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Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"of",
"BP100",
"in",
"DMPC",
"bilayer",
"and",
"found",
"that",
"BP100",
"remained",
"in",
"the",
"surface-bound-state",
"inserting",
"through",
"its",
"C-terminus.",
"They",
"also",
"reported",
"the",
"unfolding",
"of",
"BP100",
"N-terminus",
"(Lys1",
"and",
"Lys2)",
"after",
"1.5",
"µs,",
"resulting",
"in",
"a",
"tilt",
"angle",
"of",
"97°",
"and",
"81%",
"helicity",
"10",
",",
"17",
".",
"In",
"a",
"study",
"with",
"Brownian",
"Dynamics",
"simulations",
"with",
"a",
"coarse-grained",
"peptide",
"model,",
"Alves",
"et",
"al.",
"18",
"simulated",
"BP100",
"confined",
"in",
"model",
"membranes",
"at",
"293",
"K",
"for",
"1",
"µs",
"each",
"and",
"reported",
"the",
"high",
"stability",
"of",
"BP100",
"pre-folded",
"alpha",
"helix",
"and",
"a",
"threefold",
"decrease",
"in",
"its",
"lateral",
"diffusion",
"in",
"POPC:",
"POPG",
"membranes",
"relative",
"to",
"that",
"in",
"POPC",
"membrane",
"18",
".",
"In",
"this",
"work",
"we",
"report",
"simulations,",
"in",
"solution",
"and",
"membranes,",
"extending",
"for",
"more",
"than",
"25",
"µs",
"of",
"BP100",
"and",
"membranes",
"of",
"1,2-dipalmitoyl-sn-glycerol-3-phosphocholine",
"(DPPC),",
"1,2-dipalmitoyl-sn-glycerol-3-phosphoglycerol",
"(DPPG),",
"and",
"DPPC:",
"DPPG",
"mixtures",
"(1:1)."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"In",
"this",
"work",
"we",
"report",
"simulations,",
"in",
"solution",
"and",
"membranes,",
"extending",
"for",
"more",
"than",
"25",
"µs",
"of",
"BP100",
"and",
"membranes",
"of",
"1,2-dipalmitoyl-sn-glycerol-3-phosphocholine",
"(DPPC),",
"1,2-dipalmitoyl-sn-glycerol-3-phosphoglycerol",
"(DPPG),",
"and",
"DPPC:",
"DPPG",
"mixtures",
"(1:1).",
"We",
"systematically",
"investigated",
"the",
"dependence",
"of",
"BP100",
"secondary",
"structure",
"on",
"DPPG",
"lipids",
"which",
"agrees",
"with",
"experimental",
"findings",
"11",
".",
"We",
"also",
"analyzed",
"the",
"contribution",
"of",
"PG-containing",
"lipid",
"rafts",
"on",
"BP100",
"conformation",
"and",
"behavior.",
"In",
"most",
"simulations",
"containing",
"DPPG",
"lipids,",
"we",
"observed",
"the",
"occurrence",
"of",
"a",
"dynamic",
"transition",
"of",
"the",
"peptide",
"adsorbed",
"at",
"the",
"membrane",
"interface,",
"where",
"the",
"apolar",
"facet",
"of",
"the",
"BP100",
"(Fig.",
"1c",
"),",
"initially",
"exposed",
"to",
"water,",
"rotates",
"toward",
"the",
"membrane",
"interior,",
"leaving",
"the",
"polar",
"facet",
"of",
"the",
"peptide",
"exposed",
"to",
"water.",
"This",
"process,",
"defined",
"here",
"as",
"peptide",
"flip,",
"could",
"be",
"part",
"of",
"CAMPs",
"primary",
"antimicrobial",
"mechanism.",
"Constraining",
"four",
"residues",
"of",
"the",
"peptide",
"into",
"an",
"alpha",
"helix",
"turn,",
"we",
"observed",
"that",
"the",
"unconstrained",
"regions",
"of",
"the",
"peptide",
"rapidly",
"acquired",
"an",
"alpha-helix",
"conformation",
"in",
"DPPG-containing",
"membranes,",
"suggesting",
"that",
"the",
"formation",
"of",
"these",
"small",
"alpha-helical",
"nuclei",
"in",
"peptide/membrane",
"interactions",
"may",
"be",
"the",
"initial",
"step",
"for",
"the",
"peptide",
"insertion",
"into",
"the",
"hydrophobic",
"core",
"of",
"the",
"membranes.",
"Figure",
"1",
"BP100",
"initial",
"structures:",
"random",
"coil",
"L",
"-BP100",
"(",
"a",
")",
"and",
"alpha-helical",
"α",
"-BP100",
"(",
"b",
").",
"Helical",
"wheel",
"projection",
"(",
"c",
"),",
"Lys5",
"and",
"Ile7",
"were",
"used",
"as",
"representative",
"residues",
"of",
"polar",
"and",
"apolar",
"moieties,",
"respectively.",
"In",
"(",
"d",
")",
"DPPC",
"(in",
"blue)",
"and",
"DPPG",
"(in",
"yellow).",
"Atom",
"names",
"are",
"shown",
"for",
"peptide",
"and",
"lipids;",
"they",
"were",
"used",
"in",
"our",
"peptide-lipid",
"pair",
"analysis.",
"Methods",
"All",
"simulations",
"sets",
"were",
"assembled,",
"carried",
"out",
"and",
"analyzed",
"using",
"GROMACS",
"5.0.2",
"software",
"package."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"sets",
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"Waters/Lipid",
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"(ns)",
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"0/128",
"54",
"860",
"DPPG",
"53",
"1100",
"PCPG-R",
"0/[64/64]",
"54",
"1200",
"PCPG-NR",
"52",
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"L",
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"1/0",
"—",
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"1/128",
"54",
"1700",
"α",
"-BP100",
"in",
"DPPC",
"54",
"2000",
"L",
"-BP100",
"in",
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"1/128",
"53",
"1700",
"α",
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"53",
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"54",
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"54",
"2000",
"L",
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"PCPG-NR",
"1/[64/64]",
"52",
"1700",
"α",
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"52",
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"α-",
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"1/128",
"54",
"600",
"α-",
"BP100",
"(res4–8)",
"in",
"DPPG",
"54",
"600",
"α-",
"BP100",
"(res7–11)",
"in",
"DPPG",
"54",
"600",
"Lipid",
"bilayers",
"We",
"used",
"Slipids",
"forcefield",
"19",
"parameters",
"were",
"chosen",
"to",
"simulate",
"DPPC,",
"DPPG,",
"and",
"DPPC/DPPG",
"mixed",
"bilayers.",
"64-lipids-per-monolayer",
"DPPC",
"and",
"DPPG",
"pure",
"membrane",
"topologies",
"were",
"taken",
"from",
"the",
"Slipids",
"developer",
"group",
"website",
"(http://www.fos.su.se/~sasha/Slipids/Downloads.html).",
"Mixed",
"bilayers",
"of",
"DPPC",
"and",
"DPPG",
"containing",
"32",
"DPPCs",
"and",
"32",
"DPPGs",
"in",
"each",
"leaflet",
"were",
"constructed",
"using",
"the",
"PACKMOL",
"20",
"software.",
"One",
"membrane",
"was",
"composed",
"of",
"randomly",
"distributed",
"lipids",
"(PCPG-NR)",
"on",
"both",
"leaflets",
"and",
"the",
"other,",
"a",
"4",
"×",
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"DPPG",
"raft",
"was",
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"in",
"the",
"center",
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"both",
"monolayers",
"(PCPG-R)",
"and",
"the",
"remaining",
"48",
"lipids",
"were",
"randomly",
"distributed",
"(Fig.",
"2",
")."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"The",
"area",
"per",
"lipid",
"and",
"membrane",
"thickness",
"were",
"calculated",
"for",
"all",
"membranes",
"and",
"thNen",
"compared",
"with",
"experimental",
"data",
"and",
"those",
"obtained",
"by",
"Slipids",
"authors",
"(Tables",
"S1",
"and",
"S2",
").",
"The",
"last",
"trajectory",
"frames",
"of",
"the",
"membrane",
"simulations",
"were",
"used",
"to",
"build",
"our",
"peptide-lipid",
"systems.",
"Peptide-in-solution",
"and",
"peptide-lipid",
"systems",
"Following",
"a",
"study",
"by",
"Beauchamp",
"et",
"al.",
"22",
",",
"ff99sb-ildn-NMR",
"force",
"field",
"was",
"chosen",
"to",
"characterize",
"BP100",
"in",
"our",
"modeling",
"due",
"to",
"its",
"good",
"performance",
"in",
"simulating",
"peptides",
"and",
"proteins",
"structures",
"in",
"TIP3P",
"water",
"when",
"compared",
"with",
"NMR",
"measurements.",
"BP100",
"(H-Lys-Lys-Leu-Phe-Lys-Lys-Ile-Leu-Lys-Tyr-Leu-NH",
"2",
")",
"has",
"an",
"amidated",
"C-terminal",
"and",
"a",
"+6",
"charge",
"at",
"physiological",
"pH,",
"with",
"all",
"its",
"Lysines",
"and",
"N-terminal",
"amine",
"protonated.",
"To",
"study",
"secondary",
"structure",
"behavior",
"of",
"BP100",
"both",
"in",
"solution",
"and",
"in",
"bilayers,",
"two",
"initial",
"BP100",
"conformations",
"were",
"used:",
"linear",
"BP100",
"(",
"L",
"-BP100)",
"and",
"alpha-helical",
"BP100",
"(",
"α",
"-BP100)",
"(Fig.",
"1",
"a,b",
").",
"In",
"the",
"peptide/water",
"system,",
"one",
"peptide",
"(",
"α",
"-BP100",
"or",
"L-BP100",
"initial",
"conformation)",
"were",
"simulated",
"in",
"a",
"cubic",
"box",
"with",
"3975",
"TIP3P",
"water",
"molecules",
"for",
"more",
"than",
"1",
"microsecond",
"with",
"its",
"+6",
"charges",
"neutralized",
"with",
"6",
"Cl",
"−",
"ions",
"(Dang",
"23",
").",
"Simulations",
"containing",
"peptides",
"with",
"membranes",
"had",
"a",
"peptide/lipid",
"ratio",
"of",
"1/128",
"and",
"the",
"peptide",
"was",
"initially",
"positioned",
"in",
"parallel",
"orientation",
"with",
"the",
"membrane",
"surface",
"approximately",
"2",
"nm",
"away.",
"For",
"the",
"α",
"-BP100,",
"additionally,",
"we",
"tested",
"two",
"parallel",
"orientations,",
"where",
"the",
"polar",
"amino",
"acids",
"were",
"facing",
"the",
"membrane",
"and",
"a",
"random",
"orientation.",
"For",
"the",
"perpendicular",
"orientation",
"we",
"tested",
"two",
"ways",
"with",
"either",
"the",
"C-terminal",
"or",
"N-terminal",
"facing",
"the",
"interface.",
"For",
"all",
"these",
"initial",
"conditions,",
"we",
"obtained",
"the",
"same",
"final",
"location",
"and",
"orientation",
"of",
"the",
"peptide",
"that",
"will",
"be",
"discussed",
"in",
"the",
"results",
"section."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"was",
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"with",
"the",
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"barostat",
"26",
"and",
"semi-isotropic",
"pressure",
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"was",
"used",
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"pair",
"frequency,",
"we",
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"Then,",
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"(or",
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"of",
"the",
"lipids/BP100",
"system",
"were",
"computed.",
"The",
"time",
"window",
"selected",
"for",
"computing",
"these",
"RDFs",
"includes",
"that",
"of",
"the",
"membrane",
"bound",
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"250",
"ns-before",
"and",
"250",
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"the",
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"flip.",
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"distinguishable",
"RDF",
"peaks",
"and",
"following",
"minimum",
"were",
"used",
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"the",
"number",
"of",
"polar",
"and",
"apolar",
"contacts",
"between",
"lipids",
"and",
"peptide.",
"A",
"cutoff",
"distance",
"for",
"each",
"pair",
"was",
"defined",
"from",
"the",
"position",
"of",
"the",
"first",
"minimum",
"in",
"the",
"RDF",
"curve,",
"and",
"a",
"contact",
"was",
"defined",
"as",
"a",
"pair",
"of",
"atoms",
"at",
"smaller",
"distance",
"than",
"their",
"corresponding",
"cutoff",
"distance.",
"The",
"simulations",
"were",
"analyzed",
"and",
"the",
"total",
"number",
"of",
"polar",
"and",
"apolar",
"contacts",
"as",
"a",
"function",
"of",
"time",
"was",
"obtained.",
"Additionally,",
"some",
"polar",
"and",
"apolar",
"pairs",
"were",
"analyzed",
"individually.",
"Peptide",
"hydration",
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"time",
"evolution",
"of",
"the",
"solvent",
"shell",
"surrounding",
"the",
"peptide",
"in",
"its",
"α",
"and",
"L",
"conformations",
"in",
"all",
"simulated",
"membranes",
"was",
"analyzed",
"using",
"the",
"minimum",
"distance",
"distribution",
"function",
"(MDDF)",
"29",
"between",
"the",
"peptide",
"and",
"the",
"water",
"molecules,",
"as",
"well",
"as",
"the",
"average",
"number",
"of",
"water",
"molecules",
"N(r),",
"within",
"a",
"distance",
"r",
"=",
"0.5",
"nm,",
"named",
"here",
"as",
"N(0.5).",
"For",
"comparison",
"the",
"MDDF",
"of",
"BP100",
"in",
"water",
"was",
"used",
"to",
"define",
"the",
"bulk",
"water",
"hydration",
"shell",
"at",
"the",
"same",
"distance."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"cutoff",
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"defined",
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"the",
"position",
"of",
"the",
"first",
"minimum",
"in",
"the",
"RDF",
"curve,",
"and",
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"a",
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"at",
"smaller",
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"than",
"their",
"corresponding",
"cutoff",
"distance.",
"The",
"simulations",
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"analyzed",
"and",
"the",
"total",
"number",
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"polar",
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"apolar",
"contacts",
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"a",
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"was",
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"Additionally,",
"some",
"polar",
"and",
"apolar",
"pairs",
"were",
"analyzed",
"individually.",
"Peptide",
"hydration",
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"time",
"evolution",
"of",
"the",
"solvent",
"shell",
"surrounding",
"the",
"peptide",
"in",
"its",
"α",
"and",
"L",
"conformations",
"in",
"all",
"simulated",
"membranes",
"was",
"analyzed",
"using",
"the",
"minimum",
"distance",
"distribution",
"function",
"(MDDF)",
"29",
"between",
"the",
"peptide",
"and",
"the",
"water",
"molecules,",
"as",
"well",
"as",
"the",
"average",
"number",
"of",
"water",
"molecules",
"N(r),",
"within",
"a",
"distance",
"r",
"=",
"0.5",
"nm,",
"named",
"here",
"as",
"N(0.5).",
"For",
"comparison",
"the",
"MDDF",
"of",
"BP100",
"in",
"water",
"was",
"used",
"to",
"define",
"the",
"bulk",
"water",
"hydration",
"shell",
"at",
"the",
"same",
"distance.",
"Results",
"The",
"17",
"sets",
"of",
"simulations",
"(Table",
"1",
")",
"were",
"run",
"for",
"more",
"than",
"25",
"µs",
"of",
"simulation",
"time,",
"and",
"each",
"unconstrained",
"peptide/membrane",
"simulation",
"had",
"at",
"least",
"1.6",
"µs",
"of",
"simulation.",
"After",
"comparing",
"the",
"simulated",
"membrane",
"properties",
"with",
"experimental",
"and",
"other",
"computational",
"studies",
"(Tables",
"S1",
"and",
"S2",
"),",
"we",
"systematically",
"analyzed",
"the",
"peptide",
"conformation",
"in",
"solution",
"and",
"on",
"bilayers,",
"peptide",
"trajectory,",
"and",
"dynamics",
"on",
"membranes",
"and",
"the",
"effect",
"of",
"BP100",
"on",
"model",
"bilayers.",
"In",
"the",
"following",
"sections,",
"we",
"describe",
"our",
"results.",
"Secondary",
"structure",
"Peptide",
"in",
"solution",
"To",
"study",
"BP100",
"secondary",
"structure",
"in",
"water,",
"we",
"did",
"simulations",
"for",
"more",
"than",
"2",
"µs",
"with",
"both",
"α-BP100",
"and",
"L-BP100",
"initial",
"conformations.",
"Figure",
"4",
"shows",
"that",
"BP100",
"conformation",
"in",
"solution",
"was,",
"predominantly,",
"random",
"coil.",
"The",
"peptide",
"lost",
"the",
"initial",
"alpha",
"helix",
"conformation",
"in",
"approximately",
"40",
"ns",
"when",
"starting",
"with",
"an",
"alpha-helix",
"configuration",
"and",
"occasionally",
"formed",
"an",
"alpha-helix",
"turn",
"in",
"the",
"5–9",
"residue",
"region",
"(Fig.",
"4a",
").",
"For",
"L-BP100",
"in",
"solution,",
"we",
"observed",
"a",
"similar",
"pattern",
"(Fig.",
"4b",
").",
"Circular",
"Dichroism",
"(CD)",
"shows",
"that",
"BP100",
"is",
"random",
"in",
"solution",
"10",
",",
"11",
",",
"30",
",",
"and",
"our",
"simulations",
"reproduced",
"these",
"data."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"4a",
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"For",
"L-BP100",
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"we",
"observed",
"a",
"similar",
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"(Fig.",
"4b",
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"Circular",
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"(CD)",
"shows",
"that",
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"11",
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"b",
")",
"in",
"solution.",
"In",
"both",
"cases,",
"the",
"peptide",
"shows",
"predominance",
"in",
"random",
"coil",
"structure",
"(orange)",
"with",
"occasional",
"formation",
"of",
"1",
"alpha",
"helix",
"turn",
"(blue)",
"in",
"residues",
"5",
"to",
"9.",
"Peptide",
"in",
"bilayers",
"BP100",
"conformation,",
"antimicrobial",
"activity,",
"and",
"PG",
"content",
"are",
"related",
"11",
".",
"We",
"simulated",
"α-BP100",
"and",
"L-BP100",
"on",
"DPPC,",
"DPPG,",
"PCPG-R,",
"and",
"PCPG-NR",
"at",
"323",
"K,",
"above",
"DPPG",
"and",
"DPPC",
"transition",
"temperatures.",
"In",
"all",
"cases,",
"the",
"peptide",
"was",
"rapidly",
"adsorbed",
"on",
"the",
"membranes",
"and",
"diffused",
"laterally.",
"Figure",
"5",
"shows",
"that",
"the",
"BP100",
"alpha-helical",
"conformation",
"was",
"proportional",
"to",
"PG",
"content,",
"as",
"the",
"alpha-helix",
"percentage",
"in",
"DPPC",
"is",
"considerably",
"smaller",
"than",
"that",
"observed",
"in",
"DPPG-containing",
"membranes.",
"Alpha-helix",
"formed",
"in",
"the",
"5",
"to",
"9",
"residues",
"region",
"(Lys-Lys-Ile-Leu-Lys)",
"was",
"highly",
"stable",
"in",
"all",
"simulations.",
"Figure",
"5",
"Secondary",
"structure",
"analyses",
"of",
"α",
"-BP100",
"in",
"DPPC",
"(",
"a",
"),",
"DPPG",
"(",
"b",
"),",
"PCPG-R",
"(",
"c",
")",
"and",
"PCPG-NR",
"(",
"d",
").",
"In",
"DPPC,",
"α-BP100",
"alpha-helix",
"conformation",
"reached",
"a",
"plateau",
"at",
"38%",
"helicity",
"throughout",
"the",
"simulation,",
"being",
"relatively",
"less",
"stable",
"than",
"α-BP100",
"in",
"bilayers",
"containing",
"DPPG,",
"where",
"a",
"higher",
"propensity",
"of",
"maintaining",
"its",
"conformation",
"was",
"observed.",
"For",
"pure",
"DPPG",
"(Fig.",
"5b",
")",
"we",
"found",
"73%",
"(8",
"out",
"of",
"11",
"residues),",
"and",
"for",
"both",
"PCPG",
"(1:1)",
"membranes",
"we",
"report",
"54%",
"(6",
"out",
"of",
"11)",
"of",
"helicity",
"(Fig.",
"5c,d",
")."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"5",
").",
"This",
"secondary",
"structure",
"pattern",
"led",
"us",
"to",
"suggest",
"that",
"the",
"residues",
"5",
"to",
"9",
"are",
"related",
"to",
"helix",
"nucleation,",
"in",
"which",
"the",
"formation",
"of",
"this",
"helix",
"core",
"could",
"be",
"the",
"first",
"step",
"in",
"the",
"AMP",
"actions.",
"Following",
"this",
"assumption,",
"we",
"tested",
"three",
"conformations",
"with",
"α-BP100",
"torsionally",
"constrained",
"in",
"three",
"regions:",
"res1–5,",
"res4–8,",
"res7–11",
"(Fig.",
"3",
")",
"and",
"simulated",
"with",
"pure",
"DPPG",
"membranes.",
"Figure",
"6",
"shows",
"the",
"evolution",
"of",
"the",
"secondary",
"structure",
"in",
"each",
"simulation.",
"Figure",
"6",
"Secondary",
"structure",
"analyses",
"graphs",
"of",
"BP100",
"in",
"DPPG",
"with",
"one",
"turn",
"constraints",
"on",
"res1–5",
"(",
"a",
"),",
"res",
"4–8",
"(",
"b",
")",
"and",
"res7–11",
"(",
"c",
").",
"α-BP100",
"with",
"constraints",
"on",
"residues",
"1–5",
"(Lys-Lys-Leu-Phe-Lys)",
"acquired",
"identical",
"helicity",
"(73%)",
"to",
"α-BP100",
"with",
"no",
"constraints",
"at",
"the",
"same",
"conditions",
"(Fig.",
"5b",
"),",
"after",
"50",
"ns",
"of",
"simulation",
"(Fig.",
"6a",
"),",
"with",
"a",
"helix",
"spanning",
"from",
"Lys2",
"to",
"Lys9",
"(Fig.",
"6a",
").",
"Constraints",
"on",
"residues",
"4–8",
"(Phe-Lys-Lys-Ile-Leu)",
"showed",
"an",
"overall",
"52%",
"of",
"helicity",
"(Fig.",
"6b",
"),",
"with",
"a",
"helix",
"spanning",
"from",
"Phe4",
"to",
"Lys9",
"(Fig.",
"6b",
").",
"Constraints",
"on",
"residues",
"7–11",
"(Ile-Leu-Lys-Tyr-Leu)",
"did",
"not",
"affect",
"the",
"rest",
"of",
"the",
"peptide",
"conformation",
"(Fig.",
"6c",
")",
"in",
"600",
"ns",
"of",
"simulation.",
"Peptide",
"flip",
"Simulation",
"trajectories",
"analyses",
"(Fig.",
"7",
")",
"revealed",
"that",
"the",
"peptide",
"in",
"alpha-helix",
"conformation",
"initially",
"adsorbed",
"at",
"the",
"DPPG-containing",
"membranes",
"interface",
"with",
"its",
"hydrophilic",
"facet",
"in",
"contact",
"with",
"the",
"membrane,",
"leaving",
"the",
"hydrophobic",
"facet",
"exposed",
"to",
"water.",
"We",
"observed",
"that",
"the",
"alpha-helix",
"rotated,",
"inserting",
"the",
"hydrophobic",
"facet",
"into",
"the",
"hydrophobic",
"region",
"of",
"the",
"membrane.",
"We",
"define",
"this",
"dynamic",
"phenomenon,",
"observed",
"in",
"our",
"simulations,",
"as",
"peptide",
"flip."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Peptide",
"flip",
"was",
"also",
"observed",
"in",
"α",
"-BP100",
"in",
"DPPC,",
"α",
"-BP100",
"in",
"PCPG-R,",
"and",
"α",
"-BP100",
"res(1–5)",
"in",
"DPPG",
"simulations.",
"The",
"peptide",
"flip",
"caused",
"dehydration",
"(Fig.",
"8",
").",
"When",
"in",
"contact",
"with",
"membranes,",
"depending",
"on",
"the",
"secondary",
"structure",
"of",
"the",
"peptide",
"and",
"the",
"lipid",
"nature,",
"the",
"hydration",
"of",
"the",
"peptide",
"was",
"slightly",
"different.",
"However,",
"when",
"the",
"peptide",
"flip",
"took",
"place,",
"its",
"hydration",
"was",
"drastically",
"altered.",
"Figure",
"8",
"Average",
"number",
"of",
"water",
"molecules",
"up",
"to",
"a",
"distance",
"of",
"0.5",
"nm,",
"N(0.5),",
"obtained",
"from",
"the",
"minimum-distance",
"distribution",
"function",
"(MDDF),",
"between",
"L-BP100",
"(",
"a",
")",
"and",
"α",
"-BP100",
"(",
"b",
")",
"and",
"water",
"molecules.",
"Vertical",
"lines",
"indicate",
"when",
"peptide",
"flip",
"occurred.",
"In",
"the",
"peptide/membrane",
"simulations",
"with",
"L-BP100",
"as",
"a",
"starting",
"configuration",
"(Fig.",
"8a",
"),",
"no",
"significant",
"change",
"in",
"the",
"number",
"of",
"water",
"molecules",
"surrounding",
"the",
"peptide",
"was",
"observed",
"in",
"comparison",
"the",
"150",
"obtained",
"in",
"the",
"bulk",
"aqueous",
"solution.",
"In",
"the",
"last",
"500",
"ns",
"of",
"simulation,",
"N(0.5)",
"was",
"approximately",
"178",
"±",
"11",
"in",
"DPPC,",
"145",
"±",
"7",
"in",
"DPPG,",
"145",
"±",
"13",
"in",
"PCPG-NR,",
"and",
"148",
"±",
"3",
"in",
"PCPG-R.",
"No",
"peptide",
"flip",
"was",
"detected",
"in",
"the",
"trajectories",
"for",
"those",
"simulations.",
"However,",
"in",
"the",
"peptide/membrane",
"simulations",
"with",
"α-BP100",
"as",
"a",
"starting",
"configuration",
"(Fig.",
"8b",
"),",
"N",
"(0.5)",
"lowered",
"in",
"DPPC",
"(starting",
"at",
"~700",
"ns),",
"DPPG",
"(~1500",
"ns)",
"and",
"PCPG-R",
"(~390",
"ns).",
"Alongside",
"with",
"dehydration,",
"a",
"peptide-flip",
"was",
"observed",
"in",
"DPPG",
"and",
"PCPG-R.",
"For",
"the",
"α-",
"BP100",
"in",
"DPPC",
"simulation,",
"we",
"observed",
"a",
"semi-flip,",
"as",
"the",
"peptide",
"alpha-helical",
"conformation",
"was",
"only",
"38%",
"(Fig.",
"5a",
"),",
"suggesting",
"that",
"the",
"peptide",
"overall",
"polar/apolar",
"segregation",
"(Fig.",
"2c",
")",
"was",
"lost.",
"The",
"peptide",
"flip",
"transition",
"time",
"varied",
"from",
"100",
"to",
"400",
"ns."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Alongside",
"with",
"dehydration,",
"a",
"peptide-flip",
"was",
"observed",
"in",
"DPPG",
"and",
"PCPG-R.",
"For",
"the",
"α-",
"BP100",
"in",
"DPPC",
"simulation,",
"we",
"observed",
"a",
"semi-flip,",
"as",
"the",
"peptide",
"alpha-helical",
"conformation",
"was",
"only",
"38%",
"(Fig.",
"5a",
"),",
"suggesting",
"that",
"the",
"peptide",
"overall",
"polar/apolar",
"segregation",
"(Fig.",
"2c",
")",
"was",
"lost.",
"The",
"peptide",
"flip",
"transition",
"time",
"varied",
"from",
"100",
"to",
"400",
"ns.",
"During",
"the",
"peptide-flip,",
"in",
"the",
"simulations",
"of",
"α-BP100",
"in",
"DPPG",
"and",
"PCPG-R,",
"the",
"mean",
"number",
"N(0.5)",
"was",
"reduced",
"from",
"147",
"±",
"5",
"and",
"142",
"±",
"7",
"to",
"76",
"±",
"4",
"and",
"75",
"±",
"4,",
"respectively.",
"These",
"represent",
"on",
"average",
"a",
"reduction",
"of",
"approximately",
"48%",
"in",
"the",
"number",
"of",
"water",
"molecules",
"in",
"the",
"hydration",
"shell",
"of",
"α-BP100.",
"In",
"DPPC,",
"we",
"detected",
"a",
"smaller",
"decrease",
"in",
"the",
"hydration",
"of",
"α-BP100,",
"around",
"45%",
"(from",
"172",
"±",
"8",
"to",
"94",
"±",
"2),",
"having",
"around",
"20",
"water",
"molecules",
"more",
"after",
"the",
"semi-flip.",
"Figure",
"9",
"shows",
"the",
"density",
"profile",
"before",
"and",
"after",
"peptide",
"flip",
"for",
"α-BP100",
"in",
"DPPG",
"and",
"PCPG-R.",
"We",
"chose",
"residues",
"Lys5",
"and",
"Ile7",
"to",
"illustrate",
"the",
"changes",
"in",
"the",
"mean",
"position",
"of",
"hydrophobic",
"and",
"hydrophilic",
"residues",
"with",
"respect",
"to",
"the",
"membrane",
"due",
"to",
"the",
"peptide",
"flip.",
"These",
"residues",
"are",
"polar",
"and",
"apolar,",
"respectively,",
"and",
"located",
"opposite",
"to",
"each",
"other",
"when",
"in",
"an",
"alpha-helix",
"conformation",
"(Fig.",
"2c",
").",
"Trajectory",
"visualization",
"and",
"density",
"profile",
"(Figs",
"7",
"and",
"9",
")",
"clearly",
"show",
"the",
"distinct",
"orientation",
"in",
"BP100",
"hydrophobic",
"facet",
"before",
"and",
"after",
"peptide",
"flip.",
"During",
"the",
"initial",
"phase",
"of",
"approaching",
"towards",
"the",
"membrane,",
"BP100",
"polar",
"side",
"faces",
"the",
"membrane",
"with",
"its",
"N-terminal",
"residues",
"(Lys1",
"and",
"Lys2)",
"interacting",
"with",
"the",
"bilayer",
"headgroups.",
"After",
"the",
"flip,",
"the",
"apolar",
"residues",
"facet",
"turns",
"to",
"the",
"membrane,",
"and",
"simultaneously",
"inserts",
"into",
"the",
"bilayer,",
"below",
"the",
"carbonyl",
"carbons",
"(C31)",
"of",
"the",
"lipids",
"(Fig.",
"9",
").",
"Figure",
"9",
"Peptide",
"flip",
"observed",
"through",
"number",
"density",
"analysis."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"After",
"the",
"flip,",
"the",
"apolar",
"residues",
"facet",
"turns",
"to",
"the",
"membrane,",
"and",
"simultaneously",
"inserts",
"into",
"the",
"bilayer,",
"below",
"the",
"carbonyl",
"carbons",
"(C31)",
"of",
"the",
"lipids",
"(Fig.",
"9",
").",
"Figure",
"9",
"Peptide",
"flip",
"observed",
"through",
"number",
"density",
"analysis.",
"(",
"a",
"and",
"b",
")",
"show",
"respectively",
"before",
"and",
"after",
"the",
"flip",
"in",
"α",
"-BP100",
"in",
"DPPG",
"simulation;",
"c)",
"and",
"d)",
"demonstrate",
"the",
"flip",
"for",
"α",
"-BP100",
"in",
"PCPG-R",
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"Lys5",
"represents",
"the",
"polar",
"side",
"of",
"BP100",
"and",
"Ile7,",
"the",
"apolar",
"facet",
"(Fig.",
"2c",
").",
"OC3",
"(DPPG",
"head",
"group",
"further",
"out",
"glycerol",
"Oxygen),",
"N",
"chol",
"(DPPC",
"head",
"group",
"choline",
"Nitrogen),",
"P",
"(Phosphorus)",
"and",
"C31",
"(first",
"carbon",
"from",
"sn-1",
"acyl",
"chain)",
"are",
"shown",
"to",
"display",
"BP100",
"insertion",
"into",
"the",
"bilayer",
"after",
"the",
"flip.",
"Peptide",
"flip",
"was",
"not",
"observed",
"in",
"α-BP100",
"in",
"PCPG-NR,",
"where",
"DPPG",
"lipids",
"were",
"initially",
"scattered",
"randomly.",
"PG",
"content",
"might",
"be",
"related",
"to",
"the",
"occurrence",
"of",
"the",
"flip,",
"but",
"also,",
"the",
"PG",
"content",
"in",
"the",
"vicinity",
"of",
"BP100.",
"Several",
"studies",
"suggest",
"membrane-active",
"peptides",
"cause",
"anionic",
"lipid",
"clustering,",
"or",
"subdomain",
"formation,",
"upon",
"binding",
"to",
"bilayers",
"containing",
"neutral",
"and",
"charged",
"phospholipids",
"35",
"–",
"37",
".",
"The",
"same",
"mechanism",
"could",
"be",
"involved",
"in",
"BP100/bilayers",
"interactions.",
"Lipid",
"clustering",
"The",
"distribution",
"of",
"the",
"lipids",
"in",
"the",
"vicinity",
"of",
"BP100",
"was",
"evaluated",
"by",
"computing",
"the",
"total",
"number",
"of",
"lipids",
"in",
"contact",
"with",
"α-BP100",
"as",
"a",
"function",
"of",
"time",
"(Fig.",
"S5",
"),",
"the",
"time-averaged",
"values",
"(Table",
"2",
",",
"Fig.",
"10",
"),",
"and",
"the",
"lipid",
"raft",
"size",
"distribution",
"(Fig.",
"S6",
").",
"Table",
"2",
"Average",
"number",
"of",
"lipids",
"in",
"contact",
"with",
"BP100",
"in",
"simulations",
"using",
"α",
"-BP100",
"as",
"the",
"peptide",
"starting",
"configuration,",
"except",
"α",
"-BP100",
"(1–5),",
"which",
"had",
"permanent",
"constraints",
"on",
"residues",
"1",
"to",
"5.",
"Standard",
"deviations",
"are",
"shown",
"in",
"parenthesis."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Average",
"Number",
"of",
"Lipids",
"in",
"Contact",
"with",
"BP100",
"Simulation",
"Lipid",
"in",
"Contact",
"Average",
"α",
"-BP100",
"in",
"DPPC",
"DPPC",
"10.7",
"(±2.6)",
"α",
"-BP100",
"in",
"DPPG",
"DPPG",
"13.1",
"(±1.4)",
"α",
"-BP100",
"(1–5)",
"in",
"DPPG",
"DPPG",
"13.5",
"(±1.9)",
"α",
"-BP100",
"in",
"PCPG-R",
"Total",
"12.3",
"(±1.7)",
"DPPC",
"3.6",
"(±1.5)",
"DPPG",
"8.7",
"(±1.2)",
"α",
"-BP100",
"in",
"PCPG-NR",
"Total",
"11.0",
"(±1.7)",
"DPPC",
"2.7",
"(±1.3)",
"DPPG",
"8.3",
"(±1.6)",
"Figure",
"10",
"Average",
"Number",
"of",
"DPPCs",
"(",
"a",
")",
"and",
"DPPGs",
"(",
"b",
")",
"in",
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"an",
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"helical",
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"DPPC,",
"DPPG,",
"PCPG-R",
"and",
"PCPG-NR",
"membranes.",
"Vertical",
"lines",
"represent",
"the",
"average",
"time",
"where",
"peptide",
"flip",
"was",
"observed.",
"Standard",
"deviation",
"error",
"bars",
"are",
"represented",
"as",
"fillings.",
"α-BP100",
"in",
"DPPC",
"simulation",
"had",
"on",
"average",
"10.7",
"peptide/lipid",
"contacts",
"(Table",
"2",
")",
"and",
"a",
"steady",
"increase",
"in",
"the",
"number",
"of",
"contact",
"lipids",
"(Figs",
"10b",
"and",
"S5a",
").",
"This",
"increase",
"is",
"due",
"to",
"the",
"peptide",
"losing",
"its",
"alpha-helical",
"conformation",
"(Fig.",
"5a",
"),",
"expanding",
"the",
"available",
"peptide",
"interaction",
"area",
"with",
"the",
"membrane.",
"Lipid",
"raft",
"size",
"distribution",
"also",
"shows",
"a",
"broader",
"distribution",
"of",
"DPPC",
"raft",
"size,",
"supporting",
"this",
"observation",
"(Fig.",
"S6a",
").",
"A",
"semi-peptide",
"flip",
"was",
"observed",
"at",
"~700",
"ns",
"of",
"simulation",
"and,",
"concomitantly,",
"while",
"BP100",
"inserts",
"into",
"the",
"bilayer",
"as",
"the",
"density",
"profile",
"shows",
"(Fig.",
"S4a,b",
"),",
"the",
"number",
"of",
"DPPCs",
"in",
"contact",
"with",
"BP100",
"increased",
"(Fig.",
"S5a",
")."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"S5a",
").",
"α-BP100",
"in",
"DPPG",
"simulation",
"shows",
"on",
"average",
"13.1",
"DPPGs",
"in",
"close",
"contact",
"with",
"the",
"peptide",
"(Table",
"2",
").",
"The",
"number",
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"in",
"contact",
"rose",
"after",
"the",
"flip,",
"approximately",
"in",
"1500",
"ns",
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"S5b",
")",
"and",
"concurrently,",
"BP100",
"inserted",
"deeply",
"into",
"the",
"membrane",
"(Fig.",
"7a,b",
").",
"Constrained",
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"(73%,",
"Figs",
"5b",
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"6a",
"),",
"not",
"only",
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"peptide",
"flip",
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"300",
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"13.5",
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"BP100",
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").",
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"in",
"PCPG-NR,",
"the",
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"in",
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"reaching",
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"S6e",
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"S13",
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"11",
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] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"residues",
"interacted",
"mainly",
"with",
"phosphate",
"groups",
"of",
"the",
"DPPC",
"bilayer,",
"evidencing",
"that",
"electrostatic",
"interactions",
"were",
"present.",
"In",
"the",
"case",
"of",
"L-BP100",
"in",
"DPPC,",
"no",
"alpha-helical",
"structure",
"formation",
"was",
"observed",
"(Fig.",
"S3",
"),",
"and",
"for",
"α-BP100,",
"the",
"peptide",
"alpha-helix",
"conformation",
"was",
"mostly",
"lost,",
"although",
"one",
"helix",
"turn",
"from",
"residues",
"5",
"to",
"9",
"remained",
"(Fig.",
"5A",
").",
"The",
"minimum",
"alpha-helix",
"length",
"detected",
"by",
"CD",
"spectroscopy",
"is",
"proposed",
"to",
"encompass",
"seven",
"to",
"eleven",
"residues",
"38",
",",
"hence",
"the",
"alpha-helix",
"turn",
"in",
"residues",
"5–9",
"might",
"not",
"be",
"detected",
"by",
"CD.",
"Alternatively,",
"this",
"could",
"be",
"an",
"over-helical",
"forcefield",
"artifact",
"22",
",",
"but",
"it",
"also",
"indicates",
"the",
"high",
"stability",
"of",
"the",
"alpha-helix",
"formed",
"by",
"the",
"(5–9)",
"Lys-Lys-Ile-Leu-Lys",
"sequence.",
"This",
"stability",
"leads",
"us",
"to",
"conjecture",
"that",
"BP100",
"alpha-helix",
"formation",
"could",
"be",
"initiated",
"through",
"a",
"core",
"sequence,",
"a",
"nascent",
"helix",
"39",
".",
"The",
"negatively",
"charged",
"membrane",
"interface",
"could",
"promote",
"the",
"initial",
"peptide",
"folding.",
"To",
"support",
"this,",
"we",
"performed",
"three",
"600",
"ns-long",
"simulations",
"with",
"constrained",
"alpha",
"helices",
"of",
"BP100",
"on",
"three",
"regions:",
"residues",
"1",
"to",
"5",
"(Lys-Lys-Leu-Phe-Lys),",
"4",
"to",
"8",
"(Phe-Lys-Lys-Ile-Leu)",
"and",
"7",
"to",
"11",
"(Ile-Leu-Lys-Tyr-Leu)",
"in",
"pure",
"DPPG",
"bilayers.",
"The",
"secondary",
"structure",
"analysis",
"of",
"the",
"constrained",
"BP100",
"simulations",
"yielded",
"different",
"outcomes.",
"Constraint",
"on",
"residues",
"1",
"to",
"5",
"rapidly",
"induced",
"almost",
"full",
"alpha-helix",
"content",
"from",
"Lys2",
"to",
"Lys9",
"(Fig.",
"6A",
"),",
"reaching",
"73%",
"of",
"helicity,",
"similar",
"to",
"α-BP100",
"in",
"DPPG",
"without",
"constraints",
"(Fig.",
"5B",
").",
"Constraint",
"on",
"residues",
"4",
"to",
"8",
"also",
"showed",
"a",
"helix",
"formation",
"tendency",
"(overall",
"63%",
"helicity,",
"5",
"out",
"of",
"11",
"residues,",
"from",
"Phe4",
"to",
"Lys9)."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"We",
"find",
"1.53",
"kcal/mol",
"for",
"residues",
"1",
"to",
"5",
"(Lys-Lys-Leu-Phe-Lys),",
"1.68",
"kcal/mol",
"for",
"residues",
"4",
"to",
"8",
"(Phe-Lys-Lys-Ile-Leu),",
"and",
"1.62",
"kcal/mol",
"for",
"residues",
"7–11",
"(Ile-Leu-Lys-Tyr-Leu).",
"Our",
"secondary",
"structure",
"data",
"indicates",
"that",
"BP100",
"nascent",
"helix",
"could",
"be",
"formed",
"either",
"in",
"the",
"region",
"between",
"residues",
"1",
"to",
"5",
"or",
"between",
"residues",
"5",
"to",
"9.",
"We",
"favor",
"the",
"latter",
"due",
"to",
"the",
"presence",
"of",
"positively",
"charged",
"Lysine",
"residues",
"in",
"the",
"N-terminal",
"side",
"(Lys1",
"and",
"Lys2)",
"which",
"could",
"produce",
"an",
"energetically",
"unfavorable",
"barrier",
"to",
"initial",
"peptide",
"folding.",
"The",
"5–9",
"region",
"shows",
"high",
"stability",
"in",
"all",
"constraint-free",
"α-BP100/membranes",
"simulations",
"and",
"has",
"the",
"overall",
"lowest",
"energy",
"barrier",
"in",
"the",
"helix",
"propensity",
"scale",
"40",
".",
"DPPG",
"seems",
"to",
"have",
"a",
"helix-stabilizing",
"effect",
"on",
"BP100.",
"All",
"the",
"simulations",
"with",
"α-BP100",
"in",
"DPPG-containing-membranes",
"showed",
"high",
"alpha-helical",
"content,",
"including",
"the",
"region",
"of",
"residues",
"5",
"to",
"9.",
"Our",
"helicity",
"results",
"from",
"the",
"simulations",
"with",
"α-BP100",
"in",
"pure",
"DPPG",
"(73%)",
"and",
"in",
"PCPG",
"(50:50)",
"mixed",
"bilayers",
"(54%)",
"are",
"remarkably",
"close",
"to",
"those",
"reported",
"in",
"experimental",
"studies:",
"54%",
"in",
"POPC:POPG",
"(50:50)",
"11",
"and",
"61%",
"in",
"DMPC/DMPG",
"(75:25)",
"LUVs",
"10",
",",
"and",
"maximum",
"observable",
"alpha-helix",
"spectrum",
"for",
"BP100",
"in",
"pure",
"POPG",
"vesicles",
"11",
"proving",
"that",
"BP100",
"alpha-helical",
"structure",
"is",
"dependent",
"on",
"PG",
"content",
"11",
".",
"For",
"L-BP100",
"simulations",
"with",
"DPPG,",
"PCPG-R,",
"and",
"PCPG-NR,",
"no",
"secondary",
"structure",
"formation",
"was",
"detected",
"(Fig.",
"S3",
"),",
"with",
"the",
"peptide",
"being",
"in",
"a",
"random",
"conformation.",
"Non-biased",
"random",
"peptide",
"simulations",
"require",
"much",
"longer",
"simulation",
"time",
"to",
"sample",
"the",
"peptide",
"conformational",
"potential",
"landscape",
"or",
"might",
"dwell",
"in",
"several",
"local",
"minimum-energy",
"states."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] | [
"For",
"L-BP100",
"simulations",
"with",
"DPPG,",
"PCPG-R,",
"and",
"PCPG-NR,",
"no",
"secondary",
"structure",
"formation",
"was",
"detected",
"(Fig.",
"S3",
"),",
"with",
"the",
"peptide",
"being",
"in",
"a",
"random",
"conformation.",
"Non-biased",
"random",
"peptide",
"simulations",
"require",
"much",
"longer",
"simulation",
"time",
"to",
"sample",
"the",
"peptide",
"conformational",
"potential",
"landscape",
"or",
"might",
"dwell",
"in",
"several",
"local",
"minimum-energy",
"states.",
"Peptide",
"flip",
"BP100",
"is",
"too",
"short",
"to",
"span",
"the",
"bilayer",
"thickness,",
"especially",
"in",
"the",
"alpha-helical",
"conformation,",
"and",
"thus",
"single",
"molecule",
"pore",
"formation",
"is",
"an",
"unlikely",
"scenario.",
"NMR",
"data",
"of",
"BP100",
"in",
"DMPC:",
"DMPG",
"(3:1)",
"10",
"shows",
"that",
"upon",
"binding",
"to",
"negatively",
"charged",
"membranes,",
"alpha-helical",
"BP100",
"positions",
"parallel",
"to",
"the",
"membrane",
"as",
"in",
"a",
"surface-bound",
"orientation,",
"and",
"has",
"an",
"azimuthal",
"rotation",
"angle",
"close",
"to",
"160°,",
"with",
"Lysine",
"residues",
"facing",
"the",
"solvent.",
"This",
"last",
"arrangement",
"is",
"commonly",
"observed",
"with",
"other",
"CAMPs",
"30",
"–",
"33",
".",
"Peptide/membrane",
"simulations",
"with",
"initially",
"alpha-helical",
"BP100",
"had",
"its",
"polar",
"moiety",
"facing",
"the",
"membrane,",
"for",
"being",
"the",
"most",
"probable",
"scenario",
"in",
"a",
"physical",
"environment.",
"In",
"the",
"α-BP100",
"in",
"DPPG",
"(Fig.",
"7",
"),",
"α-BP100",
"in",
"DPPC,",
"α-BP100",
"in",
"PCPG-R",
"and",
"α-BP100",
"(res1–5)",
"in",
"DPPG",
"simulations",
"trajectories,",
"we",
"observed",
"the",
"binding",
"of",
"BP100",
"from",
"bulk",
"solution",
"to",
"the",
"membranes",
"with",
"its",
"Lysines",
"residues",
"pointing",
"towards",
"the",
"bilayer,",
"and",
"then,",
"the",
"peptide",
"rotated,",
"leaving",
"its",
"apolar",
"facet",
"facing",
"the",
"interior",
"of",
"the",
"bilayer.",
"We",
"termed",
"this",
"transition",
"peptide",
"flip.",
"Although",
"BP100",
"surface-bound",
"state",
"is",
"reported",
"12",
",",
"17",
",",
"no",
"previous",
"peptide/membrane",
"MD",
"simulation",
"work",
"has",
"reported",
"a",
"peptide",
"flip",
"transition.",
"Peptide",
"flip",
"brings",
"significant",
"outcomes",
"regarding",
"BP100",
"localization",
"in",
"the",
"membrane,",
"in",
"peptide/membrane",
"interaction",
"and",
"the",
"peptide",
"hydration,",
"possibly",
"being",
"a",
"crucial",
"step",
"of",
"carpet",
"mechanism",
"for",
"BP100",
"and",
"other",
"CAMPs.",
"Through",
"the",
"density",
"profile,",
"we",
"observed",
"deep",
"penetration",
"of",
"the",
"peptide",
"into",
"the",
"membrane",
"through",
"its",
"apolar",
"residues",
"with",
"larger",
"side-chains,",
"after",
"the",
"flip",
"(Fig.",
"7",
")."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Through",
"the",
"density",
"profile,",
"we",
"observed",
"deep",
"penetration",
"of",
"the",
"peptide",
"into",
"the",
"membrane",
"through",
"its",
"apolar",
"residues",
"with",
"larger",
"side-chains,",
"after",
"the",
"flip",
"(Fig.",
"7",
").",
"BP100",
"hydration",
"analysis",
"also",
"shows",
"a",
"decrease",
"in",
"the",
"overall",
"peptide",
"hydration",
"after",
"the",
"flip",
"(Fig.",
"8",
").",
"Apolar/polar",
"pair",
"interaction",
"analysis",
"(Fig.",
"11",
")",
"revealed",
"that",
"after",
"the",
"flip,",
"the",
"number",
"of",
"contacts",
"between",
"apolar",
"residues",
"from",
"the",
"lipids",
"and",
"the",
"peptide",
"increases",
"significantly,",
"while",
"the",
"number",
"of",
"contacts",
"between",
"polar",
"groups",
"of",
"the",
"lipids",
"and",
"the",
"peptides",
"slightly",
"decreases.",
"In",
"other",
"words,",
"peptide",
"flip",
"intensifies",
"peptide",
"binding",
"to",
"membranes",
"burying",
"the",
"apolar",
"residues",
"of",
"the",
"peptide",
"deeper",
"into",
"the",
"membrane",
"core.",
"We",
"investigated",
"what",
"factors",
"could",
"lead",
"to",
"the",
"occurrence",
"of",
"BP100",
"peptide",
"flip.",
"Membrane",
"composition",
"appears",
"to",
"have",
"a",
"significant",
"role.",
"For",
"BP100",
"alpha-helical",
"structure",
"formation",
"is",
"favored",
"in",
"negatively",
"charged",
"membranes",
"8",
".",
"In",
"our",
"simulations,",
"BP100",
"entirely",
"flipped",
"in",
"DPPG",
"enriched",
"regions",
"of",
"the",
"membrane.",
"Peptide",
"flip",
"was",
"detected",
"in",
"α-BP100",
"in",
"DPPG,",
"α-BP100",
"(res1–5)",
"in",
"DPPG",
"and",
"α-BP100",
"in",
"PCPG-R",
"systems.",
"No",
"peptide",
"flip",
"was",
"detected",
"in",
"the",
"other",
"constrained",
"BP100",
"simulations",
"(α-BP100",
"(res4–8)",
"in",
"DPPG",
"and",
"α-BP100",
"(res7–11)",
"in",
"DPPG).",
"However,",
"it",
"is",
"hasty",
"to",
"affirm",
"that",
"it",
"is",
"unlikely",
"to",
"expect",
"peptide",
"flip",
"to",
"happen",
"in",
"those",
"systems",
"with",
"600",
"ns",
"of",
"simulation",
"time.",
"For",
"instance,",
"peptide",
"flip",
"was",
"observed",
"after",
"1.4",
"µs",
"of",
"simulation",
"in",
"α-BP100",
"in",
"DPPG.",
"Hydration",
"analysis",
"(Fig.",
"8b",
")",
"and",
"density",
"profile",
"(Fig.",
"S4A,B",
")",
"for",
"α-BP100",
"in",
"DPPC",
"show",
"also",
"that",
"BP100",
"flipped.",
"However,",
"the",
"alpha-helix",
"secondary",
"structure",
"is",
"mostly",
"lost",
"(Fig.",
"5a",
").",
"For",
"this",
"reason,",
"BP100",
"amphiphilic",
"apolar-polar",
"facet",
"separation",
"(Fig.",
"2c",
")",
"is",
"lost."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"For",
"instance,",
"peptide",
"flip",
"was",
"observed",
"after",
"1.4",
"µs",
"of",
"simulation",
"in",
"α-BP100",
"in",
"DPPG.",
"Hydration",
"analysis",
"(Fig.",
"8b",
")",
"and",
"density",
"profile",
"(Fig.",
"S4A,B",
")",
"for",
"α-BP100",
"in",
"DPPC",
"show",
"also",
"that",
"BP100",
"flipped.",
"However,",
"the",
"alpha-helix",
"secondary",
"structure",
"is",
"mostly",
"lost",
"(Fig.",
"5a",
").",
"For",
"this",
"reason,",
"BP100",
"amphiphilic",
"apolar-polar",
"facet",
"separation",
"(Fig.",
"2c",
")",
"is",
"lost.",
"Additionally,",
"the",
"apolar",
"moiety",
"of",
"the",
"peptide",
"could",
"have",
"a",
"crucial",
"role",
"in",
"peptide",
"flip.",
"Hydration",
"analysis",
"(Fig.",
"8",
")",
"suggests",
"peptide",
"flip",
"results",
"in",
"peptide",
"dehydration",
"and",
"concomitantly",
"enhances",
"peptide/lipid",
"interaction",
"(Fig.",
"11",
"),",
"increasing",
"specially",
"apolar",
"contacts",
"(Fig.",
"11",
").",
"Similar",
"behavior",
"was",
"observed",
"in",
"a",
"study",
"of",
"the",
"interaction",
"of",
"micelles",
"with",
"polyatomic",
"counterions",
"with",
"apolar",
"and",
"polar",
"moieties.",
"Experimental",
"results",
"and",
"MD",
"simulations",
"showed",
"that",
"counterions",
"with",
"the",
"same",
"apolar",
"groups",
"but",
"different",
"polar",
"groups",
"resulted",
"in",
"similar",
"ionic",
"affinities",
"for",
"dodecyltrimethylammonium",
"micelles,",
"and",
"the",
"simulations",
"showed",
"that",
"counterion",
"adsorption",
"to",
"the",
"micelles",
"was",
"related",
"with",
"the",
"dehydration",
"of",
"the",
"apolar",
"group",
"of",
"the",
"counterions",
"rather",
"than",
"by",
"the",
"polar",
"group",
"41",
".",
"These",
"factors",
"could",
"help",
"to",
"explain",
"BP100",
"selectivity",
"towards",
"negatively",
"charged",
"bacterial",
"membranes",
"and",
"low",
"cytotoxicity.",
"Results",
"of",
"leakage",
"from",
"the",
"inner",
"compartment",
"of",
"LUVs",
"upon",
"addition",
"of",
"BP100",
"showed",
"that",
"BP100",
"leakage",
"ability",
"is",
"proportional",
"to",
"PG",
"content",
"while",
"the",
"peptide",
"has",
"small",
"effects",
"on",
"zwitterionic",
"PC",
"vesicles,",
"observed",
"through",
"studies",
"of",
"zeta",
"potential",
"and",
"vesicle",
"leakage",
"11",
".",
"BP100",
"does",
"not",
"perturb",
"PC",
"bilayers",
"even",
"at",
"high",
"peptide/lipid",
"ratio",
"and",
"causes",
"membrane",
"thinning",
"on",
"mixed",
"DMPC/DMPG",
"bilayers",
"where",
"a",
"stronger",
"effect",
"appears",
"in",
"anionic",
"DMPG",
"lipids",
"compared",
"to",
"zwitterionic",
"DMPC",
"lipids",
"12",
"."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"BP100",
"does",
"not",
"perturb",
"PC",
"bilayers",
"even",
"at",
"high",
"peptide/lipid",
"ratio",
"and",
"causes",
"membrane",
"thinning",
"on",
"mixed",
"DMPC/DMPG",
"bilayers",
"where",
"a",
"stronger",
"effect",
"appears",
"in",
"anionic",
"DMPG",
"lipids",
"compared",
"to",
"zwitterionic",
"DMPC",
"lipids",
"12",
".",
"In",
"zwitterionic-lipid-enriched",
"mammalian",
"membranes,",
"BP100",
"would",
"bind",
"to",
"membranes",
"through",
"electrostatic",
"interactions",
"and",
"the",
"absence",
"of",
"a",
"helix-promoting",
"environment",
"would",
"prevent",
"helix",
"formation",
"and",
"even",
"with",
"peptide",
"flip,",
"as",
"in",
"our",
"α-BP100",
"in",
"DPPC",
"simulation,",
"it",
"could",
"lead",
"to",
"mild",
"membrane",
"thinning",
"11",
",",
"12",
".",
"On",
"the",
"other",
"hand,",
"bacterial",
"membranes",
"with",
"high",
"content",
"of",
"anionic",
"lipids",
"on",
"the",
"outer",
"part",
"of",
"the",
"membrane,",
"could",
"promote",
"peptide",
"binding,",
"alpha-helix",
"nucleation,",
"and",
"propagation,",
"leading",
"to",
"peptide",
"flip",
"and",
"more",
"pronounced",
"membrane",
"thinning,",
"which",
"is",
"consistent",
"with",
"our",
"observations",
"from",
"α-BP100",
"in",
"DPPG,",
"α-BP100",
"in",
"PCPG-R",
"and",
"α-BP100",
"(res1–5)",
"in",
"DPPG",
"sets.",
"Although",
"we",
"could",
"not",
"detect",
"membrane",
"thinning",
"in",
"our",
"simulations",
"(Table",
"S2",
"),",
"it",
"should",
"be",
"noted",
"that",
"our",
"simulations",
"had",
"only",
"one",
"peptide",
"on",
"128-lipid-bilayers.",
"A",
"more",
"pronounced",
"effect",
"on",
"the",
"membrane",
"might",
"be",
"observed",
"by",
"increasing",
"the",
"number",
"of",
"peptides",
"in",
"the",
"simulations.",
"DPPG",
"subdomain",
"formation",
"Lipid",
"clustering,",
"or",
"subdomain",
"formation,",
"induced",
"by",
"CAMPs",
"is",
"well",
"established",
"5",
",",
"14",
",",
"35",
"–",
"37",
",",
"42",
"–",
"45",
".",
"Through",
"electrostatic",
"interactions,",
"CAMPs",
"clusters",
"anionic",
"phosphatidylglycerol",
"(PG)",
"or",
"cardiolipin",
"(CL)",
"lipids",
"on",
"the",
"outer",
"membrane",
"of",
"bacteria,",
"inducing",
"phase",
"separation",
"and",
"phase",
"boundary",
"defects",
"between",
"lipid",
"domains",
"and",
"the",
"rest",
"of",
"the",
"membrane,",
"increasing",
"membrane",
"permeability",
"36",
".",
"Epand",
"et",
"al.",
"first",
"proposed",
"it",
"45",
",",
"in",
"a",
"study",
"with",
"oligomers",
"of",
"lysine",
"(OAK)."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Lipid",
"phase",
"separation",
"was",
"later",
"observed",
"for",
"other",
"cAMPs",
"and",
"cell-penetrating-peptides",
"37",
",",
"45",
",",
"46",
".",
"Although",
"not",
"so",
"pronounced,",
"DSC",
"also",
"detected",
"BP100",
"ability",
"to",
"promote",
"lipid",
"phase",
"separation",
"on",
"POPE/TOCL",
"(75:25)",
"vesicles",
"37",
".",
"Lipid",
"phase",
"separation",
"promoted",
"by",
"CAMPs",
"has",
"also",
"been",
"observed",
"in",
"computational",
"modeling",
"studies.",
"In",
"a",
"coarse-grained",
"MD",
"simulation",
"study",
"35",
",",
"lipid",
"cluster",
"promotion",
"was",
"seen",
"in",
"POPE/POPG",
"(70:30)",
"membranes",
"by",
"Ltc1,",
"a",
"linear",
"alpha-helical",
"cAMP",
"with",
"overall",
"+10",
"charge.",
"Simulations",
"showed",
"Ltc1",
"induced",
"POPG",
"domains",
"in",
"small",
"(256",
"lipids)",
"and",
"large",
"membranes",
"(512",
"or",
"2048",
"lipids).",
"Also,",
"due",
"to",
"peptide-POPG",
"charge",
"neutralization,",
"Ltc1-induced",
"anionic",
"domains",
"seem",
"to",
"facilitate",
"peptide",
"oligomerization,",
"enhancing",
"peptide",
"activity",
"on",
"bacterial",
"model",
"membranes",
"35",
".",
"Likewise,",
"our",
"simulations",
"suggest",
"that",
"BP100",
"promotes",
"PG",
"aggregation.",
"Two",
"DPPC:",
"DPPG",
"(50:50)",
"mixed",
"bilayers",
"were",
"designed",
"to",
"explore",
"lipid",
"aggregation",
"by",
"the",
"peptide.",
"One",
"membrane",
"was",
"composed",
"of",
"randomly",
"mixed",
"(PCPG-NR)",
"and",
"in",
"the",
"other,",
"a",
"4",
"×",
"4",
"DPPG",
"raft",
"(PCPG-R)",
"was",
"positioned",
"in",
"the",
"middle",
"of",
"both",
"monolayers",
"(see",
"Methods",
"1",
"and",
"Fig.",
"1",
").",
"BP100",
"was",
"able",
"to",
"cluster",
"DPPGs",
"in",
"PCPG-NR,",
"which",
"can",
"be",
"observed",
"by",
"the",
"amount",
"of",
"DPPG",
"in",
"contact",
"with",
"BP100",
"(Table",
"2",
").",
"From",
"a",
"total",
"of",
"11",
"lipids",
"in",
"the",
"closer",
"contact",
"with",
"BP100,",
"8.3",
"in",
"average",
"are",
"DPPG",
"corresponding",
"to",
"75%",
"of",
"the",
"lipid",
"in",
"the",
"vicinity",
"of",
"the",
"peptide.",
"Additionally,",
"this",
"DPPG",
"clustering",
"can",
"also",
"be",
"observed",
"in",
"lipid",
"raft",
"size",
"distribution",
"(Fig.",
"S6E",
"),",
"reaching",
"similar",
"values",
"of",
"DPPG/peptide",
"contact",
"in",
"α-BP100",
"in",
"PCPG-R",
"simulation",
"(Fig.",
"10",
")",
"and",
"DPPG",
"lipid",
"raft",
"size",
"probability",
"(Fig.",
"S6D",
")."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"S6D",
").",
"These",
"data",
"suggest",
"that",
"even",
"a",
"short-lengthened",
"CAMP",
"as",
"BP100",
"can",
"promote",
"anionic",
"lipid",
"clustering",
"and",
"also",
"maintain",
"it,",
"supporting",
"the",
"experimental",
"findings",
"37",
".",
"BP100",
"also",
"adsorbs",
"on",
"pure",
"zwitterionic",
"PC",
"membranes",
"and",
"promotes",
"DPPC",
"clustering",
"as",
"observed",
"in",
"Figs",
"S5",
"A",
"and",
"S6A",
".",
"However,",
"possibly",
"due",
"to",
"the",
"presence",
"of",
"positively",
"charged",
"choline",
"headgroups",
"(Fig.",
"1d",
"-",
"left),",
"secondary",
"structure",
"is",
"lost",
"(Fig.",
"5a",
")",
"and",
"the",
"peptide",
"turns",
"into",
"random",
"coil,",
"resulting",
"in",
"an",
"increase",
"of",
"available",
"interaction",
"surface",
"area",
"with",
"the",
"DPPC",
"headgroups,",
"which",
"is",
"reflected",
"in",
"a",
"broad",
"distribution",
"in",
"lipid",
"raft",
"size",
"distribution",
"(Fig.",
"S5A",
").",
"Polar/Apolar",
"pair",
"analysis",
"for",
"α-BP100",
"in",
"PCPG-R",
"(Fig.",
"11",
")",
"helps",
"to",
"explain",
"lipid",
"aggregation.",
"We",
"computed",
"the",
"ten",
"most",
"frequent",
"apolar",
"and",
"polar",
"pairs",
"between",
"peptide",
"and",
"lipids.",
"The",
"number",
"of",
"polar",
"pairs",
"between",
"the",
"peptide",
"and",
"DPPG",
"is",
"higher",
"than",
"those",
"with",
"DPPC",
"and",
"is",
"maintained",
"even",
"after",
"the",
"flip",
"(~390",
"ns).",
"As",
"expected,",
"+1",
"charged",
"amino",
"group",
"(NZ)",
"from",
"Lysines",
"side",
"chains",
"are",
"the",
"main",
"participants",
"in",
"polar",
"pairings",
"(Figs",
"S7",
"–",
"S13",
"),",
"interacting",
"with",
"DPPG",
"headgroup",
"glycerol",
"(OC2,",
"OC3,",
"Fig.",
"1d",
"-",
"right),",
"phosphate",
"group",
"(P),",
"and",
"carbonyl",
"groups",
"(C21,",
"C31,",
"O21,",
"O22,",
"O31,",
"O32)",
"from",
"chains",
"sn1",
"and",
"sn2",
"(Figs",
"S9",
",",
"S10",
",",
"S12",
",",
"S13",
").",
"Peptide",
"flip",
"seems",
"to",
"contribute",
"to",
"lipid",
"clustering.",
"Polar/apolar",
"pairs",
"analysis",
"(Fig.",
"11",
")",
"and",
"pair",
"frequency",
"(Figs",
"S8",
",",
"S9",
")",
"for",
"the",
"previous",
"simulation,",
"reveals",
"that",
"apolar",
"pairs",
"between",
"BP100",
"and",
"both",
"lipids",
"rise",
"after",
"peptide",
"flip",
"occurs",
"(~390",
"ns),",
"intensifying",
"peptide-membrane",
"interaction.",
"The",
"same",
"phenomena",
"were",
"observed",
"for",
"other",
"simulations",
"with",
"peptide",
"flip",
"(Figs",
"S7",
",",
"S10",
"and",
"S13",
")."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Peptide",
"flip",
"seems",
"to",
"contribute",
"to",
"lipid",
"clustering.",
"Polar/apolar",
"pairs",
"analysis",
"(Fig.",
"11",
")",
"and",
"pair",
"frequency",
"(Figs",
"S8",
",",
"S9",
")",
"for",
"the",
"previous",
"simulation,",
"reveals",
"that",
"apolar",
"pairs",
"between",
"BP100",
"and",
"both",
"lipids",
"rise",
"after",
"peptide",
"flip",
"occurs",
"(~390",
"ns),",
"intensifying",
"peptide-membrane",
"interaction.",
"The",
"same",
"phenomena",
"were",
"observed",
"for",
"other",
"simulations",
"with",
"peptide",
"flip",
"(Figs",
"S7",
",",
"S10",
"and",
"S13",
").",
"As",
"long",
"as",
"peptide",
"flip",
"had",
"occurred,",
"apolar",
"residue",
"side",
"chains",
"(from",
"Leu3,",
"Phe4,",
"Ile7,",
"Leu8",
"and",
"Tyr10,",
"and",
"Leu11)",
"were",
"in",
"close",
"contact",
"mainly",
"with",
"groups",
"of",
"the",
"lipid",
"tails",
"(Figs",
"S7",
"–",
"S10",
",",
"S13",
").",
"The",
"mechanisms",
"of",
"bacterial",
"toxicity",
"via",
"lipid",
"clustering",
"induced",
"by",
"CAMPs",
"still",
"has",
"to",
"be",
"investigated.",
"Moreover,",
"possibly",
"more",
"than",
"one",
"mechanism",
"could",
"be",
"involved",
"in",
"the",
"process",
"of",
"bacterial",
"killing.",
"Evidence",
"suggest",
"lipid",
"clustering",
"by",
"CAMPs",
"could",
"lead",
"to",
"negative",
"charge",
"concentration",
"on",
"membranes,",
"promoting",
"CAMPs",
"attachment,",
"leading",
"to",
"pore",
"formation",
"5",
".",
"Anionic",
"lipid",
"clustering",
"would",
"have",
"surrounding",
"interfaces",
"with",
"the",
"rest",
"of",
"the",
"membrane",
"which",
"could",
"lead",
"to",
"phase",
"boundary",
"defects,",
"leading",
"to",
"slow",
"leakage",
"of",
"inner",
"cell",
"content",
"32",
".",
"Also,",
"CAMPs",
"and",
"cell-penetrating",
"peptides",
"could",
"induce",
"negative",
"membrane",
"curvature,",
"enabling",
"the",
"internalization",
"of",
"peptides",
"into",
"cells,",
"leading",
"to",
"intracellular",
"killing",
"mechanisms.",
"The",
"formation",
"of",
"lipid",
"clusters",
"patches",
"would",
"also",
"lead",
"to",
"anomalies",
"in",
"membrane",
"protein",
"function,",
"membrane",
"fluidity,",
"and",
"membrane",
"polarization.",
"In",
"a",
"recent",
"study",
"5",
"with",
"cWFW,",
"a",
"cyclic",
"antimicrobial",
"peptide,",
"it",
"was",
"shown",
"in",
"vitro",
"and",
"in",
"vivo",
"that",
"cWFW",
"promotes",
"lipid",
"phase",
"separation,",
"a",
"sharp",
"decrease",
"in",
"membrane",
"fluidity.",
"The",
"significant",
"phase",
"separation",
"appears",
"to",
"cause",
"disorganization",
"of",
"membrane",
"proteins,",
"inhibiting",
"cell",
"wall",
"synthesis",
"and",
"inducing",
"autolysis.",
"BP100",
"mode",
"of",
"action",
"on",
"membranes",
"is",
"dependent",
"on",
"peptide/lipid",
"ratio",
"11",
",",
"47",
"."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Also,",
"due",
"to",
"peptide-POPG",
"charge",
"neutralization,",
"Ltc1-induced",
"anionic",
"domains",
"seem",
"to",
"facilitate",
"peptide",
"oligomerization,",
"enhancing",
"peptide",
"activity",
"on",
"bacterial",
"model",
"membranes",
"35",
".",
"Likewise,",
"our",
"simulations",
"suggest",
"that",
"BP100",
"promotes",
"PG",
"aggregation.",
"Two",
"DPPC:",
"DPPG",
"(50:50)",
"mixed",
"bilayers",
"were",
"designed",
"to",
"explore",
"lipid",
"aggregation",
"by",
"the",
"peptide.",
"One",
"membrane",
"was",
"composed",
"of",
"randomly",
"mixed",
"(PCPG-NR)",
"and",
"in",
"the",
"other,",
"a",
"4",
"×",
"4",
"DPPG",
"raft",
"(PCPG-R)",
"was",
"positioned",
"in",
"the",
"middle",
"of",
"both",
"monolayers",
"(see",
"Methods",
"1",
"and",
"Fig.",
"1",
").",
"BP100",
"was",
"able",
"to",
"cluster",
"DPPGs",
"in",
"PCPG-NR,",
"which",
"can",
"be",
"observed",
"by",
"the",
"amount",
"of",
"DPPG",
"in",
"contact",
"with",
"BP100",
"(Table",
"2",
").",
"From",
"a",
"total",
"of",
"11",
"lipids",
"in",
"the",
"closer",
"contact",
"with",
"BP100,",
"8.3",
"in",
"average",
"are",
"DPPG",
"corresponding",
"to",
"75%",
"of",
"the",
"lipid",
"in",
"the",
"vicinity",
"of",
"the",
"peptide.",
"Additionally,",
"this",
"DPPG",
"clustering",
"can",
"also",
"be",
"observed",
"in",
"lipid",
"raft",
"size",
"distribution",
"(Fig.",
"S6E",
"),",
"reaching",
"similar",
"values",
"of",
"DPPG/peptide",
"contact",
"in",
"α-BP100",
"in",
"PCPG-R",
"simulation",
"(Fig.",
"10",
")",
"and",
"DPPG",
"lipid",
"raft",
"size",
"probability",
"(Fig.",
"S6D",
").",
"These",
"data",
"suggest",
"that",
"even",
"a",
"short-lengthened",
"CAMP",
"as",
"BP100",
"can",
"promote",
"anionic",
"lipid",
"clustering",
"and",
"also",
"maintain",
"it,",
"supporting",
"the",
"experimental",
"findings",
"37",
".",
"BP100",
"also",
"adsorbs",
"on",
"pure",
"zwitterionic",
"PC",
"membranes",
"and",
"promotes",
"DPPC",
"clustering",
"as",
"observed",
"in",
"Figs",
"S5",
"A",
"and",
"S6A",
".",
"However,",
"possibly",
"due",
"to",
"the",
"presence",
"of",
"positively",
"charged",
"choline",
"headgroups",
"(Fig.",
"1d",
"-",
"left),",
"secondary",
"structure",
"is",
"lost",
"(Fig.",
"5a",
")",
"and",
"the",
"peptide",
"turns",
"into",
"random",
"coil,",
"resulting",
"in",
"an",
"increase",
"of",
"available",
"interaction",
"surface",
"area",
"with",
"the",
"DPPC",
"headgroups,",
"which",
"is",
"reflected",
"in",
"a",
"broad",
"distribution",
"in",
"lipid",
"raft",
"size",
"distribution",
"(Fig.",
"S5A",
")."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Although",
"we",
"could",
"not",
"detect",
"membrane",
"thinning",
"in",
"our",
"simulations",
"(Table",
"S2",
"),",
"it",
"should",
"be",
"noted",
"that",
"our",
"simulations",
"had",
"only",
"one",
"peptide",
"on",
"128-lipid-bilayers.",
"A",
"more",
"pronounced",
"effect",
"on",
"the",
"membrane",
"might",
"be",
"observed",
"by",
"increasing",
"the",
"number",
"of",
"peptides",
"in",
"the",
"simulations.",
"DPPG",
"subdomain",
"formation",
"Lipid",
"clustering,",
"or",
"subdomain",
"formation,",
"induced",
"by",
"CAMPs",
"is",
"well",
"established",
"5",
",",
"14",
",",
"35",
"–",
"37",
",",
"42",
"–",
"45",
".",
"Through",
"electrostatic",
"interactions,",
"CAMPs",
"clusters",
"anionic",
"phosphatidylglycerol",
"(PG)",
"or",
"cardiolipin",
"(CL)",
"lipids",
"on",
"the",
"outer",
"membrane",
"of",
"bacteria,",
"inducing",
"phase",
"separation",
"and",
"phase",
"boundary",
"defects",
"between",
"lipid",
"domains",
"and",
"the",
"rest",
"of",
"the",
"membrane,",
"increasing",
"membrane",
"permeability",
"36",
".",
"Epand",
"et",
"al.",
"first",
"proposed",
"it",
"45",
",",
"in",
"a",
"study",
"with",
"oligomers",
"of",
"lysine",
"(OAK).",
"Upon",
"the",
"addition",
"of",
"OAK",
"in",
"1-palmitoyl-2-oleoyl",
"phosphatidylethanolamine",
"(POPE)",
"and",
"tetraoleoyl",
"cardiolipin",
"(TOCL)",
"mixed",
"vesicles,",
"transition",
"temperature",
"shift",
"was",
"observed",
"through",
"differential",
"scanning",
"calorimetry,",
"indicating",
"lipid",
"phase",
"separation",
"45",
".",
"Lipid",
"phase",
"separation",
"was",
"later",
"observed",
"for",
"other",
"cAMPs",
"and",
"cell-penetrating-peptides",
"37",
",",
"45",
",",
"46",
".",
"Although",
"not",
"so",
"pronounced,",
"DSC",
"also",
"detected",
"BP100",
"ability",
"to",
"promote",
"lipid",
"phase",
"separation",
"on",
"POPE/TOCL",
"(75:25)",
"vesicles",
"37",
".",
"Lipid",
"phase",
"separation",
"promoted",
"by",
"CAMPs",
"has",
"also",
"been",
"observed",
"in",
"computational",
"modeling",
"studies.",
"In",
"a",
"coarse-grained",
"MD",
"simulation",
"study",
"35",
",",
"lipid",
"cluster",
"promotion",
"was",
"seen",
"in",
"POPE/POPG",
"(70:30)",
"membranes",
"by",
"Ltc1,",
"a",
"linear",
"alpha-helical",
"cAMP",
"with",
"overall",
"+10",
"charge.",
"Simulations",
"showed",
"Ltc1",
"induced",
"POPG",
"domains",
"in",
"small",
"(256",
"lipids)",
"and",
"large",
"membranes",
"(512",
"or",
"2048",
"lipids)."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"For",
"BP100",
"alpha-helical",
"structure",
"formation",
"is",
"favored",
"in",
"negatively",
"charged",
"membranes",
"8",
".",
"In",
"our",
"simulations,",
"BP100",
"entirely",
"flipped",
"in",
"DPPG",
"enriched",
"regions",
"of",
"the",
"membrane.",
"Peptide",
"flip",
"was",
"detected",
"in",
"α-BP100",
"in",
"DPPG,",
"α-BP100",
"(res1–5)",
"in",
"DPPG",
"and",
"α-BP100",
"in",
"PCPG-R",
"systems.",
"No",
"peptide",
"flip",
"was",
"detected",
"in",
"the",
"other",
"constrained",
"BP100",
"simulations",
"(α-BP100",
"(res4–8)",
"in",
"DPPG",
"and",
"α-BP100",
"(res7–11)",
"in",
"DPPG).",
"However,",
"it",
"is",
"hasty",
"to",
"affirm",
"that",
"it",
"is",
"unlikely",
"to",
"expect",
"peptide",
"flip",
"to",
"happen",
"in",
"those",
"systems",
"with",
"600",
"ns",
"of",
"simulation",
"time.",
"For",
"instance,",
"peptide",
"flip",
"was",
"observed",
"after",
"1.4",
"µs",
"of",
"simulation",
"in",
"α-BP100",
"in",
"DPPG.",
"Hydration",
"analysis",
"(Fig.",
"8b",
")",
"and",
"density",
"profile",
"(Fig.",
"S4A,B",
")",
"for",
"α-BP100",
"in",
"DPPC",
"show",
"also",
"that",
"BP100",
"flipped.",
"However,",
"the",
"alpha-helix",
"secondary",
"structure",
"is",
"mostly",
"lost",
"(Fig.",
"5a",
").",
"For",
"this",
"reason,",
"BP100",
"amphiphilic",
"apolar-polar",
"facet",
"separation",
"(Fig.",
"2c",
")",
"is",
"lost.",
"Additionally,",
"the",
"apolar",
"moiety",
"of",
"the",
"peptide",
"could",
"have",
"a",
"crucial",
"role",
"in",
"peptide",
"flip.",
"Hydration",
"analysis",
"(Fig.",
"8",
")",
"suggests",
"peptide",
"flip",
"results",
"in",
"peptide",
"dehydration",
"and",
"concomitantly",
"enhances",
"peptide/lipid",
"interaction",
"(Fig.",
"11",
"),",
"increasing",
"specially",
"apolar",
"contacts",
"(Fig.",
"11",
").",
"Similar",
"behavior",
"was",
"observed",
"in",
"a",
"study",
"of",
"the",
"interaction",
"of",
"micelles",
"with",
"polyatomic",
"counterions",
"with",
"apolar",
"and",
"polar",
"moieties.",
"Experimental",
"results",
"and",
"MD",
"simulations",
"showed",
"that",
"counterions",
"with",
"the",
"same",
"apolar",
"groups",
"but",
"different",
"polar",
"groups",
"resulted",
"in",
"similar",
"ionic",
"affinities",
"for",
"dodecyltrimethylammonium",
"micelles,",
"and",
"the",
"simulations",
"showed",
"that",
"counterion",
"adsorption",
"to",
"the",
"micelles",
"was",
"related",
"with",
"the",
"dehydration",
"of",
"the",
"apolar",
"group",
"of",
"the",
"counterions",
"rather",
"than",
"by",
"the",
"polar",
"group",
"41",
"."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] | [
"The",
"5–9",
"region",
"shows",
"high",
"stability",
"in",
"all",
"constraint-free",
"α-BP100/membranes",
"simulations",
"and",
"has",
"the",
"overall",
"lowest",
"energy",
"barrier",
"in",
"the",
"helix",
"propensity",
"scale",
"40",
".",
"DPPG",
"seems",
"to",
"have",
"a",
"helix-stabilizing",
"effect",
"on",
"BP100.",
"All",
"the",
"simulations",
"with",
"α-BP100",
"in",
"DPPG-containing-membranes",
"showed",
"high",
"alpha-helical",
"content,",
"including",
"the",
"region",
"of",
"residues",
"5",
"to",
"9.",
"Our",
"helicity",
"results",
"from",
"the",
"simulations",
"with",
"α-BP100",
"in",
"pure",
"DPPG",
"(73%)",
"and",
"in",
"PCPG",
"(50:50)",
"mixed",
"bilayers",
"(54%)",
"are",
"remarkably",
"close",
"to",
"those",
"reported",
"in",
"experimental",
"studies:",
"54%",
"in",
"POPC:POPG",
"(50:50)",
"11",
"and",
"61%",
"in",
"DMPC/DMPG",
"(75:25)",
"LUVs",
"10",
",",
"and",
"maximum",
"observable",
"alpha-helix",
"spectrum",
"for",
"BP100",
"in",
"pure",
"POPG",
"vesicles",
"11",
"proving",
"that",
"BP100",
"alpha-helical",
"structure",
"is",
"dependent",
"on",
"PG",
"content",
"11",
".",
"For",
"L-BP100",
"simulations",
"with",
"DPPG,",
"PCPG-R,",
"and",
"PCPG-NR,",
"no",
"secondary",
"structure",
"formation",
"was",
"detected",
"(Fig.",
"S3",
"),",
"with",
"the",
"peptide",
"being",
"in",
"a",
"random",
"conformation.",
"Non-biased",
"random",
"peptide",
"simulations",
"require",
"much",
"longer",
"simulation",
"time",
"to",
"sample",
"the",
"peptide",
"conformational",
"potential",
"landscape",
"or",
"might",
"dwell",
"in",
"several",
"local",
"minimum-energy",
"states.",
"Peptide",
"flip",
"BP100",
"is",
"too",
"short",
"to",
"span",
"the",
"bilayer",
"thickness,",
"especially",
"in",
"the",
"alpha-helical",
"conformation,",
"and",
"thus",
"single",
"molecule",
"pore",
"formation",
"is",
"an",
"unlikely",
"scenario.",
"NMR",
"data",
"of",
"BP100",
"in",
"DMPC:",
"DMPG",
"(3:1)",
"10",
"shows",
"that",
"upon",
"binding",
"to",
"negatively",
"charged",
"membranes,",
"alpha-helical",
"BP100",
"positions",
"parallel",
"to",
"the",
"membrane",
"as",
"in",
"a",
"surface-bound",
"orientation,",
"and",
"has",
"an",
"azimuthal",
"rotation",
"angle",
"close",
"to",
"160°,",
"with",
"Lysine",
"residues",
"facing",
"the",
"solvent.",
"This",
"last",
"arrangement",
"is",
"commonly",
"observed",
"with",
"other",
"CAMPs",
"30",
"–",
"33",
".",
"Peptide/membrane",
"simulations",
"with",
"initially",
"alpha-helical",
"BP100",
"had",
"its",
"polar",
"moiety",
"facing",
"the",
"membrane,",
"for",
"being",
"the",
"most",
"probable",
"scenario",
"in",
"a",
"physical",
"environment."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"The",
"negatively",
"charged",
"membrane",
"interface",
"could",
"promote",
"the",
"initial",
"peptide",
"folding.",
"To",
"support",
"this,",
"we",
"performed",
"three",
"600",
"ns-long",
"simulations",
"with",
"constrained",
"alpha",
"helices",
"of",
"BP100",
"on",
"three",
"regions:",
"residues",
"1",
"to",
"5",
"(Lys-Lys-Leu-Phe-Lys),",
"4",
"to",
"8",
"(Phe-Lys-Lys-Ile-Leu)",
"and",
"7",
"to",
"11",
"(Ile-Leu-Lys-Tyr-Leu)",
"in",
"pure",
"DPPG",
"bilayers.",
"The",
"secondary",
"structure",
"analysis",
"of",
"the",
"constrained",
"BP100",
"simulations",
"yielded",
"different",
"outcomes.",
"Constraint",
"on",
"residues",
"1",
"to",
"5",
"rapidly",
"induced",
"almost",
"full",
"alpha-helix",
"content",
"from",
"Lys2",
"to",
"Lys9",
"(Fig.",
"6A",
"),",
"reaching",
"73%",
"of",
"helicity,",
"similar",
"to",
"α-BP100",
"in",
"DPPG",
"without",
"constraints",
"(Fig.",
"5B",
").",
"Constraint",
"on",
"residues",
"4",
"to",
"8",
"also",
"showed",
"a",
"helix",
"formation",
"tendency",
"(overall",
"63%",
"helicity,",
"5",
"out",
"of",
"11",
"residues,",
"from",
"Phe4",
"to",
"Lys9).",
"In",
"sharp",
"contrast,",
"constraints",
"on",
"residues",
"7",
"to",
"11",
"(36%",
"of",
"helicity,",
"4",
"out",
"of",
"11",
"residues,",
"from",
"Lys7",
"to",
"Tyr10)",
"had",
"no",
"effects",
"on",
"the",
"secondary",
"structure",
"formation",
"of",
"BP100",
"during",
"600",
"ns",
"simulation",
"(Fig.",
"6C",
"),",
"indicating",
"that",
"this",
"region",
"has",
"little",
"influence",
"on",
"initial",
"peptide",
"folding.",
"Pace",
"and",
"Scholtz",
"40",
",",
"based",
"on",
"experimental",
"studies,",
"proposed",
"a",
"helix",
"propensity",
"scale",
"as",
"Δ(ΔG)",
"values",
"relative",
"to",
"Alanine",
"set",
"to",
"zero.",
"On",
"the",
"Pace",
"and",
"Scholtz",
"scale,",
"the",
"5–9",
"region",
"has",
"the",
"highest",
"helix",
"promoting",
"residues",
"(overall",
"helix",
"propensity",
"of",
"1.4",
"kcal/mol).",
"We",
"find",
"1.53",
"kcal/mol",
"for",
"residues",
"1",
"to",
"5",
"(Lys-Lys-Leu-Phe-Lys),",
"1.68",
"kcal/mol",
"for",
"residues",
"4",
"to",
"8",
"(Phe-Lys-Lys-Ile-Leu),",
"and",
"1.62",
"kcal/mol",
"for",
"residues",
"7–11",
"(Ile-Leu-Lys-Tyr-Leu)."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Also,",
"after",
"the",
"flip,",
"apolar",
"contacts",
"between",
"BP100",
"and",
"DPPG",
"were",
"more",
"frequent",
"than",
"with",
"DPPC",
"(Fig.",
"11b",
").",
"The",
"higher",
"peptide/DPPG",
"apolar",
"contact",
"frequency",
"after",
"the",
"flip",
"is",
"also",
"observed",
"for",
"other",
"simulations",
"with",
"peptide",
"flip",
"(Figs",
"S7",
"–",
"10",
",",
"13).",
"Discussion",
"Peptide",
"secondary",
"structure",
"CD",
"spectra",
"of",
"BP100",
"in",
"solution",
"and",
"POPC",
"LUVs",
"show",
"no",
"secondary",
"structure",
"10",
",",
"11",
",",
"30",
"Our",
"simulations",
"with",
"BP100",
"in",
"solution,",
"and",
"DPPC",
"membrane",
"exhibited",
"the",
"same",
"pattern.",
"α-BP100",
"and",
"L-BP100",
"in",
"solution",
"showed",
"similar",
"behavior,",
"with",
"a",
"prevalence",
"of",
"random",
"conformation",
"(Fig.",
"4",
").",
"In",
"a",
"related",
"MD",
"study",
"of",
"AMPs",
"interacting",
"with",
"membranes",
"17",
",",
"an",
"8",
"µs-long",
"all-atom",
"MD",
"simulation",
"of",
"BP100",
"in",
"DMPC",
"at",
"35◽",
"the",
"authors",
"reported",
"a",
"full",
"helix",
"length",
"during",
"1.5",
"µs",
"and",
"a",
"subsequent",
"unfolding",
"event",
"of",
"Lysines",
"at",
"positions",
"1",
"and",
"2,",
"resulting",
"in",
"81%",
"of",
"helicity",
"on",
"a",
"pure",
"zwitterionic",
"bilayer.",
"However,",
"as",
"reported",
"for",
"other",
"simulated",
"peptides",
"in",
"the",
"same",
"work,",
"the",
"forcefield",
"used",
"could",
"result",
"in",
"an",
"over-helical",
"artifact",
"17",
".",
"A",
"Brownian",
"Dynamics",
"simulation",
"study",
"of",
"BP100",
"confined",
"inside",
"an",
"implicit",
"POPC",
"membrane",
"reports",
"a",
"stable",
"alpha-helix",
"18",
".",
"However,",
"no",
"experimental",
"data",
"confirms",
"that",
"BP100",
"diffuses",
"freely",
"in",
"the",
"membrane",
"hydrophobic",
"space",
"and",
"no",
"secondary",
"structure",
"formation",
"is",
"reported",
"for",
"pure",
"POPC",
"vesicles",
"11",
".",
"In",
"our",
"simulations",
"of",
"α-BP100",
"and",
"L-BP100",
"in",
"DPPC",
"membrane,",
"the",
"peptide",
"quickly",
"approached",
"the",
"membrane",
"and",
"remained",
"on",
"the",
"surface",
"during",
"all",
"simulation.",
"Peptide-lipid",
"pair",
"analysis",
"(Fig.",
"S7",
")",
"showed",
"that",
"cationic",
"Lysine",
"residues",
"interacted",
"mainly",
"with",
"phosphate",
"groups",
"of",
"the",
"DPPC",
"bilayer,",
"evidencing",
"that",
"electrostatic",
"interactions",
"were",
"present.",
"In",
"the",
"case",
"of",
"L-BP100",
"in",
"DPPC,",
"no",
"alpha-helical",
"structure",
"formation",
"was",
"observed",
"(Fig.",
"S3",
"),",
"and",
"for",
"α-BP100,",
"the",
"peptide",
"alpha-helix",
"conformation",
"was",
"mostly",
"lost,",
"although",
"one",
"helix",
"turn",
"from",
"residues",
"5",
"to",
"9",
"remained",
"(Fig."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] | [
"In",
"the",
"last",
"500",
"ns",
"of",
"simulation,",
"N(0.5)",
"was",
"approximately",
"178",
"±",
"11",
"in",
"DPPC,",
"145",
"±",
"7",
"in",
"DPPG,",
"145",
"±",
"13",
"in",
"PCPG-NR,",
"and",
"148",
"±",
"3",
"in",
"PCPG-R.",
"No",
"peptide",
"flip",
"was",
"detected",
"in",
"the",
"trajectories",
"for",
"those",
"simulations.",
"However,",
"in",
"the",
"peptide/membrane",
"simulations",
"with",
"α-BP100",
"as",
"a",
"starting",
"configuration",
"(Fig.",
"8b",
"),",
"N",
"(0.5)",
"lowered",
"in",
"DPPC",
"(starting",
"at",
"~700",
"ns),",
"DPPG",
"(~1500",
"ns)",
"and",
"PCPG-R",
"(~390",
"ns).",
"Alongside",
"with",
"dehydration,",
"a",
"peptide-flip",
"was",
"observed",
"in",
"DPPG",
"and",
"PCPG-R.",
"For",
"the",
"α-",
"BP100",
"in",
"DPPC",
"simulation,",
"we",
"observed",
"a",
"semi-flip,",
"as",
"the",
"peptide",
"alpha-helical",
"conformation",
"was",
"only",
"38%",
"(Fig.",
"5a",
"),",
"suggesting",
"that",
"the",
"peptide",
"overall",
"polar/apolar",
"segregation",
"(Fig.",
"2c",
")",
"was",
"lost.",
"The",
"peptide",
"flip",
"transition",
"time",
"varied",
"from",
"100",
"to",
"400",
"ns.",
"During",
"the",
"peptide-flip,",
"in",
"the",
"simulations",
"of",
"α-BP100",
"in",
"DPPG",
"and",
"PCPG-R,",
"the",
"mean",
"number",
"N(0.5)",
"was",
"reduced",
"from",
"147",
"±",
"5",
"and",
"142",
"±",
"7",
"to",
"76",
"±",
"4",
"and",
"75",
"±",
"4,",
"respectively.",
"These",
"represent",
"on",
"average",
"a",
"reduction",
"of",
"approximately",
"48%",
"in",
"the",
"number",
"of",
"water",
"molecules",
"in",
"the",
"hydration",
"shell",
"of",
"α-BP100.",
"In",
"DPPC,",
"we",
"detected",
"a",
"smaller",
"decrease",
"in",
"the",
"hydration",
"of",
"α-BP100,",
"around",
"45%",
"(from",
"172",
"±",
"8",
"to",
"94",
"±",
"2),",
"having",
"around",
"20",
"water",
"molecules",
"more",
"after",
"the",
"semi-flip.",
"Figure",
"9",
"shows",
"the",
"density",
"profile",
"before",
"and",
"after",
"peptide",
"flip",
"for",
"α-BP100",
"in",
"DPPG",
"and",
"PCPG-R.",
"We",
"chose",
"residues",
"Lys5",
"and",
"Ile7",
"to",
"illustrate",
"the",
"changes",
"in",
"the",
"mean",
"position",
"of",
"hydrophobic",
"and",
"hydrophilic",
"residues",
"with",
"respect",
"to",
"the",
"membrane",
"due",
"to",
"the",
"peptide",
"flip.",
"These",
"residues",
"are",
"polar",
"and",
"apolar,",
"respectively,",
"and",
"located",
"opposite",
"to",
"each",
"other",
"when",
"in",
"an",
"alpha-helix",
"conformation",
"(Fig.",
"2c",
")."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] | [
"α-BP100",
"with",
"constraints",
"on",
"residues",
"1–5",
"(Lys-Lys-Leu-Phe-Lys)",
"acquired",
"identical",
"helicity",
"(73%)",
"to",
"α-BP100",
"with",
"no",
"constraints",
"at",
"the",
"same",
"conditions",
"(Fig.",
"5b",
"),",
"after",
"50",
"ns",
"of",
"simulation",
"(Fig.",
"6a",
"),",
"with",
"a",
"helix",
"spanning",
"from",
"Lys2",
"to",
"Lys9",
"(Fig.",
"6a",
").",
"Constraints",
"on",
"residues",
"4–8",
"(Phe-Lys-Lys-Ile-Leu)",
"showed",
"an",
"overall",
"52%",
"of",
"helicity",
"(Fig.",
"6b",
"),",
"with",
"a",
"helix",
"spanning",
"from",
"Phe4",
"to",
"Lys9",
"(Fig.",
"6b",
").",
"Constraints",
"on",
"residues",
"7–11",
"(Ile-Leu-Lys-Tyr-Leu)",
"did",
"not",
"affect",
"the",
"rest",
"of",
"the",
"peptide",
"conformation",
"(Fig.",
"6c",
")",
"in",
"600",
"ns",
"of",
"simulation.",
"Peptide",
"flip",
"Simulation",
"trajectories",
"analyses",
"(Fig.",
"7",
")",
"revealed",
"that",
"the",
"peptide",
"in",
"alpha-helix",
"conformation",
"initially",
"adsorbed",
"at",
"the",
"DPPG-containing",
"membranes",
"interface",
"with",
"its",
"hydrophilic",
"facet",
"in",
"contact",
"with",
"the",
"membrane,",
"leaving",
"the",
"hydrophobic",
"facet",
"exposed",
"to",
"water.",
"We",
"observed",
"that",
"the",
"alpha-helix",
"rotated,",
"inserting",
"the",
"hydrophobic",
"facet",
"into",
"the",
"hydrophobic",
"region",
"of",
"the",
"membrane.",
"We",
"define",
"this",
"dynamic",
"phenomenon,",
"observed",
"in",
"our",
"simulations,",
"as",
"peptide",
"flip.",
"Although",
"this",
"final",
"peptide",
"orientation",
"is",
"known",
"31",
"–",
"34",
",",
"no",
"MD",
"simulation",
"on",
"peptide",
"flip",
"has",
"been",
"reported.",
"Figure",
"7",
"Peptide",
"flip",
"observed",
"from",
"above",
"in",
"α",
"-BP100",
"in",
"DPPG",
"set",
"after",
"circa",
"1400",
"ns",
"of",
"simulation.",
"In",
"blue,",
"polar",
"facet",
"and",
"in",
"green,",
"the",
"apolar",
"facet.",
"Peptide",
"flip",
"was",
"also",
"observed",
"in",
"α",
"-BP100",
"in",
"DPPC,",
"α",
"-BP100",
"in",
"PCPG-R,",
"and",
"α",
"-BP100",
"res(1–5)",
"in",
"DPPG",
"simulations.",
"The",
"peptide",
"flip",
"caused",
"dehydration",
"(Fig.",
"8",
").",
"When",
"in",
"contact",
"with",
"membranes,",
"depending",
"on",
"the",
"secondary",
"structure",
"of",
"the",
"peptide",
"and",
"the",
"lipid",
"nature,",
"the",
"hydration",
"of",
"the",
"peptide",
"was",
"slightly",
"different."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] | [
"In",
"all",
"cases,",
"the",
"peptide",
"was",
"rapidly",
"adsorbed",
"on",
"the",
"membranes",
"and",
"diffused",
"laterally.",
"Figure",
"5",
"shows",
"that",
"the",
"BP100",
"alpha-helical",
"conformation",
"was",
"proportional",
"to",
"PG",
"content,",
"as",
"the",
"alpha-helix",
"percentage",
"in",
"DPPC",
"is",
"considerably",
"smaller",
"than",
"that",
"observed",
"in",
"DPPG-containing",
"membranes.",
"Alpha-helix",
"formed",
"in",
"the",
"5",
"to",
"9",
"residues",
"region",
"(Lys-Lys-Ile-Leu-Lys)",
"was",
"highly",
"stable",
"in",
"all",
"simulations.",
"Figure",
"5",
"Secondary",
"structure",
"analyses",
"of",
"α",
"-BP100",
"in",
"DPPC",
"(",
"a",
"),",
"DPPG",
"(",
"b",
"),",
"PCPG-R",
"(",
"c",
")",
"and",
"PCPG-NR",
"(",
"d",
").",
"In",
"DPPC,",
"α-BP100",
"alpha-helix",
"conformation",
"reached",
"a",
"plateau",
"at",
"38%",
"helicity",
"throughout",
"the",
"simulation,",
"being",
"relatively",
"less",
"stable",
"than",
"α-BP100",
"in",
"bilayers",
"containing",
"DPPG,",
"where",
"a",
"higher",
"propensity",
"of",
"maintaining",
"its",
"conformation",
"was",
"observed.",
"For",
"pure",
"DPPG",
"(Fig.",
"5b",
")",
"we",
"found",
"73%",
"(8",
"out",
"of",
"11",
"residues),",
"and",
"for",
"both",
"PCPG",
"(1:1)",
"membranes",
"we",
"report",
"54%",
"(6",
"out",
"of",
"11)",
"of",
"helicity",
"(Fig.",
"5c,d",
").",
"No",
"alpha-helix",
"formation",
"was",
"detected",
"in",
"L-BP100",
"on",
"bilayers",
"simulations",
"(Fig.",
"S3",
").",
"Therefore,",
"the",
"1.8",
"µs",
"simulation",
"was",
"not",
"enough",
"to",
"present",
"a",
"spontaneous",
"peptide",
"folding.",
"The",
"alpha-helix",
"formed",
"in",
"the",
"region",
"of",
"the",
"residues",
"5",
"to",
"9",
"showed",
"higher",
"stability",
"in",
"all",
"simulations",
"with",
"α-BP100",
"in",
"bilayers",
"(Fig.",
"5",
").",
"This",
"secondary",
"structure",
"pattern",
"led",
"us",
"to",
"suggest",
"that",
"the",
"residues",
"5",
"to",
"9",
"are",
"related",
"to",
"helix",
"nucleation,",
"in",
"which",
"the",
"formation",
"of",
"this",
"helix",
"core",
"could",
"be",
"the",
"first",
"step",
"in",
"the",
"AMP",
"actions.",
"Following",
"this",
"assumption,",
"we",
"tested",
"three",
"conformations",
"with",
"α-BP100",
"torsionally",
"constrained",
"in",
"three",
"regions:",
"res1–5,",
"res4–8,",
"res7–11",
"(Fig.",
"3",
")",
"and",
"simulated",
"with",
"pure",
"DPPG",
"membranes.",
"Figure",
"6",
"shows",
"the",
"evolution",
"of",
"the",
"secondary",
"structure",
"in",
"each",
"simulation."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"conformation",
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"was,",
"predominantly,",
"random",
"coil.",
"The",
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"an",
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"(Fig.",
"4a",
").",
"For",
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"we",
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"a",
"similar",
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"(Fig.",
"4b",
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"Circular",
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"10",
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"11",
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"30",
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"Figure",
"4",
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"structure",
"analyses",
"graphs",
"of",
"α",
"-BP100",
"(",
"a",
")",
"and",
"L",
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"In",
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"structure",
"(orange)",
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"alpha",
"helix",
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"(blue)",
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"residues",
"5",
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"Peptide",
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"conformation,",
"antimicrobial",
"activity,",
"and",
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"content",
"are",
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"11",
".",
"We",
"simulated",
"α-BP100",
"and",
"L-BP100",
"on",
"DPPC,",
"DPPG,",
"PCPG-R,",
"and",
"PCPG-NR",
"at",
"323",
"K,",
"above",
"DPPG",
"and",
"DPPC",
"transition",
"temperatures.",
"In",
"all",
"cases,",
"the",
"peptide",
"was",
"rapidly",
"adsorbed",
"on",
"the",
"membranes",
"and",
"diffused",
"laterally.",
"Figure",
"5",
"shows",
"that",
"the",
"BP100",
"alpha-helical",
"conformation",
"was",
"proportional",
"to",
"PG",
"content,",
"as",
"the",
"alpha-helix",
"percentage",
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"DPPC",
"is",
"considerably",
"smaller",
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"that",
"observed",
"in",
"DPPG-containing",
"membranes.",
"Alpha-helix",
"formed",
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"the",
"5",
"to",
"9",
"residues",
"region",
"(Lys-Lys-Ile-Leu-Lys)",
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"all",
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"Figure",
"5",
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"structure",
"analyses",
"of",
"α",
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"where",
"a",
"higher",
"propensity",
"of",
"maintaining",
"its",
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"was",
"observed.",
"For",
"pure",
"DPPG",
"(Fig."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"RDFs",
"includes",
"that",
"of",
"the",
"membrane",
"bound",
"peptide",
"250",
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"and",
"250",
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"flip.",
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"A",
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"curve,",
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"corresponding",
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"Additionally,",
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"polar",
"and",
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"pairs",
"were",
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"Peptide",
"hydration",
"The",
"time",
"evolution",
"of",
"the",
"solvent",
"shell",
"surrounding",
"the",
"peptide",
"in",
"its",
"α",
"and",
"L",
"conformations",
"in",
"all",
"simulated",
"membranes",
"was",
"analyzed",
"using",
"the",
"minimum",
"distance",
"distribution",
"function",
"(MDDF)",
"29",
"between",
"the",
"peptide",
"and",
"the",
"water",
"molecules,",
"as",
"well",
"as",
"the",
"average",
"number",
"of",
"water",
"molecules",
"N(r),",
"within",
"a",
"distance",
"r",
"=",
"0.5",
"nm,",
"named",
"here",
"as",
"N(0.5).",
"For",
"comparison",
"the",
"MDDF",
"of",
"BP100",
"in",
"water",
"was",
"used",
"to",
"define",
"the",
"bulk",
"water",
"hydration",
"shell",
"at",
"the",
"same",
"distance.",
"Results",
"The",
"17",
"sets",
"of",
"simulations",
"(Table",
"1",
")",
"were",
"run",
"for",
"more",
"than",
"25",
"µs",
"of",
"simulation",
"time,",
"and",
"each",
"unconstrained",
"peptide/membrane",
"simulation",
"had",
"at",
"least",
"1.6",
"µs",
"of",
"simulation.",
"After",
"comparing",
"the",
"simulated",
"membrane",
"properties",
"with",
"experimental",
"and",
"other",
"computational",
"studies",
"(Tables",
"S1",
"and",
"S2",
"),",
"we",
"systematically",
"analyzed",
"the",
"peptide",
"conformation",
"in",
"solution",
"and",
"on",
"bilayers,",
"peptide",
"trajectory,",
"and",
"dynamics",
"on",
"membranes",
"and",
"the",
"effect",
"of",
"BP100",
"on",
"model",
"bilayers.",
"In",
"the",
"following",
"sections,",
"we",
"describe",
"our",
"results.",
"Secondary",
"structure",
"Peptide",
"in",
"solution",
"To",
"study",
"BP100",
"secondary",
"structure",
"in",
"water,",
"we",
"did",
"simulations",
"for",
"more",
"than",
"2",
"µs",
"with",
"both",
"α-BP100",
"and",
"L-BP100",
"initial",
"conformations.",
"Figure",
"4",
"shows",
"that",
"BP100",
"conformation",
"in",
"solution",
"was,",
"predominantly,",
"random",
"coil.",
"The",
"peptide",
"lost",
"the",
"initial",
"alpha",
"helix",
"conformation",
"in",
"approximately",
"40",
"ns",
"when",
"starting",
"with",
"an",
"alpha-helix",
"configuration",
"and",
"occasionally",
"formed",
"an",
"alpha-helix",
"turn",
"in",
"the",
"5–9",
"residue",
"region",
"(Fig.",
"4a",
")."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"For",
"all",
"these",
"initial",
"conditions,",
"we",
"obtained",
"the",
"same",
"final",
"location",
"and",
"orientation",
"of",
"the",
"peptide",
"that",
"will",
"be",
"discussed",
"in",
"the",
"results",
"section.",
"To",
"investigate",
"the",
"influence",
"of",
"small",
"core",
"alpha-helical",
"sequences",
"in",
"BP100",
"to",
"its",
"stability",
"when",
"interacting",
"with",
"bilayers,",
"constrained",
"simulations",
"of",
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"performed.",
"The",
"alpha-helix",
"dihedral",
"angles",
"(ϕ",
"=",
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"−40°)",
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"fixed:",
"1–5",
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"4–8",
"(Phe-Lys-Lys-Ile-Leu)",
"and",
"7–11",
"(Ile-Leu-Lys-Tyr-Leu)",
"residues",
"(Fig.",
"3",
").",
"We",
"maintained",
"the",
"constrained",
"regions",
"during",
"the",
"simulations.",
"Figure",
"3",
"Starting",
"structures",
"for",
"peptides",
"with",
"permanent",
"constrained",
"dihedral",
"angles.",
"Following",
"the",
"previous",
"lipid",
"membrane",
"systems,",
"energy-minimization,",
"NVT,",
"and",
"NPT",
"ensembles",
"were",
"used",
"in",
"the",
"equilibration",
"stage",
"of",
"the",
"MD",
"simulation.",
"Simulation",
"details",
"MD",
"simulations",
"were",
"carried",
"out",
"with",
"a",
"2",
"fs",
"time-step",
"with",
"a",
"Leap-Frog",
"integrator",
"24",
",",
"in",
"isobaric-isothermal",
"(NPT)",
"ensemble,",
"at",
"323",
"K",
"(50",
"°C)",
"with",
"temperature",
"coupling",
"treated",
"separately",
"for",
"BP100,",
"lipids,",
"water",
"and",
"ions",
"with",
"the",
"V-rescale",
"thermostat",
"25",
".",
"Atmospheric",
"pressure",
"of",
"1",
"bar",
"was",
"kept",
"with",
"the",
"Berendsen",
"barostat",
"26",
"and",
"semi-isotropic",
"pressure",
"coupling",
"was",
"used",
"for",
"all",
"systems.",
"All",
"bonds",
"were",
"constrained",
"with",
"LINCS",
"27",
"algorithm.",
"Long-range",
"electrostatic",
"correction",
"was",
"treated",
"by",
"a",
"Particle-mesh-Ewald",
"method",
"28",
"with",
"a",
"real-space",
"cut-off",
"of",
"1.5",
"nm.",
"van",
"der",
"Waals",
"interactions",
"were",
"truncated",
"at",
"1.5",
"nm",
"distance",
"with",
"a",
"switch",
"function",
"from",
"1.4",
"nm.",
"Simulation",
"analyses",
"Lipid/peptide",
"contacts",
"For",
"the",
"computation",
"of",
"lipid",
"contacts",
"with",
"BP100",
"and",
"pair",
"frequency,",
"we",
"labeled",
"some",
"lipid(s)",
"and",
"BP100",
"atoms",
"as",
"“polar”",
"or",
"“apolar”,",
"based",
"on",
"charges."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"One",
"membrane",
"was",
"composed",
"of",
"randomly",
"distributed",
"lipids",
"(PCPG-NR)",
"on",
"both",
"leaflets",
"and",
"the",
"other,",
"a",
"4",
"×",
"4",
"DPPG",
"raft",
"was",
"placed",
"in",
"the",
"center",
"of",
"both",
"monolayers",
"(PCPG-R)",
"and",
"the",
"remaining",
"48",
"lipids",
"were",
"randomly",
"distributed",
"(Fig.",
"2",
").",
"Figure",
"2",
"Initial",
"membrane",
"configurations",
"membranes.",
"TIP3P",
"water",
"molecules",
"were",
"used",
"to",
"solvate",
"our",
"systems,",
"with",
"an",
"approximately",
"53",
"water/lipid",
"ratio.",
"Na",
"+",
"ions",
"(Aqvist",
"21",
")",
"were",
"included",
"to",
"counter-balance",
"charges",
"of",
"membranes",
"containing",
"DPPG.",
"All",
"bilayer",
"sets",
"were",
"minimized",
"and",
"equilibrated",
"for",
"20",
"ps",
"in",
"a",
"NVT",
"ensemble",
"and",
"thereafter,",
"in",
"NPT",
"conditions",
"for",
"50",
"ns.",
"After",
"that,",
"the",
"bilayers",
"were",
"simulated",
"for",
"860",
"ns",
"(DPPC),",
"1100",
"ns",
"(DPPG)",
"and",
"1200",
"ns",
"(for",
"both",
"PCPG-R",
"and",
"PCPG-NR).",
"The",
"area",
"per",
"lipid",
"and",
"membrane",
"thickness",
"were",
"calculated",
"for",
"all",
"membranes",
"and",
"thNen",
"compared",
"with",
"experimental",
"data",
"and",
"those",
"obtained",
"by",
"Slipids",
"authors",
"(Tables",
"S1",
"and",
"S2",
").",
"The",
"last",
"trajectory",
"frames",
"of",
"the",
"membrane",
"simulations",
"were",
"used",
"to",
"build",
"our",
"peptide-lipid",
"systems.",
"Peptide-in-solution",
"and",
"peptide-lipid",
"systems",
"Following",
"a",
"study",
"by",
"Beauchamp",
"et",
"al.",
"22",
",",
"ff99sb-ildn-NMR",
"force",
"field",
"was",
"chosen",
"to",
"characterize",
"BP100",
"in",
"our",
"modeling",
"due",
"to",
"its",
"good",
"performance",
"in",
"simulating",
"peptides",
"and",
"proteins",
"structures",
"in",
"TIP3P",
"water",
"when",
"compared",
"with",
"NMR",
"measurements.",
"BP100",
"(H-Lys-Lys-Leu-Phe-Lys-Lys-Ile-Leu-Lys-Tyr-Leu-NH",
"2",
")",
"has",
"an",
"amidated",
"C-terminal",
"and",
"a",
"+6",
"charge",
"at",
"physiological",
"pH,",
"with",
"all",
"its",
"Lysines",
"and",
"N-terminal",
"amine",
"protonated.",
"To",
"study",
"secondary",
"structure",
"behavior",
"of",
"BP100",
"both",
"in",
"solution",
"and",
"in",
"bilayers,",
"two",
"initial",
"BP100",
"conformations",
"were",
"used:",
"linear",
"BP100",
"(",
"L",
"-BP100)",
"and",
"alpha-helical",
"BP100",
"(",
"α",
"-BP100)",
"(Fig.",
"1",
"a,b",
")."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Table",
"1",
"shows",
"all",
"simulation",
"systems",
"and",
"its",
"simulation",
"time.",
"The",
"program",
"used",
"to",
"analyze",
"the",
"hydration",
"shell",
"of",
"the",
"peptide",
"using",
"the",
"Minimum",
"Distance",
"Distribution",
"Function",
"was",
"developed",
"in",
"our",
"group.",
"Table",
"1",
"Table",
"containing",
"all",
"MD",
"simulation",
"sets",
"carried",
"out",
"in",
"this",
"work.",
"For",
"bilayers,",
"we",
"used",
"Slipids",
"forcefield",
"and",
"ff99sb-ildn-NMR",
"for",
"BP100.",
"All",
"sets",
"were",
"simulated",
"at",
"323",
"K",
"(above",
"DPPC",
"and",
"DPPG",
"transition",
"temperatures)",
"and",
"1",
"bar.",
"L",
"-BP100",
"indicate",
"constraint-free",
"simulations",
"using",
"random",
"coil",
"BP100",
"as",
"peptide",
"starting",
"configuration",
"and",
"α",
"-BP100,",
"as",
"alpha",
"helix.",
"Res1–5,",
"res4–8",
"and",
"res7–11",
"indicate",
"simulations",
"with",
"BP100",
"with",
"permanent",
"constraints",
"on",
"the",
"referred",
"residues.",
"Simulation",
"sets",
"Simulations",
"Peptide/Lipid",
"Waters/Lipid",
"Time",
"(ns)",
"Bilayers",
"DPPC",
"0/128",
"54",
"860",
"DPPG",
"53",
"1100",
"PCPG-R",
"0/[64/64]",
"54",
"1200",
"PCPG-NR",
"52",
"1200",
"Peptide",
"in",
"water",
"L",
"-BP100",
"in",
"water",
"1/0",
"—",
"2000",
"α",
"-BP100",
"in",
"water",
"—",
"2850",
"Peptide",
"with",
"bilayers",
"L",
"-BP100",
"in",
"DPPC",
"1/128",
"54",
"1700",
"α",
"-BP100",
"in",
"DPPC",
"54",
"2000",
"L",
"-BP100",
"in",
"DPPG",
"1/128",
"53",
"1700",
"α",
"-BP100",
"in",
"DPPG",
"53",
"2000",
"L",
"-BP100",
"in",
"PCPG-R",
"1/[64/64]",
"54",
"1600",
"α",
"-BP100",
"in",
"PCPG-R",
"54",
"2000",
"L",
"-BP100",
"in",
"PCPG-NR",
"1/[64/64]",
"52",
"1700",
"α",
"-BP100",
"in",
"PCPG-NR",
"52",
"2000",
"Partially",
"constrained",
"peptide",
"in",
"DPPG",
"α-",
"BP100",
"(res1–5)",
"in",
"DPPG",
"1/128",
"54",
"600",
"α-",
"BP100",
"(res4–8)",
"in",
"DPPG",
"54",
"600",
"α-",
"BP100",
"(res7–11)",
"in",
"DPPG",
"54",
"600",
"Lipid",
"bilayers",
"We",
"used",
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"forcefield",
"19",
"parameters",
"were",
"chosen",
"to",
"simulate",
"DPPC,",
"DPPG,",
"and",
"DPPC/DPPG",
"mixed",
"bilayers."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"A",
"detailed",
"description",
"of",
"peptide/membrane",
"interactions",
"at",
"the",
"atomic",
"scale",
"may",
"help",
"to",
"gain",
"information",
"on",
"CAMPs",
"disruption",
"mechanisms,",
"permitting",
"the",
"rational",
"design",
"of",
"new",
"derivatives",
"and,",
"therefore,",
"the",
"better",
"therapeutic",
"use",
"of",
"these",
"novel",
"antimicrobials.",
"Molecular",
"Dynamics",
"(MD)",
"simulations",
"provide",
"atomic-level",
"insights",
"and",
"have",
"been",
"widely",
"used",
"to",
"study",
"the",
"interaction",
"of",
"AMPs",
"with",
"membranes",
"15",
"–",
"18",
".",
"MD",
"simulations",
"were",
"also",
"utilized",
"to",
"study",
"BP100’s",
"structure",
"and",
"activity:",
"Wang",
"Y.",
"et",
"al.",
"17",
"performed",
"an",
"8",
"µs-long",
"MD",
"simulation",
"of",
"BP100",
"in",
"DMPC",
"bilayer",
"and",
"found",
"that",
"BP100",
"remained",
"in",
"the",
"surface-bound-state",
"inserting",
"through",
"its",
"C-terminus.",
"They",
"also",
"reported",
"the",
"unfolding",
"of",
"BP100",
"N-terminus",
"(Lys1",
"and",
"Lys2)",
"after",
"1.5",
"µs,",
"resulting",
"in",
"a",
"tilt",
"angle",
"of",
"97°",
"and",
"81%",
"helicity",
"10",
",",
"17",
".",
"In",
"a",
"study",
"with",
"Brownian",
"Dynamics",
"simulations",
"with",
"a",
"coarse-grained",
"peptide",
"model,",
"Alves",
"et",
"al.",
"18",
"simulated",
"BP100",
"confined",
"in",
"model",
"membranes",
"at",
"293",
"K",
"for",
"1",
"µs",
"each",
"and",
"reported",
"the",
"high",
"stability",
"of",
"BP100",
"pre-folded",
"alpha",
"helix",
"and",
"a",
"threefold",
"decrease",
"in",
"its",
"lateral",
"diffusion",
"in",
"POPC:",
"POPG",
"membranes",
"relative",
"to",
"that",
"in",
"POPC",
"membrane",
"18",
".",
"In",
"this",
"work",
"we",
"report",
"simulations,",
"in",
"solution",
"and",
"membranes,",
"extending",
"for",
"more",
"than",
"25",
"µs",
"of",
"BP100",
"and",
"membranes",
"of",
"1,2-dipalmitoyl-sn-glycerol-3-phosphocholine",
"(DPPC),",
"1,2-dipalmitoyl-sn-glycerol-3-phosphoglycerol",
"(DPPG),",
"and",
"DPPC:",
"DPPG",
"mixtures",
"(1:1).",
"We",
"systematically",
"investigated",
"the",
"dependence",
"of",
"BP100",
"secondary",
"structure",
"on",
"DPPG",
"lipids",
"which",
"agrees",
"with",
"experimental",
"findings",
"11",
".",
"We",
"also",
"analyzed",
"the",
"contribution",
"of",
"PG-containing",
"lipid",
"rafts",
"on",
"BP100",
"conformation",
"and",
"behavior.",
"In",
"most",
"simulations",
"containing",
"DPPG",
"lipids,",
"we",
"observed",
"the",
"occurrence",
"of",
"a",
"dynamic",
"transition",
"of",
"the",
"peptide",
"adsorbed",
"at",
"the",
"membrane",
"interface,",
"where",
"the",
"apolar",
"facet",
"of",
"the",
"BP100",
"(Fig."
] |
Original work titled: 'Binding and Flip as Initial Steps for BP-100 Antimicrobial Actions' (Scientific Reports/Nature Publishing Group UK) by the following authors: Peter Park; Leandro R. Franco; Hernan Chaimovich; Kaline Coutinho; Iolanda M. Cuccovia; Filipe S. Lima DOI: 10.1038/s41598-019-45075-5 | 5388809896c7b2a9adf5d708f6ea4b08 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"[",
"26",
"]."
] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"[",
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"[",
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"The",
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"approach",
"to",
"the",
"prevention",
"and",
"treatment",
"of",
"CID",
"from",
"a",
"microbiological",
"perspective.",
"Subjects",
"and",
"methods",
"Subjects",
"Patients",
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"CRC",
"treated",
"at",
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"Hospital",
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"January",
"2016",
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"Ethics",
"Committee",
"of",
"Huzhou",
"Central",
"Hospital",
"(No.",
"201601023)."
] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"②",
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"with",
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"intestinal",
"diseases,",
"such",
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"ulcerative",
"colitis",
"and",
"Crohn’s",
"disease.",
"③",
"Alternation",
"of",
"chemotherapy",
"regimen",
"and",
"chemotherapeutic",
"dosage",
"or",
"the",
"occurrence",
"of",
"progression",
"of",
"the",
"disease",
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"during",
"the",
"8",
"cycles",
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"the",
"CapeOX",
"regimen.",
"④",
"Patients",
"who",
"accepted",
"neo-adjuvant",
"chemotherapy.",
"⑤",
"Patients",
"with",
"a",
"history",
"of",
"the",
"use",
"of",
"oral",
"microbial",
"agents",
"within",
"1",
"month",
"before",
"chemotherapy.",
"⑥",
"Patients",
"with",
"another",
"primary",
"cancer.",
"⑦",
"Patients",
"with",
"known",
"primary",
"organ",
"failure.",
"⑧",
"Patients",
"who",
"could",
"not",
"obtained",
"the",
"stool",
"samples",
"(n",
"=",
"15)",
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"obtained",
"unqualified",
"stool",
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"All",
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"subjects",
"signed",
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"consent",
"under",
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"approved",
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"the",
"Ethics",
"Committee",
"of",
"Huzhou",
"Central",
"Hospital.",
"CRC",
"patients",
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"without",
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"were",
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"experimental",
"group",
"and",
"control",
"group,",
"respectively.",
"According",
"to",
"National",
"Cancer",
"Institute",
"Common",
"Toxicity",
"Criteria",
"(NCI",
"CTC)",
"V3.0",
"[",
"30",
"]",
"CID",
"grade",
"1",
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"defined",
"as",
"the",
"number",
"of",
"defecations",
"increased",
"to",
"less",
"than",
"4",
"times",
"a",
"day",
"and",
"an",
"excretion",
"volume",
"slightly",
"increased.",
"During",
"a",
"course",
"of",
"8",
"cycles",
"of",
"chemotherapy",
"administered",
"over",
"nearly",
"half",
"a",
"year,",
"there",
"are",
"many",
"factors",
"that",
"can",
"cause",
"diarrhea,",
"and",
"these",
"factors",
"interfere",
"with",
"the",
"diagnosis",
"of",
"CID.",
"Clinical",
"intervention",
"measures,",
"such",
"as",
"using",
"antibiotics",
"and",
"antidiarrheal",
"drugs,",
"may",
"be",
"performed",
"and",
"the",
"chemotherapy",
"regimen",
"may",
"be",
"changed",
"in",
"patients",
"with",
"CID",
"grade",
"3",
"and",
"grade",
"4.",
"Therefore,",
"we",
"did",
"not",
"include",
"patients",
"with",
"grade",
"1,",
"grade",
"3",
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"grade",
"4",
"in",
"the",
"experimental",
"group.",
"CID",
"grade",
"2",
"is",
"defined",
"as",
"the",
"number",
"of",
"defecations",
"increased",
"to",
"4–6",
"times",
"per",
"day",
"or",
"nocturnal",
"stools,",
"with",
"the",
"amount",
"of",
"excretion",
"increased",
"but",
"with",
"no",
"interference",
"in",
"daily",
"life.",
"All",
"of",
"the",
"subjects",
"recruited",
"into",
"the",
"experimental",
"group",
"were",
"CID",
"grade",
"2",
"in",
"the",
"present",
"study.",
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"of",
"clinical",
"data",
"and",
"stool",
"samples",
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"information",
"and",
"clinical",
"serological",
"indicators",
"were",
"obtained",
"from",
"the",
"medical",
"record",
"management",
"system",
"of",
"Huzhou",
"Central",
"Hospital",
"with",
"informed",
"consent",
"from",
"patients.",
"Stool",
"samples",
"of",
"the",
"patients",
"were",
"collected",
"in",
"the",
"2",
"weeks",
"after",
"the",
"8",
"cycles",
"of",
"chemotherapy.",
"Stool",
"samples",
"were",
"collected",
"in",
"the",
"morning",
"prior",
"to",
"breakfast."
] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"electrophoresis",
"through",
"a",
"2.0%",
"(w/v)",
"agarose",
"gel."
] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Fig.",
"4",
"Functional",
"analysis.",
"The",
"Picrust",
"software",
"was",
"used",
"to",
"analyze",
"the",
"pathway",
"based",
"on",
"the",
"KEGG",
"database.",
"The",
"significant",
"differences",
"in",
"functional",
"metabolism",
"are",
"shown",
"in",
"the",
"figure",
"Discussion",
"The",
"CapeOX",
"regimen",
"is",
"recommended",
"as",
"the",
"postoperative",
"adjuvant",
"chemotherapy",
"regimen",
"in",
"resected",
"CRC",
"patients",
"with",
"stage",
"III",
"or",
"high-risk",
"stage",
"II",
"[",
"35",
"].",
"The",
"high-risk",
"factors",
"in",
"stage",
"II",
"may",
"affect",
"the",
"accuracy",
"of",
"experimental",
"results,",
"Thus,",
"CRC",
"patients",
"with",
"stage",
"III",
"were",
"recruited",
"in",
"the",
"present",
"study.",
"According",
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"the",
"NCCN",
"guidelines,",
"the",
"CapeOX",
"regimen",
"for",
"resected",
"stage",
"III",
"CRC",
"has",
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"as",
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"cycles",
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"capecitabine",
"(1000",
"mg/m",
"2",
"twice",
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"combined",
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"oxaliplatin",
"(130",
"mg/m",
"2",
"every",
"3",
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"[",
"36",
"].",
"CID",
"is",
"one",
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"the",
"most",
"common",
"side",
"effects",
"of",
"the",
"CapeOX",
"regimen",
"[",
"37",
"].",
"The",
"degree",
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"diarrhea",
"caused",
"by",
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"chemotherapeutic",
"agents",
"varies.",
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"for",
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"cancer,",
"the",
"most",
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"that",
"cause",
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"are",
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"irinotecan",
"and",
"platinum,",
"and",
"the",
"incidence",
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"diarrhea",
"associated",
"with",
"these",
"drugs",
"can",
"be",
"as",
"high",
"as",
"50–80%",
"[",
"38",
"].",
"Our",
"previous",
"clinical",
"investigation",
"found",
"that",
"the",
"probability",
"of",
"CID",
"increased",
"with",
"an",
"increase",
"of",
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"frequency",
"and",
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"dosage",
"and",
"most",
"cases",
"of",
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"occur",
"within",
"2",
"weeks",
"after",
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"Therefore,",
"in",
"the",
"present",
"study,",
"stool",
"samples",
"from",
"the",
"patients",
"were",
"collected",
"in",
"2",
"weeks",
"after",
"the",
"8",
"cycles",
"of",
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"the",
"CapeOX",
"regimen",
"were",
"completed.",
"Studies",
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"et",
"al.",
"[",
"39",
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"suggested",
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"sequences",
"was",
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"decreased",
"in",
"patients",
"with",
"diarrhea-predominant",
"irritable",
"bowel",
"syndrome.",
"Lee",
"[",
"40",
"]",
"has",
"reported",
"the",
"community",
"diversity",
"of",
"gut",
"microbiome",
"is",
"lower",
"in",
"patients",
"with",
"kidney",
"posttransplant",
"diarrhea.",
"Similar",
"results",
"have",
"been",
"reported",
"in",
"dogs",
"with",
"acute",
"diarrhea",
"[",
"41",
"].",
"The",
"research",
"on",
"these",
"diarrhea",
"diseases",
"is",
"consistent",
"with",
"our",
"findings."
] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"The",
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"proportion",
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"Petroica",
"boodang",
"in",
"patients",
"with",
"CID",
"remains",
"a",
"phenomenon",
"of",
"concern.",
"Microorganisms",
"can",
"adjust",
"and",
"modify",
"their",
"surroundings",
"due",
"to",
"their",
"metabolic",
"products.",
"A",
"series",
"of",
"enzymes",
"and",
"genes",
"participate",
"in",
"the",
"process",
"of",
"metabolism",
"[",
"12",
"].",
"Functional",
"analysis",
"of",
"these",
"enzymes",
"and",
"genes",
"would",
"be",
"conducive",
"to",
"understand",
"the",
"whole",
"microecological",
"environment.",
"In",
"the",
"present",
"study,",
"we",
"screened",
"75",
"differentiated",
"microorganisms",
"at",
"the",
"species",
"level",
"by",
"using",
"LDA",
"effect",
"size",
"analysis",
"as",
"well",
"as",
"23",
"pathways",
"associated",
"with",
"differential",
"microorganisms",
"by",
"using",
"KEGG",
"databases.",
"These",
"differential",
"pathways",
"are",
"related",
"to",
"microbial",
"metabolites,",
"cell",
"proliferation",
"and",
"death,",
"immune",
"system,",
"and",
"many",
"other",
"aspects.",
"These",
"differentiated",
"microorganisms,",
"their",
"metabolic",
"products",
"and",
"the",
"relevant",
"pathways",
"make",
"up",
"the",
"intestinal",
"microecosystem",
"that",
"causes",
"CID.",
"These",
"results",
"may",
"provide",
"characteristic",
"microorganisms",
"or",
"potential",
"molecular",
"targets",
"for",
"the",
"treatment",
"and",
"prevention",
"of",
"CID.",
"It",
"must",
"be",
"emphasized",
"that",
"small",
"sample",
"size",
"and",
"potential",
"sample",
"contamination",
"may",
"affect",
"the",
"accuracy",
"of",
"the",
"present",
"study.",
"Strict",
"inclusion",
"and",
"exclusion",
"criteria",
"was",
"performed",
"in",
"this",
"study.",
"Subjects",
"in",
"the",
"experimental",
"group",
"were",
"only",
"included",
"the",
"resected",
"stage",
"III",
"colorectal",
"cancer",
"(CRC)",
"patients",
"who",
"voluntarily",
"accepted",
"and",
"completed",
"8",
"cycles",
"of",
"the",
"CapeOX",
"regimen",
"and",
"accompanied",
"with",
"grade",
"2",
"of",
"CID.",
"Thus,",
"the",
"small",
"sample",
"size",
"limits",
"the",
"applicability",
"of",
"the",
"findings.",
"A",
"multi-center,",
"large",
"study",
"will",
"provide",
"more",
"powerful",
"data",
"to",
"support",
"the",
"clarification",
"of",
"the",
"microbial",
"differences",
"in",
"CRC",
"patients",
"with",
"CID.",
"Conclusion",
"Chemotherapy",
"induced",
"diarrhea",
"(CID)",
"is",
"a",
"common",
"side",
"effect",
"in",
"patients",
"receiving",
"chemotherapy",
"for",
"cancer.",
"In",
"the",
"present",
"study,",
"We",
"found",
"that",
"the",
"gut",
"microbial",
"community",
"structure",
"and",
"community",
"diversity",
"have",
"changed",
"in",
"CRC",
"patients",
"with",
"CID.",
"The",
"gut",
"microbial",
"community",
"richness",
"and",
"community",
"diversity",
"were",
"lower",
"in",
"CID.",
"Petroica",
"boodang",
"was",
"the",
"most",
"predominant",
"species",
"among",
"the",
"gut",
"microbiome",
"in",
"CRC",
"patients",
"with",
"CID.",
"It",
"may",
"provide",
"novel",
"insights",
"into",
"the",
"prevention",
"and",
"treatment",
"of",
"patients",
"with",
"CID",
"to",
"improve",
"patients’",
"quality",
"of",
"life",
"and",
"chemotherapy",
"tolerance."
] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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"Lee",
"[",
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"diversity",
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"microbiome",
"is",
"lower",
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"patients",
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"kidney",
"posttransplant",
"diarrhea.",
"Similar",
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"reported",
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"[",
"41",
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"The",
"research",
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"may",
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"imbalance",
"of",
"gut",
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"The",
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"bacteria",
"leads",
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"normal",
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"the",
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"Our",
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] |
Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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Original work titled: 'Gut microbiome associated with chemotherapy-induced diarrhea from the CapeOX regimen as adjuvant chemotherapy in resected stage III colorectal cancer' (Gut Pathogens/BioMed Central) by the following authors: Zuo Fei; Yin Lijuan; Yang Xi; Wu Wei; Zhong Jing; Da Miao; Han Shuwen DOI: 10.1186/s13099-019-0299-4 | f7083ca86a7871cc8d04d2500480cbf3 | CC-BY | http://creativecommons.org/licenses/by/4.0/ | 4.0 | [
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End of preview. Expand
in Data Studio
Dataset Summary
TEA – Pathogen Identifier and Strain Tagger is a curated biomedical corpus comprising:
- 505 full-text articles curated for human microbial pathogens
- 400 articles focused on microbial strains
The dataset includes over 3,500 entity spans annotated in IOB2 format.
Licensing
All examples in the main
branch (i.e. inside all/species/strains/raw subsets) are released under the CC BY license.
For a small number of additional examples available under other CC licenses, please refer to the all-data
branch.
Usage
from datasets import load_dataset
# Load augmented versions
pathogens_ds = load_dataset("tznurmin/tea_curated", "pathogens-all", split="train")
strains_ds = load_dataset("tznurmin/tea_curated", "strains-species", split="train")
print(pathogens_ds[1589])
print(len(strains_ds))
For development or regenerating augmentations, you can use the dyn-aug branch:
Clone the dataset repository
git clone https://huggingface.co/datasets/tznurmin/tea_curated
cd tea_curated
git checkout dyn-aug
# Install lfs if needed
git lfs install
# Pull the data files
git lfs pull
Install dependencies
# Optional but recommended
python -m venv .venv
# On Windows: .venv\Scripts\activate
source .venv/bin/activate
# Install the required packages
pip install datasets transformers # or use requirements.txt
# TEA handles augmentation
pip install 'git+https://github.com/tznurmin/TEA.git@main#egg=tea'
Usage
from datasets import load_dataset
pathogens_ds = load_dataset("tea_curated.py", "pathogens-all", split="train", trust_remote_code=True)
strains_ds = load_dataset("tea_curated.py", "strains-all", split="train", trust_remote_code=True)
print(pathogens_ds[1589])
print(len(strains_ds))
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