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{"GSE34945": {"is_usable": false, "is_gene_available": false, "is_trait_available": true, "is_available": false, "is_biased": null, "has_age": null, "has_gender": null, "sample_size": null, "note": null}, "GSE28893": {"is_usable": false, "is_gene_available": true, "is_trait_available": false, "is_available": false, "is_biased": null, "has_age": null, "has_gender": null, "sample_size": null, "note": null}, "GSE181339": {"is_usable": true, "is_gene_available": true, "is_trait_available": true, "is_available": true, "is_biased": false, "has_age": false, "has_gender": true, "sample_size": 78, "note": "This dataset compares gene expression between matched tumor and non-tumor kidney tissue samples."}, "GSE111567": {"is_usable": false, "is_gene_available": false, "is_trait_available": false, "is_available": false, "is_biased": null, "has_age": null, "has_gender": null, "sample_size": null, "note": "The dataset contains gene expression data from peripheral blood mononuclear cells measured with HumanHT-12 v4 microarray but lacks LDL cholesterol level measurements."}, "TCGA_LIHC": {"is_usable": true, "is_gene_available": true, "is_trait_available": true, "is_available": true, "is_biased": false, "has_age": true, "has_gender": true, "sample_size": 423, "note": "Data from TCGA Liver Cancer cohort used as proxy for LDL cholesterol studies due to liver's role in cholesterol metabolism. Age was calculated from days_to_birth for more accurate values."}} |