{ "scope": "Real public airway processed gene counts; no FASTQ mapping, original-paper replication or functional validation", "data": { "package": "airway", "geo": "GSE52778", "input_genes": 63677, "samples": 8, "paired_cell_lines": 4, "upstream_reference": "GRCh37 / Ensembl release 75 as described in airway vignette", "prefilter": "rowSums(raw_counts) >= 10", "retained_genes": 22369 }, "model": { "design": "~ cell + dex", "contrast": "trt versus untrt", "alpha": 0.05, "design_rank": 5, "residual_df": 3, "shrinkage": "apeglm; original Wald P and padj retained; posterior SD is not original Wald SE", "threshold_test": "H0: abs(log2FC) <= 1, greaterAbs" }, "results": { "significant": 4030, "up": 2208, "down": 1822, "status_counts": { "tested": 17165, "independent_filter": 5204, "pvalue_NA_review_Cooks_or_other": 0 }, "no_independent_filter_significant": 3820, "threshold1_significant": 243, "independent_filter_baseMean_threshold": 6.1363644452, "pca_percent_variance": [0.47842864474, 0.23383404452] }, "checks": { "shuffled_metadata_aligned_by_ID": true, "paired_design_full_rank": true, "reverse_contrast_negates_LFC_preserves_P": true, "unfiltered_padj_matches_BH": true, "shrinkage_preserves_Wald_P_and_padj": true }, "versions": { "R": "4.4.3", "airway": "1.26.0", "DESeq2": "1.46.0", "apeglm": "1.28.0", "jsonlite": "2.0.0" } }