Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Exploiting convergent phenotypes to derive a pan-cancer cisplatin response gene expression signature.

  PMID 37076665 · PMC10115855 · NPJ precision oncology · 2023 · 8 claims · 8 setups

  Has reproduction · 50

  A convergent-phenotype-based seed gene/co-expression method can extract consensus gene expression signatures predictive of response to chemotherapeutic drugs in the GDSC database

  epithelial-based tcga gdsc muscle-invasive differential co-expression signature

• Transcriptomic profiling of skeletal muscle adaptations to exercise and inactivity.

  PMID 31980607 · PMC6981202 · Nature communications · 2020 · 6 claims · 4 setups

  Has reproduction · 52

  A meta-analysis (MetaMEx) of 66 published human skeletal muscle datasets reveals pathways selectively activated by inactivity, aerobic versus resistance, and acute versus chronic exercise training.

  skeletal healthy transcriptomic qpcr metabolic

• Sources of variability and effect of experimental approach on expression profiling data interpretation.

  PMID 11936955 · PMC65691 · BMC bioinformatics · 2002 · 8 claims · 7 setups

  Full-text index only

  Intra-patient tissue heterogeneity (different regions of the same biopsy) is often the greatest source of variability in expression profiling

  skeletal muscle spleen myogenic affymetrix duplicate unsupervised

• Comparative profiling of skeletal muscle models reveals heterogeneity of transcriptome and metabolism.

  PMID 31825657 · PMC7099524 · American journal of physiology. Cell physiology · 2020 · 8 claims · 8 setups

  Has reproduction · 64

  L6, C2C12, and primary human myotubes show substantial heterogeneity in transcriptomic and metabolic profiles

  c2c12 transcriptomic proliferation brdu

• Identification of immune-related signatures and pathogenesis differences between thoracic aortic aneurysm patients with bicuspid versus tricuspid valves via weighted gene co-expression network analysis.

  PMID 37883426 · PMC10602290 · PloS one · 2023 · 6 claims · 7 setups

  Has reproduction · 97

  TAA/TAV pathogenesis is more associated with immune-related gene expression than TAA/BAV, with two WGCNA gene modules (brown and blue) enriched for immune functions.

  aortic brown genes training wgcna biological gsva

• Longitudinal analysis of early stage sarcopenia in aging rhesus monkeys.

  PMID 18983905 · PMC2693938 · Experimental gerontology · 2009 · 8 claims · 6 setups

  Full-text index only

  mtDNA deletion mutations induce ETS enzyme abnormalities (COXneg/SDHhyp phenotypes) linked to intra-fiber atrophy and fiber loss

  rhesus vastus muscle single dual hematoxylin immunohistochemistry

• Discovery of molecular subtypes in leiomyosarcoma through integrative molecular profiling.

  PMID 19901961 · PMC2820592 · Oncogene · 2010 · 8 claims · 6 setups

  Full-text index only

  Unsupervised gene expression clustering identifies 3 reproducible molecular subtypes of LMS (Group I/muscle-enriched, Group II, Group III)

  lms independent soft gene array immunohistochemistry

• Estimation of genetic parameters and genome-wide association study for carcass traits in native chickens.

  PMID 40211845 · PMC12229932 · Animal bioscience · 2025 · 7 claims · 5 setups

  Has reproduction · 71

  311 SNPs and 73 candidate genes (e.g., IGF2BP1, BMP3, ACSL5) are significantly associated with carcass traits in Sanhuang chickens

  sanhuang chickens chicken breast whole-genome phenotypic genomic

• Coding and non-coding roles of MOCCI (C15ORF48) coordinate to regulate host inflammation and immunity.

  PMID 33837217 · PMC8035321 · Nature communications · 2021 · 8 claims · 8 setups

  Has reproduction · 68

  MOCCI (encoded by C15ORF48) is a mito-SEP upregulated during inflammation and infection that promotes host-protective resolution

  aortic failing colon hek293t ribo-seq wgcna-gsea gene

• Under the Shadow: Old-biased Genes Are Subject to Weak Purifying Selection at Both the Tissue- and Cell Type-Specific Levels.

  PMID 41092135 · PMC12569596 · Genome biology and evolution · 2025 · 8 claims · 6 setups

  Has reproduction · 93

  Age-related decrease in transcriptome conservation (ADICT) is commonly found in ageing tissues of nonmammalian species (chicken brain, killifish liver and skin, fruit fly brain).

  gallus nothobranchius drosophila heterocephalus bulk single-cell

• Optimal scaling of digital transcriptomes.

  PMID 24223126 · PMC3819321 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Fifteen existing and novel transcript-count normalization algorithms can be compared with two novel, mutually independent metrics: the number of "uniform" genes (sufficiently low coefficient of variation after normalization) and low average Spearman correlation between normalized expression profiles of gene pairs.

  tissues bodymap mapped 16-sample bulk read transcript

• Widespread ectopic expression of olfactory receptor genes.

  PMID 16716209 · PMC1508154 · BMC genomics · 2006 · 8 claims · 6 setups

  Full-text index only

  OR genes show widespread, locus-dependent, heterogeneous ectopic expression across dozens of non-olfactory human and mouse tissues

  tissues olfactory intact probesets microarray est custom

• A reference profile-free deconvolution method to infer cancer cell-intrinsic subtypes and tumor-type-specific stromal profiles.

  PMID 32111252 · PMC7049190 · Genome medicine · 2020 · 8 claims · 8 setups

  Has reproduction · 91

  DeClust is a reference profile-free deconvolution method that simultaneously deconvolves bulk tumor expression into cancer, immune, and stromal compartments and clusters samples into cancer cell-intrinsic molecular subtypes, outputting subtype-specific reference profiles for the cohort rather than for individuals.

  solid muscle-invasive ccrcc for bulk single-cell scrna-seq

• miRge 2.0 for comprehensive analysis of microRNA sequencing data.

  PMID 30153801 · PMC6112139 · BMC bioinformatics · 2018 · 8 claims · 6 setups

  Has reproduction · 89

  miRge 2.0 introduces a novel SVM-based miRNA detection method using both hairpin structure and isomiR composition, yielding higher specificity for miRNA identification

  pooled colon datasets small a-to-i novel

• Brown fat activation reduces hypercholesterolaemia and protects from atherosclerosis development.

  PMID 25754609 · PMC4366535 · Nature communications · 2015 · 7 claims · 8 setups

  Has reproduction

  β3-AR agonist-mediated BAT activation reduces plasma triglycerides and cholesterol and protects against atherosclerosis development in APOE*3-Leiden.CETP mice.

  e3l.cetp interscapular liver aortic indirect histology plasma