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).

• Metatranscriptomics of the human oral microbiome during health and disease.

  PMID 24692635 · PMC3977359 · mBio · 2014 · 8 claims · 8 setups

  Has reproduction · 62

  Disease-associated periodontal communities display conserved community-level metabolic gene expression profiles between patients, whereas the metabolic gene expression of individual species is highly variable between patients.

  patient-matched subset health rna-seq rrna comparison metatranscriptomics

• Inference of Subpathway Activity Profiles Reveals Metabolism Abnormal Subpathway Regions in Glioblastoma Multiforme.

  PMID 33072547 · PMC7533644 · Frontiers in oncology · 2020 · 7 claims · 8 setups

  Has reproduction · 89

  A metabolic subpathway activity score matrix method combining the k-clique algorithm and GSVA can accurately identify disease-related metabolic abnormal subpathways in GBM

  gbm tcga u87-mg gene survival viability

• Liver-specific paraoxonase-1 alleviates regulatory T cell-driven immunosuppression via metabolic reprogramming in hepatocellular carcinoma.

  PMID 41387425 · PMC12701056 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 66

  PON1 expression is downregulated in HCC tumor tissue and low PON1 is associated with worse prognosis

  hcc paired hepa1-6 pon1-nc bioinformatic immunohistochemistry orthotopic

• Biochemical and functional characterization of the membrane association and membrane permeabilizing activity of the severe acute respiratory syndrome coronavirus envelope protein.

  PMID 16507314 · PMC7111751 · Virology · 2006 · 7 claims · 8 setups

  Full-text index only

  Expression of SARS-CoV E protein in mammalian cells alters membrane permeability

  hela sf9 hygromycin site-directed subcellular

• Exploration of the omics evidence landscape: adding qualitative labels to predicted protein-protein interactions.

  PMID 17880677 · PMC2375035 · Genome biology · 2007 · 7 claims · 8 setups

  Full-text index only

  Combining pairs of omics evidence types into two-dimensional 'evidence landscapes' allows regions to be identified that specifically and purely predict either physical or metabolic protein interactions

  saccharomyces correlated chip-chip gene

• JunB Is Critical for Survival of T Helper Cells.

  PMID 35837408 · PMC9273772 · Frontiers in immunology · 2022 · 7 claims · 7 setups

  Has reproduction · 69

  JunB is required for clonal expansion of Th1, Th2, and Th17 cells

  ot-ii junb naive th1 flow adoptive th1

• Comparison between short-term stress and long-term adaptive responses reveal common paths to molecular adaptation.

  PMID 35243257 · PMC8873613 · iScience · 2022 · 8 claims · 7 setups

  Has reproduction · 59

  Short-term stress and long-term adaptations share common metabolic pathways

  great embryonic gef mapk1 bulk gene transcription

• Tumor cell metabolism: the marriage of molecular genetics and proteomics with cellular intermediary metabolism; proceed with caution!

  PMID 17090311 · PMC1636067 · Molecular cancer · 2006 · 8 claims · 5 setups

  Full-text index only

  Genetic/proteomic alterations will have little relevancy to disease processes if they are not manifested in altered and impaired cellular and metabolic function

  prostate tumor malignant enzyme gene abundance

• Using random walks to identify cancer-associated modules in expression data.

  PMID 24128261 · PMC4015830 · BioData mining · 2013 · 8 claims · 8 setups

  Has reproduction

  Walktrap-GM, a random-walk community detection algorithm adapted with stopping criteria (maximum modularity, maximum size, maximum module score), identifies modules significantly enriched with cancer genes in expression-weighted interaction networks.

  hepatocellular breast sporadic geo gene differential interaction

• GOLD.db: genomics of lipid-associated disorders database.

  PMID 15588328 · PMC544894 · BMC genomics · 2004 · 8 claims · 4 setups

  Full-text index only

  GOLD.db integrates annotated pathways, gene/protein reference information, and curated gene expression datasets for lipid-associated disorders research

  adipocyte adipose-specific 3t3-l1 gene curated whole-body insulin

• Monocarboxylate Transporter-2 Expression Restricts Tumor Growth in a Murine Model of Lung Cancer: A Multi-Omic Analysis.

  PMID 34638954 · PMC8508890 · International journal of molecular sciences · 2021 · 7 claims · 7 setups

  Has reproduction · 53

  Reduced MCT2 expression promotes increased tumor growth and local invasiveness in a murine TC1 lung carcinoma model

  mct2 tumor tumor-associated fecal western tumor transmission

• Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.

  PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 7 setups

  Has reproduction

  A ResNet classifier built on a 10-gene metabolic signature distinguishes all thyroid cancer differentiation states with ~92.7% average accuracy.

  fuscc epithelial aggregated untargeted whole-exome bulk

• Pre-implantation embryo metabolism identified by PEMA reveals endogenous lactate insufficiency contributes to pre-implantation development arrest.

  PMID 42272466 · PMC13247451 · Fundamental research · 2026 · 7 claims · 7 setups

  Has reproduction

  PEMA, a Ribo-seq-weighted computational framework, characterizes metabolic states of human and mouse pre-implantation embryos more accurately than Compass

  8-cell ch3pn pre-implantation computational single-embryo cut&tag

• TFEB deficiency attenuates mitochondrial degradation upon brown adipose tissue whitening at thermoneutrality.

  PMID 33516944 · PMC7903014 · Molecular metabolism · 2021 · 7 claims · 8 setups

  Has reproduction

  BAT whitening at thermoneutrality is associated with TFEB-dependent mitochondrial degradation.

  bat subscapular tfeb-bat-ko metabolically qrt-pcr western immunohistochemistry

• Improving recombinant protein production by yeast through genome-scale modeling using proteome constraints.

  PMID 35624178 · PMC9142503 · Nature communications · 2022 · 7 claims · 5 setups

  Has reproduction · 84

  pcSecYeast, a proteome-constrained genome-scale model integrating metabolism, translation, and detailed secretory pathway processing (translocation, PTMs, folding, misfolding, degradation), was constructed for S. cerevisiae

  cerevisiae genome-scale unit expression

• Systems spatiotemporal dynamics of traumatic brain injury at single-cell resolution reveals humanin as a therapeutic target.

  PMID 35951114 · PMC9372016 · Cellular and molecular life sciences : CMLS · 2022 · 8 claims · 8 setups

  Has reproduction · 98

  Coordinated gene expression patterns across cell types are disrupted and re-organized by mTBI with distinct regional, cellular, and temporal (24-h vs 7-day) specificity.

  hippocampus frontal peripheral cell-type single-cell svm-based ligand-receptor

• Expression profiling of drug response--from genes to pathways.

  PMID 17117610 · PMC3181826 · Dialogues in clinical neuroscience · 2006 · 8 claims · 8 setups

  Full-text index only

  Understanding individual response to a drug (efficacy/tolerability) is the major bottleneck in current drug development and clinical trials.

  blastocyst skin specified cortex pathway two-color microarray

• Irisin ameliorates obesity and insulin resistance via adipose tissue IL-33 and regulatory T cells.

  PMID 41933175 · PMC13052164 · Nature metabolism · 2026 · 8 claims · 8 setups

  Has reproduction · 48

  Irisin modulates adipose tissue inflammation by increasing IL-33 production and preserving ST2+ regulatory T cells in white adipose tissues, thereby improving obesity and glucose intolerance.

  4-week-old hfd-fed bat iwat aav8-mediated body intraperitoneal

• Requirements for Pseudomonas aeruginosa acute burn and chronic surgical wound infection.

  PMID 25057820 · PMC4109851 · PLoS genetics · 2014 · 8 claims · 8 setups

  Has reproduction · 78

  In vivo gene expression is generally not correlated with a gene's importance for fitness, with the exception of metabolic genes, for which differential expression is more predictive of fitness.

  aeruginosa differentially paired rna-seq tn-seq computational

• mitoXplorer, a visual data mining platform to systematically analyze and visualize mitochondrial expression dynamics and mutations.

  PMID 31799603 · PMC6954439 · Nucleic acids research · 2020 · 6 claims · 4 setups

  Has reproduction · 89

  mitoXplorer is a web-based visual data mining platform that integrates expression and mutation data of mito-genes with a manually curated mitochondrial interactome of ~1200 genes grouped into 38 mitochondrial processes across four model species including human

  rpe-1 trisomic rpe bulk proteomics metabolic