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).

• Gene Expression Atlas update--a value-added database of microarray and sequencing-based functional genomics experiments.

  PMID 22064864 · PMC3245177 · Nucleic acids research · 2012 · 8 claims · 5 setups

  Has reproduction · 83

  Gene Expression Atlas is an added-value database providing curated, re-annotated and statistically analysed gene expression data across cell types, organism parts, developmental stages, disease states and other biological/experimental conditions, derived from ArrayExpress Archive and the European Nucleotide Archive.

  species microrna atlas microarray rna-seq microrna

• Expoldb: expression linked polymorphism database with inbuilt tools for analysis of expression and simple repeats.

  PMID 17038195 · PMC1618849 · BMC genomics · 2006 · 8 claims · 6 setups

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  EXPOLDB is a novel database integrating human gene expression variability data (including monozygotic twin comparisons) with (TG/CA)n repeat polymorphism information

  blood genomic genes housekeeping microarray repeat est-based

• COVID-19 lung disease shares driver AT2 cytopathic features with Idiopathic pulmonary fibrosis.

  PMID 35870428 · PMC9297827 · EBioMedicine · 2022 · 8 claims · 8 setups

  Has reproduction · 85

  COVID-19 lung disease resembles IPF at a fundamental level, recapitulating ViP/IPF gene expression patterns, an IL15-centric cytokine storm, and AT2 cytopathic changes (injury, DNA damage, transient progenitor-state arrest, senescence/SASP).

  lung covid-19 interaction pre-clinical composite single-cell kaplan-meier

• Integrative bioinformatics and artificial intelligence analyses of transcriptomics data identified genes associated with major depressive disorders including NRG1.

  PMID 37583471 · PMC10423927 · Neurobiology of stress · 2023 · 7 claims · 5 setups

  Has reproduction · 66

  Differentially expressed genes in MDD patients are enriched in immune response, inflammatory response, neurodegeneration, and cerebellar atrophy pathways.

  blood transcriptomic postmortem saliva gsea machine differential

• Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

  PMID 31918046 · PMC6992905 · iScience · 2020 · 8 claims · 8 setups

  Has reproduction · 96

  Assembled the largest reference blood gene expression profiling (GEP) dataset for AML to date: 12,029 samples from 105 studies across three platforms.

  peripheral datasets hg-u133 disjoint bulk machine deep

• Bioinformatics Analysis of the Characteristics and Correlation of m6A Methylation in Breast Cancer Progression.

  PMID 35655723 · PMC9148239 · Contrast media & molecular imaging · 2022 · 8 claims · 8 setups

  Has reproduction · 48

  Breast cancer samples can be classified into 4 m6A subtypes (quiescent, m6A methylation, protein-binding, mixed) based on Z-score median of Set1 (writer+reader) and Set2 (eraser) gene expression

  breast tcga-brca gse25066 bioinformatics survival alternative

• Genomic and proteomic approaches for studying human cancer: prospects for true patient-tailored therapy.

  PMID 15601541 · PMC3525069 · Human genomics · 2004 · 8 claims · 6 setups

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  DNA microarray gene expression profiling generates robust molecular classifications for many tumour types (brain, breast, colon, gastric, kidney, leukaemia, lymphoma, lung, melanoma, ovary, prostate, etc.)

  breast sars serum tumour microarray custom mass

• GeneSpeed Beta Cell: an online genomics data repository and analysis resource tailored for the islet cell biologist.

  PMID 18795106 · PMC2532782 · Experimental diabetes research · 2008 · 6 claims · 4 setups

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  GeneSpeed Beta Cell is an online genomics data repository allowing simultaneous multiexperiment viewing and multidimensional (Boolean intersection/union) querying of pancreas- and islet-relevant datasets, integrated with GeneSpeed's domain-based gene categorization.

  embryonic pancreatic panel pituitary affymetrix

• Radiogenomics predicts immune microenvironment heterogeneity and response to combination immunotherapy in hepatocellular carcinoma.

  PMID 41555384 · PMC12895822 · Journal of translational medicine · 2026 · 8 claims · 8 setups

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  A parsimonious 2-gene immune-related signature (IRS = 0.425×KPNA2 + 0.302×SMG5) is significantly associated with immune heterogeneity and response to ICI plus anti-angiogenic combination therapy in HCC

  hcc gse202642 paired hcc-derived bulk single-cell immunohistochemistry

• FAP expression as a marker of malignant transformation enabling in vivo characterization in peripheral nerve sheath tumors: a multimodal and translational study.

  PMID 41591566 · PMC12847211 · Acta neuropathologica · 2026 · 8 claims · 7 setups

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  FAP is consistently upregulated in MPNSTs compared to neurofibromas at the transcript level across independent bulk datasets

  archival tcga peripheral nf-1-associated bulk spatial single-cell

• Predicting FOX gene candidates for oxic nitrogen fixation using multi-omic machine learning and comparative bioinformatics.

  PMID 41764348 · PMC13056922 · Scientific reports · 2026 · 8 claims · 6 setups

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  Random Forest, XGBoost, and logistic regression classifiers can meaningfully differentiate literature-validated FOX genes from conserved non-essential genes, with Random Forest achieving the best ROC-AUC (~0.80)

  anabaena diazotrophic gene-level trained bulk quantitative transcription-start-site-derived

• Predicting position along a looping immune response trajectory.

  PMID 30296270 · PMC6175499 · PloS one · 2018 · 8 claims · 6 setups

  Has reproduction · 98

  Looper is a computational method that automatically identifies phase-shifted gene pairs (using SAX symbolic representation) that trace loops in longitudinal expression data.

  monocytes blood pbmcs montreal microarray qrt-pcr topological

• Promoting human promoters.

  PMID 16760901 · PMC1681504 · Molecular systems biology · 2006 · 8 claims · 5 setups

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  A computational protocol using MARS on known sequence motifs can quantify transcription factor effects on human gene expression despite noise and data size challenges

  gene liver cycle genes computational expression time-course

• Cardiovascular genetic medicine: genomic assessment of prognosis and diagnosis in patients with cardiomyopathy and heart failure.

  PMID 20559924 · PMC4745893 · Journal of cardiovascular translational research · 2008 · 8 claims · 6 setups

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  Molecular signature analysis (MSA) uses machine-learning/classification methods (e.g., PAM/nearest shrunken centroids) on gene expression patterns to classify samples by phenotype for diagnosis, prognosis, or therapy response.

  myocardial endomyocardial peripheral pbmcs microarray allomap gene

• Increasing the number of thyroid lesions classes in microarray analysis improves the relevance of diagnostic markers.

  PMID 19893615 · PMC2764086 · PloS one · 2009 · 8 claims · 8 setups

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  Simultaneous analysis of 347 thyroid samples across 12 histological classes from six datasets improves definition of diagnostic markers compared to prior binary-class studies

  thyroid microarray gene real-time

• Innate immune modulation by RNA viruses: emerging insights from functional genomics.

  PMID 18654572 · PMC7097543 · Nature reviews. Immunology · 2008 · 8 claims · 7 setups

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  Influenza virus signals primarily through RIG-I to induce ISG expression, while West Nile virus signals through both RIG-I and MDA5 cooperatively.

  embryonic liver brain serial gene-expression computational

• The relationship between PLOD1 expression level and glioma prognosis investigated using public databases.

  PMID 34040895 · PMC8127981 · PeerJ · 2021 · 8 claims · 8 setups

  Has reproduction · 79

  PLOD1 mRNA expression is significantly higher in glioma tissue than in normal brain tissue

  glioma gbm cancer gene online genomic

• Trem2 promotes anti-inflammatory responses in microglia and is suppressed under pro-inflammatory conditions.

  PMID 32959884 · PMC7689298 · Human molecular genetics · 2020 · 8 claims · 8 setups

  Has reproduction · 67

  Trem2 R47H knock-in mice show gene dose-dependent decreased Trem2 expression in hippocampus, largely due to altered splicing

  hippocampal microglia conditioned rt-qpcr immunohistochemistry glial

• DNA demethylation is associated with malignant progression of lower-grade gliomas.

  PMID 30760837 · PMC6374451 · Scientific reports · 2019 · 8 claims · 8 setups

  Has reproduction

  Nearly half of IDH-mutant glioblastomas that progressed from lower-grade gliomas show characteristic partial DNA demethylation in previously methylated (G-CIMP) genomic regions of their initial tumor.

  gliomas neural analysis tcga methylation whole-exome sequencing

• Understanding sex differences in environmental health: a thought leaders' roundtable.

  PMID 15064168 · PMC1241928 · Environmental health perspectives · 2004 · 8 claims · 8 setups

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  Dioxin and corticosteroids both cause thymic atrophy but via distinct mechanisms; dioxin's atrophy kinetics resemble those induced by estrogen despite acting through a different receptor.

  laboratory mice nzb c57bl thymus radiation autoimmune