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).

• Newborn sex-specific transcriptome signatures and gestational exposure to fine particles: findings from the ENVIRONAGE birth cohort.

  PMID 28583124 · PMC5458481 · Environmental health : a global access science source · 2017 · 8 claims · 6 setups

  Has reproduction · 71

  Gestational PM2.5 exposure is associated with sex-specific transcriptome signatures in cord blood, with a significant sex-by-exposure interaction for many genes.

  cord maternal pm2.5-associated blood whole-genome spatial-temporal overrepresentation

• GeMI: interactive interface for transformer-based Genomic Metadata Integration.

  PMID 35657113 · PMC9216561 · Database : the journal of biological databases and curation · 2022 · 8 claims · 5 setups

  Has reproduction · 64

  GeMI is a web tool that uses a fine-tuned GPT2 model to extract 15 structured key-value attributes from free-text GEO sample metadata.

  cistrome encode geo fine-tuned manual batch transformer-based

• Integrative analysis of transcriptomic data reveals a predictive gene signature for chemoradiotherapy response in rectal cancer.

  PMID 41550766 · PMC12803930 · iScience · 2026 · 8 claims · 8 setups

  Has reproduction · 50

  A 186-gene signature predictive of nCRT response was derived from integrating six GEO transcriptomic datasets using machine learning.

  pre-treatment combined larc 186-gene differential machine molecular

• Genetic and epigenetic alterations of Ras signalling pathway in colorectal neoplasia: analysis based on tumour clinicopathological features.

  PMID 17923875 · PMC2360240 · British journal of cancer · 2007 · 8 claims · 4 setups

  Full-text index only

  K-ras/BRAF mutations and RASSF2 methylation frequently co-occur in colorectal adenomas, suggesting synergistic cooperation

  colorectal clinicopathological direct combined histopathological

• Designating eukaryotic orthology via processed transcription units.

  PMID 18445630 · PMC2425467 · Nucleic acids research · 2008 · 8 claims · 5 setups

  Full-text index only

  Existing ortholog databases discard/ignore alternative splicing via all-against-all protein comparisons, causing ambiguous ortholog calls and misclassification of AS isoforms as in-paralogs

  ortholog blat exon-intron blast-based

• Gene- and evidence-based candidate gene selection for schizophrenia and gene feature analysis.

  PMID 19944577 · PMC2826526 · Artificial intelligence in medicine · 2010 · 8 claims · 5 setups

  Full-text index only

  The SCOR method outperforms the CCOR method for prioritizing schizophrenia candidate genes

  schizophrenia genes ranked gene-based gene expression

• Novel approaches for identifying target antigens of autoreactive human B and T cells.

  PMID 19763575 · PMC2845891 · Seminars in immunopathology · 2009 · 8 claims · 8 setups

  Full-text index only

  CD8+ T cells infiltrating MS brain and IM muscle tissue show clonal expansions consistent with antigen-driven selection

  muscle brain morphologically autopsy cdr3-spectratyping single-cell immunohistochemistry

• Investigating the genetic association between ERAP1 and ankylosing spondylitis.

  PMID 19692350 · PMC2758148 · Human molecular genetics · 2009 · 8 claims · 8 setups

  Full-text index only

  The genetic association between ERAP1 and AS is confirmed in an independent replication cohort

  patients cases genotype comparison snp meta-analysis resequencing

• PubMatrix: a tool for multiplex literature mining.

  PMID 14667255 · PMC317283 · BMC bioinformatics · 2003 · 8 claims · 3 setups

  Full-text index only

  PubMatrix is a web-based CGI tool that queries PubMed with two lists of terms (search terms vs modifier terms) and returns a matrix of pairwise co-occurrence frequency counts

  pubmed ovarian genome literature cdna

• pTARGET: a web server for predicting protein subcellular localization.

  PMID 16844995 · PMC1538910 · Nucleic acids research · 2006 · 7 claims · 3 setups

  Full-text index only

  pTARGET web server predicts nine distinct subcellular localizations in eukaryotic non-plant proteins using an algorithm based on location-specific Pfam domain occurrence patterns and amino acid composition (AAC)

  eukaryotic complete pfam amino subcellular

• Genomics, proteomics and bioinformatics: all in the same boat.

  PMID 12374575 · PMC244909 · Genome biology · 2002 · 8 claims · 8 setups

  Full-text index only

  Microarray sensitivity has improved enough to analyze clinical samples as small as 10-50 nanograms, and many early microarray experiments may need to be repeated due to data quality issues

  clinical oligonucleotide-immobilized dendritic blood microarray chip combined

• Pathway signatures derived from on-treatment tumor specimens predict response to anti-PD1 blockade in metastatic melanoma.

  PMID 34654806 · PMC8519947 · Nature communications · 2021 · 6 claims · 8 setups

  Has reproduction · 100

  A pathway-based super signature from on-treatment samples (PASS-ON) predicts anti-PD1 response with high accuracy (validation AUC 0.85-0.89, combined AUC 0.88) and outperforms existing signatures across all four datasets.

  metastatic pathway bulk gene elastic-net

• Prime editing in mice reveals the essentiality of a single base in driving tissue-specific gene expression.

  PMID 33722289 · PMC7962346 · Genome biology · 2021 · 7 claims · 8 setups

  Has reproduction · 66

  A three-base-pair (HDR) or single-base (PE2) substitution in the Tspan2 CArG box causes cell-specific loss of Tspan2 mRNA in aorta and bladder, but not heart or brain

  tissues zygotes aorta spleen qrt-pcr allele-specific restriction

• Distinct lncRNA transcriptional fingerprints characterize progressive stages of multiple myeloma.

  PMID 26895470 · PMC4924754 · Oncotarget · 2016 · 8 claims · 8 setups

  Has reproduction · 36

  160 lncRNAs are differentially expressed between normal plasma cells and MGUS, SMM, MM, or PCL patients, with 31 lncRNAs shared across at least three comparisons

  bone gene plasma normal microarray custom unsupervised

• TGF-β-dependent reprogramming of amino acid metabolism induces epithelial-mesenchymal transition in non-small cell lung cancers.

  PMID 34168290 · PMC8225889 · Communications biology · 2021 · 8 claims · 8 setups

  Has reproduction · 85

  TGF-β induces reprogramming of intracellular amino acid metabolism that is necessary to promote EMT in NSCLC cells

  a549 metabolomics real-time western

• All of gene expression (AOE): An integrated index for public gene expression databases.

  PMID 31978081 · PMC6980531 · PloS one · 2020 · 6 claims · 4 setups

  Has reproduction

  ArrayExpress (AE) discontinued importing data from GEO in 2017, causing new GEO entries to become unavailable from AE

  geo arrayexpress aoe cross-database metadata keyword

• Meta-analysis of six dairy cattle breeds reveals biologically relevant candidate genes for mastitis resistance.

  PMID 39009986 · PMC11247842 · Genetics, selection, evolution : GSE · 2024 · 5 claims · 8 setups

  Has reproduction · 69

  Meta-analysis of GWAS across six dairy cattle breeds identifies 58 lead markers associated with clinical mastitis and somatic cell score

  six combined per-breed genome-wide sequence-based trans-ethnic fixed-effect

• Machine learning-based identification of biomarkers and drugs in immunologically cold and hot pancreatic adenocarcinomas.

  PMID 39152432 · PMC11328457 · Journal of translational medicine · 2024 · 7 claims · 8 setups

  Has reproduction · 42

  PAAD tumors can be consensus-clustered into immunologically hot and cold subtypes based on CIBERSORT-derived immune cell fractions, with significantly different survival outcomes.

  paad degs bulk consensus tumor

• Multi-omic identification of perineurial hyperplasia and lipid-associated nerve macrophages in human polyneuropathies.

  PMID 40849297 · PMC12375038 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 90

  Multi-omic profiling (snRNA-seq + spatial transcriptomics) of human sural nerves identifies novel cell type markers (MLIP in mySC; GRIK3, PRIMA1 in nmSC; CXCL14 in periC) not previously described in rodent or human literature

  sural peripheral snrna-seq nerve single-nucleus subcellular situ

• Integrated drug resistance and leukemic stemness gene-expression scores predict outcomes in large cohort of over 3500 AML patients from 10 trials.

  PMID 39090192 · PMC11294346 · NPJ precision oncology · 2024 · 7 claims · 6 setups

  Has reproduction · 50

  A 5-gene ADE-Resistance Score (ADE-RS5), derived via LASSO regression from 67 pharmacologically relevant genes, predicts MRD positivity, EFS and OS in pediatric AML.

  pediatric combined lasso gene-expression-based integrated