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).

• Prodepth: predict residue depth by support vector regression approach from protein sequences only.

  PMID 19759917 · PMC2742725 · PloS one · 2009 · 8 claims · 8 setups

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  Residue depth can be reliably predicted solely from protein primary sequence using support vector regression on sequence-derived features.

  structure sequences sequence residue dssp psi-blast

• Genetic variation at hair length candidate genes in elephants and the extinct woolly mammoth.

  PMID 19747392 · PMC2754481 · BMC evolutionary biology · 2009 · 8 claims · 5 setups

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  The coding sequence of FGF5 is not the critical determinant of hair length differences among elephantids, including the woolly mammoth.

  asian fgf5 woolly savanna pcr structural blast

• Cancer-specific high-throughput annotation of somatic mutations: computational prediction of driver missense mutations.

  PMID 19654296 · PMC2763410 · Cancer research · 2009 · 7 claims · 7 setups

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  CHASM, a Random Forest-based computational method, was developed to identify and prioritize missense mutations likely to be functional drivers of tumor cell proliferation.

  missense same synthetic tp53 random support principal

• PFOS and PFOA exposure induces liver injury and sex-dependent immune effects in C57BL/6 mice.

  PMID 41641100 · PMC12865548 · iScience · 2026 · 7 claims · 7 setups

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  PFOA and PFOS exposure induces hepatotoxicity, including hepatomegaly and elevated serum liver injury biomarkers (ALP, ALT), across sexes and durations

  plasma liver serum thymus lc-ms organ serum

• Eduomics: a Nextflow pipeline to simulate -omics data for education.

  PMID 41816779 · PMC12972896 · NAR genomics and bioinformatics · 2026 · 8 claims · 4 setups

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  Eduomics is a Nextflow DSL2 pipeline that automates generation of validated variant-calling and RNA-seq datasets for education while abstracting away technical requirements

  chromosome full simulated exome rna-seq pipeline

• Transcriptional readthrough precedes alternative splicing programs triggered in CML cells by imatinib.

  PMID 41860998 · PMC13004010 · Science advances · 2026 · 8 claims · 6 setups

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  Imatinib treatment induces transcriptional readthrough in K562 CML cells within 1 hour, before detectable gene expression or alternative splicing changes

  k562 imatinib-resistant long-read short-read rt-qpcr

• Multiomics and deep learning dissect regulatory syntax in human development.

  PMID 41951735 · PMC13216069 · Nature · 2026 · 8 claims · 8 setups

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  The Human Development Multiomic Atlas (HDMA) is a single-cell atlas of chromatin accessibility and gene expression from 817,740 fetal cells across 12 organs, spanning 203 cell types

  fetal annotated embryo chrombpnet share-seq chromvar activity-by-contact

• Integration of a neuronal RNAseq dataset with the draft Gryllus bimaculatus transcriptome refines gene predictions and highlights potential systematic response to injury.

  PMID 42054377 · PMC13127959 · PloS one · 2026 · 8 claims · 7 setups

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  Integrating prothoracic ganglion RNAseq data with the draft genome refines gene predictions, adding 3,868 novel genes and 9,172 new transcript isoforms (including non-coding transcripts)

  bimaculatus prothoracic differentially gbig rna-seq genome differential

• Transcriptional landscape of repetitive elements in normal and cancer human cells.

  PMID 25012247 · PMC4122776 · BMC genomics · 2014 · 8 claims · 8 setups

  Has reproduction · 76

  RepEnrich, a computational method that uses all mapping reads (uniquely mapping plus multi-mapping reads assigned to repetitive element subfamily assemblies/pseudogenomes), quantifies genome-wide repetitive element enrichment

  chromosomes lines imr-90 prostate simulated pol chip-seq

• Critical evaluation of drug response prediction models with DrEval.

  PMID 42120410 · PMC13168506 · Nature communications · 2026 · 8 claims · 6 setups

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  DrEval is a living open-source benchmarking pipeline for unbiased, biologically meaningful evaluation of cancer drug response prediction models, integrating standardized preprocessing, hyperparameter tuning, statistically rigorous evaluation, cross-study benchmarks, and ablation studies.

  ctrpv2 ccle beataml2 pdx_bruna viability drug pdx

• The Aging Microenvironment Is a Determinant of Immune Exclusion and Metastatic Fate in Pancreatic Cancer.

  PMID 41202211 · PMC12768431 · Cancer research · 2026 · 8 claims · 8 setups

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  Organismal aging accelerates PDAC progression and metastatic burden in an age-relevant syngeneic orthotopic mouse model

  kpc4662 orthotopic pdac pancreatic orthotopic heterochronic ultrasound

• Immuno-metabolic dysregulation in type 2 diabetes is associated with altered neutrophil functional plasticity, mitochondrial dysfunction, and compromised responses in sepsis.

  PMID 41520116 · PMC12882159 · Journal of translational medicine · 2026 · 8 claims · 8 setups

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  Proportions of functionally restricted neutrophil subpopulations (phagocytosis-only vs NETosis-only) are significantly altered in T2D and fail to elicit an immune response upon sepsis induction

  peripheral bone plasma neutrophils flow bulk global

• Transcriptome- and phenotype-based epistasis analysis in Caenorhabditis elegans reveals daf-16/FoxO-dependent and independent effects of daf-2/InsR in L1 starvation and recovery.

  PMID 41528819 · PMC12958807 · G3 (Bethesda, Md.) · 2026 · 7 claims · 8 setups

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  Differential gene expression caused by disruption of daf-2/InsR during L1 starvation is daf-16-dependent.

  elegans bulk principal hierarchical

• CX-5461 and doxorubicin activate a shared DNA damage-associated transcriptional response in human cardiomyocytes.

  PMID 41543508 · PMC12958809 · G3 (Bethesda, Md.) · 2026 · 6 claims · 7 setups

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  CX induces cell death in iPSC-derived cardiomyocytes at micromolar concentrations

  ipsc-derived undifferentiated colorectal viability γ-h2ax bulk

• Variant-resolved prediction of context-specific isoform variation with a graph-based attention model.

  PMID 41547351 · PMC13069856 · Cell genomics · 2026 · 8 claims · 8 setups

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  Otari, an attention-based graph neural network trained on long-read transcriptomes across 30 tissues/brain regions, predicts tissue-specific differential isoform abundance

  tissues genomic gtex hgmd long-read variant splice

• CRISPR screens in the context of immune selection identify CHD1 and MAP3K7 as mediators of cancer immunotherapy resistance.

  PMID 41564866 · PMC12866162 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  CHD1 and MAP3K7 loss additively sensitizes cancer cells to IFN-γ-induced death

  a375 crc-9 ht-29 vcap whole-genome autologous incucyte

• pmid-41568004

  PMID 41568004 · PMC12816324 · 8 claims · 8 setups

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  CiTLR13 is a redundant annotation of CiTLR1 (same genomic locus, >94% sequence identity), so it is not a distinct TLR gene

  ciona six lrr tlr blastp domain nucleotide

• MEIOC prevents continued mitotic cycling and promotes meiotic entry during mouse oogenesis.

  PMID 41287933 · PMC12848572 · Development (Cambridge, England) · 2026 · 8 claims · 4 setups

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  MEIOC prevents continued mitotic cycling in preleptotene oocytes prior to meiotic entry

  e16.5 e14.5 ovarian edu bulk single-cell

• Design of a targeted blood transcriptional panel for monitoring immunological changes accompanying pregnancy.

  PMID 38352867 · PMC10861739 · Frontiers in immunology · 2024 · 6 claims · 3 setups

  Has reproduction · 73

  A targeted panel of 176 transcripts plus 8 housekeeping genes was identified for monitoring immunological changes during pregnancy

  blood bulk microarray bloodgen3

• Sex genes for genomic analysis in human brain: internal controls for comparison of probe level data extraction.

  PMID 12962547 · PMC212256 · BMC bioinformatics · 2003 · 8 claims · 3 setups

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  RMA-generated gene expression values are markedly less variable and more reliable than MAS5.0- and MBEI-derived values

  postmortem oligonucleotide real-time quality