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).

• Mutation analysis of SLC26A4 in mainland Chinese patients with enlarged vestibular aqueduct.

  PMID 19786220 · PMC3309400 · Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2009 · 7 claims · 5 setups

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  SLC26A4 mutations are highly prevalent in Chinese patients with SNHL and EVA, with mutations found in 100% (32/32) of subjects.

  blood-derived subjects mutation pure high-resolution

• Discovering cancer genes by integrating network and functional properties.

  PMID 19765316 · PMC2758898 · BMC medical genomics · 2009 · 8 claims · 6 setups

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  Cancer genes have distinct PPI network topology (higher connectivity, higher clustering coefficient, shorter path length to known cancer genes) compared to non-cancer genes

  genes gene colon ppi pfam term

• 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

• IDEAL-Q, an automated tool for label-free quantitation analysis using an efficient peptide alignment approach and spectral data validation.

  PMID 19752006 · PMC2808259 · Molecular & cellular proteomics : MCP · 2010 · 6 claims · 5 setups

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  IDEAL-Q predicts the elution time of peptides unidentified in a given LC-MS/MS run (but identified in others) using a computation-efficient linear regression plus fragmental refining function, avoiding costly whole-dataset pattern recognition

  standard thp-1 replicate lc-ms manual cross-instrument

• Mining novel biomarkers for prognosis of gastric cancer with serum proteomics.

  PMID 19740432 · PMC2753349 · Journal of experimental & clinical cancer research : CR · 2009 · 7 claims · 4 setups

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  A 5-peak prognosis pattern (4474, 4542, 6443/6643, 4988, 6685 Da) predicts poor vs good prognosis in GC with higher sensitivity/specificity than CEA and TNM stage

  serum seldi seldi-tof-ms chemiluminescence bioinformatic

• Neuroplasticity, psychosocial genomics, and the biopsychosocial paradigm in the 21st century.

  PMID 19728478 · PMC2933650 · Health & social work · 2009 · 8 claims · 8 setups

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  Recent neuroplasticity and psychosocial genomics research validates and elaborates Engel's biopsychosocial paradigm by revealing mechanisms linking psychosocial experience to neurobiology.

  experienced long-term ocd women structural eeg attentional

• 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

• Proteomic-based identification of maternal proteins in mature mouse oocytes.

  PMID 19646285 · PMC2730056 · BMC genomics · 2009 · 8 claims · 6 setups

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  625 different proteins were identified from 2700 zona pellucida-free mature mouse MII oocytes, the largest oocyte proteome catalog to date

  mature mii identified tissues sds-page acid gene

• Genome-scale modeling identifies dynamic metabolic vulnerabilities during the epithelial to mesenchymal transition.

  PMID 39730911 · PMC11681178 · Communications biology · 2024 · 8 claims · 8 setups

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  EMT involves temporal, stage-specific metabolic reprogramming with distinct dependencies in glycolysis and glutamine metabolism.

  a549 recon1 cancer lung bulk single-cell genome-scale

• Identification of a pediatric acute hypoxemic respiratory failure signature in peripheral blood leukocytes at 24 hours post-ICU admission with machine learning.

  PMID 37009294 · PMC10063855 · Frontiers in pediatrics · 2023 · 7 claims · 5 setups

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  A machine learning stability selection approach (bootstrapped logistic regression, 100 simulations) can identify genes associated with PaO2/FiO2 < 200 vs ≥200 when standard differential expression with FDR correction shows no overlap between cohorts.

  pediatric combined top-ranked whole-blood machine pathway

• 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

• Diversity and evolution of a phase-variable multi-locus antigen in Neisseria gonorrhoeae.

  PMID 42113870 · PMC13183285 · PLoS pathogens · 2026 · 8 claims · 8 setups

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  Each N. gonorrhoeae genome has on average 7 distinct opa alleles at 9-12 opa loci

  gonorrhoeae complete opa non-gonorrhoeae long-read custom blast

• scArchon: a scalable benchmarking framework for assessing single-cell perturbation models.

  PMID 42121287 · PMC13162514 · Genome biology · 2026 · 8 claims · 8 setups

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  scArchon is a reproducible, modular, Snakemake-based benchmarking platform that evaluates perturbation response prediction tools in a standardized, containerized, extensible manner.

  pbmcs epithelial liver glioblastoma scrna-seq gene dimensionality

• Sequential RNA polymerase II activation drives human hematopoiesis.

  PMID 41520338 · PMC13067999 · Cell reports · 2026 · 7 claims · 7 setups

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  sciCUT&Tag2in1 enables simultaneous single-cell combinatorial-indexing profiling of Pol II occupancy (Ser5/Ser2-phospho CTD) together with histone modifications (H3K4me1-2-3 or H3K27me3) in up to 50,000 cells per experiment

  g-csf-mobilized cd34+ 10-donor lineage-depleted scicut&tag2in1 individual souporcell

• A Scalable Framework for Comprehensive Typing of Polymorphic Immune Genes from Long-Read Data.

  PMID 41669879 · PMC13088316 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  SpecImmune is the first unified computational framework to simultaneously genotype HLA, KIR, IG, TCR, and CYP genes from long-read data.

  1kgp hprc hgsvc long-read targeted germline

• Distinct radial glia subtypes regulate midbrain dopaminergic neuron development.

  PMID 41699318 · PMC13061605 · Nature neuroscience · 2026 · 8 claims · 8 setups

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  Rgl1 is the progenitor of the mesDA neuronal lineage

  embryonic developing wa09 bulk scrna-seq ligand-receptor

• Heterozygous ADAR mutant mice exhibit RNA sensing-dependent neuroinflammation and phenotypes associated with Aicardi-Goutières syndrome.

  PMID 41704749 · PMC12907846 · iScience · 2026 · 8 claims · 8 setups

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  A heterozygous Adar G1007R (mouse G956R/G567) mouse model recapitulates the genetic and inflammatory features of human ADAR G1007R AGS patients

  brain computational coronal adar1 real-time bulk ingenuity

• Massively parallel reporter assay for mapping gene-specific regulatory regions at single-nucleotide resolution.

  PMID 41738738 · PMC12935429 · eLife · 2026 · 8 claims · 8 setups

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  LS-MPRA (BAC-based) and d-MPRA (systematic mutagenesis) are complementary methods for unbiased, high-resolution mapping of cis-regulatory modules.

  mus e14 retina candidate ls-mpra single-cell individual

• Multi-modal skin atlas identifies a multicellular immune-stromal community associated with disrupted cornification and specific T cell expansion in atopic dermatitis.

  PMID 41741455 · PMC13057205 · Nature communications · 2026 · 8 claims · 8 setups

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  Generated a multi-modal single-cell atlas of 280,518 cells from 27 samples/17 adults (healthy, AD non-lesional/lesional, scleroderma), integrated with 430,186 cells from four prior studies into a 710,704-cell human skin atlas with 86 annotated granular cell subsets.

  skin healthy keratinocytes re-annotated droplet-based scrna-seq bulk

• A disease model resource reveals core principles of tissue-specific cancer evolution.

  PMID 41741657 · PMC13149333 · Nature · 2026 · 8 claims · 8 setups

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  The Mouse Cancer Cell line Atlas (MCCA) is a broad-utility resource of 590 comprehensively characterized mouse cancer cell line models spanning 22 lineages and 46 disease types, accessible via a web portal (www.mcca.tum.de)

  mcca tumour immunocompetent paca whole-genome microscopy-based histopathology