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).

• Antimicrobial resistance dissemination via horizontal gene transfer is constrained in stratified waters.

  PMID 41813906 · PMC13022341 · Communications biology · 2026 · 8 claims · 7 setups

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  No evidence for recent HGT-mediated dissemination of ARGs across depth layers was detected, despite genetic compatibility among co-occurring bacteria.

  stratified freshwater predicted arg-carrying depth-resolved horizontal arg

• Estimating the impact of reopening schools on the reproduction number of SARS-CoV-2 in England, using weekly contact survey data.

  PMID 34503493 · PMC8428960 · BMC medicine · 2021 · 8 claims · 6 setups

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  Reopening all schools under lockdown-equivalent conditions would likely substantially increase the reproduction number of SARS-CoV-2

  general england studies longitudinal age-stratified next-generation

• Comprehensive analysis of m(6)A methylome alterations after azacytidine plus venetoclax treatment for acute myeloid leukemia by nanopore sequencing.

  PMID 38510975 · PMC10950754 · Computational and structural biotechnology journal · 2024 · 8 claims · 6 setups

  Has reproduction

  m6A site number and m6A levels are significantly lower in post-treatment complete remission (CR) bone marrow than in pre-treatment AML bone marrow

  paired hl-60 gene aml nanopore functional kaplan-meier

• Protocol for quantifying interaction patterns among genomic alterations in cancer.

  PMID 41686643 · PMC12915222 · STAR protocols · 2026 · 6 claims · 5 setups

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  Background-aware permutation strategies that constrain permutation per gene and per sample enable robust, scalable inference of condition-specific (context-aware) genetic interactions across cancer cohorts

  msk-met somatic copy-number binary

• Widespread dysregulation of MiRNAs by MYCN amplification and chromosomal imbalances in neuroblastoma: association of miRNA expression with survival.

  PMID 19924232 · PMC2773120 · PloS one · 2009 · 8 claims · 5 setups

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  37 miRNAs are significantly differentially expressed between MYCN-amplified (MNA) and non-MNA neuroblastoma tumors, suggesting direct or indirect regulation by MYCN

  neuroblastoma shep-tet21 stem-loop array tlda

• KAGE: fast alignment-free graph-based genotyping of SNPs and short indels.

  PMID 36195962 · PMC9531401 · Genome biology · 2022 · 7 claims · 7 setups

  Has reproduction · 42

  KAGE combines population-based kmer count modeling with single-variant prior adjustment into an alignment-free genotyper that matches the accuracy of the best existing alignment-free genotypers while being an order of magnitude faster.

  small snps individual hg002 alignment-free kmer-based genotyping

• Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning.

  PMID 36611079 · PMC9825621 · NPJ precision oncology · 2023 · 8 claims · 8 setups

  Has reproduction

  Tree-based (XGBoost, LightGBM) and deep-learning (TabNet) tabular ML classifiers achieve state-of-the-art somatic vs germline classification in tumor-only WES samples, outperforming PureCN.

  tcga same metastatic tumor-only whole-exome wes copy-number

• Numbers of mutations to different types of colorectal cancer.

  PMID 16202134 · PMC1266026 · BMC cancer · 2005 · 8 claims · 5 setups

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  Different biologic subtypes of colorectal cancer require different numbers of oncogenic mutations before transformation

  colorectal germline finnish seer microsatellite germline bayesian

• Free energy of DNA duplex formation on short oligonucleotide microarrays.

  PMID 17169993 · PMC1807971 · Nucleic acids research · 2007 · 8 claims · 6 setups

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  The PDNN model, originally built for DNA/RNA hybridization, can be applied to model DNA/DNA duplex formation on SNP and genome tiling arrays

  mapping50k_xba240 dgcr hg-u133a pdnn free correlation

• Integrated transcriptomic landscape of medulloblastoma and ependymoma reveals novel tumor subtype-specific biology.

  PMID 41159380 · PMC12979040 · Neuro-oncology · 2026 · 8 claims · 8 setups

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  A unified UMAP-based transcriptomic landscape built from 888 medulloblastoma and 370 ependymoma tumors reveals distinct clusters corresponding to known and novel molecular subtypes.

  medulloblastoma ependymoma healthy shh bulk fusion copy

• Tight junction-high and CDH17-positive cell population is the source of colorectal cancer liver metastases.

  PMID 41484106 · PMC12881549 · Nature communications · 2026 · 8 claims · 8 setups

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  Loss/inhibition of IKKα unexpectedly promotes, rather than suppresses, CRC liver metastasis in patient-derived organoid (PDO) xenograft models.

  pdo5 pdo5-derived crc dld1 intrasplenic immunohistochemistry kaplan-meier

• A P4HA2 hypoxia signature derived from single cell atlas stratifies conserved subtypes with prognostic significance in cervical squamous cell carcinoma.

  PMID 41559646 · PMC12910786 · BMC cancer · 2026 · 6 claims · 8 setups

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  A tumor cell metaprogram (MP7) identified from scRNA-seq of CSCC shows elevated hypoxia, invasion, metastasis, proliferation, and angiogenesis scores compared to other metaprograms.

  cscc tcga-cscc mp7 siha single-cell bulk gene

• Projecting contact matrices in 177 geographical regions: An update and comparison with empirical data for the COVID-19 era.

  PMID 34310590 · PMC8354454 · PLoS computational biology · 2021 · 6 claims · 5 setups

  Has reproduction · 98

  Updated synthetic contact matrices extend coverage from 152 to 177 geographical locations using the most recent demographic, household, and socio-demographic data

  polymod geographical dhs age-structured bayesian synthetic rural-urban

• Molecular and Clinical Relevance of ZBTB38 Expression Levels in Prostate Cancer.

  PMID 32365491 · PMC7281456 · Cancers · 2020 · 8 claims · 8 setups

  Has reproduction · 35

  ZBTB38 mRNA expression is significantly lower in prostate cancer than in normal/benign prostate tissue, and further reduced in metastatic versus localised tumours

  localised tcga taylor metastatic microarray rna-sequencing clinico-pathological

• Spatial-reprogramming derived GPNMB(+) macrophages interact with COL6A3(+) fibroblasts to enhance vascular fibrosis in glioblastoma.

  PMID 41174767 · PMC12577258 · Genome medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 64

  COL6A3+ TAFs are a distinct matrix-fibroblast subset significantly enriched in non-responders to neoadjuvant antiangiogenic+ICB combination therapy

  gbm ffpe col6a3+ thp-1 scrna-seq spatial multiplex

• Constructing an APOBEC-related gene signature with predictive value in the overall survival and therapeutic sensitivity in lung adenocarcinoma.

  PMID 37954334 · PMC10637964 · Heliyon · 2023 · 8 claims · 8 setups

  Has reproduction · 88

  APOBEC family genes are differentially expressed across cancer types and tissues, with APOBEC3B being the most aberrantly upregulated gene in most cancers including LUAD

  tcga tcga-luad beas-2b rna-seq somatic gene

• Allelotype of squamous cell carcinoma of the head and neck: fractional allele loss correlates with survival.

  PMID 7577465 · PMC2033926 · British journal of cancer · 1995 · 7 claims · 4 setups

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  Allelic imbalance/LOH occurs most frequently on chromosome arms 3p, 9p, 17p and 18q (>45% LOH) in SCCHN

  scchn subset microsatellite fractional survival

• Ectopic CD11c Drives SMAD3-Mediated Aberrant Antigen Presentation and Epithelial-Mesenchymal Transition in Esophageal Squamous Cell Carcinoma.

  PMID 41799568 · PMC12963642 · Cancer communications (London, England) · 2026 · 8 claims · 13 setups

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  An ESCC epithelial cell subcluster with ectopic CD11c (ITGAX) expression, found in both mice and humans, exhibits concurrent impaired antigen presentation and EMT phenotypes

  4-nqo-induced escc esophageal lung multiplex flow whole-genome

• Sex differences in cancer risk among germline p53 mutation carriers.

  PMID 15280910 · PMC2409855 · British journal of cancer · 2004 · 6 claims · 3 setups

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  Cancer risk in germline p53 mutation carriers differs by sex, with females at higher risk than males in adulthood, was first reported by Chompret et al 2000, three years before a confirmatory study by Hwang et al 2003 claimed similar findings without citing the earlier work.

  children first-degree p53 germline family-based

• Target SNP selection in complex disease association studies.

  PMID 15248903 · PMC487897 · BMC bioinformatics · 2004 · 7 claims · 3 setups

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  A computational pipeline can retrieve gene sequence, collect SNP variation data, and annotate SNPs falling in functional motifs (promoter, exon-intron structure, AU-rich elements, TF binding sites, splice sites) with expression in target tissue

  genes pooled primer computational maldi-tof blast