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).

• metaTraits: a large-scale integration of microbial phenotypic trait information.

  PMID 41296543 · PMC12807735 · Nucleic acids research · 2026 · 8 claims · 6 setups

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  metaTraits integrates culture-derived trait data from BacDive, BV-BRC, JGI IMG, and GOLD with genome-based predictions for isolate genomes (proGenomes) and MAGs (SPIRE)

  high-quality medium isolate genomes genome-based genome taxonomic

• Gene-expression patterns in peripheral blood classify familial breast cancer susceptibility.

  PMID 26538066 · PMC4634735 · BMC medical genomics · 2015 · 8 claims · 7 setups

  Has reproduction · 83

  A multigene expression biomarker from PBMCs accurately classifies familial breast cancer (FBC) status

  pbmcs utah blood normal microarray svm-rfe svm

• Construction of a high-resolution genetic linkage map and comparative genome analysis for the reef-building coral Acropora millepora.

  PMID 19900279 · PMC3091320 · Genome biology · 2009 · 8 claims · 6 setups

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  This is the first genetic linkage map constructed for any coral species or any non-Bilaterian animal

  acropora millepora coral snp genetic segregation

• Discovery and characterization of gene-by-environment and epistatic genetic effects in a vertebrate model.

  PMID 41672067 · PMC13174225 · Cell genomics · 2026 · 7 claims · 7 setups

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  A segregation analysis in an F2 medaka cross identified 16 QTLs linked to embryonic heart rate variation across temperatures

  mikk medaka discovered informed high-throughput heart shallow

• Rbfox2 controls autoregulation in RNA-binding protein networks.

  PMID 24637117 · PMC3967051 · Genes & development · 2014 · 8 claims · 8 setups

  Has reproduction · 48

  Rbfox2 cross-regulates AS-NMD events within RNA-binding protein genes to alter their expression, tuning autoregulatory splicing networks and placing Rbfox2 at a critical node of a multilayer regulatory network.

  v6.5 fhfox2 top introns iclip sequencing rt-pcr

• Spatiotemporal dynamics of spermatogenesis: insights from high-resolution spatial transcriptomics and pseudotime trajectories in mouse testes.

  PMID 41602862 · PMC12832764 · Frontiers in reproductive health · 2025 · 8 claims · 7 setups

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  Salus-STS (1 μm resolution) combined with the Salus Cellbins Algorithm enables accurate subcellular segmentation of individual testicular cells in dense tissue

  testicular testis seminiferous top high-resolution integration pseudotime

• InSite: a computational method for identifying protein-protein interaction binding sites on a proteome-wide scale.

  PMID 17868464 · PMC2375030 · Genome biology · 2007 · 8 claims · 8 setups

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  InSite predicts protein-pair-specific binding motifs ('Motif M on protein A binds to protein B') by integrating heterogeneous PPI and motif-motif interaction evidence within a Bayesian network trained by EM

  saccharomyces homo bank computational yeast tandem

• Filtering high-throughput protein-protein interaction data using a combination of genomic features.

  PMID 15833142 · PMC1127019 · BMC bioinformatics · 2005 · 8 claims · 8 setups

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  A combination of three genomic features (interacting Pfam domains, GO annotations, sequence homology) using naive Bayesian networks predicts true protein-protein interactions with high sensitivity and good specificity.

  saccharomyces bank caenorhabditis homo yeast mass naive

• Comparative phosphoproteomics reveals evolutionary and functional conservation of phosphorylation across eukaryotes.

  PMID 18828897 · PMC2760871 · Genome biology · 2008 · 8 claims · 8 setups

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  The overlap between phosphoproteomes of six eukaryotes (human, mouse, fly, yeast, plant, zebrafish) is significantly greater than expected by chance.

  liver fruit yeast plant high-throughput comparative

• High resolution melting analysis for rapid and sensitive EGFR and KRAS mutation detection in formalin fixed paraffin embedded biopsies.

  PMID 18495026 · PMC2408599 · BMC cancer · 2008 · 8 claims · 4 setups

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  HRM correctly identified all 73 EGFR-mutation-positive FFPE samples previously found by sequencing, giving 100% sensitivity and 90% specificity

  ffpe single high direct hrm

• CellPolaris: Transfer Learning for Gene Regulatory Network Construction to Guide Cell State Transitions.

  PMID 41498638 · PMC12948241 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  CellPolaris is a unified computational framework performing TF-centered GRN construction, master TF identification, and TF perturbation simulation

  bulk previously round paired transfer-learning cross-species

• High frequency of mitochondrial genome instability in human endometrial carcinomas.

  PMID 12915881 · PMC2376924 · British journal of cancer · 2003 · 7 claims · 3 setups

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  56% (28 out of 50) of endometrial carcinoma cases carry one or more somatic mtDNA changes (deletion, point mutation, or mtMSI) compared with matched normal tissue

  endometrial paraffin-embedded long-range pcr polyacrylamide

• Genetic architecture of natural variation of cardiac performance from flies to humans.

  PMID 36383075 · PMC9668334 · eLife · 2022 · 8 claims · 7 setups

  Has reproduction · 74

  Natural genetic variation significantly influences cardiac performance traits (rhythmicity and contractility) across 167 DGRP lines

  drosophila dgrp gene induced high-speed genome-wide epistasis

• 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

• Decision forest analysis of 61 single nucleotide polymorphisms in a case-control study of esophageal cancer; a novel method.

  PMID 16026601 · PMC1637030 · BMC bioinformatics · 2005 · 8 claims · 2 setups

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  DF-SNPs, a novel adaptation of the Decision Forest method, can classify esophageal cancer cases vs. controls based on SNP genotype data with high concordance, sensitivity, and specificity.

  genomic snp high-throughput decision

• Estimating sparse regression models in multi-task learning and transfer learning through adaptive penalisation.

  PMID 40674582 · PMC12502914 · Bioinformatics (Oxford, England) · 2025 · 8 claims · 3 setups

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  A two-stage procedure using feature-specific and sign-specific adaptive weights shares information on feature selection, effect direction, and effect size between related regression problems.

  simulated multi-task penalised adaptive hyperparameter

• GenomeChronicler: The Personal Genome Project UK Genomic Report Generator Pipeline.

  PMID 33193602 · PMC7541957 · Frontiers in genetics · 2020 · 7 claims · 4 setups

  Has reproduction · 80

  GenomeChronicler is the first pipeline able to run offline or in the cloud to generate personal genomics reports (not limited to disease) from whole genome or whole exome sequencing data.

  wgs na12878 pgp-uk1 genomes ancestry germline genome

• Sequence variations of GRM6 in patients with high myopia.

  PMID 19862333 · PMC2765235 · Molecular vision · 2009 · 7 claims · 8 setups

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  Three novel GRM6 variations with predicted functional consequences (c.67-82delCAGGCGGGCCTGGCGCinsT, c.858-5a>g, c.1537G>A) were found in high myopia patients but absent in 96 controls

  genomic pcr mglur6 grm6 pcr heteroduplex pcr-restriction

• Extensive tissue-specific expression variation and novel regulators underlying circadian behavior.

  PMID 33514540 · PMC7846174 · Science advances · 2021 · 8 claims · 8 setups

  Has reproduction · 63

  >700 tissue-specific transcriptomes generated from w1118 and 141 DGRP Drosophila lines, forming a circadian gene expression atlas

  w1118 dgrp drosophila dgrp-796 bulk high uas-rnai

• ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia.

  PMID 22955991 · PMC3431496 · Genome research · 2012 · 8 claims · 8 setups

  Has reproduction · 74

  ENCODE/modENCODE define a set of working standards and guidelines for ChIP-seq covering antibody validation, experimental replication, sequencing depth, data/metadata reporting, and data quality assessment.

  small-genome nuclear whole-cell encode chip-seq chip-chip immunoblot