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).

• Deep-learning prediction of gene expression from personal genomes.

  PMID 41495833 · PMC12869966 · Genome biology · 2026 · 8 claims · 8 setups

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  Fine-tuning Enformer on paired personal WGS and RNA-seq data (Variformer) corrects Enformer's failure to predict inter-individual gene expression differences across held-out people.

  gtex rosmap same monocyte paired mutagenesis chromhmm

• 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

• Gene Set Enrichment Analysis Reveals Individual Variability in Host Responses in Tuberculosis Patients.

  PMID 34421903 · PMC8375662 · Frontiers in immunology · 2021 · 8 claims · 8 setups

  Has reproduction · 71

  TB patients show substantial individual variability in the intensity of hallmark IFN responses, as well as in complement system, metabolic, and other pathway responses.

  blood cynomolgus external gene differential principal

• Approaching the genomics of risk-taking behavior.

  PMID 20109660 · PMC3961474 · Advances in genetics · 2009 · 8 claims · 8 setups

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  Candidate genes (e.g., DRD4, SERT, MAOA) explain only a small fraction of total genetic variation in risk-taking-related behaviors, motivating a whole-genome approach.

  wild-caught three-spined sticklebacks open-field-like predator repeated-measures

• Sister DNA Entrapment between Juxtaposed Smc Heads and Kleisin of the Cohesin Complex.

  PMID 31201089 · PMC6675936 · Molecular cell · 2019 · 8 claims · 8 setups

  Has reproduction · 64

  Smc1 and Smc3 ATPase heads adopt two distinct interaction states in vivo: an ATP-dependent engaged (E) state and a signature-motif juxtaposed (J) state, and these are mutually exclusive.

  cerevisiae cysteine double single

• MiPred: classification of real and pseudo microRNA precursors using random forest prediction model with combined features.

  PMID 17553836 · PMC1933124 · Nucleic acids research · 2007 · 8 claims · 8 setups

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  A hybrid feature combining local contiguous triplet structure-sequence composition, MFE of the secondary structure, and P-value of a randomization test improves classification of real vs pseudo pre-miRNAs

  real combined pre-mirna training random independent repeated

• Alkyltransferase-mediated toxicity of 1,3-butadiene diepoxide.

  PMID 18712882 · PMC2614079 · Chemical research in toxicology · 2008 · 8 claims · 6 setups

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  hAGT expression increases mutations and cytotoxicity following BDO exposure, and hAGT-DNA cross-links form in the presence of BDO

  recombinant wt-hagt [35s]-labelled trg8 sds-page time-course forward

• DoBSeqWF: a framework for sensitive detection of individual genetic variation in pooled sequencing data.

  PMID 41704565 · PMC12907731 · NAR genomics and bioinformatics · 2026 · 7 claims · 5 setups

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  DoBSeqWF, a Nextflow-based pipeline, processes pooled DoBSeq sequencing data through alignment, variant calling, machine-learning-based filtering, and variant pinpointing/assignment to individuals.

  individual pooled individuals gatk-called whole-genome overlapped simulated

• 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

• Applicability of DNA pools on 500 K SNP microarrays for cost-effective initial screens in genomewide association studies.

  PMID 17610740 · PMC1925094 · BMC genomics · 2007 · 8 claims · 5 setups

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  SNP-MaP can be effectively applied to the Affymetrix 500K GeneChip, providing a cost-effective, reliable and valid initial genomewide screen

  independent ceph same unrelated snp individual simulated

• scTWAS: a powerful statistical framework for single-cell transcriptome-wide association studies.

  PMID 41820391 · PMC13121454 · Nature communications · 2026 · 8 claims · 5 setups

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  scTWAS uses a latent-variable expression-measurement model combined with a moment-based regression to more accurately estimate genetic regulation of gene expression from single-cell data, improving GReX prediction across cell types and datasets

  onek1k-derived onek1k-based immune brain simulated two-sample stage

• Mutational specificity of gamma-radiation-induced guanine-thymine and thymine-guanine intrastrand cross-links in mammalian cells and translesion synthesis past the guanine-thymine lesion by human DNA polymerase eta.

  PMID 18616294 · PMC2646719 · Biochemistry · 2008 · 8 claims · 6 setups

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  Both G[8,5-Me]T and T[5-Me,8]G intrastrand cross-links are strongly mutagenic in COS-7 and 293T mammalian cells

  cos-7 293t synthetic pms2 shuttle primer steady-state

• Candidate vaccine sequences to represent intra- and inter-clade HIV-1 variation.

  PMID 19812689 · PMC2753653 · PloS one · 2009 · 7 claims · 5 setups

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  Natural CTL immunodominance toward variable proteome regions increases epitope mismatch with challenge strains and recapitulates the escape-driven CTL failure seen in natural infection, contributing to HIV vaccine failure

  hiv-1 polyclonally shannon cross-clade ctl

• An online database for brain disease research.

  PMID 16594998 · PMC1489945 · BMC genomics · 2006 · 7 claims · 5 setups

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  SMRIDB is a comprehensive web-based database integrating gene expression data and clinical metadata to aid understanding of the genetic effects of brain disease (bipolar disorder, schizophrenia, depression)

  postmortem individual disease studies microarray array gene-by-gene

• Systematic benchmarking of tools for CpG methylation detection from nanopore sequencing.

  PMID 34103501 · PMC8187371 · Nature communications · 2021 · 8 claims · 6 setups

  Has reproduction · 99

  Existing Nanopore methylation detection tools present a tradeoff between false positives and false negatives and show high dispersion relative to expected methylation frequency values.

  coli individual lymphoblastoid na12878 nanopore per-read consensus

• A genetic variation map for chicken with 2.8 million single-nucleotide polymorphisms.

  PMID 15592405 · PMC2263125 · Nature · 2004 · 8 claims · 8 setups

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  A genetic variation map of 2.8 million SNPs was constructed for chicken by comparing 3 domestic breeds to Red Jungle Fowl

  domestic red same white partial comparative pcr

• miRGen: a database for the study of animal microRNA genomic organization and function.

  PMID 17108354 · PMC1669779 · Nucleic acids research · 2007 · 8 claims · 6 setups

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  miRGen is an integrated database combining Genomics, Targets, and Clusters interfaces to study miRNA genomic organization and function across 11 animal genomes

  animal genome mouse-human mirna genomic mirna cross-species

• Completing the map of human genetic variation.

  PMID 17495918 · PMC2685471 · Nature · 2007 · 8 claims · 5 setups

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  A community resource initiative will sequence fosmid and BAC clone libraries from 62 HapMap individuals to systematically discover and resolve structural genetic variants at nucleotide resolution

  genomic fosmid full hapmap paired targeted genotyping

• In silico segmentations of lentivirus envelope sequences.

  PMID 17376229 · PMC1847453 · BMC bioinformatics · 2007 · 8 claims · 8 setups

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  C and V regions of lentivirus SU sequences have distinct statistical (oligonucleotide/amino-acid) compositions that HMMs can learn and use to delimit them.

  eiav hiv hmm-based hmm artificial

• Genome-wide linkage analysis of an autosomal recessive hypotrichosis identifies a novel P2RY5 mutation.

  PMID 18692127 · PMC3341170 · Genomics · 2008 · 8 claims · 7 setups

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  Autozygosity mapping identified a highly significant homozygous region on chromosome 13q14.11-q14.3 (Z/LOD=10.41)

  family p2ry5 affected snp microsatellite sanger