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).

• Clustering and machine learning-based integration identify cancer associated fibroblasts genes' signature in head and neck squamous cell carcinoma.

  PMID 37065499 · PMC10098459 · Frontiers in genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 63

  Clustering of 31 CAFs genes across 868 HNSCC samples identifies two distinct molecular patterns (C1, C2) with different survival outcomes

  hnscc combined gse164690 tcga-hnsc ssgsea unsupervised immune

• Enhanced Generalizability of RNA Secondary Structure Prediction via Convolutional Block Attention Network and Ensemble Learning.

  PMID 40871599 · PMC12388828 · Molecules (Basel, Switzerland) · 2025 · 8 claims · 8 setups

  Has reproduction · 87

  TrioFold integrates base-pairing clues from thermodynamic- and DL-based methods via ensemble learning and a convolutional block attention mechanism to enhance RSS prediction generalizability.

  testseta bprna-new ts-inter individual jaccard pca ensemble

• Environmental selection overturns the decay relationship of soil prokaryotic community over geographic distance across grassland biotas.

  PMID 35073255 · PMC8828049 · eLife · 2022 · 8 claims · 7 setups

  Has reproduction · 57

  Prokaryotic community similarity follows a significant U-shape relationship over geographic distance up to 4000 km, decreasing within biotas but increasing across biotas after a tipping point of 1760-1920 km

  soil grassland 16s plant soil

• An informatics research platform to make public gene expression time-course datasets reusable for more scientific discoveries.

  PMID 33247935 · PMC7698665 · Database : the journal of biological databases and curation · 2020 · 8 claims · 6 setups

  Has reproduction · 75

  GETc enables discovery and visualization of time-course gene expression data and analytical results from GEO

  geo time-course researcher filtered regular metamap ode-based

• Absence of the TAP2 human recombination hotspot in chimpanzees.

  PMID 15208713 · PMC423135 · PLoS biology · 2004 · 6 claims · 7 setups

  Full-text index only

  The human TAP2 recombination hotspot is absent from the homologous region in western chimpanzees.

  western haplotype males simulated resequencing ld-based sperm

• Genomic variability within an organism exposes its cell lineage tree.

  PMID 16261192 · PMC1274291 · PLoS computational biology · 2005 · 8 claims · 5 setups

  Full-text index only

  Somatic mutations accumulated during normal development implicitly encode an organism's entire cell lineage tree with very high precision.

  robinia arabidopsis randomly genotyping multiplex computer

• SNPAnalyzer: a web-based integrated workbench for single-nucleotide polymorphism analysis.

  PMID 15980517 · PMC1160189 · Nucleic acids research · 2005 · 8 claims · 4 setups

  Full-text index only

  SNPAnalyzer is an integrated web-based workbench that performs four statistical SNP analyses (Hardy-Weinberg equilibrium, haplotype estimation, linkage disequilibrium, and QTL analysis) in one common computational environment.

  african simulated hardy-weinberg haplotype linkage

• Differential analysis for high density tiling microarray data.

  PMID 17892592 · PMC2231405 · BMC bioinformatics · 2007 · 8 claims · 6 setups

  Full-text index only

  gSAM, a generalized extension of Significance Analysis of Microarrays (SAM), uses a piece-wise function to segment genome-wide differential response by protein-coding vs non-coding regions and by 5' vs 3' vs intra-genic bias within genes, rather than treating a gene as an atomic unit.

  hl60 profiling chip-on-chip

• Predictive genomics of cardioembolic stroke.

  PMID 19064790 · PMC2752697 · Stroke · 2009 · 8 claims · 4 setups

  Full-text index only

  A Bayesian network multivariate model achieves 86% predictive accuracy (AUC) for cardioembolic stroke on fitted values

  blood-derived gasros same custom bayesian roc

• Brain-specific proteins decline in the cerebrospinal fluid of humans with Huntington disease.

  PMID 18984577 · PMC2649809 · Molecular & cellular proteomics : MCP · 2009 · 8 claims · 6 setups

  Full-text index only

  Brain-specific proteins are 1.8 times more likely to be observed in CSF than in plasma

  csf brain normal 2d-dige label-free isotopic

• An integrated genomic analysis of human glioblastoma multiforme.

  PMID 18772396 · PMC2820389 · Science (New York, N.Y.) · 2008 · 8 claims · 7 setups

  Full-text index only

  IDH1 is recurrently mutated at its active site (R132) in 12% of GBM patients, a previously unrecognized alteration in GBM.

  gbm additional missense exome targeted snp

• SeqBuster, a bioinformatic tool for the processing and analysis of small RNAs datasets, reveals ubiquitous miRNA modifications in human embryonic cells.

  PMID 20008100 · PMC2836562 · Nucleic acids research · 2010 · 8 claims · 6 setups

  Full-text index only

  SeqBuster is a versatile web-based and stand-alone bioinformatic toolkit for processing and analyzing large-scale small RNA deep sequencing datasets.

  embryonic hesc small sequence adapter

• Discovery of molecular subtypes in leiomyosarcoma through integrative molecular profiling.

  PMID 19901961 · PMC2820592 · Oncogene · 2010 · 8 claims · 6 setups

  Full-text index only

  Unsupervised gene expression clustering identifies 3 reproducible molecular subtypes of LMS (Group I/muscle-enriched, Group II, Group III)

  lms independent soft gene array immunohistochemistry

• Evidence for limited genetic compartmentalization of HIV-1 between lung and blood.

  PMID 19759830 · PMC2736399 · PloS one · 2009 · 8 claims · 7 setups

  Full-text index only

  Statistical evidence of genetic compartmentalization between lung and blood HIV-1 env sequences was found in 10 of 18 subjects.

  paired lung tissue-pair pooled hiv-1 maximum statistical

• The promise and reality of personal genomics.

  PMID 19723346 · PMC2768970 · Genome biology · 2009 · 7 claims · 6 setups

  Full-text index only

  Despite being the most complete and accurate individually sequenced human genome to date, AK1 sequencing still misses a substantial fraction of variants, showing sequencing technology remains far from complete/reliable.

  ak1 six whole-genome copy-number genotyping-based

• Exploring the immunome: A brave new world for human vaccine development.

  PMID 20009527 · PMC2919815 · Human vaccines · 2009 · 7 claims · 7 setups

  Full-text index only

  Screening the Mtb proteome in silico for epitopes ('fishing for antigens using epitopes as bait') revealed a remarkable diversity of human immune responses to Mtb proteins without an ascribed function, suggesting human immune response to Mtb is omnivorous rather than focused on single immunodominant proteins.

  mycobacterium subjects francisella autologous epitope-mapping response epitope

• Quantum pixel representations and compression for N-dimensional images.

  PMID 35546151 · PMC9095730 · Scientific reports · 2022 · 8 claims · 2 setups

  Has reproduction · 87

  QPIXL is a uniform framework that overarches (I)FRQI, (I)NEQR, MCRQI, and (I)NCQI representations

  simulated example quantum image

• A comprehensive literature review of haplotyping software and methods for use with unrelated individuals.

  PMID 15814067 · PMC3525117 · Human genomics · 2005 · 7 claims · 2 setups

  Full-text index only

  Forty-six haplotyping programs were identified and reviewed, split into 43 designed for individual genotype data and three designed for pooled DNA samples.

  pubmed identified literature software

• QuasiFlow: a Nextflow pipeline for analysis of NGS-based HIV-1 drug resistance data.

  PMID 36699347 · PMC9722223 · Bioinformatics advances · 2022 · 6 claims · 8 setups

  Has reproduction · 78

  QuasiFlow is a Nextflow pipeline that runs entirely locally via command-line tools and a local HIVdb database copy to analyze NGS-based HIV-1 drug resistance testing data.

  hiv-1 same paired-end reads ngs-based concordance read

• Tracing human genetic histories and natural selection with precise local ancestry inference.

  PMID 40379651 · PMC12084304 · Nature communications · 2025 · 7 claims · 7 setups

  Has reproduction · 76

  Orchestra, a two-stage LAI method combining a recombination-distance base layer with a deep learning (convolutional + attention) smoothing module, outperforms RFmix, FLARE and Gnomix in precision and recall across simulated admixture generations.

  1kgp-16pops independent simulated 1kgp simulated population-level local