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).

• Integrative sRNA, DNA Methylation, and Transcriptomics Reveals Dynamic Epigenetic Reprogramming of Meloidogyne javanica-Induced Galls in Arabidopsis.

  PMID 42196344 · PMC13207400 · International journal of molecular sciences · 2026 · 8 claims · 5 setups

  Full-text index only

  Enrichment of 24 nt sRNAs (rasiRNAs) is a conserved hallmark of galls across early and late infection stages

  meloidogyne arabidopsis javanica-induced small rasirna chromosomal

• Developments in CORG: a gene-centric comparative genomics resource.

  PMID 17135197 · PMC1751536 · Nucleic acids research · 2007 · 7 claims · 4 setups

  Full-text index only

  CORG provides pairwise and multiple sequence alignments of upstream promoter regions and whole gene loci across 10 vertebrate species.

  upstream gene overlapping c-fos pairwise sequence comparative

• pyrpipe: a Python package for RNA-Seq workflows.

  PMID 34085037 · PMC8168212 · NAR genomics and bioinformatics · 2021 · 8 claims · 3 setups

  Has reproduction · 79

  pyrpipe enables development of flexible, reproducible, and easy-to-debug RNA-Seq computational pipelines purely in Python, in an object-oriented manner

  circulating zea bulk novo

• Advancement of biomarker discovery and validation through the HUPO plasma proteome project.

  PMID 15502245 · PMC3839274 · Disease markers · 2004 · 7 claims · 3 setups

  Full-text index only

  Standardization of specimen collection, handling, storage, and choice of serum vs. plasma/anticoagulant is essential for comparable proteomic biomarker discovery.

  plasma ppp reference identification quantitative specimen

• Structural evolution of the protein kinase-like superfamily.

  PMID 16244704 · PMC1261164 · PLoS computational biology · 2005 · 8 claims · 5 setups

  Full-text index only

  All kinases in the superfamily share a 'universal core' domain consisting only of the regions required for ATP binding and the phosphotransfer reaction.

  bank representative same kinase comparative manual structure-annotated

• Mass spectrometry-based proteomic analyses of contact lens deposition.

  PMID 18334948 · PMC2254969 · Molecular vision · 2008 · 8 claims · 2 setups

  Full-text index only

  Silicone hydrogel contact lenses deposit substantially less total protein than traditional soft (non-silicone) lens materials

  worn bradford nano-lc-ms

• Genomic approaches to the genetics of alcoholism.

  PMID 12875046 · PMC6683845 · Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism · 2002 · 8 claims · 4 setups

  Full-text index only

  Alcoholism is a complex disease that develops from a combination of numerous genetic and environmental factors, unlike single-gene disorders such as cystic fibrosis or Huntington's disease.

  specified genomic gene genomic exon

• PhylomeDB: a database for genome-wide collections of gene phylogenies.

  PMID 17962297 · PMC2238872 · Nucleic acids research · 2008 · 7 claims · 6 setups

  Full-text index only

  PhylomeDB is a publicly accessible database storing complete, genome-wide collections of gene phylogenies (phylomes).

  seed homologous trimmed homology sequence neighbor

• The detection of regions of our genome under selection has increasingly relied on the use of genome scans.

  PMID 16197732 · PMC3525123 · Human genomics · 2005 · 8 claims · 3 setups

  Full-text index only

  Markers linked to a locus under local adaptation show larger variance in allele frequencies across populations (higher FST) than neutral markers

  populations common genome snp comparative

• Microbial Community Shifts Associated With the Ongoing Stony Coral Tissue Loss Disease Outbreak on the Florida Reef Tract.

  PMID 31608047 · PMC6769089 · Frontiers in microbiology · 2019 · 7 claims · 5 setups

  Has reproduction · 93

  Five amplicon sequence variants (unclassified Flavobacteriales, Fusibacter, Planktotalea, Algicola, and Vibrio) were consistently enriched in disease lesions across three coral species (M. cavernosa, D. labyrinthiformis, D. stokesii)

  coral cavernosa 16s differential principal

• Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

  PMID 31918046 · PMC6992905 · iScience · 2020 · 8 claims · 8 setups

  Has reproduction · 96

  Assembled the largest reference blood gene expression profiling (GEP) dataset for AML to date: 12,029 samples from 105 studies across three platforms.

  peripheral datasets hg-u133 disjoint bulk machine deep

• From bud formation to flowering: transcriptomic state defines the cherry developmental phases of sweet cherry bud dormancy.

  PMID 31830909 · PMC6909552 · BMC genomics · 2019 · 7 claims · 7 setups

  Has reproduction · 88

  Flower bud developmental stages (organogenesis, paradormancy, endodormancy, dormancy release, ecodormancy) are defined by distinct, stage-specific gene expression programs

  flower sweet sequencing differential principal

• Comparing the utility of in vivo transposon mutagenesis approaches in yeast species to infer gene essentiality.

  PMID 32681306 · PMC7599172 · Current genetics · 2020 · 7 claims · 7 setups

  Has reproduction · 81

  A machine-learning (Random Forest) approach trained on transposon insertion features can predict gene essentiality genome-wide in yeast species

  saccharomyces schizosaccharomyces candida computational transposon random

• Extensive androgen receptor enhancer heterogeneity in primary prostate cancers underlies transcriptional diversity and metastatic potential.

  PMID 36450752 · PMC9712620 · Nature communications · 2022 · 8 claims · 8 setups

  Has reproduction · 70

  AR chromatin binding is highly heterogeneous between primary prostate tumors, with <5% of all AR binding sites (ARBS) shared by half of the 88 tumors analyzed

  prostate normal pca lncap chip-seq starr-seq luciferase

• Reusable building blocks in biological systems.

  PMID 30958230 · PMC6303794 · Journal of the Royal Society, Interface · 2018 · 8 claims · 5 setups

  Has reproduction · 82

  Biological systems can be decomposed into phenotypic building blocks (PBBs) whose reusability ranges from single-use (condition-specific) to constitutive

  tissues mirna randomized est-based quantitative computational

• Analyzing biomarker discovery: Estimating the reproducibility of biomarker sets.

  PMID 35901020 · PMC9333302 · PloS one · 2022 · 8 claims · 6 setups

  Has reproduction · 83

  Non-reproducibility is a common problem in biomarker discovery: independently derived biomarker sets for the same phenotype frequently share very few features across studies

  gse7390 geo ega tcga-brca t-test-based reproducibility genome-wide

• Single-cell dissection of chronic lung allograft dysfunction reveals convergent and distinct fibrotic mechanisms.

  PMID 41122970 · PMC12581678 · JCI insight · 2025 · 8 claims · 8 setups

  Has reproduction · 75

  CLAD exhibits specific cellular subsets including Fibro.AT2 cells, exhausted CD8+ T cells, and superactivated macrophages

  clad covid-19 million formalin-fixed single-cell single-nucleus integrated

• A four-gene signature from blood to exclude bacterial etiology of lower respiratory tract infection in adults.

  PMID 41285807 · PMC12644739 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 94

  A 4-gene signature (ITGB4, ITGA7, IFI27, FAM20A) derived from whole blood RNA-seq discriminates any bacterial from nonbacterial ARI with cross-validated AUC = 0.90

  hospitalized adults pediatric blood bulk rna-seq microarray

• SGCP: a spectral self-learning method for clustering genes in co-expression networks.

  PMID 38956463 · PMC11221046 · BMC bioinformatics · 2024 · 7 claims · 4 setups

  Has reproduction · 51

  SGCP, a spectral self-learning method, yields gene co-expression modules with higher GO enrichment than WGCNA, CoExpNets, and CEMiTool across 12 real gene expression datasets.

  real microarray rna-seq same gene dna-microarray rna-sequencing

• COVID-19 vaccination atlas using an integrative systems vaccinology approach.

  PMID 40456760 · PMC12130191 · NPJ vaccines · 2025 · 8 claims · 6 setups

  Has reproduction · 69

  mRNA vaccines induce transient but strong immune responses after booster doses

  pbmcs immune pbmc bulk gene principal