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).

• Integrated multiomic analysis reveals disulfidptosis subtypes in glioblastoma: implications for immunotherapy, targeted therapy, and chemotherapy.

  PMID 38504986 · PMC10950096 · Frontiers in immunology · 2024 · 8 claims · 8 setups

  Has reproduction · 73

  Consensus clustering on 32 disulfidptosis-associated genes stratifies GBM patients into two subtypes, DRGcluster A and B, with distinct survival outcomes.

  fresh tcga gbm bulk rna-seq consensus

• NetworKIN: a resource for exploring cellular phosphorylation networks.

  PMID 17981841 · PMC2238868 · Nucleic acids research · 2008 · 8 claims · 4 setups

  Full-text index only

  NetworKIN integrates consensus substrate motifs with probabilistic network context modelling to predict cellular kinase-substrate relations.

  phosphoproteome kinome interactome 53bp1 consensus blastp probabilistic

• Mitochondrial diversity within modern human populations.

  PMID 17439969 · PMC1888801 · Nucleic acids research · 2007 · 8 claims · 5 setups

  Full-text index only

  Modern humans show extremely low divergence from the mitochondrial consensus sequence, differing on average by only 21.6 nucleotide sites

  full-length mitochondrial mtdna additional sequence site-by-site regional

• Human stool contains a previously unrecognized diversity of novel astroviruses.

  PMID 19814825 · PMC2765957 · Virology journal · 2009 · 8 claims · 8 setups

  Full-text index only

  Human stool contains a previously unrecognized diversity of astroviruses beyond the classic 8 serotypes and AstV-MLB1/AstV-VA1

  stool consensus-pcr-positive negative one consensus specific sanger

• Cancer-specific high-throughput annotation of somatic mutations: computational prediction of driver missense mutations.

  PMID 19654296 · PMC2763410 · Cancer research · 2009 · 7 claims · 7 setups

  Full-text index only

  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

• Comprehensive splice-site analysis using comparative genomics.

  PMID 16914448 · PMC1557818 · Nucleic acids research · 2006 · 8 claims · 6 setups

  Full-text index only

  Over half a million splice sites were collected from five species (H. sapiens, M. musculus, D. melanogaster, C. elegans, A. thaliana) and classified into four main subtypes: U2-type GT-AG and GC-AG, and U12-type GT-AG and AT-AC.

  refseq u2-type genes comparative information phylogenetic

• An individualized causal framework for learning intercellular communication networks that define microenvironments of individual tumors.

  PMID 36548438 · PMC9822106 · PLoS computational biology · 2022 · 8 claims · 7 setups

  Has reproduction · 67

  An individualized causal analysis framework can discover tumor-specific intercellular communication networks (ICNs) from transcriptomic data

  hnscc pooled cd45+ cd8+ single-cell nhdp celda

• Analysis of the glutathione S-transferase (GST) gene family.

  PMID 15607001 · PMC3500200 · Human genomics · 2004 · 8 claims · 4 setups

  Full-text index only

  The complete human GST gene family comprises 16 genes in six subfamilies: alpha (GSTA), mu (GSTM), omega (GSTO), pi (GSTP), theta (GSTT) and zeta (GSTZ).

  genome gst gst-related gstk1 gene sequence phylogenetic

• The HuRef Browser: a web resource for individual human genomics.

  PMID 19036787 · PMC2686481 · Nucleic acids research · 2009 · 7 claims · 6 setups

  Full-text index only

  The HuRef Browser is a unified web application integrating assembly, annotation, and assembly-to-assembly comparison (ATAC) views for the diploid HuRef individual human genome.

  individual huref whole-genome assembly-to-assembly variant

• Machine-learning approaches for classifying haplogroup from Y chromosome STR data.

  PMID 18551166 · PMC2396484 · PLoS computational biology · 2008 · 8 claims · 5 setups

  Full-text index only

  Y-STR allelic variability is partitioned more by differences among haplogroups than by differences among populations, suggesting Y-STRs carry haplogroup information

  globally same computational publicly y-str snp supervised

• Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.

  PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 6 claims · 8 setups

  Has reproduction

  A deep learning WSI cluster (three-class mini batch K-means on Inception V3 features) is associated with overall survival (P<0.001) and is an independent prognostic predictor (P=0.031) in BLCA.

  tcga-blca blca tcga deep transfer-learning neural-network

• Identifying Molecular Subtypes and 6-Gene Prognostic Signature Based on Hypoxia for Optimizing Targeted Therapies in Non-Small Cell Lung Cancer.

  PMID 35509605 · PMC9058021 · International journal of general medicine · 2022 · 8 claims · 8 setups

  Has reproduction · 59

  NSCLC samples can be classified into two molecular subtypes (C1 and C2) based on hypoxia-related gene expression via consensus clustering

  tcga-nsclc geo bulk microarray unsupervised

• Metabolic reprogramming and prognostic insights in molecular landscapes driven by glycolysis in ovarian cancer.

  PMID 40707588 · PMC12290113 · Scientific reports · 2025 · 7 claims · 8 setups

  Has reproduction · 77

  457 differentially expressed GRGs were identified between OC and normal ovarian tissue, of which 30 were significantly associated with prognosis

  tcga-oc tcga-oc-gse26193 ov_gse154600 iose-80 bulk univariate copy

• poreCov-An Easy to Use, Fast, and Robust Workflow for SARS-CoV-2 Genome Reconstruction via Nanopore Sequencing.

  PMID 34394197 · PMC8355734 · Frontiers in genetics · 2021 · 8 claims · 8 setups

  Has reproduction · 100

  poreCov is an easy-to-use, fast, and robust Nextflow-based workflow for reference-based SARS-CoV-2 genome reconstruction and lineage determination from nanopore sequencing data

  porecov sars-cov-2 nanopore fastq gisaid workflow real-world

• Satellitome Analysis and Transposable Elements Comparison in Geographically Distant Populations of Spodoptera frugiperda.

  PMID 35455012 · PMC9026859 · Life (Basel, Switzerland) · 2022 · 8 claims · 5 setups

  Has reproduction · 67

  Most transposable elements are commonly shared across all eight geographically distant S. frugiperda samples, except Maverick and PIF/Harbinger elements which show divergent repeat copies

  frugiperda satellite million contigs comparative homology divergence

• TranspoGene and microTranspoGene: transposed elements influence on the transcriptome of seven vertebrates and invertebrates.

  PMID 17986453 · PMC2238949 · Nucleic acids research · 2008 · 8 claims · 5 setups

  Full-text index only

  TranspoGene catalogs TEs within protein-coding genes of seven species (human, mouse, chicken, zebrafish, fruit fly, nematode, sea squirt), classified as proximal promoter, exonized, exonic, or intronic TEs.

  chicken normal tes genes genomic exon microrna

• Phylogenetic analysis of mRNA polyadenylation sites reveals a role of transposable elements in evolution of the 3'-end of genes.

  PMID 18757892 · PMC2553571 · Nucleic acids research · 2008 · 8 claims · 6 setups

  Full-text index only

  3'-most (L type) poly(A) sites are more conserved than upstream F/M type sites, while intronic (C/H type) sites are the least conserved

  consensus poly comparative transposable

• Chromosome-scale genome sequencing, assembly and annotation of six genomes from subfamily Leishmaniinae.

  PMID 34489462 · PMC8421402 · Scientific data · 2021 · 8 claims · 8 setups

  Has reproduction · 92

  Chromosome-scale genomes of six Leishmaniinae species (five L. (Mundinia) species and one Porcisia species) were sequenced, assembled and annotated, providing genome, proteome, transcriptome and GFF outputs for taxa previously lacking public reference genomes

  six same polished each nanopore illumina novo

• Molecular subtype of recurrent implantation failure reveals distinct endometrial etiology of female infertility.

  PMID 40660214 · PMC12257665 · Journal of translational medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 68

  RIF endometrial samples segregate into two reproducible molecular subtypes: an immune-driven subtype (RIF-I) and a metabolic-driven subtype (RIF-M)

  endometrial in-house bulk rif-degs meta-analysis sequencing immune

• Towards reliable whole genome sequencing for outbreak preparedness and response.

  PMID 35945497 · PMC9361258 · BMC genomics · 2022 · 7 claims · 4 setups

  Has reproduction · 84

  Amplicon-based Nanopore sequencing can rapidly generate whole genome sequences in samples with viral load up to Ct 33.

  culture aligned amplicon-based metagenomic capture-based