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 of phosphorylation site recognition motifs can be exploited to predict the targets of cyclin-dependent kinase.

  PMID 17316440 · PMC1852407 · Genome biology · 2007 · 8 claims · 6 setups

  Full-text index only

  CDK consensus motifs are frequently clustered (closely spaced) in known CDK substrate proteins rather than uniformly distributed

  cerevisiae cycle reanalysis statistical optimal

• Assessment tool based on fatty acid metabolic signatures for predicting the prognosis and treatment response in bladder cancer.

  PMID 38076064 · PMC10703629 · Heliyon · 2023 · 8 claims · 8 setups

  Has reproduction · 71

  Consensus clustering of prognosis-related fatty acid metabolism genes (FAMGs) identifies three molecular subtypes of BLCA (FAMC1, FAMC2, FAMC3) with distinct prognoses and tumor microenvironments

  tcga-blca famc1-3 differentially gse32894 bulk consensus gene

• Variation in the E2-binding domain of HPV 16 is associated with high-grade squamous intraepithelial lesions of the cervix.

  PMID 11308254 · PMC2363853 · British journal of cancer · 2001 · 8 claims · 6 setups

  Full-text index only

  E2 gene disruption in the analysed regions is significantly more frequent in high-grade SILs than low-grade SILs

  paraffin-embedded hpv16-positive representative cervical pcr restriction bidirectional

• Target identification for repurposed drugs active against SARS-CoV-2 via high-throughput inverse docking.

  PMID 34825285 · PMC8616721 · Journal of computer-aided molecular design · 2022 · 8 claims · 6 setups

  Has reproduction · 63

  Combining Vinardo, Ledock, and Korp-PL scoring functions (via averaged Z-scores) improves correct target identification over any single scoring function.

  curated repurposed glycosylated interior inverse molecular exploratory

• Machine learning-based identification of an immunotherapy-related signature to enhance outcomes and immunotherapy responses in melanoma.

  PMID 39355255 · PMC11442245 · Frontiers in immunology · 2024 · 8 claims · 8 setups

  Has reproduction · 69

  66 consensus immunotherapy prognostic genes (CITPGs) were identified from the intersection of WGCNA modules, immunotherapy responder-vs-non-responder DEGs, and tumor-vs-normal DEGs

  melanoma tcga-skcm prjeb23709 microarray wgcna differential consensus

• A gene signature related to programmed cell death to predict immunotherapy response and prognosis in colon adenocarcinoma.

  PMID 39950044 · PMC11823652 · PeerJ · 2025 · 8 claims · 8 setups

  Has reproduction · 73

  COAD patients can be divided into two molecular subtypes (S1, S2) based on 21 prognostic PCD-related genes, with S1 showing worse prognosis and immunosuppressive microenvironment, S2 showing better prognosis and stronger anti-tumor immunity

  coad consensus cibersort mcp-counter

• Protein interaction networks by proteome peptide scanning.

  PMID 14737190 · PMC314469 · PLoS biology · 2004 · 8 claims · 7 setups

  Full-text index only

  WISE (combining phage display-derived relaxed consensus patterns with SPOT peptide synthesis arrays) can identify proteome-wide binding partners of a peptide-recognition domain

  cerevisiae synthetic yeast tap-tagged phage spot surface

• Ultra high throughput sequencing excludes MDH1 as candidate gene for RP28-linked retinitis pigmentosa.

  PMID 20011630 · PMC2790479 · Molecular vision · 2009 · 8 claims · 5 setups

  Full-text index only

  MDH1 is not the causative gene for RP28-linked autosomal recessive retinitis pigmentosa

  genomic lr-pcr uhts v-4 long-range ultra sanger

• Identification of RNA-Binding Protein Targets with HyperTRIBE in Saccharomyces cerevisiae.

  PMID 37240377 · PMC10218906 · International journal of molecular sciences · 2023 · 7 claims · 8 setups

  Full-text index only

  HyperTRIBE was successfully established in S. cerevisiae by fusing an RBP to the hyper-active catalytic domain of human ADAR2 (E488Q), marking target transcripts with A-to-G editing events detectable by high-throughput sequencing

  cerevisiae khd1 wild-type bfr1-heterozygous hypertribe western meme

• 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

• Ensembl's 10th year.

  PMID 19906699 · PMC2808936 · Nucleic acids research · 2010 · 8 claims · 8 setups

  Full-text index only

  Ensembl provides comprehensive gene annotation and integrated genomic resources (variation, regulation, comparative genomics) across a growing set of chordate genomes

  anole western genome cd4+ whole-genome gene cross-database

• Spectrum and characterisation of BRCA1 and BRCA2 deleterious mutations in high-risk Czech patients with breast and/or ovarian cancer.

  PMID 18489799 · PMC2413254 · BMC cancer · 2008 · 8 claims · 6 setups

  Full-text index only

  Pathogenic BRCA1/BRCA2 mutations were identified in 294 of 1,010 (29.1%) unrelated high-risk Czech probands

  genomic pcr-amplified brca1 pha-stimulated truncation heteroduplex direct

• 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

• Molecular archeology of L1 insertions in the human genome.

  PMID 12372140 · PMC134481 · Genome biology · 2002 · 8 claims · 4 setups

  Full-text index only

  TSDfinder, a new algorithm, refines RepeatMasker-identified L1 boundaries by locating poly(A) tails, TSDs, and inversion breakpoints

  genome tsd 50-nt full-length repeat sequence repeat-content

• Genome-wide identification of in vivo protein-DNA binding sites from ChIP-Seq data.

  PMID 18684996 · PMC2532738 · Nucleic acids research · 2008 · 8 claims · 7 setups

  Full-text index only

  SISSRs identifies binding sites from ChIP-Seq short reads with much higher resolution than the standard region-clustering approach

  cd4+ jurkat hela computational chip-seq novo motif

• RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment.

  PMID 31978147 · PMC6980424 · PloS one · 2020 · 8 claims · 6 setups

  Has reproduction · 71

  RNAmountAlign is the first RNA sequence/structure pairwise alignment algorithm based on incremental ensemble mountain distance, running in O(n^3) time and O(n^2) space for two sequences of length n.

  sequences sequence trna target pairwise global single

• Regulatory Noncoding Small RNAs Are Diverse and Abundant in an Extremophilic Microbial Community.

  PMID 32019831 · PMC7002113 · mSystems · 2020 · 8 claims · 7 setups

  Has reproduction · 57

  Hundreds of intergenic (itsRNAs) and antisense (asRNAs) sRNAs are diverse and abundant in the halite endolithic microbial community, with 1,538 total ncRNAs discovered across Archaea and Bacteria.

  halite discovered conserved itsrnas strand-specific genome-resolved srna

• 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