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).

• Interpretable prediction models for widespread m6A RNA modification across cell lines and tissues.

  PMID 37995291 · PMC10697738 · Bioinformatics (Oxford, England) · 2023 · 7 claims · 6 setups

  Has reproduction · 79

  CLSM6A, a CNN-based model set, predicts single-nucleotide-resolution m6A RNA modification sites across eight cell lines and three tissues in H. sapiens

  clsm6a learned last-layer computational model-based propagation-based

• maxATAC: Genome-scale transcription-factor binding prediction from ATAC-seq with deep neural networks.

  PMID 36719906 · PMC9917285 · PLoS computational biology · 2023 · 8 claims · 6 setups

  Has reproduction · 98

  maxATAC is a suite of deep neural network models enabling state-of-the-art, genome-scale TFBS prediction from ATAC-seq, with models for 127 human transcription factors

  lines hepg2 types single chip-seq omni-atac-seq atac-seq

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• Accurate prediction of the functional significance of single nucleotide polymorphisms and mutations in the ABCA1 gene.

  PMID 16429166 · PMC1342637 · PLoS genetics · 2005 · 8 claims · 5 setups

  Full-text index only

  PANTHER subPSEC scores correctly predicted the functional impact of >94% (16/17) of tested naturally occurring ABCA1 variants

  abca1 stably subpsec cholesterol rt-pcr

• Characterization of ALTO-encoding circular RNAs expressed by Merkel cell polyomavirus and trichodysplasia spinulosa polyomavirus.

  PMID 33999949 · PMC8158866 · PLoS pathogens · 2021 · 8 claims · 8 setups

  Has reproduction · 80

  MCPyV generates two circular RNAs (circALTO1, circALTO2) spanning the early region/ALTO ORF, detectable in VP-MCC cell lines and patient tumors

  mcpyv-infected vp-mcc waga mcc rna-seq inverse qrt-pcr

• DAGFormer: A graph-based domain adaptation approach for single-cell cancer drug response prediction.

  PMID 41417875 · PMC12795466 · PLoS computational biology · 2025 · 7 claims · 4 setups

  Has reproduction

  DAGFormer, a graph-based domain adaptation framework integrating bulk and scRNA-seq data, predicts single-cell drug responses more accurately than existing methods.

  pan-can jhu006 pc9 a375 bulk scrna-seq

• Systematic prediction of human membrane receptor interactions.

  PMID 19798668 · PMC3076061 · Proteomics · 2009 · 7 claims · 6 setups

  Full-text index only

  Predicting interactions specifically for membrane receptors, rather than deriving them from a general human interactome model, improves prediction performance for these proteins

  cos-1 um-22a hep3b gst-egfr co-immunoprecipitation pulldown binding

• Prediction and assessment of splicing alterations: implications for clinical testing.

  PMID 18951448 · PMC2832470 · Human mutation · 2008 · 8 claims · 5 setups

  Full-text index only

  Bioinformatic prediction alone is insufficient; in vitro analysis is needed to confirm or establish splicing aberrations for clinical variant classification

  brca1 lymphocytes mammalian large bioinformatic cycloheximide mini-gene

• Functional redundancy of exon 12 of BRCA2 revealed by a comprehensive analysis of the c.6853A>G (p.I2285V) variant.

  PMID 19795481 · PMC3501199 · Human mutation · 2009 · 7 claims · 8 setups

  Full-text index only

  BRCA2 c.6853A>G (p.I2285V) co-occurs in trans with the deleterious founder mutation c.5946delT, supporting classification as a neutral variant

  lymphocytes brca2 brca2-null ashkenazi rt-pcr splicing allelic

• Allelic imbalance in gene expression as a guide to cis-acting regulatory single nucleotide polymorphisms in cancer cells.

  PMID 17267408 · PMC1865061 · Nucleic acids research · 2007 · 6 claims · 6 setups

  Full-text index only

  Measuring allelic imbalance (AI) of two SNP alleles within the same sample is an effective approach for identifying cis-acting rSNPs, since each allele serves as an internal control for the other.

  tumor promoter hela cdna bead tag-microarray

• The malaria secretome: from algorithms to essential function in blood stage infection.

  PMID 18551176 · PMC2408878 · PLoS pathogens · 2008 · 8 claims · 5 setups

  Full-text index only

  An expanded secretome (van Ooij secretome) built from a revised SignalP MaxS cutoff (0.571) plus HMMER-expanded HT-motif search yields 422 proteins (224 excluding RIFIN/STEVOR families).

  falciparum berghei plasmodium signal comparative piggybac

• BRCA1 and BRCA2 missense variants of high and low clinical significance influence lymphoblastoid cell line post-irradiation gene expression.

  PMID 18497862 · PMC2375115 · PLoS genetics · 2008 · 8 claims · 6 setups

  Full-text index only

  BRCA1 and BRCA2 pathogenic mutation carriers have similar post-irradiation LCL gene expression profiles to each other, more so than to BRCAX samples without an LCS variant

  lymphoblastoid lcl gene microarray unsupervised t-test

• Identification and characterisation of the angiotensin converting enzyme-3 (ACE3) gene: a novel mammalian homologue of ACE.

  PMID 17597519 · PMC1925091 · BMC genomics · 2007 · 7 claims · 7 setups

  Full-text index only

  A novel single-domain ACE-like gene, ACE3, exists in mouse, rat, cow, dog and human genomes, located on the same chromosome downstream of ACE.

  dog predicted ace3 panel blast sequence homology

• Identification of common genetic variation that modulates alternative splicing.

  PMID 17571926 · PMC1904363 · PLoS genetics · 2007 · 7 claims · 8 setups

  Full-text index only

  Common SNPs located close to intron-exon boundaries are associated with and causally modulate alternative splicing patterns in human genes

  ceph lcls skipped additional rt-pcr snp resequencing

• Dissecting microregulation of a master regulatory network.

  PMID 18294391 · PMC2289817 · BMC genomics · 2008 · 8 claims · 6 setups

  Full-text index only

  143 human miRNAs (termed p53-miRs) each contain at least one putative p53 binding site within 10 kb flanking sequence and are predicted to target at least one known gene

  genome mirnas mirna-target predicted p53 mirna cross-referencing

• Patrocles: a database of polymorphic miRNA-mediated gene regulation in vertebrates.

  PMID 19906729 · PMC2808989 · Nucleic acids research · 2010 · 8 claims · 6 setups

  Full-text index only

  Patrocles is a database compiling DSPs predicted to perturb miRNA-mediated gene regulation across seven vertebrate species, covering targets, miRNA precursors and silencing machinery.

  3'-utr mirbase hapmap comparative snp mirna

• Bladder tumour-derived somatic TSC1 missense mutations cause loss of function via distinct mechanisms.

  PMID 18397877 · PMC2427143 · Human molecular genetics · 2008 · 8 claims · 8 setups

  Full-text index only

  All six somatic TSC1 missense mutations found in bladder tumours cause loss of TSC1 function, but via distinct molecular mechanisms.

  hcv29 lines tsc1 bladder immunoblotting real-time co-immunoprecipitation

• Construction and Validation of an Immune Infiltration-Related Gene Signature for the Prediction of Prognosis and Therapeutic Response in Breast Cancer.

  PMID 33986754 · PMC8110914 · Frontiers in immunology · 2021 · 7 claims · 8 setups

  Has reproduction · 51

  A 15-gene immune infiltration-related signature (IRS) predicts overall survival in breast cancer, with higher IRS indicating worse prognosis

  tcga metabric geo breast immune bulk microarray

• In silico meets in vivo.

  PMID 18304380 · PMC2374716 · Genome biology · 2008 · 8 claims · 8 setups

  Full-text index only

  About 10% of positions in multiple sequence alignments of the human genome with other vertebrate genomes are likely incorrect.

  genome lines prokaryotic genomes genome genome-wide gene

• High frequency of the IVS2-2A>G DNA sequence variation in SLC26A5, encoding the cochlear motor protein prestin, precludes its involvement in hereditary hearing loss.

  PMID 16086836 · PMC1190179 · BMC medical genetics · 2005 · 8 claims · 6 setups

  Full-text index only

  IVS2-2A>G allele frequency does not differ significantly between hearing-impaired cases and controls among Hispanics and Caucasians (p=0.45)

  genomic mitochondrial slc26a5 pcr sequence splice