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).

• 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

• Enabling Single-Cell Drug Response Annotations from Bulk RNA-Seq Using SCAD.

  PMID 36762572 · PMC10104628 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023 · 7 claims · 7 setups

  Has reproduction · 81

  SCAD, a transfer learning framework integrating adversarial discriminative domain adaptation (ADDA), can infer single-cell drug sensitivities by transferring knowledge from bulk RNA-seq pharmacogenomic data (GDSC) to scRNA-seq target domains

  pan-cancer pc9 451lu a375 bulk scrna-seq computational

• Histone hyperacetylation disrupts core gene regulatory architecture in rhabdomyosarcoma.

  PMID 31784732 · PMC6886578 · Nature genetics · 2019 · 8 claims · 8 setups

  Has reproduction · 58

  SOX8 is a previously unrecognized core regulatory TF in FP-RMS, co-localizing with other CR TFs at SEs and essential for tumor cell growth

  rms rh4 h3k27ac pooled chip-seq

• NovelFam3000--uncharacterized human protein domains conserved across model organisms.

  PMID 16533400 · PMC1440326 · BMC genomics · 2006 · 8 claims · 7 setups

  Full-text index only

  NovelFam3000 is an online data centre unifying bioinformatics resource links, news, comments, and user-submitted experimental data (including a Gene Characterization Index) for ~3000 uncharacterized Pfam-B/DUF domain families conserved across worm, fly, and human

  lines mammalian hek drosophila rt-pcr immunofluorescence counterstaining

• Genomic activation of the EGFR and HER2-neu genes in a significant proportion of invasive epithelial ovarian cancers.

  PMID 18182111 · PMC2266762 · BMC cancer · 2008 · 8 claims · 4 setups

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  No somatic mutations were found in the entire tyrosine kinase domain (exons 18-24) of EGFR or HER2-neu in 68 tissue samples from 52 ovarian cancer patients.

  invasive ovarian lung dgge immunohistochemistry fluorescence

• Differential recruitment of pre-mRNA splicing factors to alternatively spliced transcripts in vivo.

  PMID 16231974 · PMC1262628 · PLoS biology · 2005 · 8 claims · 8 setups

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  Distinct combinations of pre-mRNA splicing factors are recruited to sites of alternatively spliced transcripts in intact cells, providing the first in vivo evidence for differential splicing factor association.

  cos-1 cos-7 tau10-1 rt-pcr quantitative rna-fish

• 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

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  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

• Expression and mutation analysis of the discoidin domain receptors 1 and 2 in non-small cell lung carcinoma.

  PMID 17299390 · PMC2360060 · British journal of cancer · 2007 · 8 claims · 6 setups

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  DDR1 is significantly upregulated in NSCLC tumour tissue compared with matched normal lung tissue

  nsclc matched lung quantitative pcr genomic

• Core signaling pathways in human pancreatic cancers revealed by global genomic analyses.

  PMID 18772397 · PMC2848990 · Science (New York, N.Y.) · 2008 · 8 claims · 6 setups

  Full-text index only

  Pancreatic cancers contain an average of 63 genetic alterations, the majority of which are point mutations

  pancreatic computational targeted prevalence snp

• 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

• Mutations in PIK3CA are infrequent in neuroblastoma.

  PMID 16822308 · PMC1533846 · BMC cancer · 2006 · 8 claims · 6 setups

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  PIK3CA activating mutations are infrequent in human neuroblastoma (2.9%, 2/69 tumors)

  neuroblastoma neuroblastoma-derived patients th-mycn targeted sanger rt-pcr

• Tubulin proteomics: towards breaking the code.

  PMID 18840397 · PMC4039029 · Analytical biochemistry · 2009 · 8 claims · 8 setups

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  Tubulin isotype and posttranslational-modification diversity constitutes a 'tubulin code' that is read by microtubule-associated proteins and translates into specific in vivo functions

  bovine mda-mb-231 cancer a549 maldi-tof tandem sds-page

• Proteomic analysis of ovarian cancer cells reveals dynamic processes of protein secretion and shedding of extra-cellular domains.

  PMID 18560578 · PMC2409963 · PloS one · 2008 · 8 claims · 6 setups

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  Ovarian cancer cells exhibit extensive shedding of extra-cellular domains from cell surface proteins into the extracellular milieu.

  ovcar3 analysis lc-ms cell-surface silac

• Sequence variation of PfEMP1-DBLalpha in association with rosette formation in Plasmodium falciparum isolates causing severe and uncomplicated malaria.

  PMID 19650937 · PMC3224928 · Malaria journal · 2009 · 8 claims · 5 setups

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  Sequence group 1 (mainly from uncomplicated malaria) is significantly different in distribution from sequence group 3 (mainly from severe malaria)

  falciparum falciparum-infected pcr-amplified non-identical static rosette rt-pcr

• Analysis of mitochondrial DNA sequences in childhood encephalomyopathies reveals new disease-associated variants.

  PMID 17895983 · PMC1976591 · PloS one · 2007 · 8 claims · 5 setups

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  Sequencing of complete mtDNA genomes in 23 pediatric patients identified 27 significant variants (12 novel, 15 known) associated with mitochondrial encephalomyopathies.

  blood-derived lymphocytes maternal wild-type complete respiratory pcr-rflp

• αPIX Is a Trafficking Regulator that Balances Recycling and Degradation of the Epidermal Growth Factor Receptor.

  PMID 26177020 · PMC4503440 · PloS one · 2015 · 8 claims · 8 setups

  Has reproduction

  αPIX interacts with c-Cbl, including as endogenous proteins

  cho-k1 cos-7 cho αpix co-immunoprecipitation time-course stability

• Mutations of the beta- and gamma-catenin genes are uncommon in human lung, breast, kidney, cervical and ovarian carcinomas.

  PMID 11437403 · PMC2363927 · British journal of cancer · 2001 · 7 claims · 4 setups

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  β-catenin and γ-catenin gene mutations are uncommon in human lung, breast, kidney, cervical and ovarian carcinomas

  lung carcinoma lines pcr-sscp rt-pcr-sscp direct

• Computational comparison of two mouse draft genomes and the human golden path.

  PMID 12537546 · PMC151282 · Genome biology · 2003 · 8 claims · 7 setups

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  The Celera and public mouse genome assemblies differ in about 10% of the mouse genome, with complementary strengths (Celera higher base-pair accuracy and overall coverage; public assembly higher quality in some finished BAC regions and freely accessible)

  newly genome chromosome genomic blat blastn repeat

• Phosphoproteomics: unraveling the signaling web.

  PMID 18922462 · PMC2754874 · Molecular cell · 2008 · 8 claims · 8 setups

  Full-text index only

  Integrating discovery-based MS phosphoproteomics with targeted protein microarray technologies yields a more complete picture of signaling networks and improves clinical translation of findings.

  ddr atr-deficient hela mammary phosphospecific phospho-motif scx

• Ethnic differences and functional analysis of MET mutations in lung cancer.

  PMID 19723643 · PMC2767337 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2009 · 8 claims · 7 setups

  Full-text index only

  MET mutations identified in lung tumors are predominantly germline rather than somatic

  tumor established recombinant cos-7 pcr elisa-based apoptosis