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).

• CanCellCap: robust cancer cell capture across tissue types on single-cell RNA-seq data by multi-domain learning.

  PMID 40739511 · PMC12312500 · BMC biology · 2025 · 8 claims · 8 setups

  Has reproduction · 42

  CanCellCap, a multi-domain learning framework integrating domain adversarial learning and Mixture of Experts, identifies cancer cells across all tissues, cancers, and sequencing platforms by extracting tissue-common and tissue-specific gene expression patterns.

  testing datasets tisch2 prostate scrna-seq simulated spatial

• The human L-threonine 3-dehydrogenase gene is an expressed pseudogene.

  PMID 12361482 · PMC131051 · BMC genetics · 2002 · 8 claims · 7 setups

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  The human TDH gene is located at chromosome 8p23-22, spans 10 kb, and has 8 exons that would be expected to encode a 369-residue ORF.

  genomic predicted cdna tissues genomic sequence pcr

• CD155/PVR plays a key role in cell motility during tumor cell invasion and migration.

  PMID 15471548 · PMC524493 · BMC cancer · 2004 · 8 claims · 8 setups

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  A FALI-coupled scFv antibody library screen identifies CD155 (poliovirus receptor) as a mediator of tumor cell invasion

  ht1080 u87mg normal 96-well transwell immunoblot

• Optimal scaling of digital transcriptomes.

  PMID 24223126 · PMC3819321 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Fifteen existing and novel transcript-count normalization algorithms can be compared with two novel, mutually independent metrics: the number of "uniform" genes (sufficiently low coefficient of variation after normalization) and low average Spearman correlation between normalized expression profiles of gene pairs.

  tissues bodymap mapped 16-sample bulk read transcript

• Understanding sex differences in environmental health: a thought leaders' roundtable.

  PMID 15064168 · PMC1241928 · Environmental health perspectives · 2004 · 8 claims · 8 setups

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  Dioxin and corticosteroids both cause thymic atrophy but via distinct mechanisms; dioxin's atrophy kinetics resemble those induced by estrogen despite acting through a different receptor.

  laboratory mice nzb c57bl thymus radiation autoimmune

• Transcription of the human and rodent SPAM1 / PH-20 genes initiates within an ancient endogenous retrovirus.

  PMID 15804358 · PMC1079825 · BMC genomics · 2005 · 8 claims · 8 setups

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  Human, mouse, and rat SPAM1/Spam1 transcripts initiate within an ERV1 pol (internal coding) region rather than within an LTR

  testis panel genome 5'-race non-quantitative

• Feature selection and nearest centroid classification for protein mass spectrometry.

  PMID 15788095 · PMC1274262 · BMC bioinformatics · 2005 · 8 claims · 5 setups

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  Sequential forward selection and a novel boosted feature selection algorithm produce the most consistent classification results across all five cancer data sets tested

  serum seldi-tof

• Mice have a transcribed L-threonine aldolase/GLY1 gene, but the human GLY1 gene is a non-processed pseudogene.

  PMID 15757516 · PMC555945 · BMC genomics · 2005 · 8 claims · 8 setups

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  Mouse has a transcribed, 7-exon L-threonine aldolase (GLY1) gene on chromosome 11 encoding a 400-residue protein homologous to bacterial threonine aldolase

  liver genomic tissues embryos rt-pcr genomic secondary

• Mutation analysis and characterization of ATR sequence variants in breast cancer cases from high-risk French Canadian breast/ovarian cancer families.

  PMID 17010193 · PMC1599749 · BMC cancer · 2006 · 8 claims · 4 setups

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  No germline deleterious mutations were identified in the ATR coding region among 54 non-BRCA1/2 high-risk French Canadian breast cancer cases.

  genomic ebv-transformed normal direct linkage rt-pcr

• Proteomics as a tool for biomarker discovery.

  PMID 18057524 · PMC3851415 · Disease markers · 2007 · 8 claims · 7 setups

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  A useful clinical biomarker must be easily attainable, have adequate sensitivity, have adequate specificity, and lead to patient benefit through intervention

  serum laser ovarian seldi-tof two-dimensional gene

• Contribution of oncoproteomics to cancer biomarker discovery.

  PMID 17407558 · PMC1852117 · Molecular cancer · 2007 · 6 claims · 8 setups

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  Oncoproteomic biomarker panels (2-DE/MS-based) show higher sensitivity and specificity than currently used single tumor markers across multiple cancer types (Table 1)

  serum bladder nipple colorectal 2-de isotope-coded immunoblotting

• Isolated populations and complex disease gene identification.

  PMID 18771588 · PMC2575505 · Genome biology · 2008 · 8 claims · 5 setups

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  Isolated/founder populations are useful for identifying genes underlying common complex diseases, not just rare monogenic diseases.

  genetically icelandic finnish hutterites linkage genome-wide

• Cancer screening: a mathematical model relating secreted blood biomarker levels to tumor sizes.

  PMID 18715113 · PMC2517618 · PLoS medicine · 2008 · 8 claims · 4 setups

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  A linear one-compartment mathematical model can relate secreted blood tumor biomarker levels to tumor burden/size at steady state

  ovarian serum model culture clinical mathematical

• Novel MEK1 mutation identified by mutational analysis of epidermal growth factor receptor signaling pathway genes in lung adenocarcinoma.

  PMID 18632602 · PMC2586155 · Cancer research · 2008 · 8 claims · 7 setups

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  A novel somatic MEK1 K57N mutation was identified in 2 of 207 primary lung adenocarcinomas

  nsclc 293t il-3-independent mutational site-directed cytokine-independence

• Mechanisms of disease: genetic insights into the etiology of type 2 diabetes and obesity.

  PMID 18212765 · PMC7116808 · Nature clinical practice. Endocrinology & metabolism · 2008 · 8 claims · 8 setups

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  Six high-density genome-wide association studies in over 19,000 individuals identified approximately ten T2D-susceptibility loci, including HHEX, IDE, SLC30A8, FTO, CDKAL1, CDKN2A/CDKN2B, and IGF2BP2.

  t2d icelandic population tcf7l2 genome-wide linkage candidate-gene

• Opportunities and challenges in synthetic oligosaccharide and glycoconjugate research.

  PMID 20161474 · PMC2794050 · Nature chemistry · 2009 · 8 claims · 7 setups

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  A parallel combinatorial one-pot multi-step protecting-group procedure (Lewis acid catalyzed, up to seven steps) can transform tetra-O-TMS glucopyranosides into differentially protected monosaccharide building blocks without intermittent work-up/purification

  library database oligovalent b-cells glycan bioinformatics one-pot

• Identification of genes associated with multiple cancers via integrative analysis.

  PMID 19919702 · PMC2785840 · BMC genomics · 2009 · 8 claims · 8 setups

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  Mc.TGD (Multi-cancer Threshold Gradient Descent) is the first regularized approach to conduct two-dimensional selection of genes with joint effects on cancer development across multiple cancers.

  breast kidney liver lung gene wilcoxon

• Positive selection for the male functionality of a co-retroposed gene in the hominoids.

  PMID 19832993 · PMC2773790 · BMC evolutionary biology · 2009 · 8 claims · 8 setups

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  PIPSL is an extraordinary co-retroposed protein-coding gene that may participate in male-specific functions of humans and close relatives

  african chimpanzee orangutan reconstructed population hka comparative

• 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

• Splicing bioinformatics to biology.

  PMID 16732900 · PMC1779529 · Genome biology · 2006 · 8 claims · 8 setups

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  Mutually exclusive selection of Dscam exon 6 variants is governed by base pairing between a conserved intronic docking site and selector sequences adjacent to each alternative exon.

  dscam alternative heterologous expressing comparative dicodon reporter