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).

• Revealing the critical state and identifying individualized dynamic network biomarker for type 2 diabetes through advanced analysis methods on individual basis.

  PMID 39890881 · PMC11785715 · Scientific reports · 2025 · 8 claims · 5 setups

  Has reproduction · 75

  sJSD, NIG, and TNFE methods can detect critical states/tipping points before disease deterioration using only a single sample

  simulated adipose gastrocnemius dnb numerical microarray protein-protein

• sCellST predicts single-cell gene expression from H& E images.

  PMID 41513659 · PMC12858858 · Nature communications · 2026 · 7 claims · 6 setups

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  sCellST is a weakly supervised (Multiple Instance Learning) deep learning framework that predicts single-cell gene expression from H&E images alone, trained using paired spatial transcriptomics (Visium) and H&E slides

  ovarian kidney prostate breast simulation spot-level nucleus

• Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection.

  PMID 31533612 · PMC6751684 · BMC bioinformatics · 2019 · 8 claims · 6 setups

  Has reproduction · 69

  An ensemble feature selection strategy using consensus of feature relevance across 8 classifier types identifies a 100-miRNA signature from a 1046-feature TCGA dataset

  tcga geo mirnas mirna feature bibliographic

• Analytical code sharing practices in biomedical research.

  PMID 38983240 · PMC11232620 · PeerJ. Computer science · 2024 · 8 claims · 4 setups

  Has reproduction · 92

  Nearly half (49.9%) of 453 examined biomedical manuscripts failed to share the analytical code used to generate their results

  biomedical manuscripts journals subset bibliometric chi-square odds

• Mutational analyses of multiple target genes in histologically heterogeneous gastric cancer with microsatellite instability.

  PMID 10081489 · PMC5921733 · Japanese journal of cancer research : Gann · 1998 · 7 claims · 5 setups

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  MSI frequency in gastric cancers with histological heterogeneity was 35% (7/20 cases) and 28% (11/40 tumor DNAs), consistent with prior gastric cancer MSI studies.

  formalin-fixed msi-positive surgically microsatellite pcr-sscp histopathological

• GLIDA: GPCR--ligand database for chemical genomics drug discovery--database and tools update.

  PMID 17986454 · PMC2238933 · Nucleic acids research · 2008 · 7 claims · 5 setups

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  GLIDA is a public relational database integrating biological information on GPCRs with chemical information on their ligands and their binding interactions.

  ligand gpcr glida principal sequence gene

• ICE: robust detection of cellular senescence from weak single-cell signatures using imputation-based marker refinement.

  PMID 41668152 · PMC12990438 · Genome biology · 2026 · 8 claims · 7 setups

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  Senescence-associated marker genes show weak, non-specific expression across human tissues and cell types compared to canonical tissue/cell-type markers

  tissues pancreas pancreatic brain bulk scrna-seq train

• HArmonized single-cell RNA-seq Cell type Assisted Deconvolution (HASCAD).

  PMID 37907883 · PMC10619225 · BMC medical genomics · 2023 · 6 claims · 4 setups

  Has reproduction · 67

  Removal of batch effects in reference scRNA-seq datasets (via Harmony-Symphony) benefits the task of cell composition deconvolution

  pbmc derived tcga-lihc scrna-seq simulated bulk

• Viral and host determinants of RNA virus vector replication and expression.

  PMID 15734041 · PMC7115378 · Vaccine · 2005 · 7 claims · 4 setups

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  BMV RNA replication occurs in a virus-induced, membrane-bounded compartment rather than in the open cytoplasm.

  bmv saccharomyces wild-type immunogold genome-wide northern

• In silico analysis of missense substitutions using sequence-alignment based methods.

  PMID 18951440 · PMC3431198 · Human mutation · 2008 · 8 claims · 7 setups

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  Carefully validated PMSA-based computational algorithms can achieve predictive values of ~75-95% for classifying missense substitutions as pathogenic or neutral.

  clinically sequence curated deep blosum62 sift align-gvgd

• OTMODE: an optimal transport theory-based framework for identifying differential features in single-cell multi-omics data.

  PMID 41335419 · PMC12766913 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  OTMODE, using an unbalanced Sinkhorn algorithm and Wald test, improves differential feature identification in single-cell multi-omics data

  simulated classical degs naive simulated bulk real

• CellPredX, a computational framework for cross-data type, cross-sample, and cross-protocol cell type annotation through domain adaptation and deep metric learning.

  PMID 41481570 · PMC12758788 · PLoS computational biology · 2026 · 8 claims · 7 setups

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  CellPredX is a unified semi-supervised framework integrating domain adaptation and deep metric learning to align heterogeneous embeddings for cross-modality cell type annotation.

  pbmc fetal pancreas gse149683 matched unmatched cross-protocol

• From linear genome sequence to three-dimensional organization of the cell nucleus.

  PMID 12620101 · PMC153456 · Genome biology · 2003 · 8 claims · 8 setups

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  Chromosome conformation capture (3C) can quantify in vivo physical interaction frequencies between genomic loci by crosslinking, digestion, and intramolecular ligation followed by PCR

  saccharomyces mitotic nucleoplasm hela chromosome translocation stretched

• Finding the needle in the haystack: why high-throughput screening is good for your health.

  PMID 12100740 · PMC138735 · Breast cancer research : BCR · 2002 · 8 claims · 8 setups

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  HTS is essential for finding lead compounds, especially for novel targets whose active-site structure is unknown

  raf-1 mitotic mutant tumor biochemical cell-based conformational

• Somatic and germline mutation in GRIM-19, a dual function gene involved in mitochondrial metabolism and cell death, is linked to mitochondrion-rich (Hurthle cell) tumours of the thyroid.

  PMID 15841082 · PMC2361763 · British journal of cancer · 2005 · 8 claims · 5 setups

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  Somatic missense GRIM-19 mutations occur in a subset of sporadic Hürthle cell carcinomas but not in non-Hürthle cell thyroid carcinomas or blood donors

  sporadic hürthle pcr loss semi-quantitative

• Intrinsic genetic characteristics determine tumor-modifying capacity of fibroblasts: matrix metalloproteinase-3 5A/5A genotype enhances breast cancer cell invasion.

  PMID 17922906 · PMC2242664 · Breast cancer research : BCR · 2007 · 8 claims · 8 setups

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  Tumor-derived fibroblasts promote higher levels of breast cancer cell invasion than normal fibroblasts

  breast conditioned mda-mb-468 genomic invasion immunofluorescence pcr-rflp

• Searching for genes underlying behavior: lessons from circadian rhythms.

  PMID 18988844 · PMC3744585 · Science (New York, N.Y.) · 2008 · 8 claims · 5 setups

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  Forward genetic mutagenesis screens successfully identified the molecular components of the circadian clock across Drosophila, Neurospora, cyanobacteria, Arabidopsis, and mouse.

  c57bl genomic automated contextual psychostimulant-induced

• A pre-S gene chip to detect pre-S deletions in hepatitis B virus large surface antigen as a predictive marker for hepatoma risk in chronic hepatitis B virus carriers.

  PMID 19751529 · PMC2755474 · Journal of biomedical science · 2009 · 8 claims · 5 setups

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  Pre-S1 and pre-S2 deletion mutants of the HBV LHBS gene are highly associated with HBV-related HCC

  serum plasmids coli pcr oligonucleotide chip

• Single-nucleus RNA sequencing identifies a novel tenogenic heterologous differentiation in endometrial carcinosarcomas: implications for diagnosis and tumor classification.

  PMID 41537454 · PMC12805614 · The Journal of pathology · 2026 · 6 claims · 7 setups

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  snRNA-seq identifies a novel tenogenic heterologous differentiation program (SCX, MKX, TNMD) in an endometrial carcinosarcoma

  ffpe sections tumor cs4 single-nucleus immunohistochemistry fluorescence

• FineST: contrastive learning integrates histology and spatial transcriptomics for nuclei-resolved ligand-receptor analysis.

  PMID 41839892 · PMC13201544 · Nature communications · 2026 · 8 claims · 6 setups

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  FineST, a bimodal contrastive learning model integrating histology (Virchow2 ViT features) and spatial gene expression, enables nuclei-resolved high-resolution RNA imputation.

  colorectal crc breast he-stained spatial type ccc