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).

• scMILD: Single-cell multiple instance learning for sample classification and associated subpopulation discovery.

  PMID 41907409 · PMC13019583 · iScience · 2026 · 8 claims · 8 setups

  Full-text index only

  scMILD identifies condition-associated cells using only sample-level labels via a dual-branch MIL architecture with a shared encoder

  simulated lupus covid-19 ulcerative simulated mixture scrna-seq

• Integrated transcriptome and single-cell sequencing analysis identify blood-pancreas shared lncRNA biomarkers in new-onset T2DM.

  PMID 41915667 · PMC13037964 · PloS one · 2026 · 8 claims · 6 setups

  Full-text index only

  1,709 lncRNAs are differentially expressed in peripheral blood of new-onset T2DM patients vs controls

  peripheral pancreatic predicted bulk weighted single-cell

• pmid-41928282

  PMID 41928282 · PMC13169754 · 8 claims · 8 setups

  Full-text index only

  Peripheral CNBP+ monocytes are expanded and show elevated 'inflammatory response' pathway scores in arthritis patients

  peripheral blood synovial arthritis single-cell bulk immunofluorescence

• pmid-41937210

  PMID 41937210 · PMC13067603 · 8 claims · 8 setups

  Full-text index only

  Constructed an integrated multiomic atlas of the human left ventricle combining ~2.3M snRNA-seq nuclei from 299 donors and ~690K snATAC-seq nuclei from 106 donors

  left heart cardiac snrna-seq snatac-seq bulk

• pmid-41939867

  PMID 41939867 · PMC13043422 · 7 claims · 8 setups

  Full-text index only

  CXCL13, IL33, TLR4, and IGF1 are core IPF genes consistently linked to immune infiltration and fibrotic remodeling across bulk, single-cell, spatial, and blood multi-omics data

  lung candidate bulk normalized bulk ppi machine

• Genomic studies of mood disorders -- the brain as a muscle?

  PMID 15833130 · PMC1088952 · Genome biology · 2005 · 7 claims · 5 setups

  Full-text index only

  FGF family members and receptors (notably FGF1, FGF2, FGFR2, FGFR3) are down-regulated in postmortem prefrontal cortex of subjects with major depressive disorder but not in bipolar or control subjects.

  postmortem brain rodent hippocampus affymetrix quantification gene

• 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

• Aligned cross-modal integration and regulatory heterogeneity characterization of single-cell multiomic data with deep contrastive learning.

  PMID 41588477 · PMC12833949 · Genome medicine · 2026 · 8 claims · 4 setups

  Full-text index only

  scMDCF outperforms existing state-of-the-art scMulti-omics integration and clustering models across various types of scMulti-omics datasets, including robustness against batch effects

  single immune dorsolateral cite-seq scrna-atac-seq snmulti-omics

• SNP@Promoter: a database of human SNPs (single nucleotide polymorphisms) within the putative promoter regions.

  PMID 18315851 · PMC2259403 · BMC bioinformatics · 2008 · 8 claims · 4 setups

  Full-text index only

  SNP@Promoter is a database of human SNPs within putative promoter regions and predicted transcription factor binding sites

  genome predicted target computational snp evolutionary

• Prediction of myeloid malignant cells in Fanconi anemia using machine learning.

  PMID 41557613 · PMC12818649 · PloS one · 2026 · 6 claims · 7 setups

  Full-text index only

  A DNN classifier trained on AML scRNA-seq data accurately predicts AML-like transcriptional profiles at single-cell resolution

  bone predicted-aml healthy scrna-seq reference-based stemnet

• Somatic mutations of KIT in familial testicular germ cell tumours.

  PMID 15150569 · PMC2410291 · British journal of cancer · 2004 · 6 claims · 3 setups

  Full-text index only

  No germline KIT mutations were found in constitutional DNA from 240 familial TGCT pedigrees

  blood ffpe familial csge direct contingency

• Identification of novel prognostic markers in cervical intraepithelial neoplasia using LDMAS (LOH Data Management and Analysis Software).

  PMID 15673474 · PMC548130 · BMC bioinformatics · 2005 · 8 claims · 3 setups

  Full-text index only

  LDMAS software integrates LOH molecular data with clinico-pathological data for prognostic marker discovery

  archival records combined loh medical statistical

• The 21st century hepatologist and a systems biology based approach to liver diseases.

  PMID 19026013 · PMC2712824 · Hepatology (Baltimore, Md.) · 2008 · 7 claims · 3 setups

  Full-text index only

  Network models covering the majority of an organism's genes can accurately predict phenotypic effects of gene perturbations in multicellular organisms

  caenorhabditis cohorts computational genome-wide whole-genome

• SNAP predicts effect of mutations on protein function.

  PMID 18757876 · PMC2562009 · Bioinformatics (Oxford, England) · 2008 · 8 claims · 3 setups

  Full-text index only

  SNAP is a publicly available web-server implementation predicting functional effects (neutral/non-neutral) of single amino acid substitutions.

  mutant insulin neural alanine mutation

• A quantitative proteomic approach for identification of potential biomarkers in hepatocellular carcinoma.

  PMID 18715028 · PMC3769105 · Journal of proteome research · 2008 · 8 claims · 3 setups

  Full-text index only

  iTRAQ-based quantitative LC-MS/MS proteomics can identify and quantitate differentially expressed proteins between HCC tumor and adjacent noncancerous liver tissue

  hcv-associated hcc formalin-fixed itraq western immunohistochemical

• Peeling off the layers: skin taping and a novel proteomics approach to study atopic dermatitis.

  PMID 19748658 · PMC8648281 · The Journal of allergy and clinical immunology · 2009 · 8 claims · 3 setups

  Full-text index only

  Noninvasive D-Squame tape stripping coupled with MS proteomics can profile the AD skin proteome

  skin extracted lesion skin lc-ms statistical

• Bioinformatics methods for learning radiation-induced lung inflammation from heterogeneous retrospective and prospective data.

  PMID 19704920 · PMC2688763 · Journal of biomedicine & biotechnology · 2009 · 8 claims · 3 setups

  Full-text index only

  Kernel-based methods (e.g., SVM) can capture nonlinear dose-volume interactions relevant to predicting radiation pneumonitis

  nsclc inoperable blood retrospective prospective 3-way

• Correlations between gut microbiota and serum metabolomics in patients with neurogenic rosacea.

  PMID 40676500 · PMC12272963 · BMC microbiology · 2025 · 6 claims · 3 setups

  Full-text index only

  Patients with neurogenic rosacea exhibit significant gut microbiota dysbiosis compared to healthy controls

  serum fecal paired lc-ms 16s spearman

• A repeat expansion in GOLGA8A is a major risk factor for atypical frontotemporal lobar degeneration with ubiquitin-positive inclusions.

  PMID 41820575 · PMC13083237 · Nature genetics · 2026 · 5 claims · 3 setups

  Full-text index only

  A genome-wide association study identifies a major risk locus for aFTLD-U on chromosome 15q14, with lead SNP rs549846383 (P=5.85×10^-21, OR=26.7)

  pathologically additional individuals genome-wide case-control long-read

• Robust characterization and interpretation of rare pathogenic cell populations from spatial omics using GARDEN.

  PMID 41547856 · PMC12917120 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  GARDEN identifies and characterizes rare pathogenic cell populations/regions in spatial omics by embedding graph-based dynamic attention into a spatially-aware graph fusion contrastive model

  breast anterior brain olfactory 10x starmap slide-seqv2