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).

• A mouse plasma peptide atlas as a resource for disease proteomics.

  PMID 18522751 · PMC2481425 · Genome biology · 2008 · 8 claims · 6 setups

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  A publicly available, high-quality mouse plasma peptide/protein repository (mouse PeptideAtlas) was built from 568 LC-MS/MS runs on four reference plasma pools.

  plasma peptides fully tissues lc-ms anion database

• Proteomics as a method for early detection of cancer: a review of proteomics, exhaled breath condensate, and lung cancer screening.

  PMID 18095050 · PMC2150625 · Journal of general internal medicine · 2008 · 8 claims · 7 setups

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  Protein expression is closely aligned with cellular activity, unlike genomic changes which may have no functional significance

  serum resected plasma lower microarray two-dimensional proteomic

• Proteomic approaches to cancer biomarkers.

  PMID 19931265 · PMC2873613 · Gastroenterology · 2010 · 8 claims · 8 setups

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  Combining abundant-protein depletion, offline fractionation, and subproteome (e.g., glycoproteome) enrichment with 2D LC-MS/MS increases the dynamic range and depth of blood proteome analysis for biomarker discovery.

  plasma serum capan-2 apcδ580 lectin silac elisa

• Oncogene mutations, copy number gains and mutant allele specific imbalance (MASI) frequently occur together in tumor cells.

  PMID 19826477 · PMC2757721 · PloS one · 2009 · 8 claims · 8 setups

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  Homozygous mutations of oncogenes are frequent (20%) across 833 cancer cell lines of 12 tumor types in the Sanger database

  tumors cancer tumor lung direct database quantitative

• Divide and conquer: progress in the molecular stratification of cancer.

  PMID 19718393 · PMC2730607 · Yonsei medical journal · 2009 · 8 claims · 8 setups

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  Cancers exhibit significant clinical, histopathologic, and molecular heterogeneity between individual patients

  breast nsclc colon early-stage immunohistochemistry gene comparative

• PPDPF is not a key regulator of human pancreas development.

  PMID 40193385 · PMC12037078 · PLoS genetics · 2025 · 8 claims · 8 setups

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  PPDPF is not a key regulator of human pancreas development, in contrast to its zebrafish orthologue exdpf

  fetuses fetal hesc population situ proteome qpcr

• Deep-Learning Tool ScVital Enables Species-Agnostic Integration of Cancer Cell States.

  PMID 41223329 · PMC13053053 · Cancer research · 2026 · 7 claims · 7 setups

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  scVital is a variational autoencoder with an adversarially trained discriminator that embeds scRNA-seq data from different species into a species-agnostic latent space to overcome batch effect.

  pbmc normal pancreatic lung scrna-seq

• 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

• SiCmiR Atlas: Single-Cell miRNA Landscape Reveals Hub-miRNA and Network Signatures in Human Cancers.

  PMID 41691474 · PMC13042402 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  SiCmiR, a two-layer neural network, predicts mature miRNA expression profiles from only 977 LINCS L1000 landmark genes

  tcga k562 pancreatic acth-secreting paired bulk scrna-seq-based

• Metabolic Adaptation of CD8⁺ T Cells Limits the Efficacy of Fatty Acid Oxidation Inhibition in Type 1 Diabetes.

  PMID 41800251 · PMC12965062 · International journal of biological sciences · 2026 · 8 claims · 8 setups

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  TMZ enhances mitochondrial membrane potential and suppresses fatty acid oxidation (FAO) in human T cells

  peripheral endoc-βh5 nod pancreatic mitochondrial extracellular glucose-stimulated

• Interpretable learning of temporal cellular dynamics from single-cell data.

  PMID 41875867 · PMC13030976 · Cell reports methods · 2026 · 7 claims · 7 setups

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  NeuroVelo couples a linear latent phase-space projection with a non-linear neural ODE, using RNA velocity as a physics-informed loss penalty, to jointly model cellular dynamics and enable gene-level interpretability

  gastrulation bone pancreatic cancer scrna-seq chip-seq computational

• Deconvolving cell-type-specific gene expression profiles from bulk RNA-seq samples.

  PMID 41886524 · PMC13038110 · PLoS computational biology · 2026 · 8 claims · 6 setups

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  BLUE, a U-Net-based deep learning model with dual branches (U-Net for GEPs, MLP for proportions), accurately predicts cell-type proportions and cell-type-specific gene expression profiles from bulk RNA-seq.

  pbmc pancreatic aml scrna-seq-derived real scrna-seq

• Detecting tipping points of complex diseases by network information entropy.

  PMID 38960408 · PMC11221888 · Briefings in bioinformatics · 2024 · 8 claims · 4 setups

  Has reproduction · 78

  NIEE can detect critical states or tipping points in diverse data types, including bulk and single-sample expression data

  real stringdb individual genes network background sample-specific

• De novo identification of CD4(+) T cell epitopes.

  PMID 38658646 · PMC11093748 · Nature methods · 2024 · 7 claims · 8 setups

  Has reproduction · 83

  SABR-IIs (chimeric receptors linking a covalently attached peptide-MHC-II to CD28-CD3ζ signaling domains) present epitopes to CD4+ T cells and induce a readable NFAT-GFP/CD69 signal upon cognate TCR recognition

  nfat-gfp hla-dq8 5kc daudi nfat-gfp co-incubation species

• 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

• Cystic fibrosis in Korean children:a case report identified by a quantitative pilocarpine iontophoresis sweat test and genetic analysis.

  PMID 15716623 · PMC2808565 · Journal of Korean medical science · 2005 · 8 claims · 8 setups

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  CF should be suspected in Korean/Asian children with chronic respiratory symptoms despite its rarity in Asian populations

  korean family bronchial quantitative sweat cftr

• KEGG spider: interpretation of genomics data in the context of the global gene metabolic network.

  PMID 19094223 · PMC2646283 · Genome biology · 2008 · 8 claims · 8 setups

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  KEGG spider, using a global 'pathway-free' metabolic network framework, provides deeper insight into metabolism variations than existing enrichment-based methods.

  diffuse-type liver renal anaplastic differential proteomic proteomics

• MODBASE, a database of annotated comparative protein structure models and associated resources.

  PMID 18948282 · PMC2686492 · Nucleic acids research · 2009 · 8 claims · 8 setups

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  MODBASE contains 5,152,695 reliable comparative protein structure models for 1,593,209 unique protein sequences.

  sequences chains template chain comparative pairwise ligand

• Function2Gene: a gene selection tool to increase the power of genetic association studies by utilizing public databases and expert knowledge.

  PMID 18631403 · PMC2500032 · BMC bioinformatics · 2008 · 6 claims · 5 setups

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  Function2Gene is a set of Perl programs that queries public databases (NCBI, GeneCards, Harvester, with Uniprot/Ensembl also supported) using expert-selected keywords to rank genes by prior probability of disease association.

  gene nuclear sle tdt keyword-based snp transmission

• Proteomics identifies multipotent and low oncogenic risk stem cells of the spleen.

  PMID 20005973 · PMC2891339 · The international journal of biochemistry & cell biology · 2010 · 8 claims · 5 setups

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  CD45- splenic stem cell-specific proteins are identical to core iPS/ES markers OCT3/4, SOX2, KLF4, c-MYC and NANOG.

  spleen cd45 hox11+ lc-ms rt-pcr immunofluorescence