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).

• Multi-omics profiling reveals microenvironmental remodeling as a key driver of house dust mite-induced lung cancer progression.

  PMID 41610471 · PMC12874334 · Neoplasia (New York, N.Y.) · 2026 · 8 claims · 7 setups

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  Chronic HDM exposure accelerates lung tumor growth through non-mutagenic, immune-mediated mechanisms

  orthotopic lung beas-2b tumor bioluminescence h&e viability

• Robust and efficient annotation of cell states through gene signature scoring.

  PMID 41708334 · PMC12951948 · Genome research · 2026 · 8 claims · 8 setups

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  Established scoring methods (Seurat, SCANPY, UCell, JASMINE) fail to provide robust and comparable score distributions across diverse signatures and experimental conditions, precluding accurate unsupervised cell-state annotation.

  pbmc colorectal esophageal crc scrna-seq cross-implementation signature

• SexTumorDB: a comprehensive resource of sex-dependent tumor landscape at single-cell resolution.

  PMID 41741497 · PMC13046873 · Scientific data · 2026 · 7 claims · 8 setups

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  SexTumorDB is an integrated resource of RNA-seq profiles of non-reproductive tumors at single-cell resolution, curated, processed, and standardized from published datasets

  acute bladder clear colorectal scrna-seq snrna-seq

• CDK4/6 inhibition mitigates chemotherapy-induced expansion of TP53-mutant clonal hematopoiesis.

  PMID 41814002 · PMC12987733 · Nature genetics · 2026 · 7 claims · 6 setups

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  Trilaciclib reduces chemotherapy-induced expansion of DDR-gene (TP53, PPM1D, CHEK2) clonal hematopoiesis across four randomized clinical trials and diverse chemotherapy regimens

  peripheral c57bl bone deep competitive flow

• 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

• IsomiR_Window: a system for analyzing small-RNA-seq data in an integrative and user-friendly manner.

  PMID 33522913 · PMC7852101 · BMC bioinformatics · 2021 · 7 claims · 3 setups

  Has reproduction · 78

  IsomiR Window is a novel integrated pipeline plus browser GUI that combines over ten third-party tools with a new algorithm capable of detecting all types of isomiRs (5' end, 3' end, tailings, SNP/editing, and fuzzy combinations)

  simulated basal isomir small-rna-seq mirna

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

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

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  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

• scSurv: a deep generative model for single-cell survival analysis.

  PMID 41429574 · PMC12797213 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  scSurv combines a Cox proportional hazards model with a deep generative model (VAE) of single-cell transcriptomes to estimate individual cellular contributions to clinical outcomes

  simulated tcga melanoma renal scrna-seq bulk single-cell

• Overview of microarray analysis of gene expression and its applications to cervical cancer investigation.

  PMID 18182341 · PMC7129792 · Taiwanese journal of obstetrics & gynecology · 2007 · 6 claims · 5 setups

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  Oligonucleotide microarray and cDNA microarray are the two main microarray platforms used to study gene expression genome-wide.

  cervical cdna microarray combinatorial

• Highlights of international conference of immunogenomics and immunomics, October 8-12, 2006 Budapest, Hungary.

  PMID 17470366 · PMC7130317 · Cellular immunology · 2006 · 8 claims · 8 setups

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  An 'immunological constant of rejection' involving interferon-stimulated genes (ISGs) and innate immune effector functions (IEF) underlies diverse immune-mediated tissue destruction processes (allograft rejection, cancer rejection, autoimmunity, infection)

  hla-b44 plasma macrophages complement proteomics shotgun cap

• Glycomic analysis: an array of technologies.

  PMID 19728746 · PMC3443568 · ACS chemical biology · 2009 · 8 claims · 8 setups

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  Glycosylation is the most prevalent protein post-translational modification, occurring on at least 50% of all proteins

  sera t-cells serum glycoproteins lectin hydrazide bioorthogonal

• A cross-species approach to identify transcriptional regulators exemplified for Dnajc22 and Hnf4a.

  PMID 28642491 · PMC5481429 · Scientific reports · 2017 · 8 claims · 8 setups

  Has reproduction · 76

  Hnf4a is a major transcriptional regulator of Dnajc22

  atlas roadmap liver-specific kidney co-expression transcription reanalysis

• A novel oxidative stress-related gene signature as an indicator of prognosis and immunotherapy responses in HNSCC.

  PMID 38157249 · PMC10781479 · Aging · 2023 · 7 claims · 8 setups

  Has reproduction · 85

  Consensus clustering of 74 oxidative stress-related genes identifies three distinct HNSCC molecular subgroups (Cluster1-3) with significantly different overall survival and tumor stage distribution

  tcga-hnscc gse41613 gse103322 prjeb23709 bulk single-cell immunohistochemistry

• A global database for modeling tumor-immune cell communication.

  PMID 37438390 · PMC10338499 · Scientific data · 2023 · 7 claims · 6 setups

  Has reproduction · 66

  TICCom integrates 739 experimentally-validated or manually-curated TIC interactions collected from more than 3,000 literatures

  pubmed scrna-seq tcga basal manual scrna-seq bulk

• Interpretable and integrative analysis of single-cell multiomics with scMKL.

  PMID 40770488 · PMC12328712 · Communications biology · 2025 · 7 claims · 7 setups

  Has reproduction · 65

  scMKL outperforms SVM, EasyMKL, MLP, and XGBoost in classification accuracy (AUROC) across multiple single-cell cancer datasets

  mcf-7 t-47d small prostate 10x scrna-seq sciatac-seq

• Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.

  PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 8 setups

  Has reproduction

  Metabolic status is closely tied to tumor differentiation state, with distinct metabolic reprogramming occurring during thyroid cancer dedifferentiation

  thyroid fuscc gse193581 aggregated untargeted whole-exome transcriptomics

• Systematic Analysis of Long Non-Coding RNA Genes in Nonalcoholic Fatty Liver Disease.

  PMID 35893239 · PMC9332188 · Non-coding RNA · 2022 · 6 claims · 5 setups

  Has reproduction · 85

  Many lncRNAs, like protein-coding genes, are differentially expressed in NAFLD patients compared to healthy normal-weight and obese individuals.

  liver huh-7 bulk sirna lipid

• Are gene expression microarray analyses reliable? A review of studies of retinoic acid responsive genes.

  PMID 15626329 · PMC5171945 · Genomics, proteomics & bioinformatics · 2003 · 6 claims · 8 setups

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  Published microarray studies aiming to identify RA-responsive genes show substantial, often contradictory, differences in results across research groups.

  nb4 tf1 tracheobronchial moser affymetrix cdna microarray

• Quasimonomorphic mononucleotide repeats for high-level microsatellite instability analysis.

  PMID 15528790 · PMC3888729 · Disease markers · 2004 · 8 claims · 8 setups

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  Mononucleotide repeats are more sensitive, specific, and easier to use than dinucleotide repeats for detecting MSI-H tumors

  msi-h colon hmsh6-mutated tumors pentaplex pcr dinucleotide

• The use of laser capture microscopy in proteomics research--a review.

  PMID 15502248 · PMC3839334 · Disease markers · 2004 · 8 claims · 8 setups

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  LCM allows purification of specific, histologically defined cell populations from heterogeneous tissue for downstream proteomic analysis

  breast prostate esophageal head maldi-tof automated two-dimensional