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).
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Has reproduction · 100
The liver as an immunological barrier redefined by single-cell analysis.
PMID 32176810 · PMC7218664 · Immunology · 2020 · 8 claims · 8 setups
Single-cell RNA-seq enables unbiased characterization of liver cell states, developmental trajectories and rare immune populations that bulk averaging obscures, redefining liver cell-type mapping.
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Has reproduction · 75
Why an integrated view of gene expression studies on hematopoiesis in mouse aging is better than the sum of their parts.
PMID 38627103 · PMC11586588 · FEBS letters · 2024 · 7 claims · 4 setups
Combining differentially expressed (DE) gene lists from multiple publications into a unified 'aging list' (AL) with citation counts, and deriving a shorter high-confidence 'aging signature' (AS, genes cited in >3 publications, ~200 genes), produces a more reliable and consistent picture of hematopoietic aging than any single study.
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Full-text index only
Variations in the transcriptome of Alzheimer's disease reveal molecular networks involved in cardiovascular diseases.
PMID 18842138 · PMC2760875 · Genome biology · 2008 · 8 claims · 6 setups
AD-related genes (APOE, A2M, PON2, MAP4) and CVD-associated genes (COMT, CBS, WNK1) congregate in a single co-expression module, linking AD and CVD at the transcriptional level
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Has reproduction · 50
Inflammatory Bone Marrow Mesenchymal Stem Cells in Multiple Myeloma: Transcriptional Signature and In Vitro Modeling.
PMID 37958322 · PMC10650304 · Cancers · 2023 · 8 claims · 8 setups
Reanalysis of scRNA-Seq identified 279 iMSC signature genes upregulated in BM MSCs of MM patients vs healthy donors, covering 82% of the top 50 previously defined iMSC genes
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Has reproduction · 91
GRAMD1B is a regulator of lipid homeostasis, autophagic flux and phosphorylated tau.
PMID 40204713 · PMC11982250 · Nature communications · 2025 · 8 claims · 7 setups
GRAMD1B is increased in excitatory neurons of human neural organoids (HNOs) carrying the MAPT R406W mutation
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Has reproduction · 83
Functional module detection through integration of single-cell RNA sequencing data with protein-protein interaction networks.
PMID 33138772 · PMC7607865 · BMC genomics · 2020 · 8 claims · 6 setups
scPPIN integrates scRNA-seq-derived p-values with PPINs to detect maximum-weight connected subgraphs (active/functional modules) via an exact Steiner-tree approach
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Has reproduction · 75
Single-cell multiomics analysis of chronic myeloid leukemia links cellular heterogeneity to therapy response.
PMID 39503729 · PMC11540304 · eLife · 2024 · 8 claims · 5 setups
CITE-seq multiomics reveals that each CML patient harbors a unique composition of stem and progenitor cells at diagnosis
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Has reproduction · 79
Alginate oligosaccharides improve germ cell development and testicular microenvironment to rescue busulfan disrupted spermatogenesis.
PMID 32194870 · PMC7053202 · Theranostics · 2020 · 8 claims · 8 setups
AOS rescues busulfan-disrupted spermatogenesis in vivo by increasing the proportion of germ cells (spermatocytes and spermatids)
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Has reproduction · 95
Single-cell transcriptomics and chromatin accessibility profiling elucidate the kidney-protective mechanism of mineralocorticoid receptor antagonists.
PMID 37906287 · PMC10760974 · The Journal of clinical investigation · 2024 · 8 claims · 7 setups
Mineralocorticoid (DOCA) effects are established through open chromatin and target gene expression primarily in principal and connecting tubule cells, and to a lesser extent in distal convoluted tubule (DCT2) cells.
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Has reproduction · 78
Evaluating Distribution and Prognostic Value of New Tumor-Infiltrating Lymphocytes in HCC Based on a scRNA-Seq Study With CIBERSORTx.
PMID 33043022 · PMC7527443 · Frontiers in medicine · 2020 · 5 claims · 6 setups
CIBERSORTx can combine scRNA-seq-derived signatures with bulk HCC transcriptomes to estimate proportions of 11 TIL subsets and infer cell-type-specific gene expression.
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Has reproduction · 50
Estimating and Correcting for Off-Target Cellular Contamination in Brain Cell Type Specific RNA-Seq Data.
PMID 33746712 · PMC7966716 · Frontiers in molecular neuroscience · 2021 · 6 claims · 7 setups
A computational method using high-quality scRNA-seq reference data can estimate per-sample, per-cell-type off-target contamination coefficients in sctRNA-seq datasets.
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Has reproduction · 77
Metabolic reprogramming and prognostic insights in molecular landscapes driven by glycolysis in ovarian cancer.
PMID 40707588 · PMC12290113 · Scientific reports · 2025 · 7 claims · 8 setups
457 differentially expressed GRGs were identified between OC and normal ovarian tissue, of which 30 were significantly associated with prognosis
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Has reproduction · 49
Integrative transcriptomics and single-cell transcriptomics analyses reveal potential biomarkers and mechanisms of action in papillary thyroid carcinoma.
PMID 40520228 · PMC12162626 · Frontiers in genetics · 2025 · 8 claims · 8 setups
ENTPD1, SERPINA1, and TACSTD2 are potential transcriptomic biomarkers for PTC
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Has reproduction · 100
Intratumoral heterogeneity in microsatellite instability status at single-cell resolution.
PMID 41767255 · PMC12936829 · iScience · 2026 · 8 claims · 8 setups
MSI status can be heterogeneous at the single-cell level within a tumor, challenging its use as a binary biomarker
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Has reproduction · 71
Targeted and personalized immunotherapy in lung adenocarcinoma: single-cell RNA sequencing of MAFF+ tumor cells and the therapeutic potential of FOS.
PMID 40936936 · PMC12420628 · Frontiers in immunology · 2025 · 7 claims · 8 setups
A highly stem-like C0 MAFF+ tumor cell subtype dominates invasive LUAD, producing chemokines and activating lipid metabolism
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Has reproduction · 68
Genome-wide DNA hypermethylation opposes healing in patients with chronic wounds by impairing epithelial-mesenchymal transition.
PMID 35819852 · PMC9433101 · The Journal of clinical investigation · 2022 · 8 claims · 8 setups
Chronic wound-edge tissue exhibits genome-wide DNA hypermethylation, with hypermethylation more prominent than hypomethylation across differentially methylated regions.
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Has reproduction · 54
Single-Cell Transcriptome Analysis Revealed Heterogeneity and Identified Novel Therapeutic Targets for Breast Cancer Subtypes.
PMID 37190091 · PMC10137100 · Cells · 2023 · 8 claims · 8 setups
Single-cell transcriptomic analysis of EPCAM+Lin- epithelial cells identified unique gene signatures/markers that distinguish ER+, HER2+, ER+HER2+, and TNBC molecular subtypes
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Has reproduction · 67
Reducing language barriers, promoting information absorption, and communication using fanyi.
PMID 39039634 · PMC11332769 · Chinese medical journal · 2024 · 7 claims · 3 setups
The fanyi R package retrieves gene information from NCBI and translates it into multiple languages using AI-driven online translation services
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Has reproduction · 73
Exploring the prognostic and diagnostic value of lactylation-related genes in sepsis.
PMID 39367086 · PMC11452377 · Scientific reports · 2024 · 8 claims · 7 setups
Intersecting sepsis-associated differentially expressed genes with a curated list of 332 lactylation genes yields 55 sepsis-related lactylation genes.
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Has reproduction · 92
Large-scale integration of single-cell transcriptomic data captures transitional progenitor states in mouse skeletal muscle regeneration.
PMID 34773081 · PMC8589952 · Communications biology · 2021 · 8 claims · 7 setups
Large-scale integration of 111 sc/snRNAseq datasets captures rare, transitional myogenic progenitor states (commitment and fusion) that are poorly represented in individual datasets.