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 · 71
IRSN-23 gene diagnosis enhances breast cancer subtype classification and predicts response to neoadjuvant chemotherapy: new validation analyses.
PMID 40128415 · PMC11993443 · Breast cancer (Tokyo, Japan) · 2025 · 8 claims · 8 setups
IRSN-23 Gp-R patients have significantly higher pCR rates than Gp-NR patients without anti-HER2 therapy, across the OUH cohort and multiple independent public datasets
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Has reproduction · 71
Comprehensive analyses of telomerase component DKC1 and its association with clinical, molecular and immune landscapes in uterine corpus endometrial carcinoma.
PMID 40458122 · PMC12127311 · Frontiers in cell and developmental biology · 2025 · 8 claims · 8 setups
DKC1 mRNA and protein expression are significantly upregulated in UCEC tumors compared with non-tumorous endometrial tissue
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Has reproduction · 71
Interpretable artificial intelligence based on immunoregulation-related genes predicts prognosis and immunotherapy response in lung adenocarcinoma.
PMID 41048340 · PMC12491262 · Frontiers in bioinformatics · 2025 · 8 claims · 8 setups
IRG expression pattern clusters LUAD patients into groups with significantly different survival outcomes and immune cell infiltration
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Has reproduction · 100
Intratumoral heterogeneity in microsatellite instability status at single-cell resolution.
PMID 41767255 · PMC12936829 · iScience · 2026 · 8 claims · 7 setups
A novel computational (Snakemake) pipeline quantifies intratumoral heterogeneity in MSI status at single-cell resolution
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Has reproduction · 49
Integration of Transcriptomics With Interpretable Artificial Intelligence for Identifying Molecular Signatures of Physiological Stress in Sleep Deprivation.
PMID 42216239 · PMC13240488 · Journal of cellular and molecular medicine · 2026 · 8 claims · 7 setups
S100A3 shows consistent discriminatory performance across the training cohort, an independent sleep deprivation cohort, and a chronic insomnia cohort
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Has reproduction · 77
Electroacupuncture reshapes the microbial co-occurrence networks related to the behavioral and psychological symptoms of dementia in Alzheimer's disease.
PMID 41676443 · PMC12806058 · iMetaOmics · 2025 · 8 claims · 5 setups
Microbial keystone species and gut microbiota composition are highly variable during pathological development of BPSD in AD
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Has reproduction · 75
stDyer-image improves clustering analysis of spatially resolved transcriptomics and proteomics with morphological images.
PMID 41692960 · PMC12960910 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups
stDyer-image directly associates the image modality with predicted cluster labels rather than using images to enhance/impute gene expression data
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Has reproduction · 78
Identification of succinylation-related genes in bladder cancer: integration of single-cell and transcriptomic data.
PMID 42220482 · PMC13218921 · Frontiers in immunology · 2026 · 8 claims · 8 setups
KCTD16, CD3D, and GSDMB were identified as prognostic succinylation-related genes in BLCA
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Has reproduction · 87
Enhanced Generalizability of RNA Secondary Structure Prediction via Convolutional Block Attention Network and Ensemble Learning.
PMID 40871599 · PMC12388828 · Molecules (Basel, Switzerland) · 2025 · 8 claims · 8 setups
TrioFold integrates base-pairing clues from thermodynamic- and DL-based methods via ensemble learning and a convolutional block attention mechanism to enhance RSS prediction generalizability.
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Has reproduction · 64
Genetic introgression from commercial European pigs to the indigenous Chinese Lijiang breed and associated changes in phenotypes.
PMID 38566006 · PMC10985947 · Genetics, selection, evolution : GSE · 2024 · 7 claims · 7 setups
Significant genetic introgression from commercial European pigs (EP) into the Lijiang pig (LJP) and other domestic Chinese pig breeds was detected.
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Has reproduction · 67
Reverse Engineering of the Pediatric Sepsis Regulatory Network and Identification of Master Regulators.
PMID 34680414 · PMC8533457 · Biomedicines · 2021 · 7 claims · 8 setups
A set of 15 TFs was identified as sepsis-specific master regulators of pediatric sepsis, dividing into two non-overlapping clusters.
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Has reproduction · 95
In vivo structural characterization of the SARS-CoV-2 RNA genome identifies host proteins vulnerable to repurposed drugs.
PMID 33636127 · PMC7871767 · Cell · 2021 · 8 claims · 8 setups
icSHAPE was used to determine the in vivo and in vitro structural landscape of the SARS-CoV-2 RNA genome in infected Huh7.5.1 cells, plus UTR structures of six other coronaviruses
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Has reproduction · 74
Toward a Consensus in the Repertoire of Hemocytes Identified in Drosophila.
PMID 33748138 · PMC7969988 · Frontiers in cell and developmental biology · 2021 · 8 claims · 8 setups
Comparative analysis of three scRNAseq studies identifies eight common, robust hemocyte subgroups associated with distinct functions (proliferation, immune response, phagocytosis, secretion)
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Has reproduction · 86
Development of double-positive thymocytes at single-cell resolution.
PMID 33771202 · PMC8004397 · Genome medicine · 2021 · 7 claims · 8 setups
DP thymocytes can be classified into blast, rearrangement, and selection subtypes, distinguishable by surface markers CD2 and Ly6d
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Has reproduction · 87
De Novo Transcriptome Meta-Assembly of the Mixotrophic Freshwater Microalga Euglena gracilis.
PMID 34072576 · PMC8227486 · Genes · 2021 · 7 claims · 8 setups
A new consensus transcriptome of E. gracilis was assembled by combining reads from five independent RNA-seq studies (23 samples)
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Has reproduction · 84
COXPRESdb v8: an animal gene coexpression database navigating from a global view to detailed investigations.
PMID 36350658 · PMC9825429 · Nucleic acids research · 2023 · 8 claims · 6 setups
COXPRESdb version 8 adds CoexMap (UMAP-based genome-scale coexpression visualization), KEGG pathway enrichment summaries, and CoexPub (literature-linking tool) as new analysis features.
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Has reproduction · 40
Machine learning developed an intratumor heterogeneity signature for predicting clinical outcome and immunotherapy benefit in bladder cancer.
PMID 39100839 · PMC11291408 · Translational andrology and urology · 2024 · 8 claims · 8 setups
An integrative machine learning procedure (10 methods, 101 algorithm combinations) identified an Enet (alpha=0.2)-based intratumor heterogeneity-related signature (IRS) with the highest average C-index (0.69) across TCGA and GEO cohorts
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Has reproduction · 56
DESE: estimating driver tissues by selective expression of genes associated with complex diseases or traits.
PMID 31694669 · PMC6836538 · Genome biology · 2019 · 8 claims · 8 setups
DESE is a unified iterative framework that estimates driver tissues of complex diseases/traits from tissue-selective expression of GWAS-associated genes, and outputs prioritized susceptibility genes as a byproduct
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Has reproduction · 51
Evaluation of the Available Variant Calling Tools for Oxford Nanopore Sequencing in Breast Cancer.
PMID 36140751 · PMC9498802 · Genes · 2022 · 7 claims · 6 setups
Clair3 and Human-SNP-wf (which incorporates Clair3) achieved the highest performance among the six variant callers tested.
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Has reproduction · 90
An improved assembly of the pearl millet reference genome using Oxford Nanopore long reads and optical mapping.
PMID 36891809 · PMC10151396 · G3 (Bethesda, Md.) · 2023 · 8 claims · 8 setups
Combining ONT long reads with Bionano optical maps produced a substantially more complete and contiguous pearl millet Tift 23D2B1-P1-P5 assembly than the prior short-read assembly.