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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Midostaurin response in AML is shaped by a progenitor-like cell state selectively targeted by SMAC mimetics.
PMID 41813823 · PMC12996285 · NPJ precision oncology · 2026 · 8 claims · 8 setups
A progenitor-like CD38+CD45RA+ leukemic cell population is associated with midostaurin resistance
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Has reproduction · 53
Molecular Biomarker of Drug Resistance Developed From Patient-Derived Organoids Predicts Survival of Colorectal Cancer Patients.
PMID 35425715 · PMC9004628 · Frontiers in oncology · 2022 · 8 claims · 7 setups
Patient-derived colorectal cancer organoids (CRCOs) can be established from surgical CRC tissue with an 82% success rate (41/50)
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The Molecular and Functional Landscape of Resistance to FOLFIRI Chemotherapy in Metastatic Colorectal Cancer.
PMID 40981426 · PMC12877753 · Cancer discovery · 2026 · 8 claims · 7 setups
FOLFIRI-resistant PDX tumors show transcriptional upregulation of innate immunity and mitochondrial metabolism genes and reduced expression of DNA polymerase POLD1
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Has reproduction · 51
A platelet-related signature for predicting the prognosis and immunotherapy benefit in bladder cancer based on machine learning combinations.
PMID 39280688 · PMC11399026 · Translational andrology and urology · 2024 · 8 claims · 8 setups
An Enet (alpha=0.4) machine-learning algorithm built from 10 platelet-related genes yields the optimal platelet-related signature (PRS) for bladder cancer prognosis, with average C-index 0.73
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Has reproduction · 61
Omics Playground: a comprehensive self-service platform for visualization, analytics and exploration of Big Omics Data.
PMID 33575569 · PMC7671354 · NAR genomics and bioinformatics · 2020 · 8 claims · 5 setups
Omics Playground is a user-friendly, interactive self-service platform for in-depth analysis, visualization, and interpretation of transcriptomics and proteomics data, including single-cell RNA-seq.
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Has reproduction · 71
Comprehensive analysis of a novel RNA modifications-related model in the prognostic characterization, immune landscape and drug therapy of bladder cancer.
PMID 37124622 · PMC10131083 · Frontiers in genetics · 2023 · 8 claims · 8 setups
Two distinct RNA modification patterns exist among BCa samples with radically varying clinical outcomes and biological characteristics
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Tight junction-high and CDH17-positive cell population is the source of colorectal cancer liver metastases.
PMID 41484106 · PMC12881549 · Nature communications · 2026 · 8 claims · 8 setups
Loss/inhibition of IKKα unexpectedly promotes, rather than suppresses, CRC liver metastasis in patient-derived organoid (PDO) xenograft models.
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Mitochondrial DNA methylation predicts immunotherapy response and prognosis in lung adenocarcinoma: evidence from scRNA-Seq and machine learning.
PMID 41663976 · PMC12997902 · BMC cancer · 2026 · 8 claims · 8 setups
Differentially expressed MTDM-related genes (DEMTDMRGs) are significantly enriched in cell cycle regulation, ferroptosis, and ABC transporter pathways
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Has reproduction · 51
Construction and Validation of an Immune Infiltration-Related Gene Signature for the Prediction of Prognosis and Therapeutic Response in Breast Cancer.
PMID 33986754 · PMC8110914 · Frontiers in immunology · 2021 · 7 claims · 8 setups
A higher immune infiltration-related risk score (IRS) indicates worse prognosis and lower sensitivity to immunotherapy in breast cancer patients
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Has reproduction · 19
Bioinformatics Strategies to Identify Shared Molecular Biomarkers That Link Ischemic Stroke and Moyamoya Disease with Glioblastoma.
PMID 36015199 · PMC9413912 · Pharmaceutics · 2022 · 8 claims · 7 setups
Glioblastoma, ischemic stroke, and moyamoya disease share molecular biomarkers and pathways indicating a pathological interconnection
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Has reproduction · 71
Assessment tool based on fatty acid metabolic signatures for predicting the prognosis and treatment response in bladder cancer.
PMID 38076064 · PMC10703629 · Heliyon · 2023 · 8 claims · 8 setups
Consensus clustering of prognosis-related fatty acid metabolism genes (FAMGs) identifies three molecular subtypes of BLCA (FAMC1, FAMC2, FAMC3) with distinct prognoses and tumor microenvironments
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Has reproduction · 59
Identifying Molecular Subtypes and 6-Gene Prognostic Signature Based on Hypoxia for Optimizing Targeted Therapies in Non-Small Cell Lung Cancer.
PMID 35509605 · PMC9058021 · International journal of general medicine · 2022 · 8 claims · 8 setups
NSCLC samples can be classified into two molecular subtypes (C1 and C2) based on hypoxia-related gene expression via consensus clustering
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Has reproduction · 84
Network Controllability Reveals Key Mitigation Points for Tumor-Promoting Signaling in Tumor-Educated Platelets.
PMID 41226816 · PMC12609506 · International journal of molecular sciences · 2025 · 8 claims · 6 setups
TEPs from NSCLC patients show 111 upregulated and 108 downregulated genes compared to platelets from non-cancer donors
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Has reproduction · 73
RSK1 is an exploitable dependency in myeloproliferative neoplasms and secondary acute myeloid leukemia.
PMID 39820365 · PMC11739599 · Nature communications · 2025 · 8 claims · 8 setups
RSK1 is a conserved, exploitable therapeutic dependency across MPN and secondary AML
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Identification and validation of lymphangiogenesis-related genes for predicting acute myeloid leukemia prognosis: insights from bulk RNA sequencing and single-cell RNA sequencing analyses.
PMID 41772327 · PMC12979290 · Clinical and experimental medicine · 2026 · 7 claims · 8 setups
A 6-LYMRG risk model (ANGPT1, HGF, MAPK8, PCNA, TBL1XR1, TLR4) is the optimal prognostic signature for AML
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Telomerase-Associated Genes as Prognostic Markers in High-Grade Serous Ovarian Cancer.
PMID 42050900 · PMC13137916 · Medical science monitor : international medical journal of experimental and clinical research · 2026 · 8 claims · 8 setups
TAGs are linked to HGSOC progression and yield a candidate prognostic model
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Identification of a prognostic signature based on ammonia metabolism-related genes in clear cell renal cell carcinoma: an integrated analysis of bulk and single-cell transcriptomics.
PMID 42112332 · PMC13149443 · Frontiers in immunology · 2026 · 7 claims · 8 setups
A 6-gene (RGS20, ADA, AICDA, SLC12A5, RUFY4, CDK5RAP3) prognostic risk model was constructed for ccRCC from ammonia death-related genes
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Has reproduction · 71
Machine Learning-Based Integrated Analysis of PANoptosis Patterns in Acute Myeloid Leukemia Reveals a Signature Predicting Survival and Immunotherapy.
PMID 38322112 · PMC10846924 · International journal of clinical practice · 2024 · 8 claims · 8 setups
AML cases can be categorized into two distinct PANRG (PANoptosis-related gene) clusters with differentially expressed prognostic genes (PRDEGs)
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Has reproduction · 68
Molecular subtype of recurrent implantation failure reveals distinct endometrial etiology of female infertility.
PMID 40660214 · PMC12257665 · Journal of translational medicine · 2025 · 8 claims · 8 setups
RIF endometrial samples segregate into two reproducible molecular subtypes: an immune-driven subtype (RIF-I) and a metabolic-driven subtype (RIF-M)
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Out-of-frame CBX3::ALK fusion drives ALK activation and therapy response.
PMID 41887222 · PMC13130619 · Cell reports. Medicine · 2026 · 8 claims · 8 setups
A CBX3::ALK out-of-frame fusion was identified in a patient with metastatic melanoma