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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Accurate detection of somatic single-nucleotide variants from bulk RNA-seq data using RNA-MosaicHunter.
PMID 41505106 · PMC12781890 · Nucleic acids research · 2026 · 6 claims · 8 setups
RNA-MosaicHunter accurately detects sSNVs from bulk RNA-seq with high precision (94.7% in TCGA, 99.3% in cell-line mixture) in default mode
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Has reproduction · 50
TOSCA: an automated Tumor Only Somatic CAlling workflow for somatic mutation detection without matched normal samples.
PMID 36699358 · PMC9710689 · Bioinformatics advances · 2022 · 6 claims · 4 setups
TOSCA is the first automated, modular open-source tumor-only somatic calling workflow for whole-exome and targeted panel sequencing, covering raw reads through variant classification.
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Has reproduction · 64
Nimbus: a design-driven analyses suite for amplicon-based NGS data.
PMID 29538618 · PMC6084620 · Bioinformatics (Oxford, England) · 2018 · 7 claims · 5 setups
Nimbus tracks the source amplicon of reads throughout alignment and SNP/InDel calling
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Has reproduction
Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning.
PMID 36611079 · PMC9825621 · NPJ precision oncology · 2023 · 8 claims · 8 setups
Tree-based (XGBoost, LightGBM) and deep-learning (TabNet) tabular ML classifiers achieve state-of-the-art somatic vs germline classification in tumor-only WES samples, outperforming PureCN.
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An integrated genomic analysis of human glioblastoma multiforme.
PMID 18772396 · PMC2820389 · Science (New York, N.Y.) · 2008 · 8 claims · 7 setups
IDH1 is recurrently mutated at its active site (R132) in 12% of GBM patients, a previously unrecognized alteration in GBM.
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Next-generation sequencing.
PMID 20030863 · PMC2797692 · Breast cancer research : BCR · 2009 · 8 claims · 7 setups
Massively parallel sequencing can simultaneously capture base-pair mutations, copy number aberrations and somatic rearrangements of a cancer genome in a single experiment
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Has reproduction · 72
Neoadjuvant sintilimab plus chemotherapy in EGFR-mutant NSCLC: Phase 2 trial interim results (NEOTIDE/CTONG2104).
PMID 38897205 · PMC11293361 · Cell reports. Medicine · 2024 · 8 claims · 8 setups
Neoadjuvant sintilimab plus carboplatin/nab-paclitaxel is clinically feasible and tolerable in resectable EGFR-mutant NSCLC, with all 18 patients completing treatment and undergoing radical surgery.
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Has reproduction · 30
Bacillus Calmette-Guérin Treatment Changes the Tumor Microenvironment of Non-Muscle-Invasive Bladder Cancer.
PMID 35311085 · PMC8930202 · Frontiers in oncology · 2022 · 8 claims · 8 setups
BCG therapy has bidirectional effects on tumor evolution and immune checkpoint landscape, with a significant reduction in neoantigen burden percentage in relapsed tumors
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Genomic and Immune Landscape of Recurrent and/or Metastatic Squamous Cell Carcinoma of the Head and Neck Progressing on Anti-PD-1 Treatment.
PMID 41666253 · PMC13044521 · Cancer immunology research · 2026 · 6 claims · 8 setups
Tumor biopsies from anti-PD-1-resistant SCCHN show significantly more EGFR and MYCL amplifications and increased MYC pathway alterations compared with anti-PD-1-naive tumors
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Repurposing public sarcoma multi-omics for neoantigen discovery.
PMID 42012689 · PMC13100081 · Cancer immunology, immunotherapy : CII · 2026 · 8 claims · 7 setups
Reanalysis of legacy CKS multi-omic data shows that standard genome-wide metrics frequently underestimate the true immunogenic potential of these tumors.
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Has reproduction · 75
Stage-stratified molecular profiling of non-muscle-invasive bladder cancer enhances biological, clinical, and therapeutic insight.
PMID 35028613 · PMC8714941 · Cell reports. Medicine · 2021 · 8 claims · 8 setups
Stage-stratified molecular subclassification (analyzing Ta and T1 separately) is more biologically and clinically informative than subtypes derived from all NMIBC combined, especially for T1 tumors.
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Has reproduction · 88
Constructing an APOBEC-related gene signature with predictive value in the overall survival and therapeutic sensitivity in lung adenocarcinoma.
PMID 37954334 · PMC10637964 · Heliyon · 2023 · 8 claims · 8 setups
APOBEC family genes are differentially expressed across cancer types and tissues, with APOBEC3B being the most aberrantly upregulated gene in most cancers including LUAD
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Has reproduction · 53
Gene Dosage Analysis on the Single-Cell Transcriptomes Linking Cotranslational Protein Targeting to Metastatic Triple-Negative Breast Cancer.
PMID 34577617 · PMC8472593 · Pharmaceuticals (Basel, Switzerland) · 2021 · 8 claims · 7 setups
A computational framework mapping single-cell Z-score expression to matched patient-level CNV data can identify recurrent, cross-cell-type copy-number-driven expression (dosage) events.
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Has reproduction
DNA demethylation is associated with malignant progression of lower-grade gliomas.
PMID 30760837 · PMC6374451 · Scientific reports · 2019 · 8 claims · 8 setups
Nearly half of IDH-mutant glioblastomas that progressed from lower-grade gliomas show characteristic partial DNA demethylation in previously methylated (G-CIMP) genomic regions of their initial tumor.
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Multimodal-based analysis of single-cell ATAC-seq data enables highly accurate delineation of clinically relevant tumor cell subpopulations.
PMID 41530870 · PMC12888741 · Genome medicine · 2026 · 8 claims · 8 setups
MAAS integrates chromatin accessibility, CNVs, and SNVs from scATAC-seq data to identify functional tumor cell subpopulations
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Has reproduction · 78
Single duplex DNA sequencing with CODEC detects mutations with high sensitivity.
PMID 37106072 · PMC10181940 · Nature genetics · 2023 · 8 claims · 8 setups
CODEC concatenates both strands of an original DNA duplex into a single NGS read pair via an adapter quadruplex and strand-displacing extension, enabling single-duplex resolution