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Predicting Immunotherapy Efficacy with Machine Learning in Gastrointestinal Cancers: A Systematic Review and Meta-Analysis

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Development and validation of a prognostic and predictive 32-gene signature for gastric cancer
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Integrated genomic profiling expands clinical options for patients with cancer
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Comprehensive molecular characterization of clinical responses to PD-1 inhibition in metastatic gastric cancer
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Genomic and transcriptomic profiling expands precision cancer medicine: the WINTHER trial
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Whole genome, transcriptome and methylome profiling enhances actionable target discovery in high-risk pediatric cancer
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Pancancer survival analysis of cancer hallmark genes
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Demethylation of MAGE promoters during gastric cancer progression
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Characterization of gastric cancer stem-like molecular features, immune and pharmacogenomic landscapes
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Transcriptome‐level discovery of survival‐associated biomarkers and therapy targets in non‐small‐cell lung cancer
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Pan-tumor genomic biomarkers for PD-1 checkpoint blockade–based immunotherapy
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Copper induces cell death by targeting lipoylated TCA cycle proteins
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Prevalence of intratumoral regulatory T cells expressing neuropilin-1 is associated with poorer outcomes in patients with cancer
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PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews
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Prediction of immune checkpoint inhibition with immune oncology-related gene expression in gastrointestinal cancer using a machine learning classifier
inferredcites →https://doi.org/10.1136/jitc-2020-000967openalex-extracted
Neuropilin-1: a checkpoint target with unique implications for cancer immunology and immunotherapy
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Integrated Analysis of RNA and DNA from the Phase III Trial CALGB 40601 Identifies Predictors of Response to Trastuzumab-Based Neoadjuvant Chemotherapy in HER2-Positive Breast Cancer
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Tumor Microenvironment Characterization in Gastric Cancer Identifies Prognostic and Immunotherapeutically Relevant Gene Signatures
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Selective glutamine metabolism inhibition in tumor cells improves antitumor T lymphocyte activity in triple-negative breast cancer
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IFN-γ–related mRNA profile predicts clinical response to PD-1 blockade
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External validation of a Cox prognostic model: principles and methods
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A new Schiff base coordinated copper(II) compound induces apoptosis and inhibits tumor growth in gastric cancer
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Transcriptomic datasets of cancer patients treated with immune-checkpoint inhibitors: a systematic review
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A positive feedback between IDO1 metabolite and COL12A1 via MAPK pathway to promote gastric cancer metastasis
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The Impact of Indoleamine 2,3-dioxygenase (IDO) Expression on Stage III Gastric Cancer
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PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews
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Stemness Refines the Classification of Colorectal Cancer With Stratified Prognosis, Multi-Omics Landscape, Potential Mechanisms, and Treatment Options
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Turbulence of glutamine metabolism in pan-cancer prognosis and immune microenvironment
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Clinical Significance and Immune Infiltration Analyses of the Cuproptosis-Related Human Copper Proteome in Gastric Cancer
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Association of VCAM-1 overexpression with oncogenesis, tumor angiogenesis and metastasis of gastric carcinoma
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