ArticleFrontiers in cell and developmental biology2021
Comprehensive Characterization of Tumor Purity and Its Clinical Implications in Gastric Cancer.
Article in Frontiers in cell and developmental biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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28 citing papers in PubMed, 45 citations in OpenAlex.
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- Ephrin‑B2 promotes gastric cancer growth by inhibiting apoptosis and regulating the cell cycle via the Wnt/β‑catenin signaling pathway.International journal of oncology · 2026Article
- Neuronal inflammatory genes-based machine learning model for breast cancer: a novel perspective on clinical prognosis and tumor immunity.Discover oncology · 2025Article
- The Current Evidence and Future Direction of Adjuvant Treatment for Gastric Cancer in the Era of Precision Medicine.Cancer research and treatment · 2025Review
- Identification of Hepatocellular Carcinoma Subtypes Based on Global Gene Expression Profiling to Predict the Prognosis and Potential Therapeutic Drugs.Biomedicines · 2025Article
- Immune-related RELT drives clear cell renal cell carcinoma progression through JAK/STAT signaling pathway activation.Frontiers in immunology · 2025Article
- Elevated Siglec-7 expression correlates with adverse clinicopathological, immunological, and therapeutic response signatures in breast cancer patients.Frontiers in immunology · 2025Article
- An Immunogenic Cell Death-Related Gene Signature Predicts the Prognosis and Immune Infiltration of Cervical Cancer.Cancer informatics · 2025Article
- Identification and validation of tumor microenvironment-related therapeutic targets in gastric cancer using integrated multi-omics and molecular docking approaches.Frontiers in bioinformatics · 2025Article
- Circadian rhythm genes contribute to the prognosis prediction and potential therapeutic target in gastric cancer.Scientific reports · 2024Article
- Development and validation of a gene expression-based Breast Cancer Purity Score.NPJ precision oncology · 2024Article
- Revisiting gliomatosis cerebri in adult-type diffuse gliomas: a comprehensive imaging, genomic and clinical analysis.Acta neuropathologica communications · 2024Article
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- Tumor purity-related genes for predicting the prognosis and drug sensitivity of DLBCL patients.eLife · 2024Article
- Caudal-Type Homeobox Transcription Factor 2 is a Favorable Prognostic Indicator in Stage II and III Gastric Cancer Following Curative Surgery.International journal of general medicine · 2024Article
- Identification of enhancer RNATranslational cancer research · 2023Article
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- CCR8 as a Therapeutic Novel Target: Omics-Integrated Comprehensive Analysis for Systematically Prioritizing Indications.Biomedicines · 2023Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Solid tumour tissues are composed of tumour and non-tumour cells, such as stromal cells and immune cells. These non-tumour cells constitute an essential part of the tumour microenvironment (TME), which decrease the tumour purity and play an important role in carcinogenesis, malignancy progression, treatment resistance and prognostic assessment. However, the implications of various purity levels in gastric cancer (GC) remain largely unknown. In the present study, we used an in-silico approach to infer the tumour purity of 2,259 GC samples obtained from our hospital and 12 public datasets based on the transcriptomic data. We systematically evaluated the association of tumour purity with clinical outcomes, biological features, TME characteristics and treatment response in GC. We found that tumour purity might be a patient-specific intrinsic characteristic of GC. Low tumour purity was independently correlated with shorter survival time and faster recurrence and significantly associated with mesenchymal, invasive and metastatic phenotypes. Integrating GC purity into a clinical prognostic nomogram significantly improved predictive validity and reliability. In addition, low tumour purity was strongly associated with immune and stromal cell functions. Fibroblasts, endothelial cells and monocytes were markedly enriched in low-purity tumours, serving as robust indicators of a poor prognosis. Moreover, patients with low GC purity may not benefit more from adjuvant chemotherapy. Our findings highlight that tumour purity confers important clinical, biological, microenvironmental and treatment implications for patients with GC. Therefore, a comprehensive evaluation of tumour purity in individual tumours can provide more insights into the molecular mechanisms of GC, facilitate precise classification and clinical prediction and help to develop more effective individualised treatment strategies.
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