ArticleClinical pathology (Thousand Oaks, Ventura County, Calif.)
Prognostic Impact of Tumor Budding on Moroccan Gastric Cancer Patients.
Article in Clinical pathology (Thousand Oaks, Ventura County, Calif.). The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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3 citing papers in PubMed, 4 citations in OpenAlex.
- Digital Pathology and the AI-Based Quantification of the Tumor Microenvironment in Gastrointestinal Cancer: From Tumor Budding and Tumor-Infiltrating Lymphocytes to Tertiary Lymphoid Structures.International journal of molecular sciences · 2026Review
- Tumor budding in gastric adenocarcinoma: prognostic value and association with clinicopathological markers.Arquivos brasileiros de cirurgia digestiva : ABCD = Brazilian archives of digestive surgery · 2025Article
- Machine Learning and Radiomics Analysis for Tumor Budding Prediction in Colorectal Liver Metastases Magnetic Resonance Imaging Assessment.Diagnostics (Basel, Switzerland) · 2024Article
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Authors and funding
10 authors at 2 institutions in 1 country.
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Abstract
Background: Tumor budding (TB) has been defined as an independent prognostic factor in many carcinomas like colon adenocarcinoma, but its prognostic impact on gastric cancer patients remains not well established. In the present study, we aimed to highlight the correlation of tumor budding with clinicopathological features and predict its survival outcomes in gastric cancer patients for the first time in the Moroccan population. Methods: This study was conducted on 83 patients who underwent surgery for gastric adenocarcinoma from 2014 to 2020. The patient's clinico-pathological characteristics were obtained from the pathological and clinical records of each patient. Tumor budding was assessed on HES slides, according to the 2016 International Tumor Budding Consensus Conference criteria. The association of tumor budding grades with categorical and continuous variables were respectively assessed by the Results: Patients consisted of 65.1% of men and 34.9% of women with a median age of 61.2 years. Histologically, the majority of the tumors were adenocarcinoma (65.1%). Among all cases, 18.1% were classified as Bud1 (15/83), (27/83) 32.5% as Bud 2, and 49.4% (41/83) as Bud 3 grades. High-grade tumor budding (BUD 3) was found to be significantly associated with special clinicopathological features including older age ( Conclusion: According to our study, the high-tumor budding grade was correlated with unfavorable clinicopathological features and poorer survival. The present study findings suggest that tumor budding should be considered in the treatment and prognosis of gastric cancer patients.
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