Disparity in the occurrence of EMT subtype gastric tumours with a prevalence in Indian cohorts

Objectives: Among cancer-related deaths, gastric cancer ranks third across the globe. Classification of gastric cancer by the Asian Cancer Research Group (ACRG) is a promising approach and is expected to pave the way for improved diagnosis and to evolve targeted therapeutic strategies. We explored the possibility of using ACRG subtype-specific gene sets to probe the mRNA expression profiles of gastric tumours to classify them into ACRG subtypes. Material and Methods: Thirteen cohorts of gastric tumours, including one in-house cohort from gene expression omnibus (GEO), were investigated. Subtype-specific and pathway-specific gene sets were analysed by Z-score-based computing of cumulative gene expression. Hierarchical clustering of the samples was performed based on the subtype-specific gene sets for all the cohorts and visualised as a heat map. Sensitivity and specificity were calculated for the Z-score-based assignment of both epithelial-mesenchymal transition (EMT) and microsatelliteinstable (MSI) subtypes. Results: Thirteen cohorts of gastric tumours were analysed for the prevalence of different subtypes, and the analysis revealed that Indian cohorts record a high prevalence of the EMT subtype. Further, for the first time, the co-occurrence of subtypes in individual tumour samples was also observed. Co-occurrence of EMT and MSI was found to be predominant in gastric tumours. Conclusion: The observed co-occurrence of subtypes warrants combinatorial therapeutics for gastric cancer. The disparity in the occurrence of subtypes reiterates the need for population-wide studies, implementation of molecular classification, and moving toward precision medicine.

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Publication Details

Journal
South Asian Journal of Cancer
Published
2026-07-28
DOI
https://doi.org/10.25259/sajc_60_2025
Primary Topic
Gastric Cancer Management and Outcomes
Type
article
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article

Disparity in the occurrence of EMT subtype gastric tumours with a prevalence in Indian cohorts

Mohan Narasimhan, Ramesh Ardhanari, Jaishree Pandian, Madhusudhanan Gnanasekaran et al.
South Asian Journal of Cancer
Gastric Cancer Management and Outcomes
article

Disparity in the occurrence of EMT subtype gastric tumours with a prevalence in Indian cohorts

Mohan Narasimhan, Ramesh Ardhanari, Jaishree Pandian, Madhusudhanan Gnanasekaran, Balaji T. Sekar, Kumaresan Ganesan, Palaniappan L Alagammai
article en

Abstract

Objectives: Among cancer-related deaths, gastric cancer ranks third across the globe. Classification of gastric cancer by the Asian Cancer Research Group (ACRG) is a promising approach and is expected to pave the way for improved diagnosis and to evolve targeted therapeutic strategies. We explored the possibility of using ACRG subtype-specific gene sets to probe the mRNA expression profiles of gastric tumours to classify them into ACRG subtypes. Material and Methods: Thirteen cohorts of gastric tumours, including one in-house cohort from gene expression omnibus (GEO), were investigated. Subtype-specific and pathway-specific gene sets were analysed by Z-score-based computing of cumulative gene expression. Hierarchical clustering of the samples was performed based on the subtype-specific gene sets for all the cohorts and visualised as a heat map. Sensitivity and specificity were calculated for the Z-score-based assignment of both epithelial-mesenchymal transition (EMT) and microsatelliteinstable (MSI) subtypes. Results: Thirteen cohorts of gastric tumours were analysed for the prevalence of different subtypes, and the analysis revealed that Indian cohorts record a high prevalence of the EMT subtype. Further, for the first time, the co-occurrence of subtypes in individual tumour samples was also observed. Co-occurrence of EMT and MSI was found to be predominant in gastric tumours. Conclusion: The observed co-occurrence of subtypes warrants combinatorial therapeutics for gastric cancer. The disparity in the occurrence of subtypes reiterates the need for population-wide studies, implementation of molecular classification, and moving toward precision medicine.

South Asian Journal of CancerVol. 0
Madurai Kamaraj University (IN), Meenakshi Mission Hospital and Research Centre (IN)
Good health and well-being
Openalex Percentile: Top 9%
Gastric Cancer Management and Outcomes
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