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Molecular Signatures of Tumour and Its Microenvironment for Precise Quantitative Diagnosis of Oral Squamous Cell Carcinoma: An International Multi-Cohort Diagnostic Validation Study

SIMPLE SUMMARY: Incisional tissue biopsy is highly invasive, but it remains the current practice for oral cancer diagnosis through histopathological interpretation. To reduce biopsy invasiveness without compromising diagnosis, we pioneered a multigene RT-qPCR method for cancer detection using only a...

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Autores principales: Teh, Muy-Teck, Ma, Hong, Liang, Ying-Ying, Solomon, Monica Charlotte, Chaurasia, Akhilanand, Patil, Ranjitkumar, Tekade, Satyajit Ashok, Mishra, Deepika, Qadir, Fatima, Yeung, Ji-Yun Stephanie, Liu, Xinting, Kriuar, Safa, Zhao, Ruoqi, Waseem, Ahmad, Hutchison, Iain L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8945999/
https://www.ncbi.nlm.nih.gov/pubmed/35326543
http://dx.doi.org/10.3390/cancers14061389
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author Teh, Muy-Teck
Ma, Hong
Liang, Ying-Ying
Solomon, Monica Charlotte
Chaurasia, Akhilanand
Patil, Ranjitkumar
Tekade, Satyajit Ashok
Mishra, Deepika
Qadir, Fatima
Yeung, Ji-Yun Stephanie
Liu, Xinting
Kriuar, Safa
Zhao, Ruoqi
Waseem, Ahmad
Hutchison, Iain L.
author_facet Teh, Muy-Teck
Ma, Hong
Liang, Ying-Ying
Solomon, Monica Charlotte
Chaurasia, Akhilanand
Patil, Ranjitkumar
Tekade, Satyajit Ashok
Mishra, Deepika
Qadir, Fatima
Yeung, Ji-Yun Stephanie
Liu, Xinting
Kriuar, Safa
Zhao, Ruoqi
Waseem, Ahmad
Hutchison, Iain L.
author_sort Teh, Muy-Teck
collection PubMed
description SIMPLE SUMMARY: Incisional tissue biopsy is highly invasive, but it remains the current practice for oral cancer diagnosis through histopathological interpretation. To reduce biopsy invasiveness without compromising diagnosis, we pioneered a multigene RT-qPCR method for cancer detection using only a tiny 1 mm(3) minimally invasive biopsy. Here we presented international multicohort validation of our second-generation method which involved new genes from matrix/stroma and immune regulations enabling sensitive, quantitative and precise oral cancer detection in otherwise ambiguous oral lesions. ABSTRACT: Background: Heterogeneity in oral potentially malignant disorder (OPMD) poses a problem for accurate prognosis that impacts on treatment strategy and patient outcome. A holistic assessment based on gene expression signatures from both the tumour cells and their microenvironment is necessary to provide a more precise prognostic assessment than just tumour cell signatures alone. Methods: We reformulated our previously established multigene qPCR test, quantitative Malignancy Index Diagnostic System (qMIDS) with new genes involved in matrix/stroma and immune modulation of the tumour microenvironment. An algorithm calculates and converts a panel of 16 gene mRNA expression levels into a qMIDS index to quantify risk of malignancy for each sample. Results: The new qMIDS(V2) assay was validated in a UK oral squamous cell carcinoma (OSCC) cohort (n = 282) of margin and tumour core samples demonstrating significantly better diagnostic performance (AUC = 0.945) compared to previous qMIDS(V1) (AUC = 0.759). Performance of qMIDS(V2) were independently validated in Chinese (n = 35; AUC = 0.928) and Indian (n = 95; AUC = 0.932) OSCC cohorts. Further, 5-year retrospective analysis on an Indian dysplastic lesion cohort (n = 30) showed that qMIDS(V2) was able to significantly differentiate between lesions without transformation and those with malignant transformation. Conclusions: This study validated a novel multi-gene qPCR test on a total of 535 tissue specimens from UK, China and India, demonstrating a rapid minimally invasive method that has a potential application for dysplasia risk stratification. Further study is required to establish if qMIDS(V2) could be used to improve OPMD patient management, guide treatment strategy and reduce oral cancer burden.
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spelling pubmed-89459992022-03-25 Molecular Signatures of Tumour and Its Microenvironment for Precise Quantitative Diagnosis of Oral Squamous Cell Carcinoma: An International Multi-Cohort Diagnostic Validation Study Teh, Muy-Teck Ma, Hong Liang, Ying-Ying Solomon, Monica Charlotte Chaurasia, Akhilanand Patil, Ranjitkumar Tekade, Satyajit Ashok Mishra, Deepika Qadir, Fatima Yeung, Ji-Yun Stephanie Liu, Xinting Kriuar, Safa Zhao, Ruoqi Waseem, Ahmad Hutchison, Iain L. Cancers (Basel) Article SIMPLE SUMMARY: Incisional tissue biopsy is highly invasive, but it remains the current practice for oral cancer diagnosis through histopathological interpretation. To reduce biopsy invasiveness without compromising diagnosis, we pioneered a multigene RT-qPCR method for cancer detection using only a tiny 1 mm(3) minimally invasive biopsy. Here we presented international multicohort validation of our second-generation method which involved new genes from matrix/stroma and immune regulations enabling sensitive, quantitative and precise oral cancer detection in otherwise ambiguous oral lesions. ABSTRACT: Background: Heterogeneity in oral potentially malignant disorder (OPMD) poses a problem for accurate prognosis that impacts on treatment strategy and patient outcome. A holistic assessment based on gene expression signatures from both the tumour cells and their microenvironment is necessary to provide a more precise prognostic assessment than just tumour cell signatures alone. Methods: We reformulated our previously established multigene qPCR test, quantitative Malignancy Index Diagnostic System (qMIDS) with new genes involved in matrix/stroma and immune modulation of the tumour microenvironment. An algorithm calculates and converts a panel of 16 gene mRNA expression levels into a qMIDS index to quantify risk of malignancy for each sample. Results: The new qMIDS(V2) assay was validated in a UK oral squamous cell carcinoma (OSCC) cohort (n = 282) of margin and tumour core samples demonstrating significantly better diagnostic performance (AUC = 0.945) compared to previous qMIDS(V1) (AUC = 0.759). Performance of qMIDS(V2) were independently validated in Chinese (n = 35; AUC = 0.928) and Indian (n = 95; AUC = 0.932) OSCC cohorts. Further, 5-year retrospective analysis on an Indian dysplastic lesion cohort (n = 30) showed that qMIDS(V2) was able to significantly differentiate between lesions without transformation and those with malignant transformation. Conclusions: This study validated a novel multi-gene qPCR test on a total of 535 tissue specimens from UK, China and India, demonstrating a rapid minimally invasive method that has a potential application for dysplasia risk stratification. Further study is required to establish if qMIDS(V2) could be used to improve OPMD patient management, guide treatment strategy and reduce oral cancer burden. MDPI 2022-03-09 /pmc/articles/PMC8945999/ /pubmed/35326543 http://dx.doi.org/10.3390/cancers14061389 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Teh, Muy-Teck
Ma, Hong
Liang, Ying-Ying
Solomon, Monica Charlotte
Chaurasia, Akhilanand
Patil, Ranjitkumar
Tekade, Satyajit Ashok
Mishra, Deepika
Qadir, Fatima
Yeung, Ji-Yun Stephanie
Liu, Xinting
Kriuar, Safa
Zhao, Ruoqi
Waseem, Ahmad
Hutchison, Iain L.
Molecular Signatures of Tumour and Its Microenvironment for Precise Quantitative Diagnosis of Oral Squamous Cell Carcinoma: An International Multi-Cohort Diagnostic Validation Study
title Molecular Signatures of Tumour and Its Microenvironment for Precise Quantitative Diagnosis of Oral Squamous Cell Carcinoma: An International Multi-Cohort Diagnostic Validation Study
title_full Molecular Signatures of Tumour and Its Microenvironment for Precise Quantitative Diagnosis of Oral Squamous Cell Carcinoma: An International Multi-Cohort Diagnostic Validation Study
title_fullStr Molecular Signatures of Tumour and Its Microenvironment for Precise Quantitative Diagnosis of Oral Squamous Cell Carcinoma: An International Multi-Cohort Diagnostic Validation Study
title_full_unstemmed Molecular Signatures of Tumour and Its Microenvironment for Precise Quantitative Diagnosis of Oral Squamous Cell Carcinoma: An International Multi-Cohort Diagnostic Validation Study
title_short Molecular Signatures of Tumour and Its Microenvironment for Precise Quantitative Diagnosis of Oral Squamous Cell Carcinoma: An International Multi-Cohort Diagnostic Validation Study
title_sort molecular signatures of tumour and its microenvironment for precise quantitative diagnosis of oral squamous cell carcinoma: an international multi-cohort diagnostic validation study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8945999/
https://www.ncbi.nlm.nih.gov/pubmed/35326543
http://dx.doi.org/10.3390/cancers14061389
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