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Identifying Diagnostic MicroRNAs and Investigating Their Biological Implications in Rectal Cancer

IMPORTANCE: Accurate clinical staging is important in rectal cancer because it determines the appropriate treatment and prognosis. Despite the use of multiple diagnostic imaging tools, it is sometimes difficult to clinically distinguish stage I tumors from stage II or III locally advanced disease. I...

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Autores principales: Kim, Jin K., Qu, Xuan, Chen, Chin-Tung, Smith, J. Joshua, Sanchez-Vega, Francisco, Garcia-Aguilar, Julio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8642786/
https://www.ncbi.nlm.nih.gov/pubmed/34860243
http://dx.doi.org/10.1001/jamanetworkopen.2021.36913
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author Kim, Jin K.
Qu, Xuan
Chen, Chin-Tung
Smith, J. Joshua
Sanchez-Vega, Francisco
Garcia-Aguilar, Julio
author_facet Kim, Jin K.
Qu, Xuan
Chen, Chin-Tung
Smith, J. Joshua
Sanchez-Vega, Francisco
Garcia-Aguilar, Julio
author_sort Kim, Jin K.
collection PubMed
description IMPORTANCE: Accurate clinical staging is important in rectal cancer because it determines the appropriate treatment and prognosis. Despite the use of multiple diagnostic imaging tools, it is sometimes difficult to clinically distinguish stage I tumors from stage II or III locally advanced disease. Identification of differentiating microRNAs (miRNAs) between these 2 groups may improve the clinical diagnostic power and provide insight into the biology of tumor progression. OBJECTIVES: To investigate differences in the expression of miRNAs in stage I vs stage II or III rectal cancers and integrate matched mRNA profiling data to identify possible functional roles of these miRNAs. DESIGN, SETTING, AND PARTICIPANTS: The primary tumor specimens from patients who were enrolled in 2 prospective clinical trials between March 24, 2004, and November 16, 2012 (American College of Surgeons Oncology Group [ACOSOG] Z6041 and Timing of Rectal Cancer Response to Chemoradiation [TIMING]) were sequenced to arrive at a set of 127 cases (41 stage I and 86 stage II or III tumors) with matched miRNA and messenger RNA (mRNA) profiling data. These findings were also evaluated in an independent cohort of 127 patient specimens (29 stage I and 98 stage II or III tumors) from The Cancer Genome Atlas Rectum Adenocarcinoma (TCGA-READ) that also had matched miRNA and mRNA data. Data analysis was performed from September 1, 2019, to September 1, 2020. MAIN OUTCOMES AND MEASURES: Alterations in miRNA expression between stage I and stage II or III tumors and their potential gene targets. RESULTS: A total of 254 pretreatment rectal adenocarcinoma specimens were analyzed in this study as 2 distinct cohorts: 127 samples in the ACOSOG/TIMING (stage I group: 27 [66%] male; mean [SD] age, 64.4 [10.8] years; stage II or III group: 47 [55%] male; mean [SD] age, 57.0 [11.4] years), and another 127 samples from TCGA-READ (stage I group: 17 [59%] male; mean [SD] age, 63.6 [12.0] years; stage II or III group: 48 [49%] male; mean [SD] age, 64.5 [11.4] years). A total of 19 miRNAs were overexpressed in stage II or III vs stage I tumors in both cohorts. This miRNA signature had an excellent discriminative value for distinguishing stage II or III from stage I rectal tumors (area under the curve, 0.88; 95% CI, 0.83-0.94 in ACOSOG/TIMING cohort and area under the curve, 0.84; 95% CI, 0.77-0.91 in the TCGA-READ cohort). Integrative analysis revealed 3 miRNA-mRNA pairs that exhibited significant correlations in both cohorts: miR-31-5p-SATB2, miR-143-3p-KLF5, and miR-204-5p-EZR. CONCLUSIONS AND RELEVANCE: This diagnostic study found that many of the dysregulated miRNAs in stage II or III vs stage I rectal cancers have biological implications for tumor progression. The results of this study suggest that these miRNAs could assist as diagnostic biomarkers to better identify patients with locally advanced rectal cancer.
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spelling pubmed-86427862021-12-08 Identifying Diagnostic MicroRNAs and Investigating Their Biological Implications in Rectal Cancer Kim, Jin K. Qu, Xuan Chen, Chin-Tung Smith, J. Joshua Sanchez-Vega, Francisco Garcia-Aguilar, Julio JAMA Netw Open Original Investigation IMPORTANCE: Accurate clinical staging is important in rectal cancer because it determines the appropriate treatment and prognosis. Despite the use of multiple diagnostic imaging tools, it is sometimes difficult to clinically distinguish stage I tumors from stage II or III locally advanced disease. Identification of differentiating microRNAs (miRNAs) between these 2 groups may improve the clinical diagnostic power and provide insight into the biology of tumor progression. OBJECTIVES: To investigate differences in the expression of miRNAs in stage I vs stage II or III rectal cancers and integrate matched mRNA profiling data to identify possible functional roles of these miRNAs. DESIGN, SETTING, AND PARTICIPANTS: The primary tumor specimens from patients who were enrolled in 2 prospective clinical trials between March 24, 2004, and November 16, 2012 (American College of Surgeons Oncology Group [ACOSOG] Z6041 and Timing of Rectal Cancer Response to Chemoradiation [TIMING]) were sequenced to arrive at a set of 127 cases (41 stage I and 86 stage II or III tumors) with matched miRNA and messenger RNA (mRNA) profiling data. These findings were also evaluated in an independent cohort of 127 patient specimens (29 stage I and 98 stage II or III tumors) from The Cancer Genome Atlas Rectum Adenocarcinoma (TCGA-READ) that also had matched miRNA and mRNA data. Data analysis was performed from September 1, 2019, to September 1, 2020. MAIN OUTCOMES AND MEASURES: Alterations in miRNA expression between stage I and stage II or III tumors and their potential gene targets. RESULTS: A total of 254 pretreatment rectal adenocarcinoma specimens were analyzed in this study as 2 distinct cohorts: 127 samples in the ACOSOG/TIMING (stage I group: 27 [66%] male; mean [SD] age, 64.4 [10.8] years; stage II or III group: 47 [55%] male; mean [SD] age, 57.0 [11.4] years), and another 127 samples from TCGA-READ (stage I group: 17 [59%] male; mean [SD] age, 63.6 [12.0] years; stage II or III group: 48 [49%] male; mean [SD] age, 64.5 [11.4] years). A total of 19 miRNAs were overexpressed in stage II or III vs stage I tumors in both cohorts. This miRNA signature had an excellent discriminative value for distinguishing stage II or III from stage I rectal tumors (area under the curve, 0.88; 95% CI, 0.83-0.94 in ACOSOG/TIMING cohort and area under the curve, 0.84; 95% CI, 0.77-0.91 in the TCGA-READ cohort). Integrative analysis revealed 3 miRNA-mRNA pairs that exhibited significant correlations in both cohorts: miR-31-5p-SATB2, miR-143-3p-KLF5, and miR-204-5p-EZR. CONCLUSIONS AND RELEVANCE: This diagnostic study found that many of the dysregulated miRNAs in stage II or III vs stage I rectal cancers have biological implications for tumor progression. The results of this study suggest that these miRNAs could assist as diagnostic biomarkers to better identify patients with locally advanced rectal cancer. American Medical Association 2021-12-03 /pmc/articles/PMC8642786/ /pubmed/34860243 http://dx.doi.org/10.1001/jamanetworkopen.2021.36913 Text en Copyright 2021 Kim JK et al. JAMA Network Open. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the CC-BY License.
spellingShingle Original Investigation
Kim, Jin K.
Qu, Xuan
Chen, Chin-Tung
Smith, J. Joshua
Sanchez-Vega, Francisco
Garcia-Aguilar, Julio
Identifying Diagnostic MicroRNAs and Investigating Their Biological Implications in Rectal Cancer
title Identifying Diagnostic MicroRNAs and Investigating Their Biological Implications in Rectal Cancer
title_full Identifying Diagnostic MicroRNAs and Investigating Their Biological Implications in Rectal Cancer
title_fullStr Identifying Diagnostic MicroRNAs and Investigating Their Biological Implications in Rectal Cancer
title_full_unstemmed Identifying Diagnostic MicroRNAs and Investigating Their Biological Implications in Rectal Cancer
title_short Identifying Diagnostic MicroRNAs and Investigating Their Biological Implications in Rectal Cancer
title_sort identifying diagnostic micrornas and investigating their biological implications in rectal cancer
topic Original Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8642786/
https://www.ncbi.nlm.nih.gov/pubmed/34860243
http://dx.doi.org/10.1001/jamanetworkopen.2021.36913
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