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Diagnostic and prognostic biomarker potential of kallikrein family genes in different cancer types

PURPOSE: The aim of this study was to compare and contrast the expression of all members of the Kallikrein (KLK) family of genes across 15 cancer types and to evaluate their utility as diagnostic and prognostic biomarkers. RESULTS: Severe alterations were found in the expression of different Kallikr...

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Autores principales: Tailor, Prashant D., Kodeboyina, Sai Karthik, Bai, Shan, Patel, Nikhil, Sharma, Shruti, Ratnani, Akshay, Copland, John A., She, Jin-Xiong, Sharma, Ashok
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5915161/
https://www.ncbi.nlm.nih.gov/pubmed/29707153
http://dx.doi.org/10.18632/oncotarget.24947
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author Tailor, Prashant D.
Kodeboyina, Sai Karthik
Bai, Shan
Patel, Nikhil
Sharma, Shruti
Ratnani, Akshay
Copland, John A.
She, Jin-Xiong
Sharma, Ashok
author_facet Tailor, Prashant D.
Kodeboyina, Sai Karthik
Bai, Shan
Patel, Nikhil
Sharma, Shruti
Ratnani, Akshay
Copland, John A.
She, Jin-Xiong
Sharma, Ashok
author_sort Tailor, Prashant D.
collection PubMed
description PURPOSE: The aim of this study was to compare and contrast the expression of all members of the Kallikrein (KLK) family of genes across 15 cancer types and to evaluate their utility as diagnostic and prognostic biomarkers. RESULTS: Severe alterations were found in the expression of different Kallikrein genes across various cancers. Interestingly, renal clear cell and papillary carcinomas have similar kallikrein expression profiles, whereas, chromophobe renal cell carcinoma has a unique expression profile. Several KLK genes have excellent biomarker potential (AUC > 0.90) for chromophobe renal cell carcinoma (KLK2, KLK3, KLK4, KLK7, KLK15), renal papillary carcinoma (KLK1, KLK6, KLK7), clear cell renal cell carcinoma (KLK1, KLK6), thyroid carcinoma (KLK2, KLK4, KLK13, KLK15) and colon adenocarcinoma (KLK6, KLK7, KLK8, KLK10). Several KLK genes were significantly associated with mortality in clear cell renal cell carcinoma (KLK2: HR = 1.69; KLK4: HR = 1.63; KLK8: HR = 1.71; KLK10: HR = 2.12; KLK11: HR = 1.76; KLK14: HR = 1.86), papillary renal cell carcinoma (KLK6: HR = 3.38, KLK7: HR = 2.50), urothelial bladder carcinoma (KLK5: HR = 1.89, KLK6: HR = 1.71, KLK8: HR = 1.60), and hepatocellular carcinoma (KLK13: HR = 1.75). METHODS: The RNA-seq gene expression data were downloaded from The Cancer Genome Atlas (TCGA). Statistical analyses, including differential expression analysis, receiver operating characteristic curves and survival analysis (Cox proportional-hazards regression models) were performed. CONCLUSIONS: A comprehensive analysis revealed the changes in the expression of different KLK genes associated with specific cancers and highlighted their potential as a diagnostic and prognostic tool.
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spelling pubmed-59151612018-04-27 Diagnostic and prognostic biomarker potential of kallikrein family genes in different cancer types Tailor, Prashant D. Kodeboyina, Sai Karthik Bai, Shan Patel, Nikhil Sharma, Shruti Ratnani, Akshay Copland, John A. She, Jin-Xiong Sharma, Ashok Oncotarget Research Paper PURPOSE: The aim of this study was to compare and contrast the expression of all members of the Kallikrein (KLK) family of genes across 15 cancer types and to evaluate their utility as diagnostic and prognostic biomarkers. RESULTS: Severe alterations were found in the expression of different Kallikrein genes across various cancers. Interestingly, renal clear cell and papillary carcinomas have similar kallikrein expression profiles, whereas, chromophobe renal cell carcinoma has a unique expression profile. Several KLK genes have excellent biomarker potential (AUC > 0.90) for chromophobe renal cell carcinoma (KLK2, KLK3, KLK4, KLK7, KLK15), renal papillary carcinoma (KLK1, KLK6, KLK7), clear cell renal cell carcinoma (KLK1, KLK6), thyroid carcinoma (KLK2, KLK4, KLK13, KLK15) and colon adenocarcinoma (KLK6, KLK7, KLK8, KLK10). Several KLK genes were significantly associated with mortality in clear cell renal cell carcinoma (KLK2: HR = 1.69; KLK4: HR = 1.63; KLK8: HR = 1.71; KLK10: HR = 2.12; KLK11: HR = 1.76; KLK14: HR = 1.86), papillary renal cell carcinoma (KLK6: HR = 3.38, KLK7: HR = 2.50), urothelial bladder carcinoma (KLK5: HR = 1.89, KLK6: HR = 1.71, KLK8: HR = 1.60), and hepatocellular carcinoma (KLK13: HR = 1.75). METHODS: The RNA-seq gene expression data were downloaded from The Cancer Genome Atlas (TCGA). Statistical analyses, including differential expression analysis, receiver operating characteristic curves and survival analysis (Cox proportional-hazards regression models) were performed. CONCLUSIONS: A comprehensive analysis revealed the changes in the expression of different KLK genes associated with specific cancers and highlighted their potential as a diagnostic and prognostic tool. Impact Journals LLC 2018-04-03 /pmc/articles/PMC5915161/ /pubmed/29707153 http://dx.doi.org/10.18632/oncotarget.24947 Text en Copyright: © 2018 Tailor et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) 3.0 (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Tailor, Prashant D.
Kodeboyina, Sai Karthik
Bai, Shan
Patel, Nikhil
Sharma, Shruti
Ratnani, Akshay
Copland, John A.
She, Jin-Xiong
Sharma, Ashok
Diagnostic and prognostic biomarker potential of kallikrein family genes in different cancer types
title Diagnostic and prognostic biomarker potential of kallikrein family genes in different cancer types
title_full Diagnostic and prognostic biomarker potential of kallikrein family genes in different cancer types
title_fullStr Diagnostic and prognostic biomarker potential of kallikrein family genes in different cancer types
title_full_unstemmed Diagnostic and prognostic biomarker potential of kallikrein family genes in different cancer types
title_short Diagnostic and prognostic biomarker potential of kallikrein family genes in different cancer types
title_sort diagnostic and prognostic biomarker potential of kallikrein family genes in different cancer types
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5915161/
https://www.ncbi.nlm.nih.gov/pubmed/29707153
http://dx.doi.org/10.18632/oncotarget.24947
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