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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2018
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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. |
format | Online Article Text |
id | pubmed-5915161 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
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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