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Rap GTPase Interactor: A Potential Marker for Cancer Prognosis Following Kidney Transplantation
Post-transplant (post-Tx) kidney cancer has become the second-highest cause of death in kidney recipients. Late diagnosis and treatment are the main reasons for high mortality. Further research into early diagnosis and potential treatment is therefore required. In this current study, through genome-...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2019
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692533/ https://www.ncbi.nlm.nih.gov/pubmed/31448237 http://dx.doi.org/10.3389/fonc.2019.00737 |
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author | Fu, Qiang Yang, Fan Liao, Minxue Feeney, Noel J. Deng, Kevin Serifis, Nikolaos Wei, Liang Yang, Hongji Chen, Kai Deng, Shaoping Markmann, James F. |
author_facet | Fu, Qiang Yang, Fan Liao, Minxue Feeney, Noel J. Deng, Kevin Serifis, Nikolaos Wei, Liang Yang, Hongji Chen, Kai Deng, Shaoping Markmann, James F. |
author_sort | Fu, Qiang |
collection | PubMed |
description | Post-transplant (post-Tx) kidney cancer has become the second-highest cause of death in kidney recipients. Late diagnosis and treatment are the main reasons for high mortality. Further research into early diagnosis and potential treatment is therefore required. In this current study, through genome-wide RNA-Seq profile analysis of post-Tx malignant blood samples and post-Tx non-malignant control blood samples (CTRL-Tx), we found Rap GTPase Interactor (RADIL) and Aprataxin (APTX) to be the most meaningful markers for cancer diagnosis. Receiver operating characteristic (ROC) curve analysis showed that the area under the curve (AUC) of the RADIL-APTX signature model was 0.92 (P < 0.0001). Similarly, the AUC of RADIL alone was 0.91 (P < 0.0001) and that of APTX was 0.81 (P = 0.001). Additionally, using a semi-supervised method, we found that RADIL alone could better predict malignancies in kidney transplantation recipients than APTX alone. Kaplan-Meier analysis indicated that RADIL was expressed significantly higher in the early stages (I and II) of kidney, liver, stomach, and pancreatic cancer, suggesting the potential use of RADIL in early diagnosis. Multivariable Cox regression analysis found that RADIL together with other factors (including age, stage III, stage IV and CD8+ T cells) play a key role in kidney cancer development. Among those factors, RADIL could promote kidney cancer development (HR > 1, P < 0.05) while CD8+ T cells could inhibit kidney cancer development (HR < 1, P < 0.05). RADIL may be a new immunotherapy target for kidney cancer post kidney transplantation. |
format | Online Article Text |
id | pubmed-6692533 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-66925332019-08-23 Rap GTPase Interactor: A Potential Marker for Cancer Prognosis Following Kidney Transplantation Fu, Qiang Yang, Fan Liao, Minxue Feeney, Noel J. Deng, Kevin Serifis, Nikolaos Wei, Liang Yang, Hongji Chen, Kai Deng, Shaoping Markmann, James F. Front Oncol Oncology Post-transplant (post-Tx) kidney cancer has become the second-highest cause of death in kidney recipients. Late diagnosis and treatment are the main reasons for high mortality. Further research into early diagnosis and potential treatment is therefore required. In this current study, through genome-wide RNA-Seq profile analysis of post-Tx malignant blood samples and post-Tx non-malignant control blood samples (CTRL-Tx), we found Rap GTPase Interactor (RADIL) and Aprataxin (APTX) to be the most meaningful markers for cancer diagnosis. Receiver operating characteristic (ROC) curve analysis showed that the area under the curve (AUC) of the RADIL-APTX signature model was 0.92 (P < 0.0001). Similarly, the AUC of RADIL alone was 0.91 (P < 0.0001) and that of APTX was 0.81 (P = 0.001). Additionally, using a semi-supervised method, we found that RADIL alone could better predict malignancies in kidney transplantation recipients than APTX alone. Kaplan-Meier analysis indicated that RADIL was expressed significantly higher in the early stages (I and II) of kidney, liver, stomach, and pancreatic cancer, suggesting the potential use of RADIL in early diagnosis. Multivariable Cox regression analysis found that RADIL together with other factors (including age, stage III, stage IV and CD8+ T cells) play a key role in kidney cancer development. Among those factors, RADIL could promote kidney cancer development (HR > 1, P < 0.05) while CD8+ T cells could inhibit kidney cancer development (HR < 1, P < 0.05). RADIL may be a new immunotherapy target for kidney cancer post kidney transplantation. Frontiers Media S.A. 2019-08-07 /pmc/articles/PMC6692533/ /pubmed/31448237 http://dx.doi.org/10.3389/fonc.2019.00737 Text en Copyright © 2019 Fu, Yang, Liao, Feeney, Deng, Serifis, Wei, Yang, Chen, Deng and Markmann. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Fu, Qiang Yang, Fan Liao, Minxue Feeney, Noel J. Deng, Kevin Serifis, Nikolaos Wei, Liang Yang, Hongji Chen, Kai Deng, Shaoping Markmann, James F. Rap GTPase Interactor: A Potential Marker for Cancer Prognosis Following Kidney Transplantation |
title | Rap GTPase Interactor: A Potential Marker for Cancer Prognosis Following Kidney Transplantation |
title_full | Rap GTPase Interactor: A Potential Marker for Cancer Prognosis Following Kidney Transplantation |
title_fullStr | Rap GTPase Interactor: A Potential Marker for Cancer Prognosis Following Kidney Transplantation |
title_full_unstemmed | Rap GTPase Interactor: A Potential Marker for Cancer Prognosis Following Kidney Transplantation |
title_short | Rap GTPase Interactor: A Potential Marker for Cancer Prognosis Following Kidney Transplantation |
title_sort | rap gtpase interactor: a potential marker for cancer prognosis following kidney transplantation |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692533/ https://www.ncbi.nlm.nih.gov/pubmed/31448237 http://dx.doi.org/10.3389/fonc.2019.00737 |
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