Cargando…

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-...

Descripción completa

Detalles Bibliográficos
Autores principales: Fu, Qiang, Yang, Fan, Liao, Minxue, Feeney, Noel J., Deng, Kevin, Serifis, Nikolaos, Wei, Liang, Yang, Hongji, Chen, Kai, Deng, Shaoping, Markmann, James F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
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
_version_ 1783443574534176768
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
work_keys_str_mv AT fuqiang rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation
AT yangfan rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation
AT liaominxue rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation
AT feeneynoelj rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation
AT dengkevin rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation
AT serifisnikolaos rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation
AT weiliang rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation
AT yanghongji rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation
AT chenkai rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation
AT dengshaoping rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation
AT markmannjamesf rapgtpaseinteractorapotentialmarkerforcancerprognosisfollowingkidneytransplantation