Cargando…

Lactotransferrin Downregulation Serves as a Potential Predictor for the Therapeutic Effectiveness of mTOR Inhibitors in the Metastatic Clear Cell Renal Cell Carcinoma without PTEN Mutation

Approximately 30% of clear cell renal cell carcinoma (ccRCC) patients develop metastatic spread at the first diagnosis. Therefore, identifying a useful biomarker to predict ccRCC metastasis or therapeutic effectiveness in ccRCC patients is urgently needed. Previously, we demonstrated that lactotrans...

Descripción completa

Detalles Bibliográficos
Autores principales: Zheng, Jing-Quan, Lin, Che-Hsuan, Lee, Hsun-Hua, Wang, Wen-Ke, Tong, Yiu-Shun, Lee, Kang-Yun, Chiu, Hui-Wen, Lin, Yuan-Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8698394/
https://www.ncbi.nlm.nih.gov/pubmed/34944711
http://dx.doi.org/10.3390/biomedicines9121896
_version_ 1784620269310050304
author Zheng, Jing-Quan
Lin, Che-Hsuan
Lee, Hsun-Hua
Wang, Wen-Ke
Tong, Yiu-Shun
Lee, Kang-Yun
Chiu, Hui-Wen
Lin, Yuan-Feng
author_facet Zheng, Jing-Quan
Lin, Che-Hsuan
Lee, Hsun-Hua
Wang, Wen-Ke
Tong, Yiu-Shun
Lee, Kang-Yun
Chiu, Hui-Wen
Lin, Yuan-Feng
author_sort Zheng, Jing-Quan
collection PubMed
description Approximately 30% of clear cell renal cell carcinoma (ccRCC) patients develop metastatic spread at the first diagnosis. Therefore, identifying a useful biomarker to predict ccRCC metastasis or therapeutic effectiveness in ccRCC patients is urgently needed. Previously, we demonstrated that lactotransferrin (LTF) downregulation enhanced the metastatic potential of ccRCC. Here, we show that LTF expression conversely associates with the mTORC1 activity as simulated by gene set enrichment analysis (GSEA). Moreover, Western blot analyses revealed that the LTF knockdown promoted, but the inclusion of recombinant human LTF protein suppressed, the phosphorylation of Akt/mTOR proteins in the detected ccRCC cells. Kaplan–Meier analyses demonstrated that the signature of combining an upregulated mTORC1 activity with a downregulated LTF expression referred to a worse overall and progression-free survival probabilities and associated with distant cancer metastasis in TCGA ccRCC patients. Furthermore, we found that the LTF-suppressed Akt/mTOR activation triggered an increased formation of autophagy in the highly metastatic ccRCC cells. The addition of autophagy inhibitor 3-methyadenine restored the LTF-suppressed cellular migration ability of highly metastatic ccRCC cells. Receiver operating characteristic (ROC) analyses showed that the expression of the LTF and MTORC1 gene set, not the autophagy gene set, could be the useful biomarkers to predict 5-year overall survival rate and cancer progression in ccRCC patients. Significantly, the signature of combining mTORC1 upregulation and LTF downregulation was shown as an independent prognostic factor in a multivariate analysis under the progression-free survival condition using the TCGA ccRCC database. Finally, the treatment with mTOR inhibitor rapamycin predominantly reduced the formation of autophagy and ultimately mitigated the cellular migration ability of ccRCC cells with LTF knockdown. Our findings suggest that LTF downregulation is a biomarker for guiding the use of mTOR inhibitors to combat metastatic ccRCC in the clinic.
format Online
Article
Text
id pubmed-8698394
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-86983942021-12-24 Lactotransferrin Downregulation Serves as a Potential Predictor for the Therapeutic Effectiveness of mTOR Inhibitors in the Metastatic Clear Cell Renal Cell Carcinoma without PTEN Mutation Zheng, Jing-Quan Lin, Che-Hsuan Lee, Hsun-Hua Wang, Wen-Ke Tong, Yiu-Shun Lee, Kang-Yun Chiu, Hui-Wen Lin, Yuan-Feng Biomedicines Article Approximately 30% of clear cell renal cell carcinoma (ccRCC) patients develop metastatic spread at the first diagnosis. Therefore, identifying a useful biomarker to predict ccRCC metastasis or therapeutic effectiveness in ccRCC patients is urgently needed. Previously, we demonstrated that lactotransferrin (LTF) downregulation enhanced the metastatic potential of ccRCC. Here, we show that LTF expression conversely associates with the mTORC1 activity as simulated by gene set enrichment analysis (GSEA). Moreover, Western blot analyses revealed that the LTF knockdown promoted, but the inclusion of recombinant human LTF protein suppressed, the phosphorylation of Akt/mTOR proteins in the detected ccRCC cells. Kaplan–Meier analyses demonstrated that the signature of combining an upregulated mTORC1 activity with a downregulated LTF expression referred to a worse overall and progression-free survival probabilities and associated with distant cancer metastasis in TCGA ccRCC patients. Furthermore, we found that the LTF-suppressed Akt/mTOR activation triggered an increased formation of autophagy in the highly metastatic ccRCC cells. The addition of autophagy inhibitor 3-methyadenine restored the LTF-suppressed cellular migration ability of highly metastatic ccRCC cells. Receiver operating characteristic (ROC) analyses showed that the expression of the LTF and MTORC1 gene set, not the autophagy gene set, could be the useful biomarkers to predict 5-year overall survival rate and cancer progression in ccRCC patients. Significantly, the signature of combining mTORC1 upregulation and LTF downregulation was shown as an independent prognostic factor in a multivariate analysis under the progression-free survival condition using the TCGA ccRCC database. Finally, the treatment with mTOR inhibitor rapamycin predominantly reduced the formation of autophagy and ultimately mitigated the cellular migration ability of ccRCC cells with LTF knockdown. Our findings suggest that LTF downregulation is a biomarker for guiding the use of mTOR inhibitors to combat metastatic ccRCC in the clinic. MDPI 2021-12-13 /pmc/articles/PMC8698394/ /pubmed/34944711 http://dx.doi.org/10.3390/biomedicines9121896 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zheng, Jing-Quan
Lin, Che-Hsuan
Lee, Hsun-Hua
Wang, Wen-Ke
Tong, Yiu-Shun
Lee, Kang-Yun
Chiu, Hui-Wen
Lin, Yuan-Feng
Lactotransferrin Downregulation Serves as a Potential Predictor for the Therapeutic Effectiveness of mTOR Inhibitors in the Metastatic Clear Cell Renal Cell Carcinoma without PTEN Mutation
title Lactotransferrin Downregulation Serves as a Potential Predictor for the Therapeutic Effectiveness of mTOR Inhibitors in the Metastatic Clear Cell Renal Cell Carcinoma without PTEN Mutation
title_full Lactotransferrin Downregulation Serves as a Potential Predictor for the Therapeutic Effectiveness of mTOR Inhibitors in the Metastatic Clear Cell Renal Cell Carcinoma without PTEN Mutation
title_fullStr Lactotransferrin Downregulation Serves as a Potential Predictor for the Therapeutic Effectiveness of mTOR Inhibitors in the Metastatic Clear Cell Renal Cell Carcinoma without PTEN Mutation
title_full_unstemmed Lactotransferrin Downregulation Serves as a Potential Predictor for the Therapeutic Effectiveness of mTOR Inhibitors in the Metastatic Clear Cell Renal Cell Carcinoma without PTEN Mutation
title_short Lactotransferrin Downregulation Serves as a Potential Predictor for the Therapeutic Effectiveness of mTOR Inhibitors in the Metastatic Clear Cell Renal Cell Carcinoma without PTEN Mutation
title_sort lactotransferrin downregulation serves as a potential predictor for the therapeutic effectiveness of mtor inhibitors in the metastatic clear cell renal cell carcinoma without pten mutation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8698394/
https://www.ncbi.nlm.nih.gov/pubmed/34944711
http://dx.doi.org/10.3390/biomedicines9121896
work_keys_str_mv AT zhengjingquan lactotransferrindownregulationservesasapotentialpredictorforthetherapeuticeffectivenessofmtorinhibitorsinthemetastaticclearcellrenalcellcarcinomawithoutptenmutation
AT linchehsuan lactotransferrindownregulationservesasapotentialpredictorforthetherapeuticeffectivenessofmtorinhibitorsinthemetastaticclearcellrenalcellcarcinomawithoutptenmutation
AT leehsunhua lactotransferrindownregulationservesasapotentialpredictorforthetherapeuticeffectivenessofmtorinhibitorsinthemetastaticclearcellrenalcellcarcinomawithoutptenmutation
AT wangwenke lactotransferrindownregulationservesasapotentialpredictorforthetherapeuticeffectivenessofmtorinhibitorsinthemetastaticclearcellrenalcellcarcinomawithoutptenmutation
AT tongyiushun lactotransferrindownregulationservesasapotentialpredictorforthetherapeuticeffectivenessofmtorinhibitorsinthemetastaticclearcellrenalcellcarcinomawithoutptenmutation
AT leekangyun lactotransferrindownregulationservesasapotentialpredictorforthetherapeuticeffectivenessofmtorinhibitorsinthemetastaticclearcellrenalcellcarcinomawithoutptenmutation
AT chiuhuiwen lactotransferrindownregulationservesasapotentialpredictorforthetherapeuticeffectivenessofmtorinhibitorsinthemetastaticclearcellrenalcellcarcinomawithoutptenmutation
AT linyuanfeng lactotransferrindownregulationservesasapotentialpredictorforthetherapeuticeffectivenessofmtorinhibitorsinthemetastaticclearcellrenalcellcarcinomawithoutptenmutation