Cargando…
An Integrated In Silico and In Vivo Approach to Identify Protective Effects of Palonosetron in Cisplatin-Induced Nephrotoxicity
Cisplatin is widely used to treat various types of cancers, but it is often limited by nephrotoxicity. Here, we employed an integrated in silico and in vivo approach to identify potential treatments for cisplatin-induced nephrotoxicity (CIN). Using publicly available mouse kidney and human kidney or...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7766590/ https://www.ncbi.nlm.nih.gov/pubmed/33419241 http://dx.doi.org/10.3390/ph13120480 |
_version_ | 1783628755054362624 |
---|---|
author | Wakai, Eri Suzumura, Yuya Ikemura, Kenji Mizuno, Toshiro Watanabe, Masatoshi Takeuchi, Kazuhiko Nishimura, Yuhei |
author_facet | Wakai, Eri Suzumura, Yuya Ikemura, Kenji Mizuno, Toshiro Watanabe, Masatoshi Takeuchi, Kazuhiko Nishimura, Yuhei |
author_sort | Wakai, Eri |
collection | PubMed |
description | Cisplatin is widely used to treat various types of cancers, but it is often limited by nephrotoxicity. Here, we employed an integrated in silico and in vivo approach to identify potential treatments for cisplatin-induced nephrotoxicity (CIN). Using publicly available mouse kidney and human kidney organoid transcriptome datasets, we first identified a 208-gene expression signature for CIN and then used the bioinformatics database Cmap and Lincs Unified Environment (CLUE) to identify drugs expected to counter the expression signature for CIN. We also searched the adverse event database, Food and Drug Administration. Adverse Event Reporting System (FAERS), to identify drugs that reduce the reporting odds ratio of developing cisplatin-induced acute kidney injury. Palonosetron, a serotonin type 3 receptor (5-hydroxytryptamine receptor 3 (5-HT3R)) antagonist, was identified by both CLUE and FAERS analyses. Notably, clinical data from 103 patients treated with cisplatin for head and neck cancer revealed that palonosetron was superior to ramosetron in suppressing cisplatin-induced increases in serum creatinine and blood urea nitrogen levels. Moreover, palonosetron significantly increased the survival rate of zebrafish exposed to cisplatin but not to other 5-HT3R antagonists. These results not only suggest that palonosetron can suppress CIN but also support the use of in silico and in vivo approaches in drug repositioning studies. |
format | Online Article Text |
id | pubmed-7766590 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77665902020-12-28 An Integrated In Silico and In Vivo Approach to Identify Protective Effects of Palonosetron in Cisplatin-Induced Nephrotoxicity Wakai, Eri Suzumura, Yuya Ikemura, Kenji Mizuno, Toshiro Watanabe, Masatoshi Takeuchi, Kazuhiko Nishimura, Yuhei Pharmaceuticals (Basel) Article Cisplatin is widely used to treat various types of cancers, but it is often limited by nephrotoxicity. Here, we employed an integrated in silico and in vivo approach to identify potential treatments for cisplatin-induced nephrotoxicity (CIN). Using publicly available mouse kidney and human kidney organoid transcriptome datasets, we first identified a 208-gene expression signature for CIN and then used the bioinformatics database Cmap and Lincs Unified Environment (CLUE) to identify drugs expected to counter the expression signature for CIN. We also searched the adverse event database, Food and Drug Administration. Adverse Event Reporting System (FAERS), to identify drugs that reduce the reporting odds ratio of developing cisplatin-induced acute kidney injury. Palonosetron, a serotonin type 3 receptor (5-hydroxytryptamine receptor 3 (5-HT3R)) antagonist, was identified by both CLUE and FAERS analyses. Notably, clinical data from 103 patients treated with cisplatin for head and neck cancer revealed that palonosetron was superior to ramosetron in suppressing cisplatin-induced increases in serum creatinine and blood urea nitrogen levels. Moreover, palonosetron significantly increased the survival rate of zebrafish exposed to cisplatin but not to other 5-HT3R antagonists. These results not only suggest that palonosetron can suppress CIN but also support the use of in silico and in vivo approaches in drug repositioning studies. MDPI 2020-12-20 /pmc/articles/PMC7766590/ /pubmed/33419241 http://dx.doi.org/10.3390/ph13120480 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wakai, Eri Suzumura, Yuya Ikemura, Kenji Mizuno, Toshiro Watanabe, Masatoshi Takeuchi, Kazuhiko Nishimura, Yuhei An Integrated In Silico and In Vivo Approach to Identify Protective Effects of Palonosetron in Cisplatin-Induced Nephrotoxicity |
title | An Integrated In Silico and In Vivo Approach to Identify Protective Effects of Palonosetron in Cisplatin-Induced Nephrotoxicity |
title_full | An Integrated In Silico and In Vivo Approach to Identify Protective Effects of Palonosetron in Cisplatin-Induced Nephrotoxicity |
title_fullStr | An Integrated In Silico and In Vivo Approach to Identify Protective Effects of Palonosetron in Cisplatin-Induced Nephrotoxicity |
title_full_unstemmed | An Integrated In Silico and In Vivo Approach to Identify Protective Effects of Palonosetron in Cisplatin-Induced Nephrotoxicity |
title_short | An Integrated In Silico and In Vivo Approach to Identify Protective Effects of Palonosetron in Cisplatin-Induced Nephrotoxicity |
title_sort | integrated in silico and in vivo approach to identify protective effects of palonosetron in cisplatin-induced nephrotoxicity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7766590/ https://www.ncbi.nlm.nih.gov/pubmed/33419241 http://dx.doi.org/10.3390/ph13120480 |
work_keys_str_mv | AT wakaieri anintegratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT suzumurayuya anintegratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT ikemurakenji anintegratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT mizunotoshiro anintegratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT watanabemasatoshi anintegratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT takeuchikazuhiko anintegratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT nishimurayuhei anintegratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT wakaieri integratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT suzumurayuya integratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT ikemurakenji integratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT mizunotoshiro integratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT watanabemasatoshi integratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT takeuchikazuhiko integratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity AT nishimurayuhei integratedinsilicoandinvivoapproachtoidentifyprotectiveeffectsofpalonosetronincisplatininducednephrotoxicity |