TY - JOUR
T1 - Identification of prophylactic drugs for oxaliplatin-induced peripheral neuropathy using big data
AU - Zamami, Yoshito
AU - Niimura, Takahiro
AU - Kawashiri, Takehiro
AU - Goda, Mitsuhiro
AU - Naito, Yutaro
AU - Fukushima, Keijo
AU - Ushio, Soichiro
AU - Aizawa, Fuka
AU - Hamano, Hirofumi
AU - Okada, Naoto
AU - Yagi, Kenta
AU - Miyata, Koji
AU - Takechi, Kenshi
AU - Chuma, Masayuki
AU - Koyama, Toshihiro
AU - Kobayashi, Daisuke
AU - Shimazoe, Takao
AU - Fujino, Hiromichi
AU - Izawa-Ishizawa, Yuki
AU - Ishizawa, Keisuke
N1 - Funding Information:
This work was supported by the Japan Research Foundation for Clinical Pharmacology Grant [Grant no. 2018A10 ]; Japan Society for the Promotion of Science Grant-in-Aid for Transformative Research Areas (B) [Grant no.: 20H05798 ]; Grants-in-Aid for Scientific Research [Grant no.: 18K06785 ]; and Platform Project for Supporting Drug Discovery and Life Science Research (Basis for Supporting Innovative Drug Discovery and Life Science Research (BINDS)) from AMED [Grant no.: JP18am0101085 ]. The authors also received crowdfunding support launched by Otsucle (Organization for People with Universities) that aimed to aid the development of preventive drugs against the adverse effects of anticancer agents (Tokushima, Japan).
Publisher Copyright:
© 2022
PY - 2022/4
Y1 - 2022/4
N2 - Background: Drug repositioning is a cost-effective method to identify novel disease indications for approved drugs; it requires a shorter developmental period than conventional drug discovery methods. We aimed to identify prophylactic drugs for oxaliplatin-induced peripheral neuropathy by drug repositioning using data from large-scale medical information and life science information databases. Methods: Herein, we analyzed the reported data between 2007 and 2017 retrieved from the FDA's database of spontaneous adverse event reports (FAERS) and the LINCS database provided by the National Institute of Health. The efficacy of the drug candidates for oxaliplatin-induced peripheral neuropathy obtained from the database analysis was examined using a rat model of peripheral neuropathy. Additionally, we compared the incidence of peripheral neuropathy in patients who received oxaliplatin at the Tokushima University Hospital, Japan. The effects of statins on the animal model were examined in six-week-old male Sprague–Dawley rats and seven or eight-week-old male BALB/C mice. Retrospective medical chart review included clinical data from Tokushima University Hospital from April 2009 to March 2018. Results: Simvastatin, indicated for dyslipidemia, significantly reduced the severity of peripheral neuropathy and oxaliplatin-induced hyperalgesia. In the nerve tissue of model rats, the mRNA expression of Gstm1 increased with statin administration. A retrospective medical chart review using clinical data revealed that the incidence of peripheral neuropathy decreased with statin use. Conclusion and relevance: Thus, drug repositioning using data from large-scale basic and clinical databases enables the discovery of new indications for approved drugs with a high probability of success.
AB - Background: Drug repositioning is a cost-effective method to identify novel disease indications for approved drugs; it requires a shorter developmental period than conventional drug discovery methods. We aimed to identify prophylactic drugs for oxaliplatin-induced peripheral neuropathy by drug repositioning using data from large-scale medical information and life science information databases. Methods: Herein, we analyzed the reported data between 2007 and 2017 retrieved from the FDA's database of spontaneous adverse event reports (FAERS) and the LINCS database provided by the National Institute of Health. The efficacy of the drug candidates for oxaliplatin-induced peripheral neuropathy obtained from the database analysis was examined using a rat model of peripheral neuropathy. Additionally, we compared the incidence of peripheral neuropathy in patients who received oxaliplatin at the Tokushima University Hospital, Japan. The effects of statins on the animal model were examined in six-week-old male Sprague–Dawley rats and seven or eight-week-old male BALB/C mice. Retrospective medical chart review included clinical data from Tokushima University Hospital from April 2009 to March 2018. Results: Simvastatin, indicated for dyslipidemia, significantly reduced the severity of peripheral neuropathy and oxaliplatin-induced hyperalgesia. In the nerve tissue of model rats, the mRNA expression of Gstm1 increased with statin administration. A retrospective medical chart review using clinical data revealed that the incidence of peripheral neuropathy decreased with statin use. Conclusion and relevance: Thus, drug repositioning using data from large-scale basic and clinical databases enables the discovery of new indications for approved drugs with a high probability of success.
KW - Database
KW - Drug repositioning
KW - Oxaliplatin-induced peripheral neuropathy
KW - Simvastatin
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U2 - 10.1016/j.biopha.2022.112744
DO - 10.1016/j.biopha.2022.112744
M3 - Article
C2 - 35240525
AN - SCOPUS:85125389427
SN - 0753-3322
VL - 148
JO - Biomedicine and Pharmacotherapy
JF - Biomedicine and Pharmacotherapy
M1 - 112744
ER -