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基于转录组测序和虚拟药物筛选的胶质母细胞瘤患者药物再利用

Drug repurposing using transcriptome sequencing and virtual drug screening in a patient with glioblastoma.

机构信息

Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Staudinger Weg 5, 5512, Mainz, Germany.

Heidelberg Clinics for Integrative Diagnostics, Heidelberg, Germany.

出版信息

Invest New Drugs. 2021 Jun;39(3):670-685. doi: 10.1007/s10637-020-01037-7. Epub 2020 Dec 12.

DOI:10.1007/s10637-020-01037-7
PMID:33313992
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8068653/
Abstract

Background Precision medicine and drug repurposing are attractive strategies, especially for tumors with worse prognosis. Glioblastoma is a highly malignant brain tumor with limited treatment options and short survival times. We identified novel BRAF (47-438del) and PIK3R1 (G376R) mutations in a glioblastoma patient by RNA-sequencing. Methods The protein expression of BRAF and PIK3R1 as well as the lack of EGFR expression as analyzed by immunohistochemistry corroborated RNA-sequencing data. The expression of additional markers (AKT, SRC, mTOR, NF-κB, Ki-67) emphasized the aggressiveness of the tumor. Then, we screened a chemical library of > 1500 FDA-approved drugs and > 25,000 novel compounds in the ZINC database to find established drugs targeting BRAF47-438del and PIK3R1-G376R mutated proteins. Results Several compounds (including anthracyclines) bound with higher affinities than the control drugs (sorafenib and vemurafenib for BRAF and PI-103 and LY-294,002 for PIK3R1). Subsequent cytotoxicity analyses showed that anthracyclines might be suitable drug candidates. Aclarubicin revealed higher cytotoxicity than both sorafenib and vemurafenib, whereas idarubicin and daunorubicin revealed higher cytotoxicity than LY-294,002. Liposomal formulations of anthracyclines may be suitable to cross the blood brain barrier. Conclusions In conclusion, we identified novel small molecules via a drug repurposing approach that could be effectively used for personalized glioblastoma therapy especially for patients carrying BRAF47-438del and PIK3R1-G376R mutations.

摘要

背景 精准医学和药物重定位是很有吸引力的策略,尤其是对于预后较差的肿瘤。胶质母细胞瘤是一种高度恶性的脑肿瘤,治疗选择有限,生存时间短。我们通过 RNA 测序在一名胶质母细胞瘤患者中发现了新的 BRAF(47-438del)和 PIK3R1(G376R)突变。

方法 通过免疫组织化学分析 BRAF 和 PIK3R1 的蛋白表达以及缺乏 EGFR 表达,证实了 RNA 测序数据。表达额外的标志物(AKT、SRC、mTOR、NF-κB、Ki-67)强调了肿瘤的侵袭性。然后,我们在 ZINC 数据库中筛选了超过 1500 种 FDA 批准的药物和超过 25000 种新型化合物的化学文库,以寻找针对 BRAF47-438del 和 PIK3R1-G376R 突变蛋白的已建立药物。

结果 几种化合物(包括蒽环类药物)与对照药物(BRAF 的索拉非尼和维莫非尼以及 PIK3R1 的 PI-103 和 LY-294002)的结合亲和力更高。随后的细胞毒性分析表明,蒽环类药物可能是合适的候选药物。阿克拉霉素的细胞毒性高于索拉非尼和维莫非尼,而伊达比星和柔红霉素的细胞毒性高于 LY-294002。蒽环类药物的脂质体制剂可能适合穿越血脑屏障。

结论 总之,我们通过药物重定位方法发现了新的小分子,这些小分子可能特别适合携带 BRAF47-438del 和 PIK3R1-G376R 突变的胶质母细胞瘤患者的个性化治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/22e7f7520696/10637_2020_1037_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/62d78c43c824/10637_2020_1037_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/8679a0f78705/10637_2020_1037_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/5c6af4841e0e/10637_2020_1037_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/3c791dd5c942/10637_2020_1037_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/d9012b8080fa/10637_2020_1037_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/22e7f7520696/10637_2020_1037_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/62d78c43c824/10637_2020_1037_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/8679a0f78705/10637_2020_1037_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/5c6af4841e0e/10637_2020_1037_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/3c791dd5c942/10637_2020_1037_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/d9012b8080fa/10637_2020_1037_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb8e/8068653/22e7f7520696/10637_2020_1037_Fig6_HTML.jpg

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