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逆转癌症基因表达可鉴定弥漫性内生脑桥胶质瘤的再利用药物。

Reversal of cancer gene expression identifies repurposed drugs for diffuse intrinsic pontine glioma.

机构信息

Department of Pediatrics, New York University Langone Health, 160 East 32nd St., New York, NY, 10016, USA.

Department of Pediatrics and Human Development, Michigan State University, Secchia Center, Room 732, 15 Michigan St. NE, Grand Rapids, MI, 49503, USA.

出版信息

Acta Neuropathol Commun. 2022 Oct 23;10(1):150. doi: 10.1186/s40478-022-01463-z.

Abstract

Diffuse intrinsic pontine glioma (DIPG) is an aggressive incurable brainstem tumor that targets young children. Complete resection is not possible, and chemotherapy and radiotherapy are currently only palliative. This study aimed to identify potential therapeutic agents using a computational pipeline to perform an in silico screen for novel drugs. We then tested the identified drugs against a panel of patient-derived DIPG cell lines. Using a systematic computational approach with publicly available databases of gene signature in DIPG patients and cancer cell lines treated with a library of clinically available drugs, we identified drug hits with the ability to reverse a DIPG gene signature to one that matches normal tissue background. The biological and molecular effects of drug treatment was analyzed by cell viability assay and RNA sequence. In vivo DIPG mouse model survival studies were also conducted. As a result, two of three identified drugs showed potency against the DIPG cell lines Triptolide and mycophenolate mofetil (MMF) demonstrated significant inhibition of cell viability in DIPG cell lines. Guanosine rescued reduced cell viability induced by MMF. In vivo, MMF treatment significantly inhibited tumor growth in subcutaneous xenograft mice models. In conclusion, we identified clinically available drugs with the ability to reverse DIPG gene signatures and anti-DIPG activity in vitro and in vivo. This novel approach can repurpose drugs and significantly decrease the cost and time normally required in drug discovery.

摘要

弥漫内生型脑桥胶质瘤(DIPG)是一种侵袭性的、无法治愈的脑干肿瘤,主要发生在儿童身上。由于无法进行完全切除,目前化疗和放疗仅能起到姑息作用。本研究旨在利用计算流程识别潜在的治疗药物,通过计算机筛选寻找新的药物。然后,我们针对一组患者来源的 DIPG 细胞系测试了鉴定出的药物。我们使用一种系统的计算方法,利用 DIPG 患者和经临床可用药物库处理的癌症细胞系的基因特征的公开数据库,鉴定出能够将 DIPG 基因特征逆转成与正常组织背景相匹配的药物。通过细胞活力测定和 RNA 序列分析来研究药物治疗的生物学和分子效应。还进行了体内 DIPG 小鼠模型的生存研究。结果,三种鉴定出的药物中有两种具有针对 DIPG 细胞系的活性,雷公藤内酯和吗替麦考酚酯(MMF)显著抑制 DIPG 细胞系的细胞活力。鸟苷可挽救 MMF 诱导的细胞活力降低。体内,MMF 治疗显著抑制了皮下异种移植小鼠模型中的肿瘤生长。总之,我们鉴定出了具有逆转 DIPG 基因特征和体外及体内抗 DIPG 活性的临床可用药物。这种新方法可以重新利用药物,显著降低药物发现通常所需的成本和时间。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9144/9590174/2a875e75ada7/40478_2022_1463_Fig1_HTML.jpg

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