4.6 Article

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

期刊

出版社

BMC
DOI: 10.1186/s40478-022-01463-z

关键词

Diffuse intrinsic pontine glioma; Computational approach; Machine learning; Drug repurposing; Mycophenolate mofetil

资金

  1. Making Headway Foundation
  2. Bear Necessities Pediatric Cancer Foundation
  3. Rally Foundation for Childhood Cancer Research
  4. St Baldrick's Foundation
  5. Alex's Lemonade Stand Foundation for Childhood Cancer
  6. U.S. National Institutes of Health [R01GM134307, K01ES028047, R01NS126513]

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This study used a computational pipeline and cell experiments to identify potential drugs for treating diffuse intrinsic pontine glioma (DIPG). Two drugs, Triptolide and mycophenolate mofetil (MMF), were found to have the ability to reverse DIPG gene signatures and inhibit tumor growth in both in vitro and in vivo models. This novel approach allows for drug repurposing and reduces the cost and time required for drug discovery.
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.

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