Literature DB >> 36274161

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

Guisheng Zhao1, Patrick Newbury2, Yukitomo Ishi3,4, Eugene Chekalin2, Billy Zeng2, Benjamin S Glicksberg5,6, Anita Wen2, Shreya Paithankar2, Takahiro Sasaki7,8, Amreena Suri3,4, Javad Nazarian9,10, Michael E Pacold11, Daniel J Brat12, Theodore Nicolaides1, Bin Chen13,14,15, Rintaro Hashizume16,17,18.   

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.
© 2022. The Author(s).

Entities:  

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

Year:  2022        PMID: 36274161     DOI: 10.1186/s40478-022-01463-z

Source DB:  PubMed          Journal:  Acta Neuropathol Commun        ISSN: 2051-5960            Impact factor:   7.578


  57 in total

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Authors:  A C Allison; S J Almquist; C D Muller; E M Eugui
Journal:  Transplant Proc       Date:  1991-04       Impact factor: 1.066

Review 2.  Mycophenolate mofetil and its mechanisms of action.

Authors:  A C Allison; E M Eugui
Journal:  Immunopharmacology       Date:  2000-05

Review 3.  The design and development of an immunosuppressive drug, mycophenolate mofetil.

Authors:  A C Allison; E M Eugui
Journal:  Springer Semin Immunopathol       Date:  1993

Review 4.  Therapeutic potential and molecular mechanisms of mycophenolic acid as an anticancer agent.

Authors:  Juthipong Benjanuwattra; Parunya Chaiyawat; Dumnoensun Pruksakorn; Nut Koonrungsesomboon
Journal:  Eur J Pharmacol       Date:  2020-09-17       Impact factor: 4.432

5.  An experimental xenograft mouse model of diffuse pontine glioma designed for therapeutic testing.

Authors:  Yasuyuki Aoki; Rintaro Hashizume; Tomoko Ozawa; Anu Banerjee; Michael Prados; C David James; Nalin Gupta
Journal:  J Neurooncol       Date:  2012-01-10       Impact factor: 4.130

6.  Evidence for the involvement of cytosolic 5'-nucleotidase (cN-II) in the synthesis of guanine nucleotides from xanthosine.

Authors:  Catia Barsotti; Rossana Pesi; Michela Giannecchini; Piero L Ipata
Journal:  J Biol Chem       Date:  2005-02-06       Impact factor: 5.157

7.  Immunological observations on patients with Lesch-Nyhan syndrome, and on the role of de-novo purine synthesis in lymphocyte transformation.

Authors:  A C Allison; T Hovi; R W Watts; A D Webster
Journal:  Lancet       Date:  1975-12-13       Impact factor: 79.321

8.  Myc-dependent purine biosynthesis affects nucleolar stress and therapy response in prostate cancer.

Authors:  Stefan J Barfeld; Ladan Fazli; Margareta Persson; Lisette Marjavaara; Alfonso Urbanucci; Kirsi M Kaukoniemi; Paul S Rennie; Yvonne Ceder; Andrei Chabes; Tapio Visakorpi; Ian G Mills
Journal:  Oncotarget       Date:  2015-05-20

9.  Reversal of cancer gene expression correlates with drug efficacy and reveals therapeutic targets.

Authors:  Bin Chen; Li Ma; Hyojung Paik; Marina Sirota; Wei Wei; Mei-Sze Chua; Samuel So; Atul J Butte
Journal:  Nat Commun       Date:  2017-07-12       Impact factor: 14.919

10.  PD-0332991, a CDK4/6 inhibitor, significantly prolongs survival in a genetically engineered mouse model of brainstem glioma.

Authors:  Kelly L Barton; Katherine Misuraca; Francisco Cordero; Elena Dobrikova; Hooney D Min; Matthias Gromeier; David G Kirsch; Oren J Becher
Journal:  PLoS One       Date:  2013-10-02       Impact factor: 3.240

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