Evidence map›Paper›PMID 36274161›Full record

ArticleActa neuropathologica communications2022

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

Guisheng Zhao, Patrick Newbury, Yukitomo Ishi, Eugene Chekalin, Billy Zeng, Benjamin S Glicksberg, Anita Wen, Shreya Paithankar, Takahiro Sasaki, Amreena Suri and 6 more

Open access · goldAbstract read
In one paragraph

Article in Acta neuropathologica communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
7.8field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 53 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors at 5 institutions in 3 countries.

Guisheng Zhao *Department of Pediatrics, New York University Langone Health, 160 East 32nd St., New York, NY, 10016, USA.
Patrick Newbury *Department of Pediatrics and Human Development, Michigan State University, Secchia Center, Room 732, 15 Michigan St. NE, Grand Rapids, MI, 49503, USA.
Yukitomo Ishi *Department of Pediatrics, Northwestern University Feinberg School of Medicine, 303 East Superior St., Simpson Querrey 4-514, Chicago, IL, 60611, USA.
Eugene ChekalinDepartment of Pediatrics and Human Development, Michigan State University, Secchia Center, Room 732, 15 Michigan St. NE, Grand Rapids, MI, 49503, USA.
Billy ZengDepartment of Pediatrics and Human Development, Michigan State University, Secchia Center, Room 732, 15 Michigan St. NE, Grand Rapids, MI, 49503, USA.
Benjamin S GlicksbergDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY, 10029, USA.
Anita WenDepartment of Pediatrics and Human Development, Michigan State University, Secchia Center, Room 732, 15 Michigan St. NE, Grand Rapids, MI, 49503, USA.
Shreya PaithankarDepartment of Pediatrics and Human Development, Michigan State University, Secchia Center, Room 732, 15 Michigan St. NE, Grand Rapids, MI, 49503, USA.
Takahiro SasakiDepartment of Neurological Surgery, Northwestern University Feinberg School of Medicine, 303 East Superior St., Chicago, IL, 60611, USA.
Amreena SuriDepartment of Pediatrics, Northwestern University Feinberg School of Medicine, 303 East Superior St., Simpson Querrey 4-514, Chicago, IL, 60611, USA.
Javad NazarianChildren's National Medical Center, 111 Michigan Avenue NW, Washington, DC, 20010, USA.
Michael E PacoldDepartment of Radiation Oncology, New York University Langone Health, 550 First Avenue, New York, NY, 10016, USA.
Daniel J BratDepartment of Pathology, Robert H. Lurie Cancer Center, Northwestern University Feinberg School of Medicine, 303 E. Chicago Ave., Chicago, IL, 60611, USA.
Theodore NicolaidesDepartment of Pediatrics, New York University Langone Health, 160 East 32nd St., New York, NY, 10016, USA.
Bin ChenDepartment of Pediatrics and Human Development, Michigan State University, Secchia Center, Room 732, 15 Michigan St. NE, Grand Rapids, MI, 49503, USA. chenbi12@msu.edu.
Rintaro HashizumeDepartment of Pediatrics, Northwestern University Feinberg School of Medicine, 303 East Superior St., Simpson Querrey 4-514, Chicago, IL, 60611, USA. rintaro.hashizume@northwestern.edu.ORCID 0000-0002-9373-7831
Michigan State University · USNorthwestern University · USNYU Langone Health · USChildren's National · USIcahn School of Medicine at Mount Sinai · US

Funding

Repurpose open data to discover therapeutics for understudied diseasesR01GM134307 · NIGMS · MICHIGAN STATE UNIVERSITY · PI CHEN, BIN · 2019 to 2023
$2.5M
Targeting Transcriptional Elongation in Pediatric GliomaR01NS126513 · NINDS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI Rintaro Hashizume · 2022 to 2026
$1.9M
Integrating transcriptomic, proteomic and pharmacogenomic data to inform individualized therapy in cancersK01ES028047 · NIEHS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI CHEN, BIN · 2017 to 2020
$682k
NIEHS NIH HHS K01 ES028047NIGMS NIH HHS R01 GM134307NINDS NIH HHS R01 NS126513
6 · The paper itself

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.

Indexed as

AstrocytomaBrain Stem NeoplasmsDiffuse Intrinsic Pontine GliomaGliomaAnimalsGene ExpressionGuanosineHumansMiceMycophenolic AcidGuanosineMycophenolic AcidComputational approachDiffuse intrinsic pontine gliomaDrug repurposingMachine learningMycophenolate mofetil

Identifiers

PMID36274161
PMCPMC9590174
OpenAlexW4307114632

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.