Evidence map›Paper›PMID 34696786›Full record

ArticleJournal of experimental & clinical cancer research : CR2021

Differential gene expression-based connectivity mapping identified novel drug candidate and improved Temozolomide efficacy for Glioblastoma.

Raghupathy Vengoji, Pranita Atri, Muzafar A Macha, Parthasarathy Seshacharyulu, Naveenkumar Perumal, Kavita Mallya, Yutong Liu, Lynette M Smith, Satyanarayana Rachagani, Sidharth Mahapatra and 4 more

Open access · goldAbstract read
In one paragraph

Article in Journal of experimental & clinical cancer research : CR, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
1.4field-weighted citation impact, top 19% 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

21 citing papers in PubMed, 27 citations in OpenAlex.

  1. The histone deacetylase family in health and disease.Signal transduction and targeted therapy · 2026
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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

14 authors at 1 institution in 2 countries.

Raghupathy VengojiDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Pranita AtriDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Muzafar A MachaDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Parthasarathy SeshacharyuluDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Naveenkumar PerumalDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Kavita MallyaDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Yutong LiuDepartment of Radiology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Lynette M SmithDepartment of Biostatistics, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Satyanarayana RachaganiDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Sidharth MahapatraDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Moorthy P PonnusamyDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Maneesh JainDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA.
Surinder K BatraDepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA. sbatra@unmc.edu.
Nicole ShonkaFred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, 68198-5870, USA. nshonka@unmc.edu.
University of Nebraska Medical Center · US

Funding

Validation of biomarkers for risk prediction and early diagnosis of Pancreatic AdenocarcinomaU01CA200466 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Surinder K. Batra, Randall Brand · 2016 to 2026
$11.3M
Project 3: MUC16-Mediated Metabolic Reprograming Induces PC MetastasisP01CA217798 · NCI · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI BATRA, SURINDER K. · 2018 to 2022
$8.1M
Targeted Radiation Therapy for Pancreatic CancerR01CA195586 · NCI · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI BATRA, SURINDER K., JAIN, MANEESH · 2015 to 2019
$2.2M
Role of PD2/Paf1 in Pancreatic Acinar to Ductal MetaplasiaR01CA210637 · NCI · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI BATRA, SURINDER K., PONNUSAMY, MOORTHY P. · 2017 to 2021
$2.0M
Targeting CXCR2 axis in Pancreatic CancerR01CA228524 · NCI · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI BATRA, SURINDER K., SINGH, RAKESH K · 2018 to 2022
$2.0M
Targeting Mucin and EGFR Axis in Pancreatic CancerR01CA183459 · NCI · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI BATRA, SURINDER K. · 2014 to 2018
$1.6M
NCI NIH HHS P01 CA217798NCI NIH HHS R01 CA183459NCI NIH HHS R01 CA195586NCI NIH HHS R01 CA210637NCI NIH HHS R01 CA228524NCI NIH HHS U01 CA200466
6 · The paper itself

Abstract

backgroundGlioblastoma (GBM) has a devastating median survival of only one year. Treatment includes resection, radiation therapy, and temozolomide (TMZ); however, the latter increased median survival by only 2.5 months in the pivotal study. A desperate need remains to find an effective treatment.

methodsWe used the Connectivity Map (CMap) bioinformatic tool to identify candidates for repurposing based on GBM's specific genetic profile. CMap identified histone deacetylase (HDAC) inhibitors as top candidates. In addition, Gene Expression Profiling Interactive Analysis (GEPIA) identified HDAC1 and HDAC2 as the most upregulated and HDAC11 as the most downregulated HDACs. We selected PCI-24781/abexinostat due to its specificity against HDAC1 and HDAC2, but not HDAC11, and blood-brain barrier permeability.

resultsWe tested PCI-24781 using in vitro human and mouse GBM syngeneic cell lines, an in vivo murine orthograft, and a genetically engineered mouse model for GBM (PEPG - PTEN

conclusionPCI-24781 is a novel GBM-signature specific HDAC inhibitor that works synergistically with TMZ to enhance TMZ efficacy and improve GBM survival. These promising MGMT-agnostic results warrant clinical evaluation.

Indexed as

AnimalsAntineoplastic Agents, AlkylatingCell Line, TumorCell SurvivalComputational BiologyDisease ManagementDisease Models, AnimalDNA BreaksDose-Response Relationship, DrugDrug DiscoveryDrug Resistance, NeoplasmGene Expression ProfilingGene Expression Regulation, NeoplasticGlioblastomaHumansMiceAntineoplastic Agents, AlkylatingTemozolomideBlood-brain barrierConnectivity mapGlioblastomaHDACIn silico analysis

Identifiers

PMID34696786
PMCPMC8543939
OpenAlexW3209903168

What OpenQuestion holds

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LicenceCC BY
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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.