Evidence map›Paper›PMID 28379424›Full record

ArticleNeuro-oncology2017

Combination therapy with potent PI3K and MAPK inhibitors overcomes adaptive kinome resistance to single agents in preclinical models of glioblastoma.

Robert S McNeill, Demitra A Canoutas, Timothy J Stuhlmiller, Harshil D Dhruv, David M Irvin, Ryan E Bash, Steven P Angus, Laura E Herring, Jeremy M Simon, Kasey R Skinner and 13 more

Open access · bronzeAbstract read
In one paragraph

Article in Neuro-oncology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers.

0numbers the graph read from it
0cells of the map it votes in
40citing papers in PubMed
3.2field-weighted citation impact, top 8% 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

40 citing papers in PubMed, 61 citations in OpenAlex.

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  9. MEK Inhibition in Glioblastoma: Current Perspectives and Future Directions.International journal of molecular sciences · 2025
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

23 authors at 5 institutions in 1 country.

Robert S McNeillPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Demitra A CanoutasPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Timothy J StuhlmillerPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Harshil D DhruvPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
David M IrvinPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Ryan E BashPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Steven P AngusPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Laura E HerringPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Jeremy M SimonPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Kasey R SkinnerPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Juanita C LimasPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Xin ChenPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Ralf S SchmidPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Marni B SiegelPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Amanda E D Van SwearingenPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Michael J HadlerPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Erik P SulmanPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Jann N SarkariaPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Carey K AndersPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Lee M GravesPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Michael E BerensPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
Gary L JohnsonPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
C Ryan MillerPathobiology and Translational Science Graduate Program, Departments of Pathology and Laboratory Medicine, Biology, Pharmacology, Genetics, Medicine, and Neurology, Divisions of Neuropathology and Hematology/Oncology, Curriculum in Genetics and Molecular Biology, Lineberger Comprehensive Cancer Center, Proteomics Core Facility, Neurosciences Center, Carolina Institute for Developmental Disabilities, and Biological and Biomedical Sciences Program, University of North Carolina (UNC) School of Medicine, Chapel Hill, North Carolina; Cancer & Cell Biology Division, TGen, Phoenix, Arizona; Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota; Department of Radiation Oncology, University of Texas M.D. Anderson Cancer Center, Houston, Texas.
UNC Lineberger Comprehensive Cancer CenterMayo Clinic · USTranslational Genomics Research Institute · USUniversity of North Carolina at Chapel Hill · USThe University of Texas MD Anderson Cancer Center · US

Funding

UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Melissa A. Troester · 2001 to 2026
$36.3M
RESEARCH TRAINING IN THE NEUROSCIENCEST32NS007431 · NINDS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Juan Song, Mark J. Zylka · 1997 to 2026
$10.0M
NRSA IN GENETICST32GM007092 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI SEKELSKY, JEFF J. · 1985 to 2019
$5.9M
CANCER CELL BIOLOGY TRAINING PROGRAMT32CA071341 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI CHANNING J. DER, Yuliya Pylayeva-Gupta · 1996 to 2026
$5.0M
Credentialing murine models for glioblastoma preclinical drug developmentR01CA204136 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BERENS, MICHAEL E., JOHNSON, GARY L. · 2017 to 2019
$1.8M
Establishing Genetic Drivers of Breast Cancer MetastasesF30CA200345 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI SIEGEL, MARNI B · 2015 to 2018
$151k
NCI NIH HHS F30 CA200345NCI NIH HHS R01 CA204136NIEHS NIH HHS P30 ES010126NIGMS NIH HHS T32 GM007092NINDS NIH HHS T32 NS007431
6 · The paper itself

Abstract

backgroundGlioblastoma (GBM) is the most common and aggressive primary brain tumor. Prognosis remains poor despite multimodal therapy. Developing alternative treatments is essential. Drugs targeting kinases within the phosphoinositide 3-kinase (PI3K) and mitogen-activated protein kinase (MAPK) effectors of receptor tyrosine kinase (RTK) signaling represent promising candidates.

methodsWe previously developed a non-germline genetically engineered mouse model of GBM in which PI3K and MAPK are activated via Pten deletion and KrasG12D in immortalized astrocytes. Using this model, we examined the influence of drug potency on target inhibition, alternate pathway activation, efficacy, and synergism of single agent and combination therapy with inhibitors of these 2 pathways. Efficacy was then examined in GBM patient-derived xenografts (PDX) in vitro and in vivo.

resultsPI3K and mitogen-activated protein kinase kinase (MEK) inhibitor potency was directly associated with target inhibition, alternate RTK effector activation, and efficacy in mutant murine astrocytes in vitro. The kinomes of GBM PDX and tumor samples were heterogeneous, with a subset of the latter harboring MAPK hyperactivation. Dual PI3K/MEK inhibitor treatment overcame alternate effector activation, was synergistic in vitro, and was more effective than single agent therapy in subcutaneous murine allografts. However, efficacy in orthotopic allografts was minimal. This was likely due to dose-limiting toxicity and incomplete target inhibition.

conclusionDrug potency influences PI3K/MEK inhibitor-induced target inhibition, adaptive kinome reprogramming, efficacy, and synergy. Our findings suggest that combination therapies with highly potent, brain-penetrant kinase inhibitors will be required to improve patient outcomes.

Indexed as

Drug Resistance, NeoplasmPhosphoinositide-3 Kinase InhibitorsAnimalsApoptosisBrain NeoplasmsCell ProliferationDrug SynergismGlioblastomaHumansMiceMitogen-Activated Protein KinasesPhosphorylationProtein Kinase InhibitorsSignal TransductionTumor Cells, CulturedXenograft Model Antitumor AssaysMitogen-Activated Protein KinasesPhosphoinositide-3 Kinase InhibitorsProtein Kinase Inhibitorsgenetically engineered miceglioblastomakinase inhibitorsMAPKPI3K

Identifiers

PMID28379424
PMCPMC5737415
OpenAlexW2603040824

What OpenQuestion holds

Textmetadata
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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.