ReviewNeuro-oncology2015
Toward precision medicine in glioblastoma: the promise and the challenges.
Open access · bronzeAbstract readReview
In one paragraph
Review in Neuro-oncology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 128 papers, 3 of them syntheses that pooled it.
0numbers the graph read from it
0cells of the map it votes in
128citing papers in PubMed, 3 pooled it
15.2field-weighted citation impact, top 1% of its field
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.
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.
Who cites it
128 citing papers in PubMed, 3 syntheses or guidelines pooled it, 220 citations in OpenAlex.
- Efficacy and safety of tyrosine kinase inhibitor combination therapy for glioblastoma: a meta-analysis with trial sequential analysis of randomized controlled trials.Frontiers in oncology · 2026Pooled it
- Systematic Review of Molecular Targeted Therapies for Adult-Type Diffuse Glioma: An Analysis of Clinical and Laboratory Studies.International journal of molecular sciences · 2023Pooled it
- Personalised therapeutic approaches to glioblastoma: A systematic review.Frontiers in medicine · 2023Pooled it
- Levetiracetam as a sensitizer of concurrent chemoradiotherapy in newly diagnosed glioblastoma: An open-label phase 2 study.Cancer medicine · 2022Trial
- Systems biology-driven drug repurposing in glioblastomaResearch in pharmaceutical sciences · 2026Article
- Enhanced Glioblastoma Targeting and Penetration: Extracellular Matrix Remodeling by Collagenase-Functionalized Ferumoxytol Nanoparticles.Nano letters · 2026Article
- Article
- Beyond Resection: Surgery as an Evolutionary Bottleneck Shaping Tumor Evolution and Treatment Response in Diffuse Gliomas.Cancers · 2026Review
- Engineering Glioma-Cell-Derived Exosomes as Trojan Horse for Precisely Targeted Chemotherapy of Glioblastoma.Biomaterials research · 2026Article
- Radiomics machine learning model based on multi-sequence MRI for predicting Ki-67 expression level in glioblastoma.Frontiers in molecular biosciences · 2026Article
- Tumor heterogeneity underlies clinical outcome and MEK inhibitor response in somatic NF1-mutant glioblastoma.JCI insight · 2025Article
- Dual-enzyme activated theranostic nanoparticles for image-guided glioblastoma therapy.Scientific reports · 2025Article
- Glioblastoma Stem Cells at the Nexus of Tumor Heterogeneity, Immune Evasion, and Therapeutic Resistance.Cells · 2025Review
- The radiogenomic and spatiogenomic landscapes of glioblastoma and their relationship to oncogenic drivers.Communications medicine · 2025Article
- Targeted Glioma Therapy via TMVP1 Peptide-Modified FLT4 Liposomes: A Novel Molecular Probe Strategy.International journal of nanomedicine · 2025Article
- Single-cell multi-omics sequencing uncovers region-specific plasticity of glioblastoma for complementary therapeutic targeting.Science advances · 2024Article
- Genomic medicine advances for brain tumors.International journal of clinical oncology · 2024Review
- Leveraging single-cell sequencing to classify and characterize tumor subgroups in bulk RNA-sequencing data.Journal of neuro-oncology · 2024Article
- Inhibitor of Wnt receptor 1 suppresses the effects of Wnt1, Wnt3a and β‑catenin on the proliferation and migration of C6 GSCs induced by low‑dose radiation.Oncology reports · 2024Article
- Article
68 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
20 authors at 8 institutions in 1 country.
Michael D PradosUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Sara A ByronUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Nhan L TranUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Joanna J PhillipsUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Annette M MolinaroUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Keith L LigonUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Patrick Y WenUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
John G KuhnUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Ingo K MellinghoffUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
John F de GrootUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Howard ColmanUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Timothy F CloughesyUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Susan M ChangUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Timothy C RykenUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Waibhav D TembeUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Jeffrey A KieferUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Michael E BerensUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
David W CraigUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
John D CarptenUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Jeffrey M TrentUniversity of California San Francisco, San Francisco, California (M.D.P, J.J.P., A.M.M., S.M.C.); Translational Genomics Research Institute, Phoenix, Arizona (S.A.B., N.L.T., W.D.T., J.A.K., M.E.B., D.W.C., J.D.C., J.M.T.); Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts (K.L.L., P.Y.W.); University of Texas Health Science Center, San Antonio, Texas (J.G.K.); Memorial Sloan-Kettering Cancer Center, New York, New York (I.K.M.); The University of Texas M.D. Anderson Cancer Center, Houston, Texas (J.F.d.G.); University of Utah Huntsman Cancer Institute, Salt Lake City, Utah (H.C.); University of California Los Angeles, Los Angeles, California (T.F.C.); Iowa Spine and Brain Institute, Waterloo, Iowa (T.C.R.).
Huntsman Cancer Institute · USTranslational Genomics Research Institute · USUniversity of California, San Francisco · USUniversity of Utah · USDana-Farber Brigham Cancer Center · USMemorial Sloan Kettering Cancer Center · USThe University of Texas MD Anderson Cancer Center · USUniversity of California, Los Angeles · US
Funding
X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4MTissue CoreP50CA097257 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Joseph F Costello · 2002 to 2026
$57.4MMolecular Mechanisms of IDH1-mediated GliomagenesisR01NS080944 · NINDS · SLOAN-KETTERING INST CAN RESEARCH · PI MELLINGHOFF, INGO K · 2012 to 2016
$2.0MHeparan sulfate proteoglycans as critical regulators of brain cancer malignancyR01NS081117 · NINDS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI PHILLIPS, JOANNA · 2012 to 2016
$1.7MNCI NIH HHS P30 CA008748NCI NIH HHS P50 CA097257NINDS NIH HHS R01 NS080944NINDS NIH HHS R01 NS081117
Abstract
Integrated sequencing strategies have provided a broader understanding of the genomic landscape and molecular classifications of multiple cancer types and have identified various therapeutic opportunities across cancer subsets. Despite pivotal advances in the characterization of genomic alterations in glioblastoma, targeted agents have shown minimal efficacy in clinical trials to date, and patient survival remains poor. In this review, we highlight potential reasons why targeting single alterations has yielded limited clinical efficacy in glioblastoma, focusing on issues of tumor heterogeneity and pharmacokinetic failure. We outline strategies to address these challenges in applying precision medicine to glioblastoma and the rationale for applying targeted combination therapy approaches that match genomic alterations with compounds accessible to the central nervous system.
Indexed as
Antineoplastic AgentsBrain NeoplasmsClinical Trials as TopicGlioblastomaHumansMolecular Targeted TherapyMutationPrecision MedicineAntineoplastic Agentsclinical trialgenomicsglioblastomaprecision medicinetargeted therapy
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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.