Evidence map›Paper›PMID 32218600›Full record

Trial reportPloS one2020

Image-based metric of invasiveness predicts response to adjuvant temozolomide for primary glioblastoma.

Susan Christine Massey, Haylye White, Paula Whitmire, Tatum Doyle, Sandra K Johnston, Kyle W Singleton, Pamela R Jackson, Andrea Hawkins-Daarud, Bernard R Bendok, Alyx B Porter and 5 more

Open access · goldAbstract readClinical TrialMulticenter Study
In one paragraph

Trial report in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
1.3field-weighted citation impact, top 20% 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

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Evolutionary dynamics at the tumor edge reveal metabolic imaging biomarkers.Proceedings of the National Academy of Sciences of the United States of America · 2021
    Article
  8. Article
  9. Article
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

15 authors at 6 institutions in 1 country.

Susan Christine MasseyMathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, Arizona, United States of America.ORCID 0000-0002-4680-7796
Haylye WhiteMathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, Arizona, United States of America.
Paula WhitmireMathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, Arizona, United States of America.
Tatum DoyleMathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, Arizona, United States of America.
Sandra K JohnstonMathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, Arizona, United States of America.
Kyle W SingletonMathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, Arizona, United States of America.ORCID 0000-0002-9969-8474
Pamela R JacksonMathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, Arizona, United States of America.ORCID 0000-0002-8424-4007
Andrea Hawkins-DaarudMathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, Arizona, United States of America.
Bernard R BendokDepartment of Neurologic Surgery, Mayo Clinic, Phoenix, Arizona, United States of America.
Alyx B PorterDepartment of Neurology, Mayo Clinic, Phoenix, Arizona, United States of America.
Sujay VoraDepartment of Radiation Oncology, Mayo Clinic, Phoenix, Arizona, United States of America.
Jann N SarkariaDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, United States of America.
Leland S HuDepartment of Radiology, Mayo Clinic, Phoenix, Arizona, United States of America.
Maciej M MrugalaDepartment of Neurology, Mayo Clinic, Phoenix, Arizona, United States of America.
Kristin R SwansonMathematical NeuroOncology Laboratory, Precision Neurotherapeutics Innovation Program, Mayo Clinic, Phoenix, Arizona, United States of America.
Mayo Clinic in Florida · USMayo Clinic Hospital · USMayo Clinic · USUniversity of Michigan · USUniversity of Washington · USWinnMed · US

Funding

"Research Supplement to Promote Diversity in Health-Related Research", as part of Moffitt PS-OC, "Cancer as a Complex adaptive System"U54CA193489 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI ANDERSON, ALEXANDER ROBERTSON ALLAN, GATENBY, ROBERT A · 2015 to 2020
$12.5M
Trans Network ProjectU54CA210180 · NCI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI WHITE, FOREST M · 2016 to 2020
$10.2M
The Physi(ologi)cal Microenvironment and its Role in Tumor Invasion and MetastaseU54CA143970 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI GATENBY, ROBERT A · 2009 to 2014
$9.3M
Patient-specific predictive modeling that integrates advanced cancer imagingR01CA164371 · NCI · UNIVERSITY OF WASHINGTON · PI KINAHAN, PAUL E., SWANSON, KRISTIN R · 2011 to 2015
$4.5M
Quantifying Multiscale Competitive Landscapes of Clonal Diversity in GlioblastomaU01CA220378 · NCI · MAYO CLINIC ARIZONA · PI HU, LELAND, SWANSON, KRISTIN R · 2017 to 2021
$4.3M
Novel Tools for Evaluation and Prediction of Radiotherapy Response in IndividualR01NS060752 · NINDS · UNIVERSITY OF WASHINGTON · PI SWANSON, KRISTIN R · 2009 to 2013
$1.6M
NCI NIH HHS R01 CA164371NCI NIH HHS U01 CA220378NCI NIH HHS U54 CA143970NCI NIH HHS U54 CA193489NCI NIH HHS U54 CA210180NINDS NIH HHS R01 NS060752
6 · The paper itself

Abstract

backgroundTemozolomide (TMZ) has been the standard-of-care chemotherapy for glioblastoma (GBM) patients for more than a decade. Despite this long time in use, significant questions remain regarding how best to optimize TMZ therapy for individual patients. Understanding the relationship between TMZ response and factors such as number of adjuvant TMZ cycles, patient age, patient sex, and image-based tumor features, might help predict which GBM patients would benefit most from TMZ, particularly for those whose tumors lack O6-methylguanine-DNA methyltransferase (MGMT) promoter methylation. METHODS AND

findingsUsing a cohort of 90 newly-diagnosed GBM patients treated according to the standard of care, we examined the relationships between several patient and tumor characteristics and volumetric and survival outcomes during adjuvant chemotherapy. Volumetric changes in MR imaging abnormalities during adjuvant therapy were used to assess TMZ response. T1Gd volumetric response is associated with younger patient age, increased number of TMZ cycles, longer time to nadir volume, and decreased tumor invasiveness. Moreover, increased adjuvant TMZ cycles corresponded with improved volumetric response only among more nodular tumors, and this volumetric response was associated with improved survival outcomes. Finally, in a subcohort of patients with known MGMT methylation status, methylated tumors were more diffusely invasive than unmethylated tumors, suggesting the improved response in nodular tumors is not driven by a preponderance of MGMT methylated tumors.

conclusionsOur finding that less diffusely invasive tumors are associated with greater volumetric response to TMZ suggests patients with these tumors may benefit from additional adjuvant TMZ cycles, even for those without MGMT methylation.

Indexed as

Brain NeoplasmsGlioblastomaMagnetic Resonance ImagingPromoter Regions, GeneticAdolescentAdultAgedAge FactorsDNA MethylationDNA Modification MethylasesDNA, NeoplasmDNA Repair EnzymesFemaleHumansMaleMiddle AgedDNA Modification MethylasesDNA, NeoplasmDNA Repair EnzymesMGMT protein, humanTemozolomideTumor Suppressor Proteins

Identifiers

PMID32218600
PMCPMC7100932
OpenAlexW3013899209

What OpenQuestion holds

Textmetadata
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.