Evidence map›Paper›PMID 38070147›Full record

Trial reportNeuro-oncology2024

Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance.

Albert E Kim, Kevin W Lou, Anita Giobbie-Hurder, Ken Chang, Mishka Gidwani, Katharina Hoebel, Jay B Patel, Mason C Cleveland, Praveer Singh, Christopher P Bridge and 33 more

Open access · greenAbstract readClinical Trial, Phase II
In one paragraph

Trial report in Neuro-oncology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.0field-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

5 citing papers in PubMed, 4 citations in OpenAlex.

  1. Review
  2. Clinical MR Biomarkers.Recent results in cancer research. Fortschritte der Krebsforschung. Progres dans les recherches sur le cancer · 2026
    Review
  3. Review
  4. Review
  5. 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

43 authors at 6 institutions in 3 countries.

Albert E KimMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Kevin W LouMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Anita Giobbie-HurderDana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA.
Ken ChangAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Mishka GidwaniAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Katharina HoebelAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Jay B PatelAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Mason C ClevelandAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Praveer SinghAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Christopher P BridgeAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Syed Rakin AhmedAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Benjamin A BearceAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
William LiuAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Elies Fuster-GarciaDepartment of Physics and Computational Radiology, Division of Radiology & Nuclear Medicine, Oslo University Hospital, Oslo, Norway.
Eudocia Q LeeDana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA.
Nancy U LinDana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA.
Beth OvermoyerDana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA.
Patrick Y WenDana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA.
Lakshmi NayakDana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA.
Justine V CohenAbramson Cancer Center, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.
Jorg DietrichMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
April EichlerMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Rebecca HeistMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Ian KropYale Cancer Center, Yale School of Medicine, New Haven, Connecticut, USA.
Donald LawrenceMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Jennifer LigibelDana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA.
Sara TolaneyDana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA.
Erica MayerDana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA.
Eric WinerYale Cancer Center, Yale School of Medicine, New Haven, Connecticut, USA.
Carmen M PerrinoDepartment of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA.
Elizabeth J SummersMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Maura MaharMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Kevin OhMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Helen A ShihMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Daniel P CahillMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Bruce R RosenAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Yi-Fen YenAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.ORCID 0000-0001-9986-5327
Jayashree Kalpathy-CramerAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA.
Maria Martinez-LageDepartment of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA.
Ryan J SullivanMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Priscilla K BrastianosMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Kyrre E EmblemDepartment of Physics and Computational Radiology, Division of Radiology & Nuclear Medicine, Oslo University Hospital, Oslo, Norway.
Elizabeth R GerstnerMassachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts, USA.
Harvard University · USMassachusetts General Hospital · USOslo University Hospital · NOYale Cancer Center · USDartmouth College · USUniversity of Pennsylvania · US

Funding

Neuroimaging Training ProgramT32EB001680 · NIBIB · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI BRUCE R ROSEN · 2003 to 2026
$3.8M
Using MRI and circulating tumor DNA to improve the interpretation of response to immunotherapy and targeted therapy in CNS metastasesR01CA244975 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI BRASTIANOS, PRISCILLA KALIOPI, GERSTNER, ELIZABETH · 2020 to 2024
$3.4M
Exploring the Relationship Between Tau Deposition and Neurovascular Health in Alzheimer's DiseaseR21AG067562 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI HUANG, SUSIE YI, YEN, YI-FEN · 2020 to 2020
$462k
A Proof-of-concept of Vitamin B3 for Metabolic MR ImagingR21GM137227 · NIGMS · MASSACHUSETTS GENERAL HOSPITAL · PI YEN, YI-FEN · 2020 to 2021
$461k
Damon Runyon Cancer Research FoundationNCI NIH HHS R01 CA244975NIBIB NIH HHS T32 EB001680NIGMS NIH HHS R21 GM137227NIH HHS 1R21AG067562-01
6 · The paper itself

Abstract

backgroundWe recently conducted a phase 2 trial (NCT028865685) evaluating intracranial efficacy of pembrolizumab for brain metastases (BM) of diverse histologies. Our study met its primary efficacy endpoint and illustrates that pembrolizumab exerts promising activity in a select group of patients with BM. Given the importance of aberrant vasculature in mediating immunosuppression, we explored the relationship between immune checkpoint inhibitor (ICI) efficacy and vascular architecture in the hopes of identifying potential mechanisms of intracranial ICI response or resistance for BM.

methodsUsing Vessel Architectural Imaging, a histologically validated quantitative metric for in vivo tumor vascular physiology, we analyzed dual-echo DSC/DCE MRI for 44 patients on trial. Tumor and peri-tumor cerebral blood volume/flow, vessel size, arterial and venous dominance, and vascular permeability were measured before and after treatment with pembrolizumab.

resultsBM that progressed on ICI were characterized by a highly aberrant vasculature dominated by large-caliber vessels. In contrast, ICI-responsive BM possessed a more structurally balanced vasculature consisting of both small and large vessels, and there was a trend toward a decrease in under-perfused tissue, suggesting a reversal of the negative effects of hypoxia. In the peri-tumor region, the development of smaller blood vessels, consistent with neo-angiogenesis, was associated with tumor growth before radiographic evidence of contrast enhancement on anatomical MRI.

conclusionsThis study, one of the largest functional imaging studies for BM, suggests that vascular architecture is linked with ICI efficacy. Studies identifying modulators of vascular architecture, and effects on immune activity, are warranted and may inform future combination treatments.

Indexed as

Antibodies, Monoclonal, HumanizedBrain NeoplasmsDrug Resistance, NeoplasmAdultAgedAntineoplastic Agents, ImmunologicalFemaleFollow-Up StudiesHumansImmune Checkpoint InhibitorsMagnetic Resonance ImagingMaleMiddle AgedNeovascularization, PathologicPrognosisAntibodies, Monoclonal, HumanizedAntineoplastic Agents, ImmunologicalImmune Checkpoint Inhibitorspembrolizumabbrain metastasescheckpoint inhibitionfunctional imagingvascular efficiency

Identifiers

PMID38070147
PMCPMC11066943
OpenAlexW4389504849

What OpenQuestion holds

Textmetadata
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Registered trials

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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.