Evidence map›Paper›PMID 38263597›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2024

FDG PET/CT Imaging 1 Week after a Single Dose of Pembrolizumab Predicts Treatment Response in Patients with Advanced Melanoma.

Thomas M Anderson, Bryan H Chang, Alexander C Huang, Xiaowei Xu, Daniel Yoon, Catherine G Shang, Rosemarie Mick, Erin Schubert, Suzanne McGettigan, Kristin Kreider and 6 more

Open access · greenAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
3.7field-weighted citation impact, top 6% 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

14 citing papers in PubMed, 13 citations in OpenAlex.

  1. Trial
  2. Article
  3. Dual-time-point [EJNMMI research · 2026
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  4. Review
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  6. Review
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  12. Early-time-pointRadiology and oncology · 2025
    Article
  13. [European journal of nuclear medicine and molecular imaging · 2024
    Article
  14. Review
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

16 authors at 2 institutions in 1 country.

Thomas M Anderson *Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0009-0005-6695-3239
Bryan H Chang *Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0002-1875-5001
Alexander C HuangDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0002-0099-0492
Xiaowei XuAbramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0003-4098-7690
Daniel YoonDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0009-0006-0172-5558
Catherine G ShangDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0002-7541-5513
Rosemarie MickAbramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0009-0004-6215-0538
Erin SchubertDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0009-0001-9105-5829
Suzanne McGettiganDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0002-7922-8360
Kristin KreiderDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0009-0006-4669-322X
Wei XuDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0003-4652-1648
E John WherryInstitute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0003-0477-1956
Lynn M SchuchterDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0002-0523-4346
Ravi K AmaravadiDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0002-5768-2474
Tara C MitchellDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0002-8186-7284
Michael D FarwellDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0003-0650-4747
University of Pennsylvania · USParker Institute for Cancer Immunotherapy · US

Funding

UNIVERSITY OF PENNSYLVANIA CAN CTR SUPPORT GRANTP30CA016520 · NCI · UNIVERSITY OF PENNSYLVANIA · PI SHELLEY L BERGER · 1985 to 2026
$222.3M
Virology CoreU19AI082630 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI GEORG Michael LAUER · 2009 to 2026
$48.1M
Targeting the MAP and PI3 Kinase Pathways in MelanomaP01CA114046 · NCI · WISTAR INSTITUTE · PI MURPHY, MAUREEN E. · 2008 to 2023
$37.1M
Synergies among inhibitory receptors in tolerance, cancer & antiviral immunityP01AI108545 · NIAID · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Dario AA Vignali · 2015 to 2026
$30.8M
Sequencing and Viral Evolution CoreU19AI117950 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI WHERRY, E. JOHN · 2015 to 2019
$12.0M
Radiation and checkpoint blockade for cancer immune therapyP01CA210944 · NCI · UNIVERSITY OF PENNSYLVANIA · PI VONDERHEIDE, ROBERT H · 2017 to 2022
$11.5M
Targeting exosomal PDL1 to improve immunotherapyP50CA261608 · NCI · WISTAR INSTITUTE · PI VILLANUEVA, JESSIE · 2021 to 2025
$11.3M
Targeted Combination Therapy for MelanomaP50CA174523 · NCI · WISTAR INSTITUTE · PI HERLYN, MEENHARD F · 2014 to 2018
$11.1M
CANCER RESEARCH TRAINING PROGRAMT32CA009615 · NCI · UNIVERSITY OF PENNSYLVANIA · PI Gregory L Beatty, MICHAEL D HOGARTY · 1988 to 2026
$10.4M
RESEARCH TRACK RADIOLOGY RESIDENCYT32EB004311 · NIBIB · UNIVERSITY OF PENNSYLVANIA · PI Terence P Gade, Misun Hwang · 2005 to 2026
$4.5M
Role of progenitor exhausted CD8 T cells and the progenitor niche in anti-PD1 efficacyR01CA273018 · NCI · UNIVERSITY OF PENNSYLVANIA · PI HUANG, ALEXANDER · 2022 to 2025
$2.6M
Cellular and transcriptional control of exhausted CD8 T cells lineage dynamicsR01AI105343 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI WHERRY, E. JOHN · 2014 to 2017
$1.6M
NCI NIH HHS K08 CA230157NCI NIH HHS P01 CA114046NCI NIH HHS P01 CA210944NCI NIH HHS P30 CA016520NCI NIH HHS P50 CA174523NCI NIH HHS P50 CA261608NCI NIH HHS R01 CA273018NCI NIH HHS T32 CA009615NIAID NIH HHS P01 AI108545NIAID NIH HHS R01 AI105343NIAID NIH HHS U19 AI082630NIAID NIH HHS U19 AI117950NIBIB NIH HHS T32 EB004311
6 · The paper itself

Abstract

purposeImmunologic response to anti-programmed cell death protein 1 (PD-1) therapy can occur rapidly with T-cell responses detectable in as little as one week. Given that activated immune cells are FDG avid, we hypothesized that an early FDG PET/CT obtained approximately 1 week after starting pembrolizumab could be used to visualize a metabolic flare (MF), with increased tumor FDG activity due to infiltration by activated immune cells, or a metabolic response (MR), due to tumor cell death, that would predict response. PATIENTS AND

methodsNineteen patients with advanced melanoma scheduled to receive pembrolizumab were prospectively enrolled. FDG PET/CT imaging was performed at baseline and approximately 1 week after starting treatment. FDG PET/CT scans were evaluated for changes in maximum standardized uptake value (SUVmax) and thresholds were identified by ROC analysis; MF was defined as >70% increase in tumor SUVmax, and MR as >30% decrease in tumor SUVmax.

resultsAn MF or MR was identified in 6 of 11 (55%) responders and 0 of 8 (0%) nonresponders, with an objective response rate (ORR) of 100% in the MF-MR group and an ORR of 38% in the stable metabolism (SM) group. An MF or MR was associated with T-cell reinvigoration in the peripheral blood and immune infiltration in the tumor. Overall survival at 3 years was 83% in the MF-MR group and 62% in the SM group. Median progression-free survival (PFS) was >38 months (median not reached) in the MF-MR group and 2.8 months (95% confidence interval, 0.3-5.2) in the SM group (P = 0.017).

conclusionsEarly FDG PET/CT can identify metabolic changes in melanoma metastases that are potentially predictive of response to pembrolizumab and significantly correlated with PFS.

Indexed as

Antibodies, Monoclonal, HumanizedFluorodeoxyglucose F18MelanomaPositron Emission Tomography Computed TomographyAdultAgedAged, 80 and overAntineoplastic Agents, ImmunologicalFemaleHumansMaleMiddle AgedPrognosisProspective StudiesRadiopharmaceuticalsTreatment OutcomeAntibodies, Monoclonal, HumanizedAntineoplastic Agents, ImmunologicalFluorodeoxyglucose F18pembrolizumabRadiopharmaceuticals

Identifiers

PMID38263597
PMCPMC11062839
OpenAlexW4391171985

What OpenQuestion holds

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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.