Evidence map›Paper›PMID 30457978›Full record

ArticleThe Journal of clinical investigation2019

Peptide-based PET quantifies target engagement of PD-L1 therapeutics.

Dhiraj Kumar, Ala Lisok, Elyes Dahmane, Matthew McCoy, Sagar Shelake, Samit Chatterjee, Viola Allaj, Polina Sysa-Shah, Bryan Wharram, Wojciech G Lesniak and 8 more

Abstract read
In one paragraph

Article in The Journal of clinical investigation, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
74citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

74 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Review
  4. PET Imaging of Accessible Prostate-Specific Membrane Antigen Reveals Dose-Dependent and Tumor Burden-Driven Variability.Journal of nuclear medicine : official publication, Society of Nuclear Medicine · 2026
    Article
  5. Challenges in tracer development for tumor microenvironment (TME) imaging.European journal of nuclear medicine and molecular imaging · 2026
    Review
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. 68Ga-NK224 PET/CT for Noninvasive Evaluation of PD-L1 Expression and Intertumor Heterogeneity: A Translational Exploratory Study.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Article
  12. ACS omega · 2025
    Article
  13. Development and characterisation of [European journal of nuclear medicine and molecular imaging · 2025
    Article
  14. Article
  15. Review
  16. [European journal of nuclear medicine and molecular imaging · 2024
    Article
  17. Review
  18. Application ofPharmaceuticals (Basel, Switzerland) · 2024
    Article
  19. PET imaging of PD-L1 with a small molecule radiotracer.European journal of nuclear medicine and molecular imaging · 2024
    Article
  20. Article

14 more citing papers are in PubMed but not listed here.

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

18 authors.

Dhiraj KumarThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Ala LisokThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Elyes DahmaneCenter for Translational Medicine, Department of Pharmacy Practice and Science, University of Maryland School of Pharmacy, Baltimore, Maryland, USA.
Matthew McCoyInnovation Center for Biomedical Informatics, Georgetown University, Washington, DC, USA.
Sagar ShelakeThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Samit ChatterjeeThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Viola AllajDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA.
Polina Sysa-ShahThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Bryan WharramThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Wojciech G LesniakThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Ellen TullyDepartment of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Edward GabrielsonDepartment of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Elizabeth M JaffeeDepartment of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
John T PoirierDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA.
Charles M RudinDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA.
Jogarao Vs GobburuCenter for Translational Medicine, Department of Pharmacy Practice and Science, University of Maryland School of Pharmacy, Baltimore, Maryland, USA.
Martin G PomperThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Sridhar NimmagaddaThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
Translational Research Central ServicesP30CA006973 · NCI · JOHNS HOPKINS UNIVERSITY · PI Rosalie Wollett · 1985 to 2026
$208.6M
Maternal Morbidity and Mortality: Risk Factors, Early Detection and Personalized InterventionUL1TR001409 · NCATS · GEORGETOWN UNIVERSITY · PI GONDRE-LEWIS, MARJORIE C, MELLMAN, THOMAS A · 2015 to 2024
$37.8M
Training/Dissemination-Resource for Molecular Imaging Agents in Precision MedicineP41EB024495 · NIBIB · UT SOUTHWESTERN MEDICAL CENTER · PI MARTIN G POMPER · 2017 to 2026
$11.8M
Non-invasive Quantification of Dose-Exposure-Response of PD-L1 Therapeutics at the TumorR01CA236616 · NCI · JOHNS HOPKINS UNIVERSITY · PI NIMMAGADDA, SRIDHAR · 2018 to 2022
$2.3M
NCATS NIH HHS UL1 TR001409NCI NIH HHS P30 CA006973NCI NIH HHS P30 CA008748NCI NIH HHS R01 CA236616NIBIB NIH HHS P41 EB024495
6 · The paper itself

Abstract

Immune checkpoint therapies have shown tremendous promise in cancer therapy. However, tools to assess their target engagement, and hence the ability to predict their efficacy, have been lacking. Here, we show that target engagement and tumor-residence kinetics of antibody therapeutics targeting programmed death ligand-1 (PD-L1) can be quantified noninvasively. In computational docking studies, we observed that PD-L1-targeted monoclonal antibodies (atezolizumab, avelumab, and durvalumab) and a high-affinity PD-L1-binding peptide, WL12, have common interaction sites on PD-L1. Using the peptide radiotracer [64Cu]WL12 in vivo, we employed positron emission tomography (PET) imaging and biodistribution studies in multiple xenograft models and demonstrated that variable PD-L1 expression and its saturation by atezolizumab, avelumab, and durvalumab can be quantified independently of biophysical properties and pharmacokinetics of antibodies. Next, we used [64Cu]WL12 to evaluate the impact of time and dose on the unoccupied fraction of tumor PD-L1 during treatment. These quantitative measures enabled, by mathematical modeling, prediction of antibody doses needed to achieve therapeutically effective occupancy (defined as >90%). Thus, we show that peptide-based PET is a promising tool for optimizing dose and therapeutic regimens employing PD-L1 checkpoint antibodies, and can be used for improving therapeutic efficacy.

Indexed as

Models, BiologicalNeoplasms, ExperimentalPeptidesPositron-Emission TomographyRadiopharmaceuticalsA549 CellsAnimalsAntineoplastic Agents, ImmunologicalB7-H1 AntigenCHO CellsCopper RadioisotopesCricetulusFemaleHumansMaleMiceAntineoplastic Agents, ImmunologicalB7-H1 AntigenCD274 protein, humanCopper RadioisotopesNeoplasm ProteinsPeptidesRadiopharmaceuticalsCancer immunotherapyDiagnostic imagingOncologyPharmacologyTherapeutics

Identifiers

PMID30457978
PMCPMC6355241

What OpenQuestion holds

Textmetadata
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.