Evidence map›Paper›PMID 36449662›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2023

Gallium-68-labeled Peptide PET Quantifies Tumor Exposure of PD-L1 Therapeutics.

Akhilesh Mishra, Dhiraj Kumar, Kuldeep Gupta, Gabriela Lofland, Ajay Kumar Sharma, Dhanush S Banka, Robert F Hobbs, Robert F Dannals, Steven P Rowe, Edward Gabrielson and 1 more

Open access · hybridAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
2.5field-weighted citation impact, top 8% 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

17 citing papers in PubMed, 25 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. 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
  6. ACS omega · 2025
    Article
  7. Preclinical evaluation and preliminary clinical study ofCancer imaging : the official publication of the International Cancer Imaging Society · 2025
    Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. [European journal of nuclear medicine and molecular imaging · 2024
    Article
  13. Review
  14. Article
  15. Review
  16. Investigating the Role ofInternational journal of molecular sciences · 2023
    Article
  17. 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

11 authors at 1 institution in 1 country.

Akhilesh Mishra *The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0002-0990-2540
Dhiraj Kumar *The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0002-9414-4536
Kuldeep GuptaThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0002-0131-0495
Gabriela LoflandThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0003-4465-3997
Ajay Kumar SharmaThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0003-1361-6923
Dhanush S BankaThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0003-4878-8629
Robert F HobbsRadiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0002-1328-7114
Robert F DannalsThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0002-5483-5914
Steven P RoweThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0003-2897-4694
Edward GabrielsonDepartment of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0001-5879-7321
Sridhar NimmagaddaThe Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0002-6413-7191
Johns Hopkins University · US

Funding

Translational Research Central ServicesP30CA006973 · NCI · JOHNS HOPKINS UNIVERSITY · PI ALAN KEITH MEEKER · 1985 to 2026
$208.6M
Training/Dissemination-Resource for Molecular Imaging Agents in Precision MedicineP41EB024495 · NIBIB · UT SOUTHWESTERN MEDICAL CENTER · PI MARTIN G POMPER · 2017 to 2026
$11.8M
Clinical translation of a PD-L1 PET tracer to optimize immune checkpoint therapy in patients with non-small cell lung cancersR01CA269235 · NCI · JOHNS HOPKINS UNIVERSITY · PI Sridhar Nimmagadda, STEVEN P ROWE · 2022 to 2026
$3.2M
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
NCI NIH HHS P30 CA006973NCI NIH HHS R01 CA236616NCI NIH HHS R01 CA269235NIBIB NIH HHS P41 EB024495
6 · The paper itself

Abstract

purposeImmune checkpoint therapy (ICT) is currently ineffective in a majority of patients. Tumor drug exposure measurements can provide vital insights into mechanisms involved in the resistance of solid tumors to those therapeutics; however, tools to quantify in situ drug exposure are few. We have investigated the potential of programmed death-ligand 1 (PD-L1) pharmacodynamics, quantified using PET, to inform on the tumor exposure of anti-PD-L1 (aPD-L1) therapeutics. EXPERIMENTAL

designTo noninvasively quantify PD-L1 levels, we first developed a novel peptide-based gallium-68-labeled binder, [68Ga]Ga-DK223, and evaluated its in vivo distribution, pharmacokinetics, and PD-L1 specificity in preclinical models of triple-negative breast cancer and urothelial carcinoma with variable PD-L1 expression. We then quantified baseline and accessible PD-L1 levels in tumors as a noninvasive pharmacodynamic measure to assess tumor exposure to two aPD-L1 antibodies (avelumab and durvalumab).

resultsDK223 exhibited a KD of 1.01±0.83 nmol/L for PD-L1 and inhibited the PD-1:PD-L1 interaction in a dose-dependent manner. [68Ga]Ga-DK223 provides high-contrast PET images within 60 minutes of administration and detects PD-L1 in an expression-dependent manner in xenograft models. PD-L1 pharmacodynamics measured using [68Ga]Ga-DK223-PET revealed that avelumab and durvalumab had similar exposure early during therapy, but only durvalumab exhibited sustained exposure at the tumor.

conclusions[68Ga]Ga-DK223 detected variable PD-L1 levels and exhibited salient features required for clinical translation. [68Ga]Ga-DK223-PET could be useful for quantifying total PD-L1 levels at baseline and accessible PD-L1 levels during therapy to understand drug exposure at the tumor, thus supporting its use for guiding and optimizing ICT.

Indexed as

Carcinoma, Transitional CellUrinary Bladder NeoplasmsB7-H1 AntigenGallium RadioisotopesHumansPeptidesPositron-Emission TomographyB7-H1 AntigenCD274 protein, humanGallium-68Gallium RadioisotopesPeptides

Identifiers

PMID36449662
PMCPMC9890130
OpenAlexW4310567473

What OpenQuestion holds

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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.