Evidence map›Paper›PMID 41391042›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Protease-Activated Plasmonic Nanosensors for Predictive Ultrasound-Guided Photoacoustic Imaging of Tumor Responses to Adoptive T Cell Therapy.

Myeongsoo Kim, Seoyoon Song, Ali Zamat, Paul S Pelkowski, Shivashankar Subramanian, Melissa Cadena, Sydney Fabrega, Meredith Brienen, Jinhwan Kim, Gabriel A Kwong and 1 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–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

2 citing papers in PubMed.

  1. Review
  2. 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.

Myeongsoo KimWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, 30332, USA.
Seoyoon SongWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, 30332, USA.
Ali ZamatWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, 30332, USA.
Paul S PelkowskiWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, 30332, USA.
Shivashankar SubramanianWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, 30332, USA.
Melissa CadenaWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, 30332, USA.
Sydney FabregaWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, 30332, USA.
Meredith BrienenWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, 30332, USA.
Jinhwan KimDepartment of Biomedical Engineering, University of California Davis, Davis, CA, 95616, USA.
Gabriel A KwongWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, 30332, USA.
Stanislav Y EmelianovWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0002-7098-133X

Funding

Finding Sleeping Beauty: T Cell Biosensors for Dormant Cancer DetectionDP1CA280832 · NCI · GEORGIA INSTITUTE OF TECHNOLOGY · PI KWONG, GABRIEL A · 2022 to 2025
$5.5M
Breast Cancer Research Foundation BCRF-23-043Georgia Institute of TechnologyGT Institute for MaterialsInstitute for Electronics and NanotechnologyMaterials Characterization FacilityNational Science Foundation ECCS-2025462NCI NIH HHS DP1 CA280832NIH HHS AR082523NIH HHS CA263016NIH HHS CA271803NIH HHS EB032822NIH HHS HD091793NIH HHS NS117613
6 · The paper itself

Abstract

Adoptive T cell therapy (ACT) is a promising strategy for cancer treatment that harnesses a patient's own T lymphocytes to enhance antitumor immunity. A major challenge in assessing therapeutic responses following ACT is the lack of robust, noninvasive tools to monitor cytotoxic T cell activity within tumors with anatomical context. Here, a protease-activated plasmonic nanosensor is reported for noninvasive photoacoustic (PA) imaging of ACT responses. The nanosensor comprises gold nanospheres functionalized with peptide substrates of granzyme B (GzmB), a key effector protease secreted by cytotoxic T cells. Upon peptide cleavage by GzmB, nanosensor aggregation is induced, leading to plasmon coupling and enhanced optical absorption with ≈90% efficiency in the near-infrared optical window. This aggregation significantly amplifies PA signals, enabling sensitive detection of GzmB. The nanosensor exhibits high specificity for GzmB over other proteases and correlates optical and PA responses with antigen-specific T cell-mediated cytotoxicity in vitro. In murine ACT models, systemic nanosensor administration enables detection of tumor-infiltrating cytotoxic T cell activity, producing elevated PA signals in antigen-positive tumors compared to antigen-negative controls before any measurable differences in tumor volume. This study presents a noninvasive approach for assessing ACT efficacy via GzmB-activated plasmonic nanosensors combined with ultrasound-guided PA imaging.

Indexed as

Biosensing TechniquesImmunotherapy, AdoptiveNeoplasmsPhotoacoustic TechniquesAnimalsCell Line, TumorGoldGranzymesHumansMiceT-Lymphocytes, CytotoxicUltrasonographyGoldGranzymesadoptive T cell therapyplasmon couplingprotease‐activated nanosensorT cell activityultrasound‐guided photoacoustic imaging

Identifiers

PMID41391042
PMCPMC12931215

What OpenQuestion holds

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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.