journal article·2026-02Open access

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, Stanislav Y. Emelianov

Advanced Science· Volume 13· Issue 11

Abstract

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.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Photoacoustic and Ultrasonic Imaging · Nanoplatforms for cancer theranostics · Thermography and Photoacoustic Techniques

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Wallace H. Coulter Department of Biomedical Engineering Georgia Institute of Technology and Emory University School of Medicine Atlanta GA 30332 USA

Petit Institute for Bioengineering and Bioscience Georgia Institute of Technology Atlanta GA 30332 USA

Department of Biomedical Engineering University of California Davis Davis CA 95616 USA

Department of Surgery School of Medicine University of California Davis Sacramento CA 95817 USA

Institute for Electronics and Nanotechnology Georgia Institute of Technology Atlanta GA 30332 USA

Integrated Cancer Research Center Georgia Institute of Technology Atlanta GA 30332 USA

Georgia Immunoengineering Consortium Emory University and Georgia Institute of Technology Atlanta GA 30332 USA

Winship Cancer Institute Emory University Atlanta GA 30322 USA

Funding

National Institutes of Health · Georgia Institute of Technology · National Science Foundation · Breast Cancer Research Foundation

References (62)

Show source-provided references
1. 10.1038/s41571-023-00832-410.1038/s41571-023-00832-4 ↗
2. 10.1038/s41416-021-01353-610.1038/s41416-021-01353-6 ↗
3. 10.1186/s13045-023-01492-810.1186/s13045-023-01492-8 ↗
4. 10.1002/cncr.3049110.1002/cncr.30491 ↗
5. 10.1158/1078-0432.CCR-15-068510.1158/1078-0432.CCR-15-0685 ↗
6. 10.1172/JCI3244610.1172/JCI32446 ↗
7. 10.1200/JCO.2012.47.752110.1200/JCO.2012.47.7521 ↗
8. 10.2217/imt.15.2310.2217/imt.15.23 ↗
9. 10.1126/science.107651410.1126/science.1076514 ↗
10. 10.4161/onci.1885110.4161/onci.18851 ↗
11. 10.1038/nm.316110.1038/nm.3161 ↗
12. 10.1038/sj.mt.630010410.1038/sj.mt.6300104 ↗
13. 10.1089/hum.2005.16.145210.1089/hum.2005.16.1452 ↗
14. 10.1038/s41551-019-0358-710.1038/s41551-019-0358-7 ↗
15. 10.1038/s41551-022-00852-y10.1038/s41551-022-00852-y ↗
16. 10.1021/jacs.0c0065910.1021/jacs.0c00659 ↗
17. 10.2967/jnumed.123.26734410.2967/jnumed.123.267344 ↗
18. 10.1021/acscentsci.1c0052910.1021/acscentsci.1c00529 ↗
19. 10.1158/1078-0432.CCR-18-240710.1158/1078-0432.CCR-18-2407 ↗
20. 10.1021/acs.chemrev.9b0073810.1021/acs.chemrev.9b00738 ↗
21. 10.1038/nature0691710.1038/nature06917 ↗
22. 10.1039/D4BM01677G10.1039/D4BM01677G ↗
23. 10.1098/rsfs.2011.002810.1098/rsfs.2011.0028 ↗
24. 10.1063/1.219502410.1063/1.2195024 ↗
25. 10.1109/TUFFC.2014.293010.1109/TUFFC.2014.2930 ↗
26. 10.1063/1.33708910.1063/1.337089 ↗
27. 10.1121/1.192022710.1121/1.1920227 ↗
28. 10.1038/s41565-019-0392-310.1038/s41565-019-0392-3 ↗
29. 10.1007/s10439-011-0449-410.1007/s10439-011-0449-4 ↗
30. 10.1021/acs.nanolett.4c0099210.1021/acs.nanolett.4c00992 ↗
31. 10.1002/smll.20110114010.1002/smll.201101140 ↗
32. 10.1038/s41598-021-83439-y10.1038/s41598-021-83439-y ↗
33. 10.1038/s41377-022-00836-210.1038/s41377-022-00836-2 ↗
34. 10.1109/TMI.2025.356214110.1109/TMI.2025.3562141 ↗
35. 10.1021/acsnano.4c1292910.1021/acsnano.4c12929 ↗
36. 10.1016/j.pacs.2023.10050010.1016/j.pacs.2023.100500 ↗
37. 10.1021/acsnano.9b0454110.1021/acsnano.9b04541 ↗
38. 10.1073/pnas.210694311810.1073/pnas.2106943118 ↗
39. 10.1021/acsnano.8b0136210.1021/acsnano.8b01362 ↗
40. 10.1021/jacs.1c0300410.1021/jacs.1c03004 ↗
41. 10.1021/acsnano.1c0817810.1021/acsnano.1c08178 ↗
42. 10.1038/nnano.2013.30210.1038/nnano.2013.302 ↗
43. 10.1021/acsnano.3c0416110.1021/acsnano.3c04161 ↗
44. 10.1016/j.pacs.2021.10030710.1016/j.pacs.2021.100307 ↗
45. 10.1021/acsnano.4c1787410.1021/acsnano.4c17874 ↗
46. 10.1002/anie.20201511610.1002/anie.202015116 ↗
47. 10.1158/1078-0432.CCR-12-306110.1158/1078-0432.CCR-12-3061 ↗
48. 10.7150/thno.721710.7150/thno.7217 ↗
49. 10.1021/acs.nanolett.8b0348210.1021/acs.nanolett.8b03482 ↗
50. 10.1002/ange.20200003510.1002/ange.202000035 ↗
51. 10.1002/anie.20181374810.1002/anie.201813748 ↗
52. 10.1038/ncomms1578210.1038/ncomms15782 ↗
53. 10.1021/acsnano.0c0521510.1021/acsnano.0c05215 ↗
54. 10.1002/adfm.20230520210.1002/adfm.202305202 ↗
55. 10.1002/adma.20241923510.1002/adma.202419235 ↗
56. 10.1021/cr068028210.1021/cr0680282 ↗
57. 10.1021/nl034197f10.1021/nl034197f ↗
58. 10.1021/acs.nanolett.3c0217710.1021/acs.nanolett.3c02177 ↗
59. 10.1039/df951110005510.1039/df9511100055 ↗
60. 10.1021/jp061667w10.1021/jp061667w ↗
61. 10.1126/science.284.5422.199410.1126/science.284.5422.1994 ↗
62. 10.1038/nrc145610.1038/nrc1456 ↗