Vaccine-elicited T cell responses can contribute to immune protection against emerging infectious disease risks such as antimicrobial-resistant (AMR) microbial pathogens and viruses with pandemic potential, but rapidly identifying appropriate targets for T cell priming vaccines remains challenging. Mass spectrometry (MS) analysis of peptides presented on MHCs can identify potential targets for protective T cell responses in a proteome-wide manner. However, pathogen-derived peptides are outnumbered by self-peptides in the MHC repertoire and may be missed in untargeted MS analyses. Here, we present a novel approach, termed PathMHC, that uses computational analysis of untargeted MS data followed by targeted MS to discover novel pathogen-derived MHC peptides more efficiently than untargeted methods alone. We applied this workflow to identify MHC peptides derived from multiple microbes, including potential vaccine targets presented on MHC-I by human dendritic cells infected with Mycobacterium tuberculosis (Mtb), finding that all Mtb peptides detected in the MHC-I repertoire derived from proteins exported by type VII secretion systems. PathMHC will facilitate antigen discovery campaigns for vaccine development.
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6 October 2025
Article Contents
Technical Advances and Resources|
July 21 2025
Targeting infection-specific peptides in immunopeptidomics studies for vaccine target discovery
Owen Leddy
,
Owen Leddy
(Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing - original draft, Writing - review & editing)
1Department of Biological Engineering,
Massachusetts Institute of Technology
, Cambridge, MA, USA
2
Ragon Institute of MGH, Harvard, and MIT
, Cambridge, MA, USA
3
Koch Institute for Integrative Cancer Medicine
, Cambridge, MA, USA
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Yuko Yuki
,
Yuko Yuki
(Investigation)
4
Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute
, Frederick, MD, USA
5
Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute
, Bethesda, MD, USA
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Mary Carrington
,
Mary Carrington
(Investigation, Writing - review & editing)
2
Ragon Institute of MGH, Harvard, and MIT
, Cambridge, MA, USA
4
Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute
, Frederick, MD, USA
5
Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute
, Bethesda, MD, USA
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Bryan D. Bryson
,
Bryan D. Bryson
*
(Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing - original draft, Writing - review & editing)
1Department of Biological Engineering,
Massachusetts Institute of Technology
, Cambridge, MA, USA
2
Ragon Institute of MGH, Harvard, and MIT
, Cambridge, MA, USA
Correspondence to Bryan D. Bryson: [email protected]
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Forest M. White
Forest M. White
*
(Conceptualization, Funding acquisition, Project administration, Supervision, Writing - review & editing)
1Department of Biological Engineering,
Massachusetts Institute of Technology
, Cambridge, MA, USA
3
Koch Institute for Integrative Cancer Medicine
, Cambridge, MA, USA
6
Center for Precision Cancer Medicine, Massachusetts Institute of Technology
, Cambridge, MA, USA
Forest M. White: [email protected]
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Owen Leddy
https://orcid.org/0000-0002-3437-1956
Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing - original draft, Writing - review & editing
1Department of Biological Engineering,
Massachusetts Institute of Technology
, Cambridge, MA, USA
2
Ragon Institute of MGH, Harvard, and MIT
, Cambridge, MA, USA
3
Koch Institute for Integrative Cancer Medicine
, Cambridge, MA, USA
Yuko Yuki
https://orcid.org/0000-0003-1721-6003
Investigation
4
Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute
, Frederick, MD, USA
5
Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute
, Bethesda, MD, USA
Mary Carrington
https://orcid.org/0000-0002-2692-2180
Investigation, Writing - review & editing
2
Ragon Institute of MGH, Harvard, and MIT
, Cambridge, MA, USA
4
Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute
, Frederick, MD, USA
5
Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute
, Bethesda, MD, USA
Bryan D. Bryson
https://orcid.org/0000-0003-1716-6712
Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing - original draft, Writing - review & editing
*
1Department of Biological Engineering,
Massachusetts Institute of Technology
, Cambridge, MA, USA
2
Ragon Institute of MGH, Harvard, and MIT
, Cambridge, MA, USA
Forest M. White
https://orcid.org/0000-0002-1545-1651
Conceptualization, Funding acquisition, Project administration, Supervision, Writing - review & editing
*
1Department of Biological Engineering,
Massachusetts Institute of Technology
, Cambridge, MA, USA
3
Koch Institute for Integrative Cancer Medicine
, Cambridge, MA, USA
6
Center for Precision Cancer Medicine, Massachusetts Institute of Technology
, Cambridge, MA, USA
Correspondence to Bryan D. Bryson: [email protected]
Forest M. White: [email protected]
*
B.D. Bryson and F.M. White contributed equally to this paper.
Disclosures: O. Leddy reported a patent to polyepitope TB vaccine, US patent application number 63/693,081 pending. B.D. Bryson reported a patent to Mycobacterium tuberculosis vaccines and methods of use thereof pending. No other disclosures were reported.
Received:
February 26 2025
Revision Received:
May 22 2025
Accepted:
June 30 2025
Online ISSN: 1540-9538
Print ISSN: 0022-1007
Funding
Funder(s):
Koch Institute
Funder(s):
National Institutes of Health
- Award Id(s): U01 CA238720,U54 CA283114,1R35GM142900,R01A1022553
Funder(s):
National Institute of Environmental Health Sciences
- Award Id(s): T32-ES007020
Funder(s):
Harvard University Center for AIDS Research
- Award Id(s): P30 AI060354
© 2025 Leddy et al.
2025
Leddy et al.
This article is distributed under the terms as described at https://rupress.org/pages/terms102024/.
J Exp Med (2025) 222 (10): e20250444.
Article history
Received:
February 26 2025
Revision Received:
May 22 2025
Accepted:
June 30 2025
Connected Content
Citation
Owen Leddy, Yuko Yuki, Mary Carrington, Bryan D. Bryson, Forest M. White; Targeting infection-specific peptides in immunopeptidomics studies for vaccine target discovery. J Exp Med 6 October 2025; 222 (10): e20250444. doi: https://doi.org/10.1084/jem.20250444
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