{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"institution":[{"name":"bioRxiv"}],"indexed":{"date-parts":[[2026,8,23]],"date-time":"2026-08-23T15:28:37Z","timestamp":1787498917944,"version":"build-2736575974"},"posted":{"date-parts":[[2026,2,2]]},"group-title":"Systems Biology","reference-count":18,"publisher":"openRxiv","license":[{"start":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T00:00:00Z","timestamp":1769990400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"award":["U01CA260852"],"award-info":[{"award-number":["U01CA260852"]}],"id":[{"id":"https:\/\/ror.org\/04vfsmv21","id-type":"ROR","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"accepted":{"date-parts":[[2026,2,2]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                <jats:p>Immunotherapies using CAR T cells are revolutionizing B-cell acute lymphoblastic leukemia treatments. However, the majority of patients remain unresponsive, and chronic stimulation of T cells is a common contributor that reduces effector function and persistence. We apply Molecular Pixelation, a recently developed single-cell technology for characterizing cellular surface proteomes, to determine characteristic topological surface-based proteomic signatures of CAR T cell exhaustion. We analyze 76 surface proteins on 8504 CAR T cells at a single-cell level, collected from three donors and either stimulated once or repeatedly, six times over two weeks. The abundances, polarizations, and colocalizations of surface proteins can each distinguish CAR T cells that were stimulated acutely or chronically, and all but one marker with polarization changes increased in polarization. These data also reveal disrupted adhesion signatures of protein colocalization in the peripheral supramolecular activation complex (pSMAC) and increased CD37\/CD82 colocalization after chronic stimulation. These Molecular Pixelation results convey new spatial signatures for proteomic polarization and colocalization on the cell surface that represent new cell-state axes for immunology and systems biology.<\/jats:p>","DOI":"10.64898\/2026.01.30.702970","type":"posted-content","created":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T21:00:21Z","timestamp":1770066021000},"source":"Crossref","is-referenced-by-count":1,"title":["Molecular pixelation of the CAR T cell surface proteome"],"prefix":"10.64898","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5326-7134","authenticated-orcid":false,"given":"Anthony","family":"Cesnik","sequence":"first","affiliation":[{"name":"Bioengineering Department, Stanford University, Stanford, CA, USA"},{"name":"Biohub, Chicago, IL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Oliver","family":"Takacsi-Nagy","sequence":"additional","affiliation":[{"name":"Department of Pathology, Stanford University, Stanford, CA, USA"},{"name":"Program in Immunology, Stanford University, Stanford, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Trang","family":"Le","sequence":"additional","affiliation":[{"name":"Bioengineering Department, Stanford University, Stanford, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3970-9573","authenticated-orcid":false,"given":"Theodore L.","family":"Roth","sequence":"additional","affiliation":[{"name":"Department of Pathology, Stanford University, Stanford, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5167-537X","authenticated-orcid":false,"given":"Ansuman T.","family":"Satpathy","sequence":"additional","affiliation":[{"name":"Department of Pathology, Stanford University, Stanford, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7034-0850","authenticated-orcid":false,"given":"Emma","family":"Lundberg","sequence":"additional","affiliation":[{"name":"Bioengineering Department, Stanford University, Stanford, CA, USA"},{"name":"Department of Pathology, Stanford University, Stanford, CA, USA"},{"name":"Science for Life Laboratory and KTH Royal Institute of Technology, Stockholm, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"54368","reference":[{"key":"2026020511354404000_2026.01.30.702970v1.1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa1407222"},{"key":"2026020511354404000_2026.01.30.702970v1.2","doi-asserted-by":"publisher","DOI":"10.1038\/s41590-022-01337-5"},{"key":"2026020511354404000_2026.01.30.702970v1.3","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-024-02268-9"},{"key":"2026020511354404000_2026.01.30.702970v1.4","doi-asserted-by":"publisher","DOI":"10.4049\/jimmunol.1400557"},{"key":"2026020511354404000_2026.01.30.702970v1.5","doi-asserted-by":"crossref","first-page":"1034257","DOI":"10.3389\/fcell.2022.1034257","article-title":"Mechanisms of CAR T cell exhaustion and current counteraction strategies","volume":"10","year":"2022","journal-title":"Front. 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