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dc.contributor.authorSahu, Aditi
dc.contributor.authorKose, Kivanc
dc.contributor.authorKraehenbuehl, Lukas
dc.contributor.authorByers, Candice
dc.contributor.authorHolland, Aliya
dc.contributor.authorTembo, Teguru
dc.contributor.authorSantella, Anthony
dc.contributor.authorAlfonso, Anabel
dc.contributor.authorLi, Madison
dc.contributor.authorCordova, Miguel
dc.contributor.authorGill, Melissa
dc.contributor.authorFox, Christi
dc.contributor.authorGonzalez, Salvador
dc.contributor.authorKumar, Piyush
dc.contributor.authorWang, Amber Weiching
dc.contributor.authorKurtansky, Nicholas
dc.contributor.authorChandrani, Pratik
dc.contributor.authorYin, Shen
dc.contributor.authorMehta, Paras
dc.contributor.authorNavarrete-Dechent, Cristian
dc.contributor.authorPeterson, Gary
dc.contributor.authorKing, Kimeil
dc.contributor.authorDusza, Stephen
dc.contributor.authorYang, Ning
dc.contributor.authorLiu, Shuaitong
dc.contributor.authorPhillips, William
dc.contributor.authorGuitera, Pascale
dc.contributor.authorRossi, Anthony
dc.contributor.authorHalpern, Allan
dc.contributor.authorDeng, Liang
dc.contributor.authorPulitzer, Melissa
dc.contributor.authorMarghoob, Ashfaq
dc.contributor.authorChen, Chih-Shan Jason
dc.contributor.authorMerghoub, Taha
dc.contributor.authorRajadhyaksha, Milind
dc.date.accessioned2022-09-22T14:57:06Z
dc.date.available2022-09-22T14:57:06Z
dc.date.issued2022-09-09
dc.identifier.citationSahu A, Kose K, Kraehenbuehl L, Byers C, Holland A, Tembo T, Santella A, Alfonso A, Li M, Cordova M, Gill M, Fox C, Gonzalez S, Kumar P, Wang AW, Kurtansky N, Chandrani P, Yin S, Mehta P, Navarrete-Dechent C, Peterson G, King K, Dusza S, Yang N, Liu S, Phillips W, Guitera P, Rossi A, Halpern A, Deng L, Pulitzer M, Marghoob A, Chen CJ, Merghoub T, Rajadhyaksha M. In vivo tumor immune microenvironment phenotypes correlate with inflammation and vasculature to predict immunotherapy response. Nat Commun. 2022 Sep 9;13(1):5312. doi: 10.1038/s41467-022-32738-7. PMID: 36085288; PMCID: PMC9463451.en_US
dc.identifier.eissn2041-1723
dc.identifier.doi10.1038/s41467-022-32738-7
dc.identifier.pmid36085288
dc.identifier.urihttp://hdl.handle.net/20.500.12648/7559
dc.description.abstractResponse to immunotherapies can be variable and unpredictable. Pathology-based phenotyping of tumors into 'hot' and 'cold' is static, relying solely on T-cell infiltration in single-time single-site biopsies, resulting in suboptimal treatment response prediction. Dynamic vascular events (tumor angiogenesis, leukocyte trafficking) within tumor immune microenvironment (TiME) also influence anti-tumor immunity and treatment response. Here, we report dynamic cellular-level TiME phenotyping in vivo that combines inflammation profiles with vascular features through non-invasive reflectance confocal microscopic imaging. In skin cancer patients, we demonstrate three main TiME phenotypes that correlate with gene and protein expression, and response to toll-like receptor agonist immune-therapy. Notably, phenotypes with high inflammation associate with immunostimulatory signatures and those with high vasculature with angiogenic and endothelial anergy signatures. Moreover, phenotypes with high inflammation and low vasculature demonstrate the best treatment response. This non-invasive in vivo phenotyping approach integrating dynamic vasculature with inflammation serves as a reliable predictor of response to topical immune-therapy in patients.en_US
dc.language.isoenen_US
dc.relation.urlhttps://www.nature.com/articles/s41467-022-32738-7en_US
dc.rights© 2022. The Author(s).
dc.rightsAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.titleIn vivo tumor immune microenvironment phenotypes correlate with inflammation and vasculature to predict immunotherapy response.en_US
dc.typeArticle/Reviewen_US
dc.source.journaltitleNature communicationsen_US
dc.source.volume13
dc.source.issue1
dc.source.beginpage5312
dc.source.endpage
dc.source.countryEngland
dc.description.versionVoRen_US
refterms.dateFOA2022-09-22T14:57:06Z
dc.description.institutionN/Aen_US
dc.description.departmentPathologyen_US
dc.description.degreelevelN/Aen_US
dc.identifier.journalNature communications


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