A magneto-activated nanoscale cytometry platform for molecular profiling of small extracellular vesicles

Abstract Exosomal PD-L1 (exoPD-L1) has recently received significant attention as a biomarker predicting immunotherapeutic responses involving the PD1/PD-L1 pathway. However, current technologies for exosomal analysis rely primarily on bulk measurements that do not consider the heterogeneity found w...

Full description

Bibliographic Details
Main Authors: Kangfu Chen, Bill T. V. Duong, Sharif U. Ahmed, Piriththiv Dhavarasa, Zongjie Wang, Mahmoud Labib, Connor Flynn, Jingya Xu, Yi Y. Zhang, Hansen Wang, Xiaolong Yang, Jagotamoy Das, Hossein Zargartalebi, Yuan Ma, Shana O. Kelley
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-023-41285-8
_version_ 1827709926591430656
author Kangfu Chen
Bill T. V. Duong
Sharif U. Ahmed
Piriththiv Dhavarasa
Zongjie Wang
Mahmoud Labib
Connor Flynn
Jingya Xu
Yi Y. Zhang
Hansen Wang
Xiaolong Yang
Jagotamoy Das
Hossein Zargartalebi
Yuan Ma
Shana O. Kelley
author_facet Kangfu Chen
Bill T. V. Duong
Sharif U. Ahmed
Piriththiv Dhavarasa
Zongjie Wang
Mahmoud Labib
Connor Flynn
Jingya Xu
Yi Y. Zhang
Hansen Wang
Xiaolong Yang
Jagotamoy Das
Hossein Zargartalebi
Yuan Ma
Shana O. Kelley
author_sort Kangfu Chen
collection DOAJ
description Abstract Exosomal PD-L1 (exoPD-L1) has recently received significant attention as a biomarker predicting immunotherapeutic responses involving the PD1/PD-L1 pathway. However, current technologies for exosomal analysis rely primarily on bulk measurements that do not consider the heterogeneity found within exosomal subpopulations. Here, we present a nanoscale cytometry platform NanoEPIC, enabling phenotypic sorting and exoPD-L1 profiling from blood plasma. We highlight the efficacy of NanoEPIC in monitoring anti-PD-1 immunotherapy through the interrogation of exoPD-L1. NanoEPIC generates signature exoPD-L1 patterns in responders and non-responders. In mice treated with PD1-targeted immunotherapy, exoPD-L1 is correlated with tumor growth, PD-L1 burden in tumors, and the immune suppression of CD8+ tumor-infiltrating lymphocytes. Small extracellular vesicles (sEVs) with different PD-L1 expression levels display distinctive inhibitory effects on CD8 + T cells. NanoEPIC offers robust, high-throughput profiling of exosomal markers, enabling sEV subpopulation analysis. This platform holds the potential for enhanced cancer screening, personalized treatment, and therapeutic response monitoring.
first_indexed 2024-03-10T17:30:06Z
format Article
id doaj.art-db1a84b8a6c24aea94bb88980dd20cfc
institution Directory Open Access Journal
issn 2041-1723
language English
last_indexed 2024-03-10T17:30:06Z
publishDate 2023-09-01
publisher Nature Portfolio
record_format Article
series Nature Communications
spelling doaj.art-db1a84b8a6c24aea94bb88980dd20cfc2023-11-20T10:04:51ZengNature PortfolioNature Communications2041-17232023-09-0114111510.1038/s41467-023-41285-8A magneto-activated nanoscale cytometry platform for molecular profiling of small extracellular vesiclesKangfu Chen0Bill T. V. Duong1Sharif U. Ahmed2Piriththiv Dhavarasa3Zongjie Wang4Mahmoud Labib5Connor Flynn6Jingya Xu7Yi Y. Zhang8Hansen Wang9Xiaolong Yang10Jagotamoy Das11Hossein Zargartalebi12Yuan Ma13Shana O. Kelley14Department of Pharmaceutical Sciences, University of TorontoDepartment of Chemistry, University of TorontoDepartment of Pharmaceutical Sciences, University of TorontoDepartment of Biochemistry, University of TorontoDepartment of Biomedical Engineering, Northwestern UniversityDepartment of Pharmaceutical Sciences, University of TorontoDepartment of Chemistry, University of TorontoDepartment of Chemistry, University of TorontoDepartment of Pharmaceutical Sciences, University of TorontoDepartment of Pharmaceutical Sciences, University of TorontoDepartment of Pharmaceutical Sciences, University of TorontoDepartment of Chemistry, Northwestern UniversityDepartment of Pharmaceutical Sciences, University of TorontoDepartment of Pharmaceutical Sciences, University of TorontoDepartment of Pharmaceutical Sciences, University of TorontoAbstract Exosomal PD-L1 (exoPD-L1) has recently received significant attention as a biomarker predicting immunotherapeutic responses involving the PD1/PD-L1 pathway. However, current technologies for exosomal analysis rely primarily on bulk measurements that do not consider the heterogeneity found within exosomal subpopulations. Here, we present a nanoscale cytometry platform NanoEPIC, enabling phenotypic sorting and exoPD-L1 profiling from blood plasma. We highlight the efficacy of NanoEPIC in monitoring anti-PD-1 immunotherapy through the interrogation of exoPD-L1. NanoEPIC generates signature exoPD-L1 patterns in responders and non-responders. In mice treated with PD1-targeted immunotherapy, exoPD-L1 is correlated with tumor growth, PD-L1 burden in tumors, and the immune suppression of CD8+ tumor-infiltrating lymphocytes. Small extracellular vesicles (sEVs) with different PD-L1 expression levels display distinctive inhibitory effects on CD8 + T cells. NanoEPIC offers robust, high-throughput profiling of exosomal markers, enabling sEV subpopulation analysis. This platform holds the potential for enhanced cancer screening, personalized treatment, and therapeutic response monitoring.https://doi.org/10.1038/s41467-023-41285-8
spellingShingle Kangfu Chen
Bill T. V. Duong
Sharif U. Ahmed
Piriththiv Dhavarasa
Zongjie Wang
Mahmoud Labib
Connor Flynn
Jingya Xu
Yi Y. Zhang
Hansen Wang
Xiaolong Yang
Jagotamoy Das
Hossein Zargartalebi
Yuan Ma
Shana O. Kelley
A magneto-activated nanoscale cytometry platform for molecular profiling of small extracellular vesicles
Nature Communications
title A magneto-activated nanoscale cytometry platform for molecular profiling of small extracellular vesicles
title_full A magneto-activated nanoscale cytometry platform for molecular profiling of small extracellular vesicles
title_fullStr A magneto-activated nanoscale cytometry platform for molecular profiling of small extracellular vesicles
title_full_unstemmed A magneto-activated nanoscale cytometry platform for molecular profiling of small extracellular vesicles
title_short A magneto-activated nanoscale cytometry platform for molecular profiling of small extracellular vesicles
title_sort magneto activated nanoscale cytometry platform for molecular profiling of small extracellular vesicles
url https://doi.org/10.1038/s41467-023-41285-8
work_keys_str_mv AT kangfuchen amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT billtvduong amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT sharifuahmed amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT piriththivdhavarasa amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT zongjiewang amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT mahmoudlabib amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT connorflynn amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT jingyaxu amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT yiyzhang amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT hansenwang amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT xiaolongyang amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT jagotamoydas amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT hosseinzargartalebi amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT yuanma amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT shanaokelley amagnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT kangfuchen magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT billtvduong magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT sharifuahmed magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT piriththivdhavarasa magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT zongjiewang magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT mahmoudlabib magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT connorflynn magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT jingyaxu magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT yiyzhang magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT hansenwang magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT xiaolongyang magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT jagotamoydas magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT hosseinzargartalebi magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT yuanma magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles
AT shanaokelley magnetoactivatednanoscalecytometryplatformformolecularprofilingofsmallextracellularvesicles