Single-Cell RNA Sequencing of Tocilizumab-Treated Peripheral Blood Mononuclear Cells as an in vitro Model of Inflammation

COVID-19 has posed a significant threat to global health. Early data has revealed that IL-6, a key regulatory cytokine, plays an important role in the cytokine storm of COVID-19. Multiple trials are therefore looking at the effects of Tocilizumab, an IL-6 receptor antibody that inhibits IL-6 activit...

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Main Authors: Arya Zarinsefat, George Hartoularos, Dmitry Rychkov, Priyanka Rashmi, Sindhu Chandran, Flavio Vincenti, Chun J. Yee, Minnie M. Sarwal
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2020.610682/full
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spelling doaj-3ee169dd4d724d3ca6bf4ec925b76bdc2021-01-05T07:34:59ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-01-011110.3389/fgene.2020.610682610682Single-Cell RNA Sequencing of Tocilizumab-Treated Peripheral Blood Mononuclear Cells as an in vitro Model of InflammationArya Zarinsefat0George Hartoularos1Dmitry Rychkov2Priyanka Rashmi3Sindhu Chandran4Flavio Vincenti5Chun J. Yee6Minnie M. Sarwal7Department of Surgery, University of California, San Francisco, San Francisco, CA, United StatesDepartment of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, United StatesDepartment of Surgery, University of California, San Francisco, San Francisco, CA, United StatesDepartment of Surgery, University of California, San Francisco, San Francisco, CA, United StatesDepartment of Medicine, University of California, San Francisco, San Francisco, CA, United StatesDepartment of Surgery, University of California, San Francisco, San Francisco, CA, United StatesDepartment of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, United StatesDepartment of Surgery, University of California, San Francisco, San Francisco, CA, United StatesCOVID-19 has posed a significant threat to global health. Early data has revealed that IL-6, a key regulatory cytokine, plays an important role in the cytokine storm of COVID-19. Multiple trials are therefore looking at the effects of Tocilizumab, an IL-6 receptor antibody that inhibits IL-6 activity, on treatment of COVID-19, with promising findings. As part of a clinical trial looking at the effects of Tocilizumab treatment on kidney transplant recipients with subclinical rejection, we performed single-cell RNA sequencing of comparing stimulated PBMCs before and after Tocilizumab treatment. We leveraged this data to create an in vitro cytokine storm model, to better understand the effects of Tocilizumab in the presence of inflammation. Tocilizumab-treated cells had reduced expression of inflammatory-mediated genes and biologic pathways, particularly amongst monocytes. These results support the hypothesis that Tocilizumab may hinder the cytokine storm of COVID-19, through a demonstration of biologic impact at the single-cell level.https://www.frontiersin.org/articles/10.3389/fgene.2020.610682/fullsingle cell RNA seqCOVID-19tocilizumab (IL-6 inhibitor)kidney transplantationtranscriptomicsbioinformatics and computational biology
collection DOAJ
language English
format Article
sources DOAJ
author Arya Zarinsefat
George Hartoularos
Dmitry Rychkov
Priyanka Rashmi
Sindhu Chandran
Flavio Vincenti
Chun J. Yee
Minnie M. Sarwal
spellingShingle Arya Zarinsefat
George Hartoularos
Dmitry Rychkov
Priyanka Rashmi
Sindhu Chandran
Flavio Vincenti
Chun J. Yee
Minnie M. Sarwal
Single-Cell RNA Sequencing of Tocilizumab-Treated Peripheral Blood Mononuclear Cells as an in vitro Model of Inflammation
Frontiers in Genetics
single cell RNA seq
COVID-19
tocilizumab (IL-6 inhibitor)
kidney transplantation
transcriptomics
bioinformatics and computational biology
author_facet Arya Zarinsefat
George Hartoularos
Dmitry Rychkov
Priyanka Rashmi
Sindhu Chandran
Flavio Vincenti
Chun J. Yee
Minnie M. Sarwal
author_sort Arya Zarinsefat
title Single-Cell RNA Sequencing of Tocilizumab-Treated Peripheral Blood Mononuclear Cells as an in vitro Model of Inflammation
title_short Single-Cell RNA Sequencing of Tocilizumab-Treated Peripheral Blood Mononuclear Cells as an in vitro Model of Inflammation
title_full Single-Cell RNA Sequencing of Tocilizumab-Treated Peripheral Blood Mononuclear Cells as an in vitro Model of Inflammation
title_fullStr Single-Cell RNA Sequencing of Tocilizumab-Treated Peripheral Blood Mononuclear Cells as an in vitro Model of Inflammation
title_full_unstemmed Single-Cell RNA Sequencing of Tocilizumab-Treated Peripheral Blood Mononuclear Cells as an in vitro Model of Inflammation
title_sort single-cell rna sequencing of tocilizumab-treated peripheral blood mononuclear cells as an in vitro model of inflammation
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2021-01-01
description COVID-19 has posed a significant threat to global health. Early data has revealed that IL-6, a key regulatory cytokine, plays an important role in the cytokine storm of COVID-19. Multiple trials are therefore looking at the effects of Tocilizumab, an IL-6 receptor antibody that inhibits IL-6 activity, on treatment of COVID-19, with promising findings. As part of a clinical trial looking at the effects of Tocilizumab treatment on kidney transplant recipients with subclinical rejection, we performed single-cell RNA sequencing of comparing stimulated PBMCs before and after Tocilizumab treatment. We leveraged this data to create an in vitro cytokine storm model, to better understand the effects of Tocilizumab in the presence of inflammation. Tocilizumab-treated cells had reduced expression of inflammatory-mediated genes and biologic pathways, particularly amongst monocytes. These results support the hypothesis that Tocilizumab may hinder the cytokine storm of COVID-19, through a demonstration of biologic impact at the single-cell level.
topic single cell RNA seq
COVID-19
tocilizumab (IL-6 inhibitor)
kidney transplantation
transcriptomics
bioinformatics and computational biology
url https://www.frontiersin.org/articles/10.3389/fgene.2020.610682/full
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