Type I interferon signature and cycling lymphocytes in macrophage activation syndrome

BACKGROUND Macrophage activation syndrome (MAS) is a life-threatening complication of Still’s disease (SD) characterized by overt immune cell activation and cytokine storm. We aimed to further understand the immunologic landscape of SD and MAS.METHOD We profiled PBMCs from people in a healthy contro...

Full description

Bibliographic Details
Main Authors: Zhengping Huang, Kailey E. Brodeur, Liang Chen, Du, Holly Wobma, Evan E. Hsu, Meng Liu, Joyce C. Chang, Margaret H. Chang, Janet Chou, Megan Day-Lewis, Fatma Dedeoglu, Olha Halyabar, James A. Lederer, Tianwang Li, Mindy S. Lo, Meiping Lu, Esra Meidan, Jane W. Newburger, Adrienne G. Randolph, Mary Beth Son, Robert P. Sundel, Maria L. Taylor, Huaxiang Wu, Qing Zhou, Scott W. Canna, Kevin Wei, Lauren A. Henderson, Peter A. Nigrovic, Pui Y. Lee
Format: Article
Language:English
Published: American Society for Clinical Investigation 2023-11-01
Series:The Journal of Clinical Investigation
Subjects:
Online Access:https://doi.org/10.1172/JCI165616
_version_ 1827768118637756416
author Zhengping Huang
Kailey E. Brodeur
Liang Chen
Du
Holly Wobma
Evan E. Hsu
Meng Liu
Joyce C. Chang
Margaret H. Chang
Janet Chou
Megan Day-Lewis
Fatma Dedeoglu
Olha Halyabar
James A. Lederer
Tianwang Li
Mindy S. Lo
Meiping Lu
Esra Meidan
Jane W. Newburger
Adrienne G. Randolph
Mary Beth Son
Robert P. Sundel
Maria L. Taylor
Huaxiang Wu
Qing Zhou
Scott W. Canna
Kevin Wei
Lauren A. Henderson
Peter A. Nigrovic
Pui Y. Lee
author_facet Zhengping Huang
Kailey E. Brodeur
Liang Chen
Du
Holly Wobma
Evan E. Hsu
Meng Liu
Joyce C. Chang
Margaret H. Chang
Janet Chou
Megan Day-Lewis
Fatma Dedeoglu
Olha Halyabar
James A. Lederer
Tianwang Li
Mindy S. Lo
Meiping Lu
Esra Meidan
Jane W. Newburger
Adrienne G. Randolph
Mary Beth Son
Robert P. Sundel
Maria L. Taylor
Huaxiang Wu
Qing Zhou
Scott W. Canna
Kevin Wei
Lauren A. Henderson
Peter A. Nigrovic
Pui Y. Lee
author_sort Zhengping Huang
collection DOAJ
description BACKGROUND Macrophage activation syndrome (MAS) is a life-threatening complication of Still’s disease (SD) characterized by overt immune cell activation and cytokine storm. We aimed to further understand the immunologic landscape of SD and MAS.METHOD We profiled PBMCs from people in a healthy control group and patients with SD with or without MAS using bulk RNA-Seq and single-cell RNA-Seq (scRNA-Seq). We validated and expanded the findings by mass cytometry, flow cytometry, and in vitro studies.RESULTS Bulk RNA-Seq of PBMCs from patients with SD-associated MAS revealed strong expression of genes associated with type I interferon (IFN-I) signaling and cell proliferation, in addition to the expected IFN-γ signal, compared with people in the healthy control group and patients with SD without MAS. scRNA-Seq analysis of more than 65,000 total PBMCs confirmed IFN-I and IFN-γ signatures and localized the cell proliferation signature to cycling CD38+HLA-DR+ cells within CD4+ T cell, CD8+ T cell, and NK cell populations. CD38+HLA-DR+ lymphocytes exhibited prominent IFN-γ production, glycolysis, and mTOR signaling. Cell-cell interaction modeling suggested a network linking CD38+HLA-DR+ lymphocytes with monocytes through IFN-γ signaling. Notably, the expansion of CD38+HLA-DR+ lymphocytes in MAS was greater than in other systemic inflammatory conditions in children. In vitro stimulation of PBMCs demonstrated that IFN-I and IL-15 — both elevated in MAS patients — synergistically augmented the generation of CD38+HLA-DR+ lymphocytes, while Janus kinase inhibition mitigated this response.CONCLUSION MAS associated with SD is characterized by overproduction of IFN-I, which may act in synergy with IL-15 to generate CD38+HLA-DR+ cycling lymphocytes that produce IFN-γ.
first_indexed 2024-03-11T12:07:47Z
format Article
id doaj.art-81b3a17577a741b6be6230b306b10f60
institution Directory Open Access Journal
issn 1558-8238
language English
last_indexed 2024-03-11T12:07:47Z
publishDate 2023-11-01
publisher American Society for Clinical Investigation
record_format Article
series The Journal of Clinical Investigation
spelling doaj.art-81b3a17577a741b6be6230b306b10f602023-11-07T16:21:05ZengAmerican Society for Clinical InvestigationThe Journal of Clinical Investigation1558-82382023-11-0113322Type I interferon signature and cycling lymphocytes in macrophage activation syndromeZhengping HuangKailey E. BrodeurLiang ChenDuHolly WobmaEvan E. HsuMeng LiuJoyce C. ChangMargaret H. ChangJanet ChouMegan Day-LewisFatma DedeogluOlha HalyabarJames A. LedererTianwang LiMindy S. LoMeiping LuEsra MeidanJane W. NewburgerAdrienne G. RandolphMary Beth SonRobert P. SundelMaria L. TaylorHuaxiang WuQing ZhouScott W. CannaKevin WeiLauren A. HendersonPeter A. NigrovicPui Y. LeeBACKGROUND Macrophage activation syndrome (MAS) is a life-threatening complication of Still’s disease (SD) characterized by overt immune cell activation and cytokine storm. We aimed to further understand the immunologic landscape of SD and MAS.METHOD We profiled PBMCs from people in a healthy control group and patients with SD with or without MAS using bulk RNA-Seq and single-cell RNA-Seq (scRNA-Seq). We validated and expanded the findings by mass cytometry, flow cytometry, and in vitro studies.RESULTS Bulk RNA-Seq of PBMCs from patients with SD-associated MAS revealed strong expression of genes associated with type I interferon (IFN-I) signaling and cell proliferation, in addition to the expected IFN-γ signal, compared with people in the healthy control group and patients with SD without MAS. scRNA-Seq analysis of more than 65,000 total PBMCs confirmed IFN-I and IFN-γ signatures and localized the cell proliferation signature to cycling CD38+HLA-DR+ cells within CD4+ T cell, CD8+ T cell, and NK cell populations. CD38+HLA-DR+ lymphocytes exhibited prominent IFN-γ production, glycolysis, and mTOR signaling. Cell-cell interaction modeling suggested a network linking CD38+HLA-DR+ lymphocytes with monocytes through IFN-γ signaling. Notably, the expansion of CD38+HLA-DR+ lymphocytes in MAS was greater than in other systemic inflammatory conditions in children. In vitro stimulation of PBMCs demonstrated that IFN-I and IL-15 — both elevated in MAS patients — synergistically augmented the generation of CD38+HLA-DR+ lymphocytes, while Janus kinase inhibition mitigated this response.CONCLUSION MAS associated with SD is characterized by overproduction of IFN-I, which may act in synergy with IL-15 to generate CD38+HLA-DR+ cycling lymphocytes that produce IFN-γ.https://doi.org/10.1172/JCI165616ImmunologyInflammation
spellingShingle Zhengping Huang
Kailey E. Brodeur
Liang Chen
Du
Holly Wobma
Evan E. Hsu
Meng Liu
Joyce C. Chang
Margaret H. Chang
Janet Chou
Megan Day-Lewis
Fatma Dedeoglu
Olha Halyabar
James A. Lederer
Tianwang Li
Mindy S. Lo
Meiping Lu
Esra Meidan
Jane W. Newburger
Adrienne G. Randolph
Mary Beth Son
Robert P. Sundel
Maria L. Taylor
Huaxiang Wu
Qing Zhou
Scott W. Canna
Kevin Wei
Lauren A. Henderson
Peter A. Nigrovic
Pui Y. Lee
Type I interferon signature and cycling lymphocytes in macrophage activation syndrome
The Journal of Clinical Investigation
Immunology
Inflammation
title Type I interferon signature and cycling lymphocytes in macrophage activation syndrome
title_full Type I interferon signature and cycling lymphocytes in macrophage activation syndrome
title_fullStr Type I interferon signature and cycling lymphocytes in macrophage activation syndrome
title_full_unstemmed Type I interferon signature and cycling lymphocytes in macrophage activation syndrome
title_short Type I interferon signature and cycling lymphocytes in macrophage activation syndrome
title_sort type i interferon signature and cycling lymphocytes in macrophage activation syndrome
topic Immunology
Inflammation
url https://doi.org/10.1172/JCI165616
work_keys_str_mv AT zhengpinghuang typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT kaileyebrodeur typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT liangchen typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT du typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT hollywobma typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT evanehsu typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT mengliu typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT joycecchang typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT margarethchang typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT janetchou typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT megandaylewis typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT fatmadedeoglu typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT olhahalyabar typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT jamesalederer typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT tianwangli typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT mindyslo typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT meipinglu typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT esrameidan typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT janewnewburger typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT adriennegrandolph typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT marybethson typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT robertpsundel typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT marialtaylor typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT huaxiangwu typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT qingzhou typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT scottwcanna typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT kevinwei typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT laurenahenderson typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT peteranigrovic typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome
AT puiylee typeiinterferonsignatureandcyclinglymphocytesinmacrophageactivationsyndrome