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Longitudinal characteristics of lymphocyte responses and cytokine profiles in the peripheral blood of SARS-CoV-2 infected patients

Identifieur interne : 000F28 ( Pmc/Curation ); précédent : 000F27; suivant : 000F29

Longitudinal characteristics of lymphocyte responses and cytokine profiles in the peripheral blood of SARS-CoV-2 infected patients

Auteurs : Jing Liu [République populaire de Chine] ; Sumeng Li [République populaire de Chine] ; Jia Liu [République populaire de Chine] ; Boyun Liang [République populaire de Chine] ; Xiaobei Wang [République populaire de Chine] ; Hua Wang [République populaire de Chine] ; Wei Li [République populaire de Chine] ; Qiaoxia Tong [République populaire de Chine] ; Jianhua Yi [République populaire de Chine] ; Lei Zhao [République populaire de Chine] ; Lijuan Xiong [République populaire de Chine] ; Chunxia Guo [République populaire de Chine] ; Jin Tian [République populaire de Chine] ; Jinzhuo Luo [République populaire de Chine] ; Jinghong Yao [République populaire de Chine] ; Ran Pang [République populaire de Chine] ; Hui Shen [République populaire de Chine] ; Cheng Peng [République populaire de Chine] ; Ting Liu [République populaire de Chine] ; Qian Zhang [République populaire de Chine] ; Jun Wu [République populaire de Chine] ; Ling Xu [République populaire de Chine] ; Sihong Lu [République populaire de Chine] ; Baoju Wang [République populaire de Chine] ; Zhihong Weng [République populaire de Chine] ; Chunrong Han [République populaire de Chine] ; Huabing Zhu [République populaire de Chine] ; Ruxia Zhou [République populaire de Chine] ; Helong Zhou [République populaire de Chine] ; Xiliu Chen [République populaire de Chine] ; Pian Ye [République populaire de Chine] ; Bin Zhu [République populaire de Chine] ; Lu Wang [République populaire de Chine] ; Wenqing Zhou [République populaire de Chine] ; Shengsong He [République populaire de Chine] ; Yongwen He [République populaire de Chine] ; Shenghua Jie [République populaire de Chine] ; Ping Wei [République populaire de Chine] ; Jianao Zhang [République populaire de Chine] ; Yinping Lu [République populaire de Chine] ; Weixian Wang [République populaire de Chine] ; Li Zhang [République populaire de Chine] ; Ling Li [République populaire de Chine] ; Fengqin Zhou [République populaire de Chine] ; Jun Wang [Allemagne, République populaire de Chine] ; Ulf Dittmer [Allemagne, République populaire de Chine] ; Mengji Lu [Allemagne, République populaire de Chine] ; Yu Hu [République populaire de Chine] ; Dongliang Yang [République populaire de Chine] ; Xin Zheng [République populaire de Chine]

Source :

RBID : PMC:7165294

Abstract

Background

The dynamic changes of lymphocyte subsets and cytokines profiles of patients with novel coronavirus disease (COVID-19) and their correlation with the disease severity remain unclear.

Methods

Peripheral blood samples were longitudinally collected from 40 confirmed COVID-19 patients and examined for lymphocyte subsets by flow cytometry and cytokine profiles by specific immunoassays.

Findings

Of the 40 COVID-19 patients enrolled, 13 severe cases showed significant and sustained decreases in lymphocyte counts [0•6 (0•6-0•8)] but increases in neutrophil counts [4•7 (3•6-5•8)] than 27 mild cases [1.1 (0•8-1•4); 2•0 (1•5-2•9)]. Further analysis demonstrated significant decreases in the counts of T cells, especially CD8+ T cells, as well as increases in IL-6, IL-10, IL-2 and IFN-γ levels in the peripheral blood in the severe cases compared to those in the mild cases. T cell counts and cytokine levels in severe COVID-19 patients who survived the disease gradually recovered at later time points to levels that were comparable to those of the mild cases. Moreover, the neutrophil-to-lymphocyte ratio (NLR) (AUC=0•93) and neutrophil-to-CD8+ T cell ratio (N8R) (AUC =0•94) were identified as powerful prognostic factors affecting the prognosis for severe COVID-19.

Interpretation

The degree of lymphopenia and a proinflammatory cytokine storm is higher in severe COVID-19 patients than in mild cases, and is associated with the disease severity. N8R and NLR may serve as a useful prognostic factor for early identification of severe COVID-19 cases.

Funding

The National Natural Science Foundation of China, the National Science and Technology Major Project, the Health Commission of Hubei Province, Huazhong University of Science and Technology, and the Medical Faculty of the University Hospital Essen, Germany.


Url:
DOI: 10.1016/j.ebiom.2020.102763
PubMed: NONE
PubMed Central: 7165294

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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<name sortKey="Liu, Ting" sort="Liu, Ting" uniqKey="Liu T" first="Ting" last="Liu">Ting Liu</name>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<name sortKey="Zhang, Qian" sort="Zhang, Qian" uniqKey="Zhang Q" first="Qian" last="Zhang">Qian Zhang</name>
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<name sortKey="Wu, Jun" sort="Wu, Jun" uniqKey="Wu J" first="Jun" last="Wu">Jun Wu</name>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<name sortKey="Xu, Ling" sort="Xu, Ling" uniqKey="Xu L" first="Ling" last="Xu">Ling Xu</name>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
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<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Lu, Sihong" sort="Lu, Sihong" uniqKey="Lu S" first="Sihong" last="Lu">Sihong Lu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Wang, Baoju" sort="Wang, Baoju" uniqKey="Wang B" first="Baoju" last="Wang">Baoju Wang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Weng, Zhihong" sort="Weng, Zhihong" uniqKey="Weng Z" first="Zhihong" last="Weng">Zhihong Weng</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Han, Chunrong" sort="Han, Chunrong" uniqKey="Han C" first="Chunrong" last="Han">Chunrong Han</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhu, Huabing" sort="Zhu, Huabing" uniqKey="Zhu H" first="Huabing" last="Zhu">Huabing Zhu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhou, Ruxia" sort="Zhou, Ruxia" uniqKey="Zhou R" first="Ruxia" last="Zhou">Ruxia Zhou</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhou, Helong" sort="Zhou, Helong" uniqKey="Zhou H" first="Helong" last="Zhou">Helong Zhou</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Chen, Xiliu" sort="Chen, Xiliu" uniqKey="Chen X" first="Xiliu" last="Chen">Xiliu Chen</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Ye, Pian" sort="Ye, Pian" uniqKey="Ye P" first="Pian" last="Ye">Pian Ye</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhu, Bin" sort="Zhu, Bin" uniqKey="Zhu B" first="Bin" last="Zhu">Bin Zhu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Wang, Lu" sort="Wang, Lu" uniqKey="Wang L" first="Lu" last="Wang">Lu Wang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhou, Wenqing" sort="Zhou, Wenqing" uniqKey="Zhou W" first="Wenqing" last="Zhou">Wenqing Zhou</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="He, Shengsong" sort="He, Shengsong" uniqKey="He S" first="Shengsong" last="He">Shengsong He</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="He, Yongwen" sort="He, Yongwen" uniqKey="He Y" first="Yongwen" last="He">Yongwen He</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Jie, Shenghua" sort="Jie, Shenghua" uniqKey="Jie S" first="Shenghua" last="Jie">Shenghua Jie</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Wei, Ping" sort="Wei, Ping" uniqKey="Wei P" first="Ping" last="Wei">Ping Wei</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhang, Jianao" sort="Zhang, Jianao" uniqKey="Zhang J" first="Jianao" last="Zhang">Jianao Zhang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Lu, Yinping" sort="Lu, Yinping" uniqKey="Lu Y" first="Yinping" last="Lu">Yinping Lu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Wang, Weixian" sort="Wang, Weixian" uniqKey="Wang W" first="Weixian" last="Wang">Weixian Wang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhang, Li" sort="Zhang, Li" uniqKey="Zhang L" first="Li" last="Zhang">Li Zhang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Li, Ling" sort="Li, Ling" uniqKey="Li L" first="Ling" last="Li">Ling Li</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhou, Fengqin" sort="Zhou, Fengqin" uniqKey="Zhou F" first="Fengqin" last="Zhou">Fengqin Zhou</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Wang, Jun" sort="Wang, Jun" uniqKey="Wang J" first="Jun" last="Wang">Jun Wang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0002">Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147, Germany</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Dittmer, Ulf" sort="Dittmer, Ulf" uniqKey="Dittmer U" first="Ulf" last="Dittmer">Ulf Dittmer</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0002">Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147, Germany</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Lu, Mengji" sort="Lu, Mengji" uniqKey="Lu M" first="Mengji" last="Lu">Mengji Lu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0002">Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147, Germany</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Hu, Yu" sort="Hu, Yu" uniqKey="Hu Y" first="Yu" last="Hu">Yu Hu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0005">Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
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<name sortKey="Yang, Dongliang" sort="Yang, Dongliang" uniqKey="Yang D" first="Dongliang" last="Yang">Dongliang Yang</name>
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<title xml:lang="en" level="a" type="main">Longitudinal characteristics of lymphocyte responses and cytokine profiles in the peripheral blood of SARS-CoV-2 infected patients</title>
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<name sortKey="Liu, Jing" sort="Liu, Jing" uniqKey="Liu J" first="Jing" last="Liu">Jing Liu</name>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<name sortKey="Li, Wei" sort="Li, Wei" uniqKey="Li W" first="Wei" last="Li">Wei Li</name>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<name sortKey="Pang, Ran" sort="Pang, Ran" uniqKey="Pang R" first="Ran" last="Pang">Ran Pang</name>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<name sortKey="Shen, Hui" sort="Shen, Hui" uniqKey="Shen H" first="Hui" last="Shen">Hui Shen</name>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<name sortKey="Peng, Cheng" sort="Peng, Cheng" uniqKey="Peng C" first="Cheng" last="Peng">Cheng Peng</name>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<name sortKey="Liu, Ting" sort="Liu, Ting" uniqKey="Liu T" first="Ting" last="Liu">Ting Liu</name>
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<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
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<name sortKey="Zhang, Qian" sort="Zhang, Qian" uniqKey="Zhang Q" first="Qian" last="Zhang">Qian Zhang</name>
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<name sortKey="Wu, Jun" sort="Wu, Jun" uniqKey="Wu J" first="Jun" last="Wu">Jun Wu</name>
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<name sortKey="Lu, Sihong" sort="Lu, Sihong" uniqKey="Lu S" first="Sihong" last="Lu">Sihong Lu</name>
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<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Weng, Zhihong" sort="Weng, Zhihong" uniqKey="Weng Z" first="Zhihong" last="Weng">Zhihong Weng</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Han, Chunrong" sort="Han, Chunrong" uniqKey="Han C" first="Chunrong" last="Han">Chunrong Han</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhu, Huabing" sort="Zhu, Huabing" uniqKey="Zhu H" first="Huabing" last="Zhu">Huabing Zhu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhou, Ruxia" sort="Zhou, Ruxia" uniqKey="Zhou R" first="Ruxia" last="Zhou">Ruxia Zhou</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhou, Helong" sort="Zhou, Helong" uniqKey="Zhou H" first="Helong" last="Zhou">Helong Zhou</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Chen, Xiliu" sort="Chen, Xiliu" uniqKey="Chen X" first="Xiliu" last="Chen">Xiliu Chen</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Ye, Pian" sort="Ye, Pian" uniqKey="Ye P" first="Pian" last="Ye">Pian Ye</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhu, Bin" sort="Zhu, Bin" uniqKey="Zhu B" first="Bin" last="Zhu">Bin Zhu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Wang, Lu" sort="Wang, Lu" uniqKey="Wang L" first="Lu" last="Wang">Lu Wang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhou, Wenqing" sort="Zhou, Wenqing" uniqKey="Zhou W" first="Wenqing" last="Zhou">Wenqing Zhou</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="He, Shengsong" sort="He, Shengsong" uniqKey="He S" first="Shengsong" last="He">Shengsong He</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="He, Yongwen" sort="He, Yongwen" uniqKey="He Y" first="Yongwen" last="He">Yongwen He</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Jie, Shenghua" sort="Jie, Shenghua" uniqKey="Jie S" first="Shenghua" last="Jie">Shenghua Jie</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Wei, Ping" sort="Wei, Ping" uniqKey="Wei P" first="Ping" last="Wei">Ping Wei</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhang, Jianao" sort="Zhang, Jianao" uniqKey="Zhang J" first="Jianao" last="Zhang">Jianao Zhang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Lu, Yinping" sort="Lu, Yinping" uniqKey="Lu Y" first="Yinping" last="Lu">Yinping Lu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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</author>
<author>
<name sortKey="Wang, Weixian" sort="Wang, Weixian" uniqKey="Wang W" first="Weixian" last="Wang">Weixian Wang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhang, Li" sort="Zhang, Li" uniqKey="Zhang L" first="Li" last="Zhang">Li Zhang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Li, Ling" sort="Li, Ling" uniqKey="Li L" first="Ling" last="Li">Ling Li</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Zhou, Fengqin" sort="Zhou, Fengqin" uniqKey="Zhou F" first="Fengqin" last="Zhou">Fengqin Zhou</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Wang, Jun" sort="Wang, Jun" uniqKey="Wang J" first="Jun" last="Wang">Jun Wang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0002">Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147, Germany</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Dittmer, Ulf" sort="Dittmer, Ulf" uniqKey="Dittmer U" first="Ulf" last="Dittmer">Ulf Dittmer</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0002">Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147, Germany</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Lu, Mengji" sort="Lu, Mengji" uniqKey="Lu M" first="Mengji" last="Lu">Mengji Lu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0002">Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147, Germany</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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</author>
<author>
<name sortKey="Hu, Yu" sort="Hu, Yu" uniqKey="Hu Y" first="Yu" last="Hu">Yu Hu</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0005">Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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</author>
<author>
<name sortKey="Yang, Dongliang" sort="Yang, Dongliang" uniqKey="Yang D" first="Dongliang" last="Yang">Dongliang Yang</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
</author>
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<name sortKey="Zheng, Xin" sort="Zheng, Xin" uniqKey="Zheng X" first="Xin" last="Zheng">Xin Zheng</name>
<affiliation wicri:level="1">
<nlm:aff id="aff0001">Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff0003">Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</nlm:aff>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022</wicri:regionArea>
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<series>
<title level="j">EBioMedicine</title>
<idno type="eISSN">2352-3964</idno>
<imprint>
<date when="2020">2020</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc>
<textClass></textClass>
</profileDesc>
</teiHeader>
<front>
<div type="abstract" xml:lang="en">
<sec>
<title>Background</title>
<p>The dynamic changes of lymphocyte subsets and cytokines profiles of patients with novel coronavirus disease (COVID-19) and their correlation with the disease severity remain unclear.</p>
</sec>
<sec>
<title>Methods</title>
<p>Peripheral blood samples were longitudinally collected from 40 confirmed COVID-19 patients and examined for lymphocyte subsets by flow cytometry and cytokine profiles by specific immunoassays.</p>
</sec>
<sec>
<title>Findings</title>
<p>Of the 40 COVID-19 patients enrolled, 13 severe cases showed significant and sustained decreases in lymphocyte counts [0•6 (0•6-0•8)] but increases in neutrophil counts [4•7 (3•6-5•8)] than 27 mild cases [1.1 (0•8-1•4); 2•0 (1•5-2•9)]. Further analysis demonstrated significant decreases in the counts of T cells, especially CD8
<sup>+</sup>
T cells, as well as increases in IL-6, IL-10, IL-2 and IFN-γ levels in the peripheral blood in the severe cases compared to those in the mild cases. T cell counts and cytokine levels in severe COVID-19 patients who survived the disease gradually recovered at later time points to levels that were comparable to those of the mild cases. Moreover, the neutrophil-to-lymphocyte ratio (NLR) (AUC=0•93) and neutrophil-to-CD8
<sup>+</sup>
T cell ratio (N8R) (AUC =0•94) were identified as powerful prognostic factors affecting the prognosis for severe COVID-19.</p>
</sec>
<sec>
<title>Interpretation</title>
<p>The degree of lymphopenia and a proinflammatory cytokine storm is higher in severe COVID-19 patients than in mild cases, and is associated with the disease severity. N8R and NLR may serve as a useful prognostic factor for early identification of severe COVID-19 cases.</p>
</sec>
<sec>
<title>Funding</title>
<p>The National Natural Science Foundation of China, the National Science and Technology Major Project, the Health Commission of Hubei Province, Huazhong University of Science and Technology, and the Medical Faculty of the University Hospital Essen, Germany.</p>
</sec>
</div>
</front>
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</TEI>
<pmc article-type="research-article">
<pmc-dir>properties open_access</pmc-dir>
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">EBioMedicine</journal-id>
<journal-id journal-id-type="iso-abbrev">EBioMedicine</journal-id>
<journal-title-group>
<journal-title>EBioMedicine</journal-title>
</journal-title-group>
<issn pub-type="epub">2352-3964</issn>
<publisher>
<publisher-name>The Author(s). Published by Elsevier B.V.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="pmc">7165294</article-id>
<article-id pub-id-type="publisher-id">S2352-3964(20)30138-9</article-id>
<article-id pub-id-type="doi">10.1016/j.ebiom.2020.102763</article-id>
<article-id pub-id-type="publisher-id">102763</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Longitudinal characteristics of lymphocyte responses and cytokine profiles in the peripheral blood of SARS-CoV-2 infected patients</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" id="au0001">
<name>
<surname>Liu</surname>
<given-names>Jing</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
<xref rid="fn2" ref-type="fn">1</xref>
</contrib>
<contrib contrib-type="author" id="au0002">
<name>
<surname>Li</surname>
<given-names>Sumeng</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
<xref rid="fn2" ref-type="fn">1</xref>
</contrib>
<contrib contrib-type="author" id="au0003">
<name>
<surname>Liu</surname>
<given-names>Jia</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
<xref rid="fn2" ref-type="fn">1</xref>
</contrib>
<contrib contrib-type="author" id="au0004">
<name>
<surname>Liang</surname>
<given-names>Boyun</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0005">
<name>
<surname>Wang</surname>
<given-names>Xiaobei</given-names>
</name>
<xref rid="aff0004" ref-type="aff">d</xref>
</contrib>
<contrib contrib-type="author" id="au0006">
<name>
<surname>Wang</surname>
<given-names>Hua</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
</contrib>
<contrib contrib-type="author" id="au0007">
<name>
<surname>Li</surname>
<given-names>Wei</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0008">
<name>
<surname>Tong</surname>
<given-names>Qiaoxia</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0009">
<name>
<surname>Yi</surname>
<given-names>Jianhua</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0010">
<name>
<surname>Zhao</surname>
<given-names>Lei</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0011">
<name>
<surname>Xiong</surname>
<given-names>Lijuan</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0012">
<name>
<surname>Guo</surname>
<given-names>Chunxia</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0013">
<name>
<surname>Tian</surname>
<given-names>Jin</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0014">
<name>
<surname>Luo</surname>
<given-names>Jinzhuo</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0015">
<name>
<surname>Yao</surname>
<given-names>Jinghong</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0016">
<name>
<surname>Pang</surname>
<given-names>Ran</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0017">
<name>
<surname>Shen</surname>
<given-names>Hui</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0018">
<name>
<surname>Peng</surname>
<given-names>Cheng</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0019">
<name>
<surname>Liu</surname>
<given-names>Ting</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0020">
<name>
<surname>Zhang</surname>
<given-names>Qian</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0021">
<name>
<surname>Wu</surname>
<given-names>Jun</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0022">
<name>
<surname>Xu</surname>
<given-names>Ling</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0023">
<name>
<surname>Lu</surname>
<given-names>Sihong</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0024">
<name>
<surname>Wang</surname>
<given-names>Baoju</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0025">
<name>
<surname>Weng</surname>
<given-names>Zhihong</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0026">
<name>
<surname>Han</surname>
<given-names>Chunrong</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0027">
<name>
<surname>Zhu</surname>
<given-names>Huabing</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0028">
<name>
<surname>Zhou</surname>
<given-names>Ruxia</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0029">
<name>
<surname>Zhou</surname>
<given-names>Helong</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0030">
<name>
<surname>Chen</surname>
<given-names>Xiliu</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0031">
<name>
<surname>Ye</surname>
<given-names>Pian</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0032">
<name>
<surname>Zhu</surname>
<given-names>Bin</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0033">
<name>
<surname>Wang</surname>
<given-names>Lu</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0034">
<name>
<surname>Zhou</surname>
<given-names>Wenqing</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0035">
<name>
<surname>He</surname>
<given-names>Shengsong</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0036">
<name>
<surname>He</surname>
<given-names>Yongwen</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0037">
<name>
<surname>Jie</surname>
<given-names>Shenghua</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0038">
<name>
<surname>Wei</surname>
<given-names>Ping</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0039">
<name>
<surname>Zhang</surname>
<given-names>Jianao</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0040">
<name>
<surname>Lu</surname>
<given-names>Yinping</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0041">
<name>
<surname>Wang</surname>
<given-names>Weixian</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0042">
<name>
<surname>Zhang</surname>
<given-names>Li</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0043">
<name>
<surname>Li</surname>
<given-names>Ling</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0044">
<name>
<surname>Zhou</surname>
<given-names>Fengqin</given-names>
</name>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0045">
<name>
<surname>Wang</surname>
<given-names>Jun</given-names>
</name>
<xref rid="aff0002" ref-type="aff">b</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0046">
<name>
<surname>Dittmer</surname>
<given-names>Ulf</given-names>
</name>
<xref rid="aff0002" ref-type="aff">b</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0047">
<name>
<surname>Lu</surname>
<given-names>Mengji</given-names>
</name>
<xref rid="aff0002" ref-type="aff">b</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
</contrib>
<contrib contrib-type="author" id="au0048">
<name>
<surname>Hu</surname>
<given-names>Yu</given-names>
</name>
<email>huyu@126.com</email>
<xref rid="aff0005" ref-type="aff">e</xref>
<xref rid="cor0001" ref-type="corresp"></xref>
</contrib>
<contrib contrib-type="author" id="au0049">
<name>
<surname>Yang</surname>
<given-names>Dongliang</given-names>
</name>
<email>dlyang@hust.edu.cn</email>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
<xref rid="cor0002" ref-type="corresp">⁎⁎</xref>
</contrib>
<contrib contrib-type="author" id="au0050">
<name>
<surname>Zheng</surname>
<given-names>Xin</given-names>
</name>
<email>xin11@hotmail.com</email>
<xref rid="aff0001" ref-type="aff">a</xref>
<xref rid="aff0003" ref-type="aff">c</xref>
<xref rid="fn1" ref-type="fn">⁎⁎⁎</xref>
</contrib>
</contrib-group>
<aff id="aff0001">
<label>a</label>
Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</aff>
<aff id="aff0002">
<label>b</label>
Institute for Virology, University Hospital of Essen, University of Duisburg-Essen, Essen 45147, Germany</aff>
<aff id="aff0003">
<label>c</label>
Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan 430022, China</aff>
<aff id="aff0004">
<label>d</label>
Department of Clinical Laboratory, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</aff>
<aff id="aff0005">
<label>e</label>
Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China</aff>
<author-notes>
<corresp id="cor0001">
<label></label>
Correspondence to: Prof. Dr. Yu Hu, Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China. Tel: +86 27 85726301.
<email>huyu@126.com</email>
</corresp>
<corresp id="cor0002">
<label>⁎⁎</label>
Prof. Dr. Dongliang Yang, Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China. Tel: +86 27 85726130.
<email>dlyang@hust.edu.cn</email>
</corresp>
<fn id="fn2">
<label>1</label>
<p id="notep0002">These authors contribute equally to this work.</p>
</fn>
<fn id="fn1">
<label>⁎⁎⁎</label>
<p id="notep0001">Prof. Dr. Xin Zheng, Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China. Tel: +86 27 85726732.</p>
</fn>
</author-notes>
<pub-date pub-type="pmc-release">
<day>18</day>
<month>4</month>
<year>2020</year>
</pub-date>
<pmc-comment> PMC Release delay is 0 months and 0 days and was based on .</pmc-comment>
<pub-date pub-type="epub">
<day>18</day>
<month>4</month>
<year>2020</year>
</pub-date>
<elocation-id>102763</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>2</month>
<year>2020</year>
</date>
<date date-type="rev-recd">
<day>5</day>
<month>4</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>6</day>
<month>4</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>© 2020 The Author(s). Published by Elsevier B.V.</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder></copyright-holder>
<license>
<license-p>Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.</license-p>
</license>
</permissions>
<abstract id="abs0001">
<sec>
<title>Background</title>
<p>The dynamic changes of lymphocyte subsets and cytokines profiles of patients with novel coronavirus disease (COVID-19) and their correlation with the disease severity remain unclear.</p>
</sec>
<sec>
<title>Methods</title>
<p>Peripheral blood samples were longitudinally collected from 40 confirmed COVID-19 patients and examined for lymphocyte subsets by flow cytometry and cytokine profiles by specific immunoassays.</p>
</sec>
<sec>
<title>Findings</title>
<p>Of the 40 COVID-19 patients enrolled, 13 severe cases showed significant and sustained decreases in lymphocyte counts [0•6 (0•6-0•8)] but increases in neutrophil counts [4•7 (3•6-5•8)] than 27 mild cases [1.1 (0•8-1•4); 2•0 (1•5-2•9)]. Further analysis demonstrated significant decreases in the counts of T cells, especially CD8
<sup>+</sup>
T cells, as well as increases in IL-6, IL-10, IL-2 and IFN-γ levels in the peripheral blood in the severe cases compared to those in the mild cases. T cell counts and cytokine levels in severe COVID-19 patients who survived the disease gradually recovered at later time points to levels that were comparable to those of the mild cases. Moreover, the neutrophil-to-lymphocyte ratio (NLR) (AUC=0•93) and neutrophil-to-CD8
<sup>+</sup>
T cell ratio (N8R) (AUC =0•94) were identified as powerful prognostic factors affecting the prognosis for severe COVID-19.</p>
</sec>
<sec>
<title>Interpretation</title>
<p>The degree of lymphopenia and a proinflammatory cytokine storm is higher in severe COVID-19 patients than in mild cases, and is associated with the disease severity. N8R and NLR may serve as a useful prognostic factor for early identification of severe COVID-19 cases.</p>
</sec>
<sec>
<title>Funding</title>
<p>The National Natural Science Foundation of China, the National Science and Technology Major Project, the Health Commission of Hubei Province, Huazhong University of Science and Technology, and the Medical Faculty of the University Hospital Essen, Germany.</p>
</sec>
</abstract>
<kwd-group id="keys0001">
<title>Keywords</title>
<kwd>Coronavirus</kwd>
<kwd>SARS-CoV-2</kwd>
<kwd>COVID-19</kwd>
<kwd>lymphopenia</kwd>
<kwd>inflammatory cytokine</kwd>
</kwd-group>
</article-meta>
</front>
</pmc>
</record>

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