The longitudinal characterization of immune responses in COVID-19 patients reveals novel prognostic signatures for disease severity, patients' survival and long COVID

被引:0
|
作者
Noviello, Maddalena [1 ,2 ]
De Lorenzo, Rebecca [3 ,4 ]
Chimienti, Raniero [5 ]
Maugeri, Norma [6 ]
De Lalla, Claudia [7 ]
Siracusano, Gabriel [8 ]
Lore, Nicola Ivan [9 ]
Rancoita, Paola Maria Vittoria [10 ]
Cugnata, Federica [10 ]
Tassi, Elena [1 ,2 ]
Dispinseri, Stefania [5 ]
Abbati, Danilo [1 ]
Beretta, Valeria [1 ,2 ]
Ruggiero, Eliana [1 ]
Manfredi, Francesco [1 ]
Merolla, Aurora [3 ,4 ]
Cantarelli, Elisa [11 ]
Tresoldi, Cristina [11 ]
Pastori, Claudia [8 ]
Caccia, Roberta [12 ]
Sironi, Francesca [5 ]
Marzinotto, Ilaria [13 ]
Saliu, Fabio [9 ]
Ghezzi, Silvia [14 ]
Lampasona, Vito [13 ]
Vicenzi, Elisa [14 ]
Cinque, Paola [12 ]
Manfredi, Angelo Andrea [6 ]
Scarlatti, Gabriella [5 ]
Dellabona, Paolo [7 ]
Lopalco, Lucia [8 ]
Di Serio, Clelia [10 ]
Malnati, Mauro [5 ]
Ciceri, Fabio [3 ,15 ]
Rovere-Querini, Patrizia [3 ,4 ]
Bonini, Chiara [1 ,2 ,3 ]
机构
[1] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Expt Hematol Unit, Milan, Italy
[2] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Cell Therapy Immunomonitoring Lab Monitoraggio Imm, Milan, Italy
[3] Univ Vita Salute San Raffaele, Milan, Italy
[4] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Internal Med Unit, Milan, Italy
[5] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Viral Evolut & Transmiss Unit, Milan, Italy
[6] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Autoimmun & Vasc Inflammat Unit, Milan, Italy
[7] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Expt Immunol Unit, Milan, Italy
[8] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Immunobiol Human Immunodeficiency Virus HIV Unit, Milan, Italy
[9] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Emerging Bacterial Pathogens Unit, Milan, Italy
[10] Univ Vita Salute San Raffaele, Univ Ctr Stat Biomed Sci CUSSB, Milan, Italy
[11] Osped San Raffaele CRB OSR, Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Biol Resource Ctr, Milan, Italy
[12] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Neurovirol Unit, Milan, Italy
[13] Osped San Raffaele, Diabet Res Inst, Ist Ricovero & Cura Carattere Sci IRCCS, Milan, Italy
[14] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Viral Evolut & Transmiss Unit, Milan, Italy
[15] Ist Ricovero & Cura Carattere Sci IRCCS, San Raffaele Sci Inst, Hematol & Bone Marrow Transplant Unit, Milan, Italy
来源
FRONTIERS IN IMMUNOLOGY | 2024年 / 15卷
关键词
COVID-19; severity; COVID-19 patients' survival; SARS-CoV-2 innate immunity; SARS-CoV-2 adaptive immunity; long COVID; NK CELLS; T-CELLS; SARS-COV-2; IMMUNOGLOBULIN; MACROPHAGES; SELECTION; HEALTH;
D O I
10.3389/fimmu.2024.1381091
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Introduction SARS-CoV-2 pandemic still poses a significant burden on global health and economy, especially for symptoms persisting beyond the acute disease. COVID-19 manifests with various degrees of severity and the identification of early biomarkers capable of stratifying patient based on risk of progression could allow tailored treatments.Methods We longitudinally analyzed 67 patients, classified according to a WHO ordinal scale as having Mild, Moderate, or Severe COVID-19. Peripheral blood samples were prospectively collected at hospital admission and during a 6-month follow-up after discharge. Several subsets and markers of the innate and adaptive immunity were monitored as putative factors associated with COVID-19 symptoms.Results More than 50 immunological parameters were associated with disease severity. A decision tree including the main clinical, laboratory, and biological variables at admission identified low NK-cell precursors and CD14+CD91+ monocytes, and high CD8+ Effector Memory T cell frequencies as the most robust immunological correlates of COVID-19 severity and reduced survival. Moreover, low regulatory B-cell frequency at one month was associated with the susceptibility to develop long COVID at six months, likely due to their immunomodulatory ability.Discussion These results highlight the profound perturbation of the immune response during COVID-19. The evaluation of specific innate and adaptive immune-cell subsets allows to distinguish between different acute and persistent COVID-19 symptoms.
引用
收藏
页数:22
相关论文
共 50 条
  • [31] Disease severity-specific neutrophil signatures in blood transcriptomes stratify COVID-19 patients
    Anna C. Aschenbrenner
    Maria Mouktaroudi
    Benjamin Krämer
    Marie Oestreich
    Nikolaos Antonakos
    Melanie Nuesch-Germano
    Konstantina Gkizeli
    Lorenzo Bonaguro
    Nico Reusch
    Kevin Baßler
    Maria Saridaki
    Rainer Knoll
    Tal Pecht
    Theodore S. Kapellos
    Sarandia Doulou
    Charlotte Kröger
    Miriam Herbert
    Lisa Holsten
    Arik Horne
    Ioanna D. Gemünd
    Nikoletta Rovina
    Shobhit Agrawal
    Kilian Dahm
    Martina van Uelft
    Anna Drews
    Lena Lenkeit
    Niklas Bruse
    Jelle Gerretsen
    Jannik Gierlich
    Matthias Becker
    Kristian Händler
    Michael Kraut
    Heidi Theis
    Simachew Mengiste
    Elena De Domenico
    Jonas Schulte-Schrepping
    Lea Seep
    Jan Raabe
    Christoph Hoffmeister
    Michael ToVinh
    Verena Keitel
    Gereon Rieke
    Valentina Talevi
    Dirk Skowasch
    N. Ahmad Aziz
    Peter Pickkers
    Frank L. van de Veerdonk
    Mihai G. Netea
    Joachim L. Schultze
    Matthijs Kox
    Genome Medicine, 13
  • [32] Lymphocyte Inhibition Mechanisms and Immune Checkpoints in COVID-19: Insights into Prognostic Markers and Disease Severity
    Schniederova, Martina
    Bobcakova, Anna
    Grendar, Marian
    Markocsy, Adam
    Ceres, Andrej
    Cibulka, Michal
    Dobrota, Dusan
    Jesenak, Milos
    MEDICINA-LITHUANIA, 2025, 61 (02):
  • [33] Longitudinal Dynamics of Cellular Responses in Recovered COVID-19 Patients
    Cheng, Meng-Li
    Liu, Hui-Ying
    Zhou, Chao
    Li, Rui-Ting
    Zheng, Jing
    Qin, Yan-Hong
    Yang, Ning
    Zhang, Yue
    Huang, Juan-Juan
    Zhu, Zhu
    Meng, Qing-Yu
    Wang, Guo-Qing
    Zhao, Hui
    Chen, Yun
    Bai, Chang-Qing
    Qin, Cheng-Feng
    Li, Fan
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [34] The Characterization of Disease Severity Associated IgG Subclasses Response in COVID-19 Patients
    Luo, Huanle
    Jia, Tingting
    Chen, Jiamin
    Zeng, Shike
    Qiu, Zengzhao
    Wu, Shu
    Li, Xu
    Lei, Yuxuan
    Wang, Xin
    Wu, Weihua
    Zhang, Renli
    Zou, Xuan
    Feng, Tiejian
    Ding, Ruxia
    Zhang, Yue
    Chen, Yao-Qing
    Sun, Caijun
    Wang, Tian
    Fang, Shisong
    Shu, Yuelong
    FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [35] Differentially expressed immune response genes in COVID-19 patients based on disease severity
    Li, Shasha
    Duan, Xiaoqiong
    Li, Yujia
    Li, Ming
    Gao, Yong
    Li, Tuantuan
    Li, Shilin
    Tan, Lin
    Shao, Tuo
    Jeyarajan, Andre J.
    Chen, Limin
    Han, Mingfeng
    Lin, Wenyu
    Li, Xiuyong
    AGING-US, 2021, 13 (07): : 9265 - 9276
  • [36] Prognostic roles of KL-6 in disease severity and lung injury in COVID-19 patients: A longitudinal retrospective analysis
    Deng, Kai
    Fan, Qinghong
    Yang, Yanhong
    Deng, Xizi
    He, Ruiying
    Tan, Yizhou
    Lan, Yun
    Deng, Xilong
    Pan, Yuejun
    Wang, Yaping
    Guan, Yujuan
    Liu, Huiyuan
    Chen, Fengjuan
    Mo, Xiaoneng
    Tan, Xinghua
    Luo, Chun
    Wen, Xueliang
    Liu, Ying
    Liu, Jinxin
    Zhang, Lieguang
    Tang, Xiaoping
    Hu, Fengyu
    Li, Feng
    JOURNAL OF MEDICAL VIROLOGY, 2021, 93 (04) : 2505 - 2512
  • [37] A systematic meta-analysis of immune signatures in patients with COVID-19
    Liu, Kun
    Yang, Tong
    Peng, Xue-Fang
    Lv, Shou-Ming
    Ye, Xiao-lei
    Zhao, Tian-Shuo
    Li, Jia-Chen
    Shao, Zhong-Jun
    Lu, Qing-Bin
    Li, Jing-Yun
    Liu, Wei
    REVIEWS IN MEDICAL VIROLOGY, 2021, 31 (04)
  • [38] Dysregulated Innate and Adaptive Immune Responses Discriminate Disease Severity in COVID-19
    Janssen, Nico A. F.
    Grondman, Inge
    de Nooijer, Aline H.
    Boahen, Collins K.
    Koeken, Valerie A. C. M.
    Matzaraki, Vasiliki
    Kumar, Vinod
    He, Xuehui
    Kox, Matthijs
    Koenen, Hans J. P. M.
    Smeets, Ruben L.
    Joosten, Irma
    Brueggemann, Roger J. M.
    Kouijzer, Ilse J. E.
    van der Hoeven, Hans G.
    Schouten, Jeroen A.
    Frenzel, Tim
    Reijers, Monique H. E.
    Hoefsloot, Wouter
    Dofferhoff, Anton S. M.
    van Apeldoorn, Marjan J.
    Blaauw, Marc J. T.
    Veerman, Karin
    Maas, Coen
    Schoneveld, Arjan H.
    Hoefer, Imo E.
    Derde, Lennie P. G.
    van Deuren, Marcel
    van der Meer, Jos W. M.
    van Crevel, Reinout
    Giamarellos-Bourboulis, Evangelos J.
    Joosten, Leo A. B.
    van den Heuvel, Michel M.
    Hoogerwerf, Jacobien
    de Mast, Quirijn
    Pickkers, Peter
    Netea, Mihai G.
    van de Veerdonk, Frank L.
    JOURNAL OF INFECTIOUS DISEASES, 2021, 223 (08) : 1322 - 1333
  • [39] Disease severity-specific neutrophil signatures in blood transcriptomes stratify COVID-19 patients
    Aschenbrenner, Anna C.
    Mouktaroudi, Maria
    Kraemer, Benjamin
    Oestreich, Marie
    Antonakos, Nikolaos
    Nuesch-Germano, Melanie
    Gkizeli, Konstantina
    Bonaguro, Lorenzo
    Reusch, Nico
    Basser, Kevin
    Saridaki, Maria
    Knoll, Rainer
    Pecht, Tal
    Kapellos, Theodore S.
    Doulou, Sarandia
    Kroeger, Charlotte
    Herbert, Miriam
    Holsten, Lisa
    Horne, Arik
    Gemuend, Ioanna D.
    Rovina, Nikoletta
    Agrawal, Shobhit
    Dahm, Kilian
    van Uelft, Martina
    Drews, Anna
    Lenkeit, Lena
    Bruse, Niklas
    Gerretsen, Jelle
    Gierlich, Jannik
    Becker, Matthias
    Haendler, Kristian
    Kraut, Michael
    Theis, Heidi
    Mengiste, Simachew
    De Domenico, Elena
    Schulte-Schrepping, Jonas
    Seep, Lea
    Raabe, Jan
    Hoffmeister, Christoph
    ToVinh, Michael
    Keitel, Verena
    Rieke, Gereon
    Talevi, Valentina
    Skowasch, Dirk
    Aziz, N. Ahmad
    Pickkers, Peter
    van de Veerdonk, Frank L.
    Netea, Mihai G.
    Schultze, Joachim L.
    Kox, Matthijs
    GENOME MEDICINE, 2021, 13 (01)
  • [40] The Severity of COVID-19 in Diabetes Patients
    Danao, Kishor
    Rokde, Vijayshri
    Bali, Nikhil
    Mahajan, Ujwala
    CURRENT DIABETES REVIEWS, 2023, 19 (05)