Cytokine Elevation in Severe COVID-19 From Longitudinal Proteomics Analysis: Comparison With Sepsis

被引:27
作者
Ebihara, Takeshi [1 ]
Matsumoto, Hisatake [1 ]
Matsubara, Tsunehiro [1 ]
Togami, Yuki [1 ]
Nakao, Shunichiro [1 ]
Matsuura, Hiroshi [1 ,2 ]
Kojima, Takashi [3 ]
Sugihara, Fuminori [4 ,5 ]
Okuzaki, Daisuke [6 ]
Hirata, Haruhiko [7 ]
Yamamura, Hitoshi [2 ]
Ogura, Hiroshi [1 ]
机构
[1] Osaka Univ, Grad Sch Med, Dept Traumatol & Acute Crit Med, Suita, Osaka, Japan
[2] Osaka Prefectural Nakakawachi Emergency & Crit Ca, Higashiosaka, Osaka, Japan
[3] Osaka Univ Hosp, Lab Clin Invest, Suita, Osaka, Japan
[4] Osaka Univ, Immunol Frontier Res Ctr, Core Instrumentat Facil, Osaka, Japan
[5] Osaka Univ, Res Inst Microbial Dis, Osaka, Japan
[6] Osaka Univ, Res Inst Microbial Dis, Genome Informat Res Ctr, Osaka, Japan
[7] Osaka Univ, Grad Sch Med, Dept Resp Med & Clin Immunol, Suita, Osaka, Japan
基金
日本学术振兴会;
关键词
biomarkers; COVID-19; cytokines; GDF-15; IL-6; mechanical ventilation; ANTIINFLAMMATORY CYTOKINE; IL-6; INFLAMMATION;
D O I
10.3389/fimmu.2021.798338
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
IntroductionCoronavirus disease 2019 (COVID-19) is a new viral disease. Uncontrolled inflammation called "cytokine storm" is reported to contribute to disease pathogenesis as well as sepsis. We aimed to identify cytokines related to the pathogenesis of COVID-19 through a proteomics analysis of 1463 plasma proteins, validate these cytokines, and compare them with sepsis. Materials and MethodsIn a derivation cohort of 306 patients with COVID-19, 1463 unique plasma proteins were measured on days 1, 4, and 8. Cytokines associated with disease severity and prognosis were derived. In a validation cohort of 62 COVID-19 patients and 38 sepsis patients treated in the intensive care unit [ICU], these derived cytokines were measured on days 1 (day of ICU admission), 2-3, and 6-8 (maximum: 3 time points/patient). Derived cytokines were compared with healthy controls and between COVID-19 and sepsis patients, and the associations with prognosis were evaluated. The time to wean off mechanical ventilation (MV) was evaluated only for COVID-19. ResultsIL-6, amphiregulin, and growth differentiation factor (GDF)-15 were associated with disease severity and prognosis in the derivation cohort. In the validation cohort, IL-6 and GDF-15 were elevated in COVID-19 and sepsis on day 1, and the levels of these cytokines were higher in sepsis than in COVID-19. IL-6 and GDF-15 were associated with prognosis in sepsis. Cox proportional hazards model with time as a dependent covariate showed a significant relationship between plasma GDF-15 level and time to wean off MV (hazard ratio, 0.549 [95% confidence level, 0.382-0.789]). The GDF-15 level at ICU admission predicted late recovery. ConclusionGDF-15 and IL-6 derived from proteomics analysis were related with disease severity of COVID-19. Their values were higher in sepsis than in COVID-19 and were associated with prognosis in sepsis. In COVID-19 patients treated in the ICU, GDF-15 was associated with the time to wean off MV and better predicted late recovery.
引用
收藏
页数:11
相关论文
共 40 条
[1]   An immune-based biomarker signature is associated with mortality in COVID-19 patients [J].
Abers, Michael S. ;
Delmonte, Ottavia M. ;
Ricotta, Emily E. ;
Fintzi, Jonathan ;
Fink, Danielle L. ;
de Jesus, Adriana A. Almeida ;
Zarember, Kol A. ;
Alehashemi, Sara ;
Oikonomou, Vasileios ;
Desai, Jigar, V ;
Canna, Scott W. ;
Shakoory, Bita ;
Dobbs, Kerry ;
Imberti, Luisa ;
Sottini, Alessandra ;
Quiros-Roldan, Eugenia ;
Castelli, Francesco ;
Rossi, Camillo ;
Brugnoni, Duilio ;
Biondi, Andrea ;
Bettini, Laura Rachele ;
D'Angio', Mariella ;
Bonfanti, Paolo ;
Castagnoli, Riccardo ;
Montagna, Daniela ;
Licari, Amelia ;
Marseglia, Gian Luigi ;
Gliniewicz, Emily F. ;
Shaw, Elana ;
Kahle, Dana E. ;
Rastegar, Andre T. ;
Stack, Michael ;
Myint-Hpu, Katherine ;
Levinson, Susan L. ;
DiNubile, Mark J. ;
Chertow, Daniel W. ;
Burbelo, Peter D. ;
Cohen, Jeffrey, I ;
Calvo, Katherine R. ;
Tsang, John S. ;
Su, Helen C. ;
Gallin, John, I ;
Kuhns, Douglas B. ;
Goldbach-Mansky, Raphaela ;
Lionakis, Michail S. ;
Notarangelo, Luigi D. .
JCI INSIGHT, 2021, 6 (01)
[2]   Homogenous 96-Plex PEA Immunoassay Exhibiting High Sensitivity, Specificity, and Excellent Scalability [J].
Assarsson, Erika ;
Lundberg, Martin ;
Holmquist, Goeran ;
Bjoerkesten, Johan ;
Thorsen, Stine Bucht ;
Ekman, Daniel ;
Eriksson, Anna ;
Dickens, Emma Rennel ;
Ohlsson, Sandra ;
Edfeldt, Gabriella ;
Andersson, Ann-Catrin ;
Lindstedt, Patrik ;
Stenvang, Jan ;
Gullberg, Mats ;
Fredriksson, Simon .
PLOS ONE, 2014, 9 (04)
[3]   Hospital admission and mortality rates for non-covid diseases in Denmark during covid-19 pandemic: nationwide population based cohort study [J].
Bodilsen, Jacob ;
Nielsen, Peter Bronnum ;
Sogaard, Mette ;
Dalager-Pedersen, Michael ;
Speiser, Lasse Ole Zacho ;
Yndigegn, Troels ;
Nielsen, Henrik ;
Larsen, Torben Bjerregaard ;
Skjoth, Flemming .
BMJ-BRITISH MEDICAL JOURNAL, 2021, 373
[4]   MIC-1, a novel macrophage inhibitory cytokine, is a divergent member of the TGF-beta superfamily [J].
Bootcov, MR ;
Bauskin, AR ;
Valenzuela, SM ;
Moore, AG ;
Bansal, M ;
He, XY ;
Zhang, HP ;
Donnellan, M ;
Mahler, S ;
Pryor, K ;
Walsh, BJ ;
Nicholson, RC ;
Fairlie, WD ;
Por, SB ;
Robbins, JM ;
Breit, SN .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1997, 94 (21) :11514-11519
[5]   Growth Differentiation Factor-15 Is a Predictor of Mortality in Critically Ill Patients with Sepsis [J].
Buendgens, Lukas ;
Yagmur, Eray ;
Bruensing, Jan ;
Herbers, Ulf ;
Baeck, Christer ;
Trautwein, Christian ;
Koch, Alexander ;
Tacke, Frank .
DISEASE MARKERS, 2017, 2017
[6]  
Burgess AW., 2006, ENCY MOL CELL BIOL M
[7]   Effect of anti-interleukin drugs in patients with COVID-19 and signs of cytokine release syndrome (COV-AID): a factorial, randomised, controlled trial [J].
Declercq, Jozefien ;
Van Damme, Karel F. A. ;
De Leeuw, Elisabeth ;
Maes, Bastiaan ;
Bosteels, Cedric ;
Tavernier, Simon J. ;
De Buyser, Stefanie ;
Colman, Roos ;
Hites, Maya ;
Verschelden, Gil ;
Fivez, Tom ;
Moerman, Filip ;
Demedts, Ingel K. ;
Dauby, Nicolas ;
De Schryver, Nicolas ;
Govaerts, Elke ;
Vandecasteele, Stefaan J. ;
Van Laethem, Johan ;
Anguille, Sebastien ;
van Der Hilst, Jeroen ;
Misset, Benoit ;
Slabbynck, Hans ;
Wittebole, Xavier ;
Lienart, Fabienne ;
Legrand, Catherine ;
Buyse, Marc ;
Stevens, Dieter ;
Bauters, Fre ;
Seys, Leen J. M. ;
Aegerter, Helena ;
Smole, Ursula ;
Bosteels, Victor ;
Hoste, Levi ;
Naesens, Leslie ;
Haerynck, Filomeen ;
Vandekerckhove, Linos ;
Depuydt, Pieter ;
van Braeckel, Eva ;
Rottey, Sylvie ;
Peene, Isabelle ;
Van Der Straeten, Catherine ;
Hulstaert, Frank ;
Lambrecht, Bart N. .
LANCET RESPIRATORY MEDICINE, 2021, 9 (12) :1427-1438
[8]  
Del Valle DM, 2020, NAT MED, V26, P1636, DOI [10.1038/s41591-020-1051-9, 10.1101/2020.05.28.20115758]
[9]   Role of toll-like receptor 7/8 pathways in regulation of interferon response and inflammatory mediators during SARS-CoV2 infection and potential therapeutic options [J].
Dyavar, Shetty Ravi ;
Singh, Rahul ;
Emani, Rohini ;
Pawar, Ganesh P. ;
Chaudhari, Vinod D. ;
Podany, Anthony T. ;
Avedissian, Sean N. ;
Fletcher, Courtney, V ;
Salunke, Deepak B. .
BIOMEDICINE & PHARMACOTHERAPY, 2021, 141
[10]   Cytokine Storm [J].
Fajgenbaum, David C. ;
June, Carl H. .
NEW ENGLAND JOURNAL OF MEDICINE, 2020, 383 (23) :2255-2273