Targeted plasma proteomics reveals signatures discriminating COVID-19 from sepsis with pneumonia

被引:19
作者
Palma Medina, Laura M. [1 ]
Babacic, Haris [2 ]
Dzidic, Majda [1 ]
Parke, Asa [3 ,4 ]
Garcia, Marina [1 ]
Maleki, Kimia T. [1 ]
Unge, Christian [3 ,5 ]
Lourda, Magda [1 ,6 ]
Kvedaraite, Egle [1 ,7 ]
Chen, Puran [1 ]
Muvva, Jagadeeswara Rao [1 ]
Cornillet, Martin [1 ]
Emgard, Johanna [1 ]
Moll, Kirsten [1 ]
Michaelsson, Jakob [1 ]
Flodstrom-Tullberg, Malin [1 ]
Brighenti, Susanna [1 ]
Buggert, Marcus [1 ]
Mjosberg, Jenny [1 ]
Malmberg, Karl-Johan K. [1 ]
Sandberg, Johan [1 ]
Gredmark-Russ, Sara [1 ,4 ,8 ]
Rooyackers, Olav [9 ,10 ]
Svensson, Mattias J. [1 ]
Chambers, Benedict I. [1 ]
Eriksson, Lars [9 ]
Pernemalm, Maria K. [2 ]
Bjorkstrom, Niklas [1 ]
Aleman, Soo [3 ,4 ]
Ljunggren, Hans-Gustaf [1 ]
Klingstrom, Jonas [1 ]
Stralin, Kristoffer [3 ,4 ]
Norrby-Teglund, Anna [1 ]
机构
[1] Karolinska Inst, Karolinska Univ Hosp, Ctr Infect Med, Dept Med Huddinge, Alfred Nobels Alle 8, S-14152 Stockholm, Sweden
[2] Karolinska Inst, Dept Oncol & Pathol, Sci Life Lab, Stockholm, Sweden
[3] Karolinska Inst, Dept Med Huddinge, Stockholm, Sweden
[4] Karolinska Univ Hosp, Dept Infect Dis, Stockholm, Sweden
[5] Karolinska Univ Hosp, Funct Area Emergency Med, Stockholm, Sweden
[6] Karolinska Inst, Dept Womens & Childrens Hlth, Childhood Canc Res Unit, Stockholm, Sweden
[7] Karolinska Univ Hosp, Dept Clin Pathol & Canc Diagnost, Stockholm, Sweden
[8] Lab Mol Infect Med Sweden MIMS, Umea, Sweden
[9] Karolinska Univ Hosp, Dept Perioperat Med & Intens Care, Stockholm, Sweden
[10] Karolinska Inst, Dept Clin Intervent & Technol CLINTEC, Div Anesthesiol & Intens Care, Stockholm, Sweden
关键词
COVID-19; Community acquired pneumonia; Sepsis; Septic shock; Olink proximity extension assays; HEPATOCYTE GROWTH-FACTOR; CYTOKINE;
D O I
10.1186/s12931-023-02364-y
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
BackgroundCOVID-19 remains a major public health challenge, requiring the development of tools to improve diagnosis and inform therapeutic decisions. As dysregulated inflammation and coagulation responses have been implicated in the pathophysiology of COVID-19 and sepsis, we studied their plasma proteome profiles to delineate similarities from specific features.MethodsWe measured 276 plasma proteins involved in Inflammation, organ damage, immune response and coagulation in healthy controls, COVID-19 patients during acute and convalescence phase, and sepsis patients; the latter included (i) community-acquired pneumonia (CAP) caused by Influenza, (ii) bacterial CAP, (iii) non-pneumonia sepsis, and (iv) septic shock patients.ResultsWe identified a core response to infection consisting of 42 proteins altered in both COVID-19 and sepsis, although higher levels of cytokine storm-associated proteins were evident in sepsis. Furthermore, microbiologic etiology and clinical endotypes were linked to unique signatures. Finally, through machine learning, we identified biomarkers, such as TRIM21, PTN and CASP8, that accurately differentiated COVID-19 from CAP-sepsis with higher accuracy than standard clinical markers.ConclusionsThis study extends the understanding of host responses underlying sepsis and COVID-19, indicating varying disease mechanisms with unique signatures. These diagnostic and severity signatures are candidates for the development of personalized management of COVID-19 and sepsis.
引用
收藏
页数:19
相关论文
共 63 条
  • [1] Prognostic tools and candidate drugs based on plasma proteomics of patients with severe COVID-19 complications
    Al-Nesf, Maryam A. Y.
    Abdesselem, Houari B.
    Bensmail, Ilham
    Ibrahim, Shahd
    Saeed, Walaa A. H.
    Mohammed, Sara S., I
    Razok, Almurtada
    Alhussain, Hashim
    Aly, Reham M. A.
    Al Maslamani, Muna
    Ouararhni, Khalid
    Khatib, Mohamad Y.
    Hssain, Ali Ait
    Omrani, Ali S.
    Al-Kaabi, Saad
    Al Khal, Abdullatif
    Al-Thani, Asmaa A.
    Samsam, Waseem
    Farooq, Abdulaziz
    Al-Suwaidi, Jassim
    Al-Maadheed, Mohammed
    Al-Siddiqi, Heba H.
    Butler, Alexandra E.
    Decock, Julie, V
    Mohamed-Ali, Vidya
    Al-Ejeh, Fares
    [J]. NATURE COMMUNICATIONS, 2022, 13 (01)
  • [2] 36th International Symposium on Intensive Care and Emergency Medicine Brussels, Belgium. 15-18 March 2016 Abstracts
    不详
    [J]. CRITICAL CARE, 2016, 20
  • [3] Transcriptomic Signatures in Sepsis and a Differential Response to Steroids From the VANISH Randomized Trial
    Antcliffe, David B.
    Burnham, Katie L.
    Al-Beidh, Farah
    Santhakumaran, Shalini
    Brett, Stephen J.
    Hinds, Charles J.
    Ashby, Deborah
    Knight, Julian C.
    Gordon, Anthony C.
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2019, 199 (08) : 980 - 986
  • [4] Multi-omic comparative analysis of COVID-19 and bacterial sepsis-induced ARDS
    Batra, Richa
    Whalen, William
    Alvarez-Mulett, Sergio
    Gomez-Escobar, Luis G.
    Hoffman, Katherine L.
    Simmons, Will
    Harrington, John
    Chetnik, Kelsey
    Buyukozkan, Mustafa
    Benedetti, Elisa
    Choi, Mary E.
    Suhre, Karsten
    Schenck, Edward
    Choi, Augustine M. K.
    Schmidt, Frank
    Cho, Soo Jung
    Krumsiek, Jan
    [J]. PLOS PATHOGENS, 2022, 18 (09)
  • [5] Severe Covid-19
    Berlin, David A.
    Gulick, Roy M.
    Martinez, Fernando J.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2020, 383 (25) : 2451 - 2460
  • [6] Sepsis therapies: learning from 30 years of failure of translational research to propose new leads
    Cavaillon, Jean-Marc
    Singer, Mervyn
    Skirecki, Tomasz
    [J]. EMBO MOLECULAR MEDICINE, 2020, 12 (04)
  • [7] INTERSEPT: An international, multicenter, placebo-controlled trial of monoclonal antibody to human tumor necrosis factor-alpha in patients with sepsis
    Cohen, J
    Carlet, J
    [J]. CRITICAL CARE MEDICINE, 1996, 24 (09) : 1431 - 1440
  • [8] Combes Alexis J, 2020, bioRxiv, DOI [10.1038/s41586-021-03234-7, 10.1101/2020.10.28.359935]
  • [9] ConsortiumCOvid-19 Multi-omics Blood ATlas (COMBAT), 2022, CELL, V185, P58
  • [10] Del Valle DM, 2020, NAT MED, V26, P1636, DOI [10.1038/s41591-020-1051-9, 10.1101/2020.05.28.20115758]