Sulfated Bile Acids in Serum as Potential Biomarkers of Disease Severity and Mortality in COVID-19

被引:0
|
作者
Porru, Emanuele [1 ]
Comito, Rossana [2 ]
Interino, Nicolo [3 ]
Cerrato, Andrea [4 ]
Contoli, Marco [5 ]
Rizzo, Paola [6 ,7 ]
Conti, Matteo [8 ]
Campo, Gianluca [9 ]
Spadaro, Savino [10 ]
Caliceti, Cristiana [11 ,12 ,13 ,14 ]
Marini, Federico [4 ]
Capriotti, Anna L. [4 ]
Lagana, Aldo [4 ]
Roda, Aldo [12 ,15 ]
机构
[1] Univ Bologna, Dept Med & Surg Sci, Occupat Med Unit, Alma Mater Studiorum, I-40138 Bologna, Italy
[2] IRCCS Azienda Osped Univ Bologna, Div Occupat Med, I-40138 Bologna, Italy
[3] IRCCS Ist Sci Neurolog Bologna, Lab Proteom Metabolom & Chim Bioanalit, I-40139 Bologna, Italy
[4] Sapienza Univ Rome, Dept Chem, I-00185 Rome, Italy
[5] Univ Ferrara, Dept Morphol Surg & Expt Med, Resp Sect, I-44121 Ferrara, Italy
[6] Univ Ferrara, Dept Translaqut Med, Lab Technol Adv Therapies LTTA, I-44121 Ferrara, Italy
[7] Maria Cecilia Hosp, GVM Care & Res, I-48022 Cotignola, Italy
[8] Local Unit Imola, Hlth Serv Emilia Romagna Reg, Dept Publ Hlth, I-40026 Imola, Italy
[9] Univ Ferrara, Cardiovasc Inst, Azienda Osped, I-44124 Ferrara, Italy
[10] Univ Ferrara, Dept Morphol Surg & Expt Med, Intens Care Unit, I-44121 Ferrara, Italy
[11] Univ Bologna, Dept Biomed & Neuromotor Sci, Alma Mater Studiorum, I-40123 Bologna, Italy
[12] Biostruct & Biosyst Natl Inst INBB, I-00136 Rome, Italy
[13] Univ Bologna, Interdept Ctr Ind Agrofood Res CIRI Agrofood, I-47521 Cesena, Italy
[14] Univ Bologna, Interdept Ctr Ind Res CIRI Energy & Environm, Alma Mater Studiorum, I-40126 Bologna, Italy
[15] Univ Bologna, Dept Chem G Ciamician, Alma Mater Studiorum, I-40126 Bologna, Italy
关键词
targeted metabolomics; untargeted metabolomics; COVID-19; early severity biomarker; bile acids; SEPSIS;
D O I
10.3390/cells13181576
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The fight against coronavirus disease 2019 (COVID-19) continues. Since the pandemic's onset, several biomarkers have been proposed to assess the diagnosis and prognosis of this disease. This research aimed to identify potential disease severity biomarkers in serum samples of patients with COVID-19 during the disease course. Data were collected using untargeted and targeted mass spectrometry methods. The results were interpreted by performing univariate and multivariate analyses. Important metabolite classes were identified by qualitative untargeted metabolomics in 15 serum samples from survivors of COVID-19. Quantitative targeted metabolomics on a larger patient cohort including 15 non-survivors confirmed serum 3-sulfate bile acids (i.e. GLCA-3S) were significantly increased in non-survivors compared to survivors during the early disease stage (p-value < 0.0001). Notably, it was associated with a higher risk of mortality (odds ratio of 26). A principal component analysis showed the ability to discriminate between survivors and non-survivors using the BA concentrations. Furthermore, increased BA-S is highly correlated with known parameters altered in severe clinical conditions.
引用
收藏
页数:15
相关论文
共 50 条
  • [31] COVID-19 Vaccination: Impact on Disease Severity and Mortality in an African Setting
    Chiabi, Andreas
    Unji, Princewill Kum
    Tatang, Alex Mambap
    Angwafor, Samuel
    Niba, Loveline Lum
    Porro, Minette Jaqueline Adji
    Nforniwe, Denis Nsame
    MEDICINA BALEAR, 2023, 38 (03):
  • [32] Diabetes and COVID-19: A pooled analysis related to disease severity and mortality
    Varikasuvu, Seshadri Reddy
    Dutt, Naveen
    Thangappazham, Balachandar
    Varshney, Saurabh
    PRIMARY CARE DIABETES, 2021, 15 (01) : 24 - 27
  • [33] Prothrombotic changes in patients with COVID-19 are associated with disease severity and mortality
    von Meijenfeldt, Fien A.
    Havervall, Sebastian
    Adelmeijer, Jelle
    Lundstrom, Annika
    Rudberg, Ann-Sofie
    Magnusson, Maria
    Mackman, Nigel
    Thalin, Charlotte
    Lisman, Ton
    RESEARCH AND PRACTICE IN THROMBOSIS AND HAEMOSTASIS, 2021, 5 (01) : 132 - 141
  • [34] Impact of Innate Immunity, Endothelial Damage, and Metabolic Biomarkers on COVID-19 Severity and Mortality
    Rocco, Joseph M.
    Laghetti, Paola
    Di Stefano, Mariantonietta
    Sereti, Irini
    Ortega-Villa, Ana
    Wang, Jing
    Rupert, Adam
    Chironna, Maria
    Ye, Lara
    Liu, Xiangdong
    Anderson, Megan, V
    Burbelo, Peter B.
    Fiore, Jose Ramon
    Saracino, Annalisa
    Lisco, Andrea
    OPEN FORUM INFECTIOUS DISEASES, 2022, 9 (09):
  • [35] Relation of myocardial dysfunction to biomarkers, COVID-19 severity and all-cause mortality
    Chen, Jianxiong
    Jin, Lin
    Zhang, Mengjiao
    Wu, Lingheng
    Shen, Cuiqin
    Sun, Jiali
    Du, Lianfang
    Luo, Xianghong
    Li, Zhaojun
    ESC HEART FAILURE, 2024, 11 (05): : 2481 - +
  • [36] Hypoproteinemia predicts disease severity and mortality in COVID-19: a call for action
    Amira Mohammed Ali
    Hiroshi Kunugi
    Diagnostic Pathology, 16
  • [37] The Association of Serum Profile of Transferrin Isoforms with COVID-19 Disease Severity
    Chrostek, Lech
    Gan, Kacper
    Kazberuk, Marcin
    Kralisz, Michal
    Janicka, Katarzyna
    Gruszewska, Ewa
    Panasiuk, Anatol
    Cylwik, Bogdan
    JOURNAL OF CLINICAL MEDICINE, 2024, 13 (08)
  • [38] At the peak of COVID-19 age and disease severity but not comorbidities are predictors of mortality: COVID-19 burden in Bergamo, Italy
    Novelli, Luca
    Raimondi, Federico
    Ghirardi, Arianna
    Pellegrini, Dario
    Capodanno, Davide
    Sotgiu, Giovanni
    Guagliumi, Giulio
    Senni, Michele
    Russo, Filippo M.
    Lorini, Ferdinando L.
    Rizzi, Marco
    Barbui, Tiziano
    Rambaldi, Alessandro
    Cosentini, Roberto
    Grazioli, Lorenzo S.
    Marchesi, Gianmariano
    Papa, Giuseppe F. Sferrazza
    Cesa, Simonetta
    Colledan, Michele
    Civiletti, Roberta
    Conti, Caterina
    Casati, Monica
    Ferri, Francesco
    Camagni, Stefania
    Sessa, Maria
    Masciulli, Arianna
    Gavazzi, Antonello
    Falanga, Anna
    Da Pozzo, Luigi F.
    Buoro, Sabrina
    Remuzzi, Giuseppe
    Ruggenenti, Piero
    Callegaro, Annapaola
    Lorenzo, D.
    Pasulo, Luisa
    Pezzoli, Fabio
    Gianatti, Andrea
    Parigi, Piercarlo
    Farina, Claudio
    Bellasi, Antonio
    Solidoro, Paolo
    Sironi, Sandro
    Di Marco, Fabiano
    Fagiuoli, Stefano
    PANMINERVA MEDICA, 2021, 63 (01) : 51 - 61
  • [39] Predictors of severity and mortality in COVID-19 patients
    Hebatallah Hany Assal
    Hoda M. Abdel-hamid
    Sally Magdy
    Maged Salah
    Asmaa Ali
    Rasha Helmy Elkaffas
    Irene Mohamed Sabry
    The Egyptian Journal of Bronchology, 2022, 16
  • [40] Correlation of lymphocyte subsets and inflammatory biomarkers with disease severity in COVID-19 patients
    Abbas, Khawar
    Musharraf, Wajiha
    Zafar, Mirza Naqi
    Lal, Jawahar
    Dodani, Sunil
    Rizvi, Syed Adibul Hasan
    JOURNAL OF THE PAKISTAN MEDICAL ASSOCIATION, 2024, 74 (01) : 78 - 83