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

被引:0
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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.
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页数:15
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