Serum proteomic profiling reveals potential inflammatory biomarkers in long-COVID patients: a comparative analysis with healthy controls

被引:0
作者
Medori, M. C. [1 ]
Dhuli, K. [1 ]
Tezzele, S. [1 ]
Micheletti, C. [1 ]
Maltese, P. E. [1 ]
Cecchin, S. [1 ]
Bonetti, G. [1 ,2 ]
Fioretti, F. [3 ]
Calzoni, A. [3 ]
Praderio, A. [3 ]
De Angelis, M. G. [3 ]
Arabia, G. [4 ]
Donato, K. [5 ,6 ]
Lorusso, L. [7 ]
Manganotti, P. [8 ]
Capelli, E. [9 ,10 ]
Cristoni, S. [11 ]
Nodari, S. [2 ]
Bertelli, M. [1 ,5 ,6 ]
机构
[1] MAGIS LAB, Trento, Italy
[2] Univ Perugia, Dept Pharmaceut Sci, Perugia, Italy
[3] Univ & Spedali Civili Brescia, Dept Med & Surg Special, Radiol Sci & Publ Hlth, Brescia, Italy
[4] Univ Brescia, Dept Med & Surg Specialties, Cardiol Unit, Radiol Sci & Publ Hlth, Brescia, Italy
[5] MAGI EUREGIO, Bolzano, Italy
[6] MAGISNAT, Atlanta Tech Pk, Peachtree Corners, GA USA
[7] ASST Lecco, UOC Neurol & Stroke Unit, Merate, Italy
[8] Univ Trieste, Cattinara Univ Hosp ASUGI, Dept Med Surg & Hlth Sci, ASUGI,Clin Unit Neurol, Trieste, Italy
[9] Univ Pavia, Dept Earth & Environm Sci, Pavia, Italy
[10] Univ Pavia, Ctr Hlth Technol, Pavia, Italy
[11] ISB Ion Source & Biotechnol srl, Milan, Italy
关键词
COVID-19; SARS; CoV-2; Sirtuin; 1; Natriuretic Peptide B; Hemopexin; Arachidonate; 5-Lipoxygenase; Transmembrane Protein 1; Mannose Binding Lectin 2; long-COVID syndrome;
D O I
暂无
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
OBJECTIVE: The highly transmissible severe acute respiratory syndrome-Coronavirus-2 was responsible for the 2020 COVID-19 pandemic. COVID-19 mostly affects the respiratory system; however, this infection also affects several other organs. In addition, the sequelae of this disease affect patients for several months after recovery, resulting in long-COVID syndrome. PATIENTS AND METHODS: In order to characterize the differences between healthy control individuals and long-COVID patients, proteomic profiling of the serum of both groups was performed by mass spectrometry. The obtained data were analyzed with multivariate and univariate statistical analyses. RESULTS: Initially, performing a partial latent square discriminant analysis (PLS-DA) made it possible to identify thirty-three proteins of interest, which were then subjected to a receiver operating characteristic (ROC) analysis. Four proteins were identified as potential standalone biomarkers: Sirtuin 1, Natriuretic Peptide B, Hemopexin, and Arachidonate 5-Lipoxygenase. Moreover, a multivariate ROC analysis identified a panel of biomarkers composed of Natriuretic Peptide B, Anterior Gradient 2 Protein, Adiponectin, Endothelin Converting Enzyme 1, Interferon Induced Transmembrane Protein 1, Mannose Binding Lectin 2, Prostaglandin-Endoperoxide Synthase 2, Pirin, Prostaglandin Reductase 1 and Cystatin C. CONCLUSIONS: The identified biomarkers are associated with inflammatory processes, corroborating literature evidence that long-COVID patients develop an inflammatory state that damages many tissues. Nevertheless, these data should be validated in a larger cohort.
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页码:1 / 12
页数:12
相关论文
共 46 条
[1]   Dimensionality, psychometric properties, and population-based norms of the Turkish version of the Chalder Fatigue Scale among adults [J].
Adin, Ridvan M. ;
Ceren, Ali Naim ;
Salci, Yeliz ;
Balkan, Ayla Fil ;
Armutlu, Kadriye ;
Kuru, Cigdem Ayhan .
HEALTH AND QUALITY OF LIFE OUTCOMES, 2022, 20 (01)
[2]  
Ashikaga H., 2004, Molecular Basis of Cardiovascular Disease, V2nd ed., P498
[3]   The role of 5-lipoxygenase in the pathophysiology of COVID-19 and its therapeutic implications [J].
Ayola-Serrano, Nohora Cristina ;
Roy, Namrata ;
Fathah, Zareena ;
Anwar, Mohammed Moustapha ;
Singh, Bivek ;
Ammar, Nour ;
Sah, Ranjit ;
Elba, Areej ;
Utt, Rawan Sobhi ;
Pecho-Silva, Samuel ;
Rodriguez-Morales, Alfonso J. ;
Dhama, Kuldeep ;
Quraishi, Sadeq .
INFLAMMATION RESEARCH, 2021, 70 (08) :877-889
[4]   Glucocorticoids and COVID-19 [J].
Bruscoli, Stefano ;
Puzzovio, Pier Giorgio ;
Zaimi, Maria ;
Tiligada, Katerina ;
Levi-Schaffer, Francesca ;
Riccardi, Carlo .
PHARMACOLOGICAL RESEARCH, 2022, 185
[5]   A likely association between low mannan-binding lectin level and brain fog onset in long COVID patients [J].
Bulla, Roberta ;
Rossi, Lucrezia ;
Furlanis, Giovanni ;
Agostinis, Chiara ;
Toffoli, Miriam ;
Balduit, Andrea ;
Mangogna, Alessandro ;
Liccari, Marco ;
Morosini, Giorgia ;
Kishore, Uday ;
Manganotti, Paolo .
FRONTIERS IN IMMUNOLOGY, 2023, 14
[6]   B-type natriuretic peptide: A review of its diagnostic, prognostic, and therapeutic monitoring value in heart failure for primary care physicians [J].
Cardarelli, R ;
Lumicao, TG .
JOURNAL OF THE AMERICAN BOARD OF FAMILY PRACTICE, 2003, 16 (04) :327-333
[7]   Measuring fatigue in clinical and community settings [J].
Cella, Matteo ;
Chalder, Trudie .
JOURNAL OF PSYCHOSOMATIC RESEARCH, 2010, 69 (01) :17-22
[8]   A comprehensive review on modulation of SIRT1 signaling pathways in the immune system of COVID-19 patients by phytotherapeutic melatonin and epigallocatechin-3-gallate [J].
Chattree, Vineeta ;
Singh, Kamana ;
Singh, Kanishk ;
Goel, Aayush ;
Maity, Amritaparna ;
Lone, Asif .
JOURNAL OF FOOD BIOCHEMISTRY, 2022, 46 (12)
[9]  
Cuesta-Llavona Elias, 2021, Curr Res Virol Sci, V2, P100016, DOI 10.1016/j.crviro.2021.100016
[10]   Association of heme-oxygenase 1, hemopexin, and heme levels with markers of disease severity in COVID-19 [J].
de Lima, Franciele ;
Moraes, Carla Roberta Peachazepi ;
Barbosa, Mayck Silva ;
Bombassaro, Bruna ;
Palma, Andre C. ;
Dertkigil, Sergio San Juan ;
Moretti, Maria Luiza ;
Orsi, Fernanda Andrade ;
Annichino-Bizzacchi, Joyce M. ;
Mansour, Eli ;
Velloso, Licio A. ;
De Paula, Erich Vinicius .
EXPERIMENTAL BIOLOGY AND MEDICINE, 2023, 248 (04) :309-316