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Tsiftsoglou SA, Gavriilaki E. A potential bimodal interplay between heme and complement factor H 402H in the deregulation of the complement alternative pathway by SARS-CoV-2. INFECTION, GENETICS AND EVOLUTION : JOURNAL OF MOLECULAR EPIDEMIOLOGY AND EVOLUTIONARY GENETICS IN INFECTIOUS DISEASES 2024; 126:105698. [PMID: 39643072 DOI: 10.1016/j.meegid.2024.105698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 11/29/2024] [Accepted: 12/01/2024] [Indexed: 12/09/2024]
Abstract
The recent discovery that the trimeric SARS-CoV-2 spike S glycoprotein carries heme within an NTD domain pocket of the S1 subunits, suggested that this virus may be cleverly utilizing heme, in addition to the S1 RBD domains, for invading target cells carrying a specific entry receptor like ACE2, TMEM106B and others. Studies during the COVID-19 pandemic revealed that the infectivity of this virus depends on cell surface heparan sulfate and that the infection induces non-canonical activation of the Complement Alternative pathway (AP) on the surface of infected cells. In our recent COVID-19 genomic studies, among the coding SNPs of interest we also detected the presence of the CFH rs1061170, rs800292 and rs1065489 within all the infected patient subgroups examined. The minor C allele of rs1061170 encodes CFH 402H that over the years has been associated with diseases characterized by complement dysregulation namely the age-related macular degeneration (AMD) and the atypical haemolytic uremic syndrome (aHUS). Also, more recently with the diminishment of CD4+ T cell responses with ageing. The rs800292 minor allele A encodes CFH 62I that supports enhanced cofactor activity for Complement factor I (CFI). Also, the rs1065489 minor allele T encodes CFH 936D and is located within the CCP16 domain that influences the affinity of CFH with extracellular laminins. A subsequent computational analysis revealed that the CFH residue 402 is located centrally within a heme-binding motif (HBM) in domain CCP7 (398YNQNYGRKF406). Heme on the viral spike glycoprotein S1 subunit could recruit CFH 402H for masking free viral particles from opsonisation, and when in proximity to cell surface, act as a bait disrupting CFH 402H from the heparan sulphate coat of the target cells. Publicly available genetic data for European populations indicate that the minor C allele of rs1061170 is present only in haplotypes that carry the major alleles of rs800292 and rs1065489. This combination encodes for CFH 402H that exhibits increased biochemical affinity for heme in proximity, without enhanced cofactor activity for CFI and weaker association with the extracellular matrix. In the theatre of infection, this combination can promote heme-mediated viral infection with weaker complement opsonisation and potential AP deregulation. This strategy may be evolutionary conserved among various classes of infectious agents.
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Affiliation(s)
- Stefanos A Tsiftsoglou
- Laboratory of Pharmacology, School of Pharmacy, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece; Department of Biomedical Sciences, School of Health Sciences, Alexander Campus, International Hellenic University, Sindos, 57400, Greece.
| | - Eleni Gavriilaki
- 2(nd) Propedeutic Department of Internal Medicine, Hippocration General Hospital, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
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2
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Asteris PG, Gandomi AH, Armaghani DJ, Tsoukalas MZ, Gavriilaki E, Gerber G, Konstantakatos G, Skentou AD, Triantafyllidis L, Kotsiou N, Braunstein E, Chen H, Brodsky R, Touloumenidou T, Sakellari I, Alkayem NF, Bardhan A, Cao M, Cavaleri L, Formisano A, Guney D, Hasanipanah M, Khandelwal M, Mohammed AS, Samui P, Zhou J, Terpos E, Dimopoulos MA. Genetic justification of COVID-19 patient outcomes using DERGA, a novel data ensemble refinement greedy algorithm. J Cell Mol Med 2024; 28:e18105. [PMID: 38339761 PMCID: PMC10863978 DOI: 10.1111/jcmm.18105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 11/14/2023] [Accepted: 11/22/2023] [Indexed: 02/12/2024] Open
Abstract
Complement inhibition has shown promise in various disorders, including COVID-19. A prediction tool including complement genetic variants is vital. This study aims to identify crucial complement-related variants and determine an optimal pattern for accurate disease outcome prediction. Genetic data from 204 COVID-19 patients hospitalized between April 2020 and April 2021 at three referral centres were analysed using an artificial intelligence-based algorithm to predict disease outcome (ICU vs. non-ICU admission). A recently introduced alpha-index identified the 30 most predictive genetic variants. DERGA algorithm, which employs multiple classification algorithms, determined the optimal pattern of these key variants, resulting in 97% accuracy for predicting disease outcome. Individual variations ranged from 40 to 161 variants per patient, with 977 total variants detected. This study demonstrates the utility of alpha-index in ranking a substantial number of genetic variants. This approach enables the implementation of well-established classification algorithms that effectively determine the relevance of genetic variants in predicting outcomes with high accuracy.
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Affiliation(s)
- Panagiotis G. Asteris
- Computational Mechanics Laboratory, School of Pedagogical and Technological EducationAthensGreece
| | - Amir H. Gandomi
- Faculty of Engineering & ITUniversity of Technology SydneySydneyNew South WalesAustralia
- University Research and Innovation Center (EKIK), Óbuda UniversityBudapestHungary
| | - Danial J. Armaghani
- School of Civil and Environmental EngineeringUniversity of Technology SydneySydneyNew South WalesAustralia
| | - Markos Z. Tsoukalas
- Computational Mechanics Laboratory, School of Pedagogical and Technological EducationAthensGreece
| | - Eleni Gavriilaki
- 2nd Propedeutic Department of Internal MedicineAristotle University of ThessalonikiThessalonikiGreece
| | - Gloria Gerber
- Hematology DivisionJohns Hopkins UniversityBaltimoreUSA
| | - Gerasimos Konstantakatos
- Computational Mechanics Laboratory, School of Pedagogical and Technological EducationAthensGreece
| | - Athanasia D. Skentou
- Computational Mechanics Laboratory, School of Pedagogical and Technological EducationAthensGreece
| | - Leonidas Triantafyllidis
- Computational Mechanics Laboratory, School of Pedagogical and Technological EducationAthensGreece
| | - Nikolaos Kotsiou
- 2nd Propedeutic Department of Internal MedicineAristotle University of ThessalonikiThessalonikiGreece
| | | | - Hang Chen
- Hematology DivisionJohns Hopkins UniversityBaltimoreUSA
| | | | | | - Ioanna Sakellari
- Hematology Department – BMT UnitG Papanicolaou HospitalThessalonikiGreece
| | | | - Abidhan Bardhan
- Civil Engineering DepartmentNational Institute of Technology PatnaPatnaIndia
| | - Maosen Cao
- Department of Engineering MechanicsHohai UniversityNanjingChina
| | - Liborio Cavaleri
- Department of Civil, Environmental, Aerospace and Materials EngineeringUniversity of PalermoPalermoItaly
| | - Antonio Formisano
- Department of Structures for Engineering and ArchitectureUniversity of Naples “Federico II”NaplesItaly
| | - Deniz Guney
- Engineering FacultySan Diego State UniversitySan DiegoCaliforniaUSA
| | - Mahdi Hasanipanah
- Department of Geotechnics and Transportation, Faculty of Civil EngineeringUniversiti Teknologi MalaysiaJohor BahruMalaysia
| | - Manoj Khandelwal
- Institute of Innovation, Science and SustainabilityFederation University AustraliaBallaratVictoriaAustralia
| | | | - Pijush Samui
- Civil Engineering DepartmentNational Institute of Technology PatnaPatnaIndia
| | - Jian Zhou
- School of Resources and Safety EngineeringCentral South UniversityChangshaChina
| | - Evangelos Terpos
- Department of Clinical Therapeutics, Medical School, Faculty of MedicineNational Kapodistrian University of AthensAthensGreece
| | - Meletios A. Dimopoulos
- Department of Clinical Therapeutics, Medical School, Faculty of MedicineNational Kapodistrian University of AthensAthensGreece
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Zelek WM, Harrison RA. Complement and COVID-19: Three years on, what we know, what we don't know, and what we ought to know. Immunobiology 2023; 228:152393. [PMID: 37187043 PMCID: PMC10174470 DOI: 10.1016/j.imbio.2023.152393] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 05/05/2023] [Accepted: 05/08/2023] [Indexed: 05/17/2023]
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus was identified in China in 2019 as the causative agent of COVID-19, and quickly spread throughout the world, causing over 7 million deaths, of which 2 million occurred prior to the introduction of the first vaccine. In the following discussion, while recognising that complement is just one of many players in COVID-19, we focus on the relationship between complement and COVID-19 disease, with limited digression into directly-related areas such as the relationship between complement, kinin release, and coagulation. Prior to the 2019 COVID-19 outbreak, an important role for complement in coronavirus diseases had been established. Subsequently, multiple investigations of patients with COVID-19 confirmed that complement dysregulation is likely to be a major driver of disease pathology, in some, if not all, patients. These data fuelled evaluation of many complement-directed therapeutic agents in small patient cohorts, with claims of significant beneficial effect. As yet, these early results have not been reflected in larger clinical trials, posing questions such as who to treat, appropriate time to treat, duration of treatment, and optimal target for treatment. While significant control of the pandemic has been achieved through a global scientific and medical effort to comprehend the etiology of the disease, through extensive SARS-CoV-2 testing and quarantine measures, through vaccine development, and through improved therapy, possibly aided by attenuation of the dominant strains, it is not yet over. In this review, we summarise complement-relevant literature, emphasise its main conclusions, and formulate a hypothesis for complement involvement in COVID-19. Based on this we make suggestions as to how any future outbreak might be better managed in order to minimise impact on patients.
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Affiliation(s)
- Wioleta M Zelek
- Dementia Research Institute and Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff, United Kingdom
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Tsiftsoglou SA, Gavriilaki E, Touloumenidou T, Koravou EE, Koutra M, Papayanni PG, Karali V, Papalexandri A, Varelas C, Chatzopoulou F, Chatzidimitriou M, Chatzidimitriou D, Veleni A, Rapti E, Kioumis I, Kaimakamis E, Bitzani M, Boumpas DT, Tsantes A, Sotiropoulos D, Papadopoulou A, Sakellari I, Kokoris S, Anagnostopoulos A. Targeted genotyping of COVID-19 patients reveals a signature of complement C3 and factor B coding SNPs associated with severe infection. Immunobiology 2023; 228:152351. [PMID: 36805858 PMCID: PMC9928680 DOI: 10.1016/j.imbio.2023.152351] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 01/19/2023] [Accepted: 02/11/2023] [Indexed: 02/17/2023]
Abstract
We have attempted to explore further the involvement of complement components in the host COVID-19 (Coronavirus disease-19) immune responses by targeted genotyping of COVID-19 adult patients and analysis for missense coding Single Nucleotide Polymorphisms (coding SNPs) of genes encoding Alternative pathway (AP) components. We have identified a small group of common coding SNPs in Survivors and Deceased individuals, present in either relatively similar frequencies (CFH and CFI SNPs) or with stark differences in their relative abundance (C3 and CFB SNPs). In addition, we have identified several sporadic, potentially protective, coding SNPs of C3, CFB, CFD, CFH, CFHR1 and CFI in Survivors. No coding SNPs were detected for CD46 and CD55. Our demographic analysis indicated that the C3 rs1047286 or rs2230199 coding SNPs were present in 60 % of all the Deceased patients (n = 25) (the rs2230199 in 67 % of all Deceased Males) and in 31 % of all the Survivors (n = 105, p = 0.012) (the rs2230199 in 25 % of all Survivor Males). When we analysed these two major study groups using the presence of the C3 rs1047286 or rs2230199 SNPs as potential biomarkers, we noticed the complete absence of the protective CFB rs12614 and rs641153 coding SNPs from Deceased Males compared to Females (p = 0.0023). We propose that in these individuals, C3 carrying the R102G and CFB lacking the R32W or the R32Q amino acid substitutions, may contribute to enhanced association dynamics of the C3bBb AP pre-convertase complex assembly, thus enabling the exploitation of the activation of the Complement Alternative pathway (AP) by SARS-CoV-2.
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Affiliation(s)
- Stefanos A Tsiftsoglou
- Laboratory of Pharmacology, Department of Pharmaceutical Sciences, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece.
| | - Eleni Gavriilaki
- Hematology Department-BMT Unit, G. Papanicolaou Hospital, Exochi, Thessaloniki 57010, Greece.
| | - Tasoula Touloumenidou
- Hematology Department-BMT Unit, G. Papanicolaou Hospital, Exochi, Thessaloniki 57010, Greece
| | | | - Maria Koutra
- Hematology Department-BMT Unit, G. Papanicolaou Hospital, Exochi, Thessaloniki 57010, Greece
| | | | - Vassiliki Karali
- Rheumatology and Clinical Immunology Unit, University General Hospital "Attikon", Αthens, Greece
| | - Apostolia Papalexandri
- Hematology Department-BMT Unit, G. Papanicolaou Hospital, Exochi, Thessaloniki 57010, Greece
| | - Christos Varelas
- Hematology Department-BMT Unit, G. Papanicolaou Hospital, Exochi, Thessaloniki 57010, Greece
| | - Fani Chatzopoulou
- Microbiology Department, Aristotle University of Thessaloniki, Greece
| | - Maria Chatzidimitriou
- Biomedical Sciences Alexander Campus International Hellenic University, Thessaloniki, Greece
| | | | - Anastasia Veleni
- Infectious Disease Committee, G Papanicolaou Hospital, Thessaloniki, Greece
| | - Evdoxia Rapti
- Laboratory of Hematology and Hospital Blood Transfusion Department, University General Hospital "Attikon", NKUA, Medical School, Athens, Greece
| | - Ioannis Kioumis
- Respiratory Failure Department, G Papanicolaou Hospital-Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Milly Bitzani
- 1st Intensive Care Unit, G Papanicolaou Hospital, Thessaloniki, Greece
| | - Dimitrios T Boumpas
- Rheumatology and Clinical Immunology Unit, University General Hospital "Attikon", Αthens, Greece
| | - Argyris Tsantes
- Laboratory of Hematology and Hospital Blood Transfusion Department, University General Hospital "Attikon", NKUA, Medical School, Athens, Greece
| | - Damianos Sotiropoulos
- Hematology Department-BMT Unit, G. Papanicolaou Hospital, Exochi, Thessaloniki 57010, Greece
| | - Anastasia Papadopoulou
- Hematology Department-BMT Unit, G. Papanicolaou Hospital, Exochi, Thessaloniki 57010, Greece
| | - Ioanna Sakellari
- Hematology Department-BMT Unit, G. Papanicolaou Hospital, Exochi, Thessaloniki 57010, Greece
| | - Styliani Kokoris
- Laboratory of Hematology and Hospital Blood Transfusion Department, University General Hospital "Attikon", NKUA, Medical School, Athens, Greece
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5
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Gavriilaki E, Tsiftsoglou SA, Touloumenidou T, Farmaki E, Panagopoulou P, Michailidou E, Koravou EE, Mavrikou I, Iosifidis E, Tsiatsiou O, Papadimitriou E, Papadopoulou-Alataki E, Papayanni PG, Varelas C, Kokkoris S, Papalexandri A, Fotoulaki M, Galli-Tsinopoulou A, Zafeiriou D, Roilides E, Sakellari I, Anagnostopoulos A, Tragiannidis A. Targeted Genotyping of MIS-C Patients Reveals a Potential Alternative Pathway Mediated Complement Dysregulation during COVID-19 Infection. Curr Issues Mol Biol 2022; 44:2811-2824. [PMID: 35877417 PMCID: PMC9325260 DOI: 10.3390/cimb44070193] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/21/2022] [Accepted: 06/24/2022] [Indexed: 11/24/2022] Open
Abstract
Complement dysregulation has been documented in adults with COVID-19 and implicated in relevant pediatric inflammatory responses against SARS-CoV-2. We propose that signatures of complement missense coding SNPs associated with dysregulation could also be identified in children with multisystem inflammatory syndrome (MIS-C). We investigated 71 pediatric patients with RT-PCR validated SARS-CoV-2 hospitalized in pediatric COVID-19 care units (November 2020-March 2021) in three major groups. Seven (7) patients suffered from MIS-C (MIS-C group), 32 suffered from COVID-19 and were hospitalized (admitted group), whereas 32 suffered from COVID-19, but were sent home. All patients survived and were genotyped for variations in the C3, C5, CFB, CFD, CFH, CFHR1, CFI, CD46, CD55, MASP1, MASP2, MBL2, COLEC11, FCN1, and FCN3 genes. Upon evaluation of the missense coding SNP distribution patterns along the three study groups, we noticed similarities, but also considerably increased frequencies of the alternative pathway (AP) associated with SNPs rs12614 CFB, rs1061170, and rs1065489 CFH in the MIS-C patients. Our analysis suggests that the corresponding substitutions potentially reduce the C3b-inactivation efficiency and promote slower and weaker AP C3bBb pre-convertase assembly on virions. Under these circumstances, the complement AP opsonization capacity may be impaired, leading to compromised immune clearance and systemic inflammation in the MIS-C syndrome.
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Affiliation(s)
- Eleni Gavriilaki
- Hematology Department & BMT Unit, G Papanicolaou Hospital, 57010 Thessaloniki, Greece; (T.T.); (E.-E.K.); (I.M.); (P.G.P.); (C.V.); (A.P.); (I.S.); (A.A.)
| | - Stefanos A. Tsiftsoglou
- Laboratory of Pharmacology, Department of Pharmacy, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Tasoula Touloumenidou
- Hematology Department & BMT Unit, G Papanicolaou Hospital, 57010 Thessaloniki, Greece; (T.T.); (E.-E.K.); (I.M.); (P.G.P.); (C.V.); (A.P.); (I.S.); (A.A.)
| | - Evangelia Farmaki
- 1st Pediatric Department, Aristotle University of Thessaloniki, Hipporkation Hospital, 54642 Thessaloniki, Greece; (E.F.); (E.P.); (D.Z.)
| | - Paraskevi Panagopoulou
- 4th Pediatric Department, Aristotle University of Thessaloniki, Papageorgiou Hospital, 56429 Thessaloniki, Greece; (P.P.); (E.P.-A.); (M.F.)
| | - Elissavet Michailidou
- 3rd Pediatric Department, Aristotle University of Thessaloniki, Hippokration Hospital, 54642 Thessaloniki, Greece; (E.M.); (E.I.); (O.T.); (E.R.)
| | - Evaggelia-Evdoxia Koravou
- Hematology Department & BMT Unit, G Papanicolaou Hospital, 57010 Thessaloniki, Greece; (T.T.); (E.-E.K.); (I.M.); (P.G.P.); (C.V.); (A.P.); (I.S.); (A.A.)
| | - Ioulia Mavrikou
- Hematology Department & BMT Unit, G Papanicolaou Hospital, 57010 Thessaloniki, Greece; (T.T.); (E.-E.K.); (I.M.); (P.G.P.); (C.V.); (A.P.); (I.S.); (A.A.)
| | - Elias Iosifidis
- 3rd Pediatric Department, Aristotle University of Thessaloniki, Hippokration Hospital, 54642 Thessaloniki, Greece; (E.M.); (E.I.); (O.T.); (E.R.)
| | - Olga Tsiatsiou
- 3rd Pediatric Department, Aristotle University of Thessaloniki, Hippokration Hospital, 54642 Thessaloniki, Greece; (E.M.); (E.I.); (O.T.); (E.R.)
| | - Eleni Papadimitriou
- 1st Pediatric Department, Aristotle University of Thessaloniki, Hipporkation Hospital, 54642 Thessaloniki, Greece; (E.F.); (E.P.); (D.Z.)
| | - Efimia Papadopoulou-Alataki
- 4th Pediatric Department, Aristotle University of Thessaloniki, Papageorgiou Hospital, 56429 Thessaloniki, Greece; (P.P.); (E.P.-A.); (M.F.)
| | - Penelope Georgia Papayanni
- Hematology Department & BMT Unit, G Papanicolaou Hospital, 57010 Thessaloniki, Greece; (T.T.); (E.-E.K.); (I.M.); (P.G.P.); (C.V.); (A.P.); (I.S.); (A.A.)
| | - Christos Varelas
- Hematology Department & BMT Unit, G Papanicolaou Hospital, 57010 Thessaloniki, Greece; (T.T.); (E.-E.K.); (I.M.); (P.G.P.); (C.V.); (A.P.); (I.S.); (A.A.)
| | - Styliani Kokkoris
- Laboratory of Hematology and Hospital—Blood Transfusion Unit, Medical School, University General Hospital “Attikon”, NKUA, 12462 Athens, Greece;
| | - Apostolia Papalexandri
- Hematology Department & BMT Unit, G Papanicolaou Hospital, 57010 Thessaloniki, Greece; (T.T.); (E.-E.K.); (I.M.); (P.G.P.); (C.V.); (A.P.); (I.S.); (A.A.)
| | - Maria Fotoulaki
- 4th Pediatric Department, Aristotle University of Thessaloniki, Papageorgiou Hospital, 56429 Thessaloniki, Greece; (P.P.); (E.P.-A.); (M.F.)
| | - Assimina Galli-Tsinopoulou
- 2nd Pediatric Department, Aristotle University of Thessaloniki, AHEPA Hospital, 54621 Thessaloniki, Greece; (A.G.-T.); (A.T.)
| | - Dimitrios Zafeiriou
- 1st Pediatric Department, Aristotle University of Thessaloniki, Hipporkation Hospital, 54642 Thessaloniki, Greece; (E.F.); (E.P.); (D.Z.)
| | - Emmanuel Roilides
- 3rd Pediatric Department, Aristotle University of Thessaloniki, Hippokration Hospital, 54642 Thessaloniki, Greece; (E.M.); (E.I.); (O.T.); (E.R.)
| | - Ioanna Sakellari
- Hematology Department & BMT Unit, G Papanicolaou Hospital, 57010 Thessaloniki, Greece; (T.T.); (E.-E.K.); (I.M.); (P.G.P.); (C.V.); (A.P.); (I.S.); (A.A.)
| | - Achilles Anagnostopoulos
- Hematology Department & BMT Unit, G Papanicolaou Hospital, 57010 Thessaloniki, Greece; (T.T.); (E.-E.K.); (I.M.); (P.G.P.); (C.V.); (A.P.); (I.S.); (A.A.)
| | - Athanasios Tragiannidis
- 2nd Pediatric Department, Aristotle University of Thessaloniki, AHEPA Hospital, 54621 Thessaloniki, Greece; (A.G.-T.); (A.T.)
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6
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Henry BM, Sinkovits G, Szergyuk I, de Oliveira MHS, Lippi G, Benoit JL, Favaloro EJ, Pode-Shakked N, Benoit SW, Cooper DS, Müller V, Iványi Z, Gál J, Réti M, Gopcsa L, Reményi P, Szathmáry B, Lakatos B, Szlávik J, Bobek I, Prohászka ZZ, Förhécz Z, Csuka D, Hurler L, Kajdácsi E, Cervenak L, Mező B, Kiszel P, Masszi T, Vályi-Nagy I, Prohászka Z. Complement Levels at Admission Reflecting Progression to Severe Acute Kidney Injury (AKI) in Coronavirus Disease 2019 (COVID-19): A Multicenter Prospective Cohort Study. Front Med (Lausanne) 2022; 9:796109. [PMID: 35572977 PMCID: PMC9100416 DOI: 10.3389/fmed.2022.796109] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 04/01/2022] [Indexed: 11/28/2022] Open
Abstract
Background Dysregulation of complement system is thought to be a major player in development of multi-organ damage and adverse outcomes in patients with coronavirus disease 2019 (COVID-19). This study aimed to examine associations between complement system activity and development of severe acute kidney injury (AKI) among hospitalized COVID-19 patients. Materials and Methods In this multicenter, international study, complement as well as inflammatory and thrombotic parameters were analyzed in COVID-19 patients requiring hospitalization at one US and two Hungarian centers. The primary endpoint was development of severe AKI defined by KDIGO stage 2+3 criteria, while the secondary endpoint was need for renal replacement therapy (RRT). Complement markers with significant associations with endpoints were then correlated with a panel of inflammatory and thrombotic biomarkers and assessed for independent association with outcome measures using logistic regression. Results A total of 131 hospitalized COVID-19 patients (median age 66 [IQR, 54-75] years; 54.2% males) were enrolled, 33 from the US, and 98 from Hungary. There was a greater prevalence of complement over-activation and consumption in those who developed severe AKI and need for RRT during hospitalization. C3a/C3 ratio was increased in groups developing severe AKI (3.29 vs. 1.71; p < 0.001) and requiring RRT (3.42 vs. 1.79; p < 0.001) in each cohort. Decrease in alternative and classical pathway activity, and consumption of C4 below reference range, as well as elevation of complement activation marker C3a above the normal was more common in patients progressing to severe AKI. In the Hungarian cohort, each standard deviation increase in C3a (SD = 210.1) was independently associated with 89.7% increased odds of developing severe AKI (95% CI, 7.6-234.5%). Complement was extensively correlated with an array of inflammatory biomarkers and a prothrombotic state. Conclusion Consumption and dysregulation of complement system is associated with development of severe AKI in COVID-19 patients and could represent a promising therapeutic target for reducing thrombotic microangiopathy in SARS-CoV-2 infection.
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Affiliation(s)
- Brandon M. Henry
- Division of Nephrology and Hypertension, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Disease Intervention and Prevention and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, United States
| | - György Sinkovits
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
| | - Ivan Szergyuk
- Faculty of Medicine, Jagiellonian University Medical College, Krakow, Poland
| | | | - Giuseppe Lippi
- Section of Clinical Biochemistry, University of Verona, Verona, Italy
| | - Justin L. Benoit
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Emmanuel J. Favaloro
- Haematology, Sydney Centres for Thrombosis and Haemostasis, Westmead Hospital, Institute of Clinical Pathology and Medical Research (ICPMR), NSW Health Pathology, Westmead, NSW, Australia
| | - Naomi Pode-Shakked
- Division of Nephrology and Hypertension, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
- Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel-Hashomer, Israel; Sackler Faculty of Medicine, Tel-Aviv University, Tel Aviv, Israel
| | - Stefanie W. Benoit
- Division of Nephrology and Hypertension, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - David S. Cooper
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Veronika Müller
- Department of Pulmonology, Semmelweis University, Budapest, Hungary
| | - Zsolt Iványi
- Department of Anaesthesiology and Intensive Therapy, Semmelweis University, Budapest, Hungary
| | - János Gál
- Department of Anaesthesiology and Intensive Therapy, Semmelweis University, Budapest, Hungary
| | - Marienn Réti
- Department of Haematology and Stem Cell Transplantation, Central Hospital of Southern Pest National Institute of Haematology and Infectious Diseases, Budapest, Hungary
| | - László Gopcsa
- Department of Haematology and Stem Cell Transplantation, Central Hospital of Southern Pest National Institute of Haematology and Infectious Diseases, Budapest, Hungary
| | - Péter Reményi
- Department of Haematology and Stem Cell Transplantation, Central Hospital of Southern Pest National Institute of Haematology and Infectious Diseases, Budapest, Hungary
| | - Beáta Szathmáry
- Department of Infectology, Central Hospital of Southern Pest National Institute of Haematology and Infectious Diseases, Budapest, Hungary
| | - Botond Lakatos
- Department of Infectology, Central Hospital of Southern Pest National Institute of Haematology and Infectious Diseases, Budapest, Hungary
| | - János Szlávik
- Department of Infectology, Central Hospital of Southern Pest National Institute of Haematology and Infectious Diseases, Budapest, Hungary
| | - Ilona Bobek
- Department of Anaesthesiology and Intensive Therapy, Central Hospital of Southern Pest National Institute of Haematology and Infectious Diseases, Budapest, Hungary
| | - Zita Z. Prohászka
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
| | - Zsolt Förhécz
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
| | - Dorottya Csuka
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
| | - Lisa Hurler
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
| | - Erika Kajdácsi
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
| | - László Cervenak
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
| | - Blanka Mező
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
- Research Group for Immunology and Haematology, Semmelweis University - Eötvös Loránd Research Network (Office for Supported Research Groups), Budapest, Hungary
| | - Petra Kiszel
- Research Group for Immunology and Haematology, Semmelweis University - Eötvös Loránd Research Network (Office for Supported Research Groups), Budapest, Hungary
| | - Tamás Masszi
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
| | - István Vályi-Nagy
- Department of Infectology, Central Hospital of Southern Pest National Institute of Haematology and Infectious Diseases, Budapest, Hungary
- Department of Anaesthesiology and Intensive Therapy, Central Hospital of Southern Pest National Institute of Haematology and Infectious Diseases, Budapest, Hungary
| | - Zoltán Prohászka
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, Hungary
- Research Group for Immunology and Haematology, Semmelweis University - Eötvös Loránd Research Network (Office for Supported Research Groups), Budapest, Hungary
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7
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Lage SL, Rocco JM, Laidlaw E, Rupert A, Galindo F, Kellogg A, Kumar P, Poon R, Wortmann GW, Lisco A, Manion M, Sereti I. Activation of Complement Components on Circulating Blood Monocytes From COVID-19 Patients. Front Immunol 2022; 13:815833. [PMID: 35250994 PMCID: PMC8892247 DOI: 10.3389/fimmu.2022.815833] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 01/25/2022] [Indexed: 12/13/2022] Open
Abstract
The coronavirus disease-2019 (COVID-19) caused by the SARS-CoV-2 virus may vary from asymptomatic to severe infection with multi-organ failure and death. Increased levels of circulating complement biomarkers have been implicated in COVID-19-related hyperinflammation and coagulopathy. We characterized systemic complement activation at a cellular level in 49-patients with COVID-19. We found increases of the classical complement sentinel C1q and the downstream C3 component on circulating blood monocytes from COVID-19 patients when compared to healthy controls (HCs). Interestingly, the cell surface-bound complement inhibitor CD55 was also upregulated in COVID-19 patient monocytes in comparison with HC cells. Monocyte membrane-bound C1q, C3 and CD55 levels were associated with plasma inflammatory markers such as CRP and serum amyloid A during acute infection. Membrane-bounds C1q and C3 remained elevated even after a short recovery period. These results highlight systemic monocyte-associated complement activation over a broad range of COVID-19 disease severities, with a compensatory upregulation of CD55. Further evaluation of complement and its interaction with myeloid cells at the membrane level could improve understanding of its role in COVID-19 pathogenesis.
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Affiliation(s)
- Silvia Lucena Lage
- HIV Pathogenesis Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
- *Correspondence: Silvia Lucena Lage, ; Joseph M. Rocco,
| | - Joseph M. Rocco
- HIV Pathogenesis Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
- *Correspondence: Silvia Lucena Lage, ; Joseph M. Rocco,
| | - Elizabeth Laidlaw
- HIV Pathogenesis Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Adam Rupert
- AIDS Monitoring Laboratory, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD, United States
| | - Frances Galindo
- HIV Pathogenesis Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Anela Kellogg
- Clinical Monitoring Research Program Directorate, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD, United States
| | - Princy Kumar
- Division of Infectious Diseases and Tropical Medicine, Georgetown University Medical Center, Washington, DC, United States
| | - Rita Poon
- Division of Hospital Medicine at MedStar Georgetown University Hospital, Washington, DC, United States
| | - Glenn W. Wortmann
- Section of Infectious Diseases, MedStar Washington Hospital Center, Washington, DC, United States
| | - Andrea Lisco
- HIV Pathogenesis Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Maura Manion
- HIV Pathogenesis Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Irini Sereti
- HIV Pathogenesis Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
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8
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Asteris PG, Gavriilaki E, Touloumenidou T, Koravou E, Koutra M, Papayanni PG, Pouleres A, Karali V, Lemonis ME, Mamou A, Skentou AD, Papalexandri A, Varelas C, Chatzopoulou F, Chatzidimitriou M, Chatzidimitriou D, Veleni A, Rapti E, Kioumis I, Kaimakamis E, Bitzani M, Boumpas D, Tsantes A, Sotiropoulos D, Papadopoulou A, Kalantzis IG, Vallianatou LA, Armaghani DJ, Cavaleri L, Gandomi AH, Hajihassani M, Hasanipanah M, Koopialipoor M, Lourenço PB, Samui P, Zhou J, Sakellari I, Valsami S, Politou M, Kokoris S, Anagnostopoulos A. Genetic prediction of ICU hospitalization and mortality in COVID‐19 patients using artificial neural networks. J Cell Mol Med 2022; 26:1445-1455. [PMID: 35064759 PMCID: PMC8899198 DOI: 10.1111/jcmm.17098] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 11/18/2021] [Accepted: 11/23/2021] [Indexed: 12/13/2022] Open
Abstract
There is an unmet need of models for early prediction of morbidity and mortality of Coronavirus disease‐19 (COVID‐19). We aimed to a) identify complement‐related genetic variants associated with the clinical outcomes of ICU hospitalization and death, b) develop an artificial neural network (ANN) predicting these outcomes and c) validate whether complement‐related variants are associated with an impaired complement phenotype. We prospectively recruited consecutive adult patients of Caucasian origin, hospitalized due to COVID‐19. Through targeted next‐generation sequencing, we identified variants in complement factor H/CFH, CFB, CFH‐related, CFD, CD55, C3, C5, CFI, CD46, thrombomodulin/THBD, and A Disintegrin and Metalloproteinase with Thrombospondin motifs (ADAMTS13). Among 381 variants in 133 patients, we identified 5 critical variants associated with severe COVID‐19: rs2547438 (C3), rs2250656 (C3), rs1042580 (THBD), rs800292 (CFH) and rs414628 (CFHR1). Using age, gender and presence or absence of each variant, we developed an ANN predicting morbidity and mortality in 89.47% of the examined population. Furthermore, THBD and C3a levels were significantly increased in severe COVID‐19 patients and those harbouring relevant variants. Thus, we reveal for the first time an ANN accurately predicting ICU hospitalization and death in COVID‐19 patients, based on genetic variants in complement genes, age and gender. Importantly, we confirm that genetic dysregulation is associated with impaired complement phenotype.
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Affiliation(s)
- Panagiotis G. Asteris
- Computational Mechanics Laboratory School of Pedagogical and Technological Education Athens Greece
| | - Eleni Gavriilaki
- Hematology Department BMT Unit G Papanicolaou Hospital Thessaloniki Greece
| | | | | | - Maria Koutra
- Hematology Department BMT Unit G Papanicolaou Hospital Thessaloniki Greece
| | | | | | - Vassiliki Karali
- Rheumatology and Clinical Immunology Unit University General Hospital ‘Attikon’ Athens Greece
| | - Minas E. Lemonis
- Computational Mechanics Laboratory School of Pedagogical and Technological Education Athens Greece
| | - Anna Mamou
- Computational Mechanics Laboratory School of Pedagogical and Technological Education Athens Greece
| | - Athanasia D. Skentou
- Computational Mechanics Laboratory School of Pedagogical and Technological Education Athens Greece
| | | | - Christos Varelas
- Hematology Department BMT Unit G Papanicolaou Hospital Thessaloniki Greece
| | | | - Maria Chatzidimitriou
- Biomedical Sciences Alexander Campus International Hellenic University Thessaloniki Greece
| | | | - Anastasia Veleni
- Infectious Disease Committee G Papanicolaou Hospital Thessaloniki Greece
| | - Evdoxia Rapti
- Laboratory of Hematology and Hospital Blood Transfusion Department University General Hospital ‘Attikon’NKUAMedical School Athens Greece
| | - Ioannis Kioumis
- Respiratory Failure Department G Papanicolaou HospitalAristotle University of Thessaloniki Thessaloniki Greece
| | | | - Milly Bitzani
- 1 Intensive Care Unit G Papanicolaou Hospital Thessaloniki Greece
| | - Dimitrios Boumpas
- Rheumatology and Clinical Immunology Unit University General Hospital ‘Attikon’ Athens Greece
| | - Argyris Tsantes
- Laboratory of Hematology and Hospital Blood Transfusion Department University General Hospital ‘Attikon’NKUAMedical School Athens Greece
| | | | | | | | - Lydia A. Vallianatou
- Cath and EP Laboratory/Covid Intensive Care Unit Hellenic Red Cross Hospital Athens Greece
| | - Danial J. Armaghani
- Department of Civil Engineering Faculty of Engineering University of Malaya Kuala Lumpur Malaysia
| | - Liborio Cavaleri
- Department of Civil, Environmental, Aerospace and Materials Engineering University of Palermo Palermo Italy
| | - Amir H. Gandomi
- Faculty of Engineering & Information Technology University of Technology Sydney Ultimo NSW Australia
| | - Mohsen Hajihassani
- Department of Mining Engineering Faculty of Engineering Urmia University Urmia Iran
| | - Mahdi Hasanipanah
- Institute of Research and Development Duy Tan University Da Nang Vietnam
| | | | - Paulo B. Lourenço
- Department of Civil Engineering ISISEUniversity of Minho Guimarães Portugal
| | - Pijush Samui
- Department of Civil Engineering National Institute of Technology Patna Patna Bihar India
| | - Jian Zhou
- School of Resources and Safety Engineering Central South University Changsha China
| | - Ioanna Sakellari
- Hematology Department BMT Unit G Papanicolaou Hospital Thessaloniki Greece
| | - Serena Valsami
- Hematology Laboratory ‐ Blood Bank Aretaieion HospitalSchool of MedicineNKUA Athens Greece
| | - Marianna Politou
- Hematology Laboratory ‐ Blood Bank Aretaieion HospitalSchool of MedicineNKUA Athens Greece
| | - Styliani Kokoris
- Laboratory of Hematology and Hospital Blood Transfusion Department University General Hospital ‘Attikon’NKUAMedical School Athens Greece
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