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Ali M, Longet S, Neale I, Rongkard P, Chowdhury FUH, Hill J, Brown A, Laidlaw S, Tipton T, Hoque A, Hassan N, Hackstein CP, Adele S, Akther HD, Abraham P, Paul S, Rahman MM, Alam MM, Parvin S, Mollah FH, Hoque MM, Moore SC, Biswas SK, Turtle L, de Silva TI, Ogbe A, Frater J, Barnes E, Tomic A, Carroll MW, Klenerman P, Kronsteiner B, Chowdhury FR, Dunachie SJ. Obesity differs from diabetes mellitus in antibody and T-cell responses post-COVID-19 recovery. Clin Exp Immunol 2024; 218:78-92. [PMID: 38642547 PMCID: PMC11404124 DOI: 10.1093/cei/uxae030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 01/05/2024] [Accepted: 04/18/2024] [Indexed: 04/22/2024] Open
Abstract
OBJECTIVE Obesity and type 2 diabetes (DM) are risk factors for severe coronavirus disease 2019 (COVID-19) outcomes, which disproportionately affect South Asian populations. This study aims to investigate the humoral and cellular immune responses to SARS-CoV-2 in adult COVID-19 survivors with overweight/obesity (Ov/Ob, BMI ≥ 23 kg/m2) and DM in Bangladesh. METHODS In this cross-sectional study, SARS-CoV-2-specific antibody and T-cell responses were investigated in 63 healthy and 75 PCR-confirmed COVID-19 recovered individuals in Bangladesh, during the pre-vaccination first wave of the COVID-19 pandemic in 2020. RESULTS In COVID-19 survivors, SARS-CoV-2 infection induced robust antibody and T-cell responses, which correlated with disease severity. After adjusting for age, sex, DM status, disease severity, and time since onset of symptoms, Ov/Ob was associated with decreased neutralizing antibody titers, and increased SARS-CoV-2 spike-specific IFN-γ response along with increased proliferation and IL-2 production by CD8 + T cells. In contrast, DM was not associated with SARS-CoV-2-specific antibody and T-cell responses after adjustment for obesity and other confounders. CONCLUSION Ov/Ob is associated with lower neutralizing antibody levels and higher T-cell responses to SARS-CoV-2 post-COVID-19 recovery, while antibody or T-cell responses remain unaltered in DM.
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Affiliation(s)
- Mohammad Ali
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
- Directorate General of Health Services, Dhaka, Bangladesh
- Department of Biochemistry and Molecular Biology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Stephanie Longet
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Isabel Neale
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
| | - Patpong Rongkard
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
| | | | - Jennifer Hill
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
| | - Anthony Brown
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Stephen Laidlaw
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Tom Tipton
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Ashraful Hoque
- Department of Transfusion Medicine, Sheikh Hasina National Burn & Plastics Surgery Institute, Dhaka, Bangladesh
| | - Nazia Hassan
- Department of Internal Medicine, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Carl-Philipp Hackstein
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Translational Gastroenterology Unit, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Sandra Adele
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
| | - Hossain Delowar Akther
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Translational Gastroenterology Unit, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Priyanka Abraham
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
| | - Shrebash Paul
- Department of Internal Medicine, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Md Matiur Rahman
- Department of Biochemistry and Molecular Biology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Md Masum Alam
- Department of Biochemistry and Molecular Biology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Shamima Parvin
- Department of Biochemistry and Molecular Biology, Mugda Medical College, Dhaka, Bangladesh
| | - Forhadul Hoque Mollah
- Department of Biochemistry and Molecular Biology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Md Mozammel Hoque
- Department of Biochemistry and Molecular Biology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Shona C Moore
- Tropical and Infectious Disease Unit, Liverpool University Hospitals NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, UK
| | - Subrata K Biswas
- Department of Biochemistry and Molecular Biology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut, USA
| | - Lance Turtle
- Tropical and Infectious Disease Unit, Liverpool University Hospitals NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, UK
| | - Thushan I de Silva
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Ane Ogbe
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - John Frater
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Eleanor Barnes
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Adriana Tomic
- National Emerging Infectious Diseases Laboratories, Boston University, Boston, MA, USA
- Department of Microbiology, Boston University School of Medicine, Boston, MA, USA
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
| | - Miles W Carroll
- Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Paul Klenerman
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Translational Gastroenterology Unit, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Barbara Kronsteiner
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
| | - Fazle Rabbi Chowdhury
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
- Department of Internal Medicine, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Susanna J Dunachie
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
- NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
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2
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Kenny G, Saini G, Gaillard CM, Negi R, Alalwan D, Garcia Leon A, McCann K, Tinago W, Kelly C, Cotter AG, de Barra E, Horgan M, Yousif O, Gautier V, Landay A, McAuley D, Feeney ER, O'Kane C, Mallon PWG. Early inflammatory profiles predict maximal disease severity in COVID-19: An unsupervised cluster analysis. Heliyon 2024; 10:e34694. [PMID: 39144942 PMCID: PMC11320140 DOI: 10.1016/j.heliyon.2024.e34694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 07/14/2024] [Accepted: 07/15/2024] [Indexed: 08/16/2024] Open
Abstract
Background The inflammatory changes that underlie the heterogeneous presentations of COVID-19 remain incompletely understood. In this study we aimed to identify inflammatory profiles that precede the development of severe COVID-19, that could serve as targets for optimised delivery of immunomodulatory therapies and provide insights for the development of new therapies. Methods We included individuals sampled <10 days from COVID-19 symptom onset, recruited from both inpatient and outpatient settings. We measured 61 biomarkers in plasma, including markers of innate immune and T cell activation, coagulation, tissue repair and lung injury. We used principal component analysis and hierarchical clustering to derive biomarker clusters, and ordinal logistic regression to explore associations between cluster membership and maximal disease severity, adjusting for known risk factors for severe COVID-19. Results In 312 individuals, median (IQR) 7 (4-9) days from symptom onset, we found four clusters. Cluster 1 was characterised by low overall inflammation, cluster 2 was characterised by higher levels of growth factors and markers of endothelial activation (EGF, VEGF, PDGF, TGFα, PAI-1 and p-selectin). Cluster 3 and 4 both had higher overall inflammation. Cluster 4 had the highest levels of most markers including markers of innate immune activation (IL6, procalcitonin, CRP, TNFα), and coagulation (D-dimer, TPO), in contrast cluster 3 had the highest levels of alveolar epithelial injury markers (RAGE, ST2), but relative downregulation of growth factors and endothelial activation markers, suggesting a dysfunctional inflammatory pattern. In unadjusted and adjusted analysis, compared to cluster 1, cluster 3 had the highest odds of progressing to more severe disease (unadjusted OR (95%CI) 9.02 (4.53-17.96), adjusted OR (95%CI) 6.02 (2.70-13.39)). Conclusion Early inflammatory profiles predicted subsequent maximal disease severity independent of risk factors for severe COVID-19. A cluster with downregulation of growth factors and endothelial activation markers, and early evidence of alveolar epithelial injury, had the highest risk of severe COVID-19.
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Affiliation(s)
- Grace Kenny
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
- Department of Infectious Diseases, St Vincent's University Hospital, Dublin, Ireland
| | - Gurvin Saini
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
| | - Colette Marie Gaillard
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
| | - Riya Negi
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
| | - Dana Alalwan
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
| | - Alejandro Garcia Leon
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
| | - Kathleen McCann
- Department of Infectious Diseases, St Vincent's University Hospital, Dublin, Ireland
| | - Willard Tinago
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
| | - Christine Kelly
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
- Department of Infectious Diseases, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Aoife G. Cotter
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
- Department of Infectious Diseases, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Eoghan de Barra
- Department of International Health and Tropical Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Mary Horgan
- Department of Infectious Diseases, Cork University Hospital, Wilton, Cork, Ireland
| | - Obada Yousif
- Department of Endocrinology, Wexford General Hospital, Wexford, Ireland
| | - Virginie Gautier
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
| | - Alan Landay
- Department of Internal Medicine, Rush University, Chicago, IL, USA
| | | | - Eoin R. Feeney
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
- Department of Infectious Diseases, St Vincent's University Hospital, Dublin, Ireland
| | | | - Patrick WG. Mallon
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin, Ireland
- Department of Infectious Diseases, St Vincent's University Hospital, Dublin, Ireland
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3
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Domènech-Montoliu S, Puig-Barberà J, Pac-Sa MR, Orrico-Sanchéz A, Gómez-Lanas L, Sala-Trull D, Domènech-Leon C, Del Rio-González A, Sánchez-Urbano M, Satorres-Martinez P, Aparisi-Esteve L, Badenes-Marques G, Blasco-Gari R, Casanova-Suarez J, Gil-Fortuño M, Hernández-Pérez N, Jovani-Sales D, López-Diago L, Notari-Rodríguez C, Pérez-Olaso O, Romeu-Garcia MA, Ruíz-Puig R, Arnedo-Pena A. Cellular Immunity of SARS-CoV-2 in the Borriana COVID-19 Cohort: A Nested Case-Control Study. EPIDEMIOLOGIA 2024; 5:167-186. [PMID: 38651389 PMCID: PMC11036210 DOI: 10.3390/epidemiologia5020012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 03/27/2024] [Accepted: 04/05/2024] [Indexed: 04/25/2024] Open
Abstract
Our goal was to determine the cellular immune response (CIR) in a sample of the Borriana COVID-19 cohort (Spain) to identify associated factors and their relationship with infection, reinfection and sequelae. We conducted a nested case-control study using a randomly selected sample of 225 individuals aged 18 and older, including 36 individuals naïve to the SARS-CoV-2 infection and 189 infected patients. We employed flow-cytometry-based immunoassays for intracellular cytokine staining, using Wuhan and BA.2 antigens, and chemiluminescence microparticle immunoassay to detect SARS-CoV-2 antibodies. Logistic regression models were applied. A total of 215 (95.6%) participants exhibited T-cell response (TCR) to at least one antigen. Positive responses of CD4+ and CD8+ T cells were 89.8% and 85.3%, respectively. No difference in CIR was found between naïve and infected patients. Patients who experienced sequelae exhibited a higher CIR than those without. A positive correlation was observed between TCR and anti-spike IgG levels. Factors positively associated with the TCR included blood group A, number of SARS-CoV-2 vaccine doses received, and anti-N IgM; factors inversely related were the time elapsed since the last vaccine dose or infection, and blood group B. These findings contribute valuable insights into the nuanced immune landscape shaped by SARS-CoV-2 infection and vaccination.
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Affiliation(s)
| | - Joan Puig-Barberà
- Vaccines Research Unit, Foundation for the Promotion of Health and Biomedical Research in Valencia Region FISABIO-Public Health, 46020 Valencia, Spain; (J.P.-B.); (A.O.-S.)
| | - María Rosario Pac-Sa
- Public Health Center, 12003 Castelló de la Plana, Spain; (M.R.P.-S.); (M.A.R.-G.)
| | - Alejandro Orrico-Sanchéz
- Vaccines Research Unit, Foundation for the Promotion of Health and Biomedical Research in Valencia Region FISABIO-Public Health, 46020 Valencia, Spain; (J.P.-B.); (A.O.-S.)
- Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
- Secretary of Chair of Vaccines Catholic University of Valencia, 46001 Valencia, Spain
| | - Lorna Gómez-Lanas
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Diego Sala-Trull
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Carmen Domènech-Leon
- Department of Medicine, University CEU Cardenal Herrera, 12006 Castelló de la Plana, Spain;
| | | | - Manuel Sánchez-Urbano
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Paloma Satorres-Martinez
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | | | - Gema Badenes-Marques
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Roser Blasco-Gari
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | | | - María Gil-Fortuño
- Microbiology Service University Hospital de la Plana, 12540 Vila-real, Spain; (M.G.-F.); (N.H.-P.); (O.P.-O.)
| | - Noelia Hernández-Pérez
- Microbiology Service University Hospital de la Plana, 12540 Vila-real, Spain; (M.G.-F.); (N.H.-P.); (O.P.-O.)
| | - David Jovani-Sales
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Laura López-Diago
- Clinical Analysis Service University Hospital de la Plana, 12540 Vila-real, Spain;
| | - Cristina Notari-Rodríguez
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Oscar Pérez-Olaso
- Microbiology Service University Hospital de la Plana, 12540 Vila-real, Spain; (M.G.-F.); (N.H.-P.); (O.P.-O.)
| | | | - Raquel Ruíz-Puig
- Emergency Service University Hospital de la Plana, 12540 Vila-real, Spain; (L.G.-L.); (D.S.-T.); (M.S.-U.); (P.S.-M.); (G.B.-M.); (R.B.-G.); (D.J.-S.); (C.N.-R.); (R.R.-P.)
| | - Alberto Arnedo-Pena
- Public Health Center, 12003 Castelló de la Plana, Spain; (M.R.P.-S.); (M.A.R.-G.)
- Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
- Department of Health Science, Public University Navarra, 31006 Pamplona, Spain
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4
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Malavazos AE, Dubini C, Milani V, Boveri S, Meregalli C, Bertolini C, Buscemi C, Cardani R, Renna LV, Trevisan MB, Scravaglieri V, Cuppone MT, Menicanti L, Costa E, Ambrogi F, Ruocco C, Carruba M, Iacobellis G, Nisoli E, Corsi Romanelli MM. BNT162b2 Booster Dose Elicits a Robust Antibody Response in Subjects with Abdominal Obesity and Previous SARS-CoV-2 Infection. Vaccines (Basel) 2023; 11:1796. [PMID: 38140200 PMCID: PMC10747120 DOI: 10.3390/vaccines11121796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 11/24/2023] [Accepted: 11/29/2023] [Indexed: 12/24/2023] Open
Abstract
Little is known about the long-term durability of the induced immune response in subjects with obesity, particularly in those with an abdominal distribution of adipose tissue. We evaluated SARS-CoV-2-specific antibody responses after BNT162b2 vaccine booster dose, comparing individuals with and without abdominal obesity (AO), discerning between individuals previously infected or not. IgG-TrimericS were measured in 511 subjects at baseline, on the 21st day after vaccine dose 1, and at 1, 3, 6, and 9 months from dose 2, and at 1 and 3 months following the booster dose. To detect SARS-CoV-2 infection, nucleocapsid antibodies were measured at baseline and at the end of the study. Multivariable linear regression evaluated the three-month difference in the absolute variation in IgG-TrimericS levels from booster dose, showing AO and SARS-CoV-2 infection status interactions (p = 0.016). Regardless of possible confounding factors and IgG-TrimericS levels at the booster dose, AO is associated with a higher absolute change in IgG-TrimericS in prior infected individuals (p = 0.0125). In the same regression model, no interaction is highlighted using BMI (p = 0.418). The robust response in the development of antibodies after booster dose, observed in people with AO and previous infection, may support the recommendations to administer a booster dose in this population group.
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Affiliation(s)
- Alexis Elias Malavazos
- Endocrinology Unit, Clinical Nutrition and Cardiometabolic Prevention Service, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy (C.M.)
- Department of Biomedical, Surgical and Dental Sciences, University of Milano, 20122 Milan, Italy
| | - Carola Dubini
- Endocrinology Unit, Clinical Nutrition and Cardiometabolic Prevention Service, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy (C.M.)
| | - Valentina Milani
- Laboratory of Biostatistics and Data Management, Scientific Directorate, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
| | - Sara Boveri
- Laboratory of Biostatistics and Data Management, Scientific Directorate, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
| | - Chiara Meregalli
- Endocrinology Unit, Clinical Nutrition and Cardiometabolic Prevention Service, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy (C.M.)
| | | | - Carola Buscemi
- Unit of Internal Medicine, V. Cervello Hospital, 90146 Palermo, Italy
- Clinical Nutrition Unit, Department of Health Promotion, Maternal and Childhood, Internal and Specialized Medicine of Excellence (PROMISE), University of Palermo, 90100 Palermo, Italy
| | - Rosanna Cardani
- Biobank BioCor, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy (L.V.R.)
| | - Laura Valentina Renna
- Biobank BioCor, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy (L.V.R.)
| | - Manuel Bruno Trevisan
- Endocrinology Unit, Clinical Nutrition and Cardiometabolic Prevention Service, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy (C.M.)
| | - Valentina Scravaglieri
- Endocrinology Unit, Clinical Nutrition and Cardiometabolic Prevention Service, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy (C.M.)
| | - Maria Teresa Cuppone
- Scientific Directorate, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
| | - Lorenzo Menicanti
- Scientific Directorate, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
| | - Elena Costa
- Service of Laboratory Medicine, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
| | - Federico Ambrogi
- Laboratory of Biostatistics and Data Management, Scientific Directorate, IRCCS Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
- Department of Clinical Sciences and Community Health, University of Milano, 20122 Milan, Italy
| | - Chiara Ruocco
- Centre for Study and Research on Obesity, Department of Medical Biotechnology and Translational Medicine, University of Milan, 20129 Milan, Italy; (C.R.); (E.N.)
| | - Michele Carruba
- Centre for Study and Research on Obesity, Department of Medical Biotechnology and Translational Medicine, University of Milan, 20129 Milan, Italy; (C.R.); (E.N.)
| | - Gianluca Iacobellis
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Miami, Miami, FL 33136, USA;
| | - Enzo Nisoli
- Centre for Study and Research on Obesity, Department of Medical Biotechnology and Translational Medicine, University of Milan, 20129 Milan, Italy; (C.R.); (E.N.)
| | - Massimiliano Marco Corsi Romanelli
- Department of Biomedical Sciences for Health, University of Milan, 00133 Milan, Italy;
- Department of Clinical and Experimental Pathology, Istituto Auxologico Italiano IRCCS, 20100 Milan, Italy
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5
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Kenny G, O'Reilly S, Wrigley Kelly N, Negi R, Gaillard C, Alalwan D, Saini G, Alrawahneh T, Francois N, Angeliadis M, Garcia Leon AA, Tinago W, Feeney ER, Cotter AG, de Barra E, Yousif O, Horgan M, Doran P, Stemler J, Koehler P, Cox RJ, O'Shea D, Olesen OF, Landay A, Hogan AE, Lelievre JD, Gautier V, Cornely OA, Mallon PWG. Distinct receptor binding domain IgG thresholds predict protective host immunity across SARS-CoV-2 variants and time. Nat Commun 2023; 14:7015. [PMID: 37919289 PMCID: PMC10622572 DOI: 10.1038/s41467-023-42717-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 10/19/2023] [Indexed: 11/04/2023] Open
Abstract
SARS-CoV-2 neutralising antibodies provide protection against COVID-19. Evidence from early vaccine trials suggested binding antibody thresholds could serve as surrogate markers of neutralising capacity, but whether these thresholds predict sufficient neutralising capacity against variants of concern (VOCs), and whether this is impacted by vaccine or infection history remains unclear. Here we analyse individuals recovered from, vaccinated or with hybrid immunity against SARS-CoV-2. An NT50 ≥ 100 IU confers protection in vaccine trials, however, as VOC induce a reduction in NT50, we use NT50 ≥ 1000 IU as a cut off for WT NT50 that would retain neutralisation against VOC. In unvaccinated convalescent participants, a receptor binding domain (RBD) IgG of 456 BAU/mL predicts an NT50 against WT of 1000 IU with an accuracy of 80% (95%CI 73-86%). This threshold maintains accuracy in determining loss of protective immunity against VOC in two vaccinated cohorts. It predicts an NT50 < 100 IU against Beta with an accuracy of 80% (95%CI 67-89%) in 2 vaccine dose recipients. In booster vaccine recipients with a history of COVID-19 (hybrid immunity), accuracy is 87% (95%CI 77-94%) in determining an NT50 of <100 IU against BA.5. This analysis provides a discrete threshold that could be used in future clinical studies.
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Affiliation(s)
- Grace Kenny
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland.
| | - Sophie O'Reilly
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Neil Wrigley Kelly
- St Vincent's University Hospital, Elm Park, Dublin 4, Ireland
- Kathleen Lonsdale Institute for Human Health Research, Maynooth University, Maynooth, Co Kildare, Ireland
| | - Riya Negi
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Colette Gaillard
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Dana Alalwan
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Gurvin Saini
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Tamara Alrawahneh
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Nathan Francois
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Matthew Angeliadis
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Alejandro Abner Garcia Leon
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Willard Tinago
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Eoin R Feeney
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
- St Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Aoife G Cotter
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
- Department of Infectious Diseases, Mater Misericordiae University Hospital, Eccles St, Dublin 7, Ireland
| | - Eoghan de Barra
- Department of Infectious Diseases, Beaumont Hospital, Beaumont, Dublin 9, Ireland
- Department of International Health and Tropical Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Obada Yousif
- Endocrinology Department, Wexford General Hospital, Carricklawn, Wexford, Ireland
| | - Mary Horgan
- Department of Infectious Diseases, Cork University Hospital, Wilton, Co Cork, Ireland
| | - Peter Doran
- School of Medicine, University College Dublin, Belfield, Dublin 4, Ireland
| | - Jannik Stemler
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Internal Medicine and University of Cologne, Faculty of Medicine Institute of Translational Research, Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Cologne, Germany
- German Centre for Infection Research (DZIF), Partner Site Bonn-Cologne Department Cologne, Cologne, Germany
| | - Philipp Koehler
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Internal Medicine and University of Cologne, Faculty of Medicine Institute of Translational Research, Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Cologne, Germany
- German Centre for Infection Research (DZIF), Partner Site Bonn-Cologne Department Cologne, Cologne, Germany
| | - Rebecca Jane Cox
- Influenza Centre, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Donal O'Shea
- St Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Ole F Olesen
- European Vaccine Initiative, Heidelberg, Germany
| | - Alan Landay
- Department of internal Medicine, Rush University, Chicago, IL, USA
| | - Andrew E Hogan
- Kathleen Lonsdale Institute for Human Health Research, Maynooth University, Maynooth, Co Kildare, Ireland
- National Children's Research Centre, Dublin 12, Ireland
| | | | - Virginie Gautier
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
| | - Oliver A Cornely
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Internal Medicine and University of Cologne, Faculty of Medicine Institute of Translational Research, Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Cologne, Germany
- German Centre for Infection Research (DZIF), Partner Site Bonn-Cologne Department Cologne, Cologne, Germany
| | - Patrick W G Mallon
- Centre for Experimental Pathogen Host Research (CEPHR), University College Dublin, Belfield, Dublin 4, Ireland
- St Vincent's University Hospital, Elm Park, Dublin 4, Ireland
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