Persistence of salivary antibody responses after COVID-19 vaccination is associated with oral microbiome variation in both healthy and people living with HIV

被引:4
作者
Ghorbani, Mahin [1 ]
Al-Manei, Khaled [1 ,2 ]
Naud, Sabrina [1 ]
Healy, Katie [1 ,3 ]
Gabarrini, Giorgio [1 ]
Sobkowiak, Michal Jacek [1 ]
Chen, Puran [4 ]
Ray, Shilpa [3 ]
Akber, Mira [4 ]
Muschiol, Sandra [5 ]
Bogdanovic, Gordana [5 ]
Bergman, Peter [3 ,6 ]
Ljungman, Per [4 ,7 ]
Buggert, Marcus [4 ]
Ljunggren, Hans-Gustaf [4 ]
Pin, Elisa [8 ]
Nowak, Piotr [4 ,9 ]
Aleman, Soo [4 ,9 ]
Saellberg Chen, Margaret [1 ]
机构
[1] Karolinska Inst, Dept Dent Med, Huddinge, Sweden
[2] King Saud Univ, Coll Dent, Dept Restorat Dent Sci, Riyadh, Saudi Arabia
[3] Karolinska Inst, Dept Lab Med, Huddinge, Sweden
[4] Karolinska Inst, Dept Med, Huddinge, Sweden
[5] Karolinska Univ Hosp, Dept Clin Microbiol, Stockholm, Sweden
[6] Karolinska Univ Hosp, Dept Clin Immunol & Transfus Med, Huddinge, Sweden
[7] Karolinska Univ Hosp, Karolinska Comprehens Canc Ctr, Dept Cellular Therapy & Allogene Stem Cell Transpl, Huddinge, Sweden
[8] KTH Royal Inst Technol, Dept Prot Sci, SciLifeLab, Stockholm, Sweden
[9] Karolinska Univ Hosp, Dept Infect Dis, Huddinge, Sweden
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 13卷
基金
瑞典研究理事会;
关键词
Oral microbiome; mRNA vaccination; saliva; SARS-CoV-2; campylobacter; leptotrichia; gemella; granulicatella; IGG; PERIODONTITIS; SARS-COV-2; DYSBIOSIS;
D O I
10.3389/fimmu.2022.1079995
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Coevolution of microbiome and immunity at mucosal sites is essential for our health. Whether the oral microbiome, the second largest community after the gut, contributes to the immunogenicity of COVID-19 vaccines is not known. We investigated the baseline oral microbiome in individuals in the COVAXID clinical trial receiving the BNT162b2 mRNA vaccine. Participants (n=115) included healthy controls (HC; n=57) and people living with HIV (PLHIV; n=58) who met the study selection criteria. Vaccine-induced Spike antibodies in saliva and serum from 0 to 6 months were assessed and comparative analyses were performed against the individual salivary 16S ASV microbiome diversity. High- versus low vaccine responders were assessed on general, immunological, and oral microbiome features. Our analyses identified oral microbiome features enriched in high- vs. low-responders among healthy and PLHIV participants. In low-responders, an enrichment of Gram-negative, anaerobic species with proteolytic activity were found including Campylobacter, Butyrivibrio, Selenomonas, Lachnoanaerobaculum, Leptotrichia, Megasphaera, Prevotella and Stomatobaculum. In high-responders, enriched species were mainly Gram-positive and saccharolytic facultative anaerobes: Abiotrophia, Corynebacterium, Gemella, Granulicatella, Rothia, and Haemophilus. Combining identified microbial features in a classifier using the area under the receiver operating characteristic curve (ROC AUC) yielded scores of 0.879 (healthy controls) to 0.82 (PLHIV), supporting the oral microbiome contribution in the long-term vaccination outcome. The present study is the first to suggest that the oral microbiome has an impact on the durability of mucosal immunity after Covid-19 vaccination. Microbiome-targeted interventions to enhance long-term duration of mucosal vaccine immunity may be exploited.
引用
收藏
页数:11
相关论文
共 30 条
  • [11] Inflammation-type dysbiosis of the oral microbiome associates with the duration of COVID-19 symptoms and long COVID
    Haran, John P.
    Bradley, Evan
    Zeamer, Abigail L.
    Cincotta, Lindsey
    Salive, Marie-Claire
    Dutta, Protiva
    Mutaawe, Shafik
    Anya, Otuwe
    Meza-Segura, Mario
    Moormann, Ann M.
    Ward, Doyle, V
    McCormick, Beth A.
    Bucci, Vanni
    [J]. JCI INSIGHT, 2021, 6 (20)
  • [12] Salivary IgG to SARS-CoV-2 indicates seroconversion and correlates to serum neutralization in mRNA-vaccinated immunocompromised individuals
    Healy, Katie
    Pin, Elisa
    Chen, Puran
    Soderdahl, Gunnar
    Nowak, Piotr
    Mielke, Stephan
    Hansson, Lotta
    Bergman, Peter
    Smith, C. I. Edvard
    Ljungman, Per
    Valentini, Davide
    Blennow, Ola
    Osterborg, Anders
    Gabarrini, Giorgio
    Al-Manei, Khaled
    Alkharaan, Hassan
    Sobkowiak, Michal Jacek
    Yousef, Jamil
    Mravinacova, Sara
    Cuapio, Angelica
    Xu, Xinling
    Akber, Mira
    Lore, Karin
    Hellstrom, Cecilia
    Muschiol, Sandra
    Bogdanovic, Gordana
    Buggert, Marcus
    Ljunggren, Hans-Gustaf
    Hober, Sophia
    Nilsson, Peter
    Aleman, Soo
    Chen, Margaret Sallberg
    [J]. MED, 2022, 3 (02): : 137 - +
  • [13] Quantitative Measurement of Anti-SARS-CoV-2 Antibodies: Analytical and Clinical Evaluation
    Higgins, Victoria
    Fabros, Anselmo
    Kulasingam, Vathany
    [J]. JOURNAL OF CLINICAL MICROBIOLOGY, 2021, 59 (04)
  • [14] Interactions Between the Microbiota and the Immune System
    Hooper, Lora V.
    Littman, Dan R.
    Macpherson, Andrew J.
    [J]. SCIENCE, 2012, 336 (6086) : 1268 - 1273
  • [15] SARS-CoV-2 infection of the oral cavity and saliva
    Huang, Ni
    Perez, Paola
    Kato, Takafumi
    Mikami, Yu
    Okuda, Kenichi
    Gilmore, Rodney C.
    Conde, Cecilia Dominguez
    Gasmi, Billel
    Stein, Sydney
    Beach, Margaret
    Pelayo, Eileen
    Maldonado, Jose O.
    Lafont, Bernard A.
    Jang, Shyh-Ing
    Nasir, Nadia
    Padilla, Ricardo J.
    Murrah, Valerie A.
    Maile, Robert
    Lovell, William
    Wallet, Shannon M.
    Bowman, Natalie M.
    Meinig, Suzanne L.
    Wolfgang, Matthew C.
    Choudhury, Saibyasachi N.
    Novotny, Mark
    Aevermann, Brian D.
    Scheuermann, Richard H.
    Cannon, Gabrielle
    Anderson, Carlton W.
    Lee, Rhianna E.
    Marchesan, Julie T.
    Bush, Mandy
    Freire, Marcelo
    Kimple, Adam J.
    Herr, Daniel L.
    Rabin, Joseph
    Grazioli, Alison
    Das, Sanchita
    French, Benjamin N.
    Pranzatelli, Thomas
    Chiorini, John A.
    Kleiner, David E.
    Pittaluga, Stefania
    Hewitt, Stephen M.
    Burbelo, Peter D.
    Chertow, Daniel
    Frank, Karen
    Lee, Janice
    Boucher, Richard C.
    Teichmann, Sarah A.
    [J]. NATURE MEDICINE, 2021, 27 (05) : 892 - +
  • [16] Microbial signatures of oral dysbiosis, periodontitis and edentulism revealed by Gene Meter methodology
    Hunter, M. Colby
    Pozhitkov, Alex E.
    Noble, Peter A.
    [J]. JOURNAL OF MICROBIOLOGICAL METHODS, 2016, 131 : 85 - 101
  • [17] The Role of Oral Pathobionts in Dysbiosis during Periodontitis Development
    Jiao, Y.
    Hasegawa, M.
    Inohara, N.
    [J]. JOURNAL OF DENTAL RESEARCH, 2014, 93 (06) : 539 - 546
  • [18] Acquisition and establishment of the oral microbiota
    Kaan, A. M.
    Kahharova, Dono
    Zaura, Egija
    [J]. PERIODONTOLOGY 2000, 2021, 86 (01) : 123 - 141
  • [19] Periodontal diseases
    Kinane, Denis F.
    Stathopoulou, Panagiota G.
    Papapanou, Panos N.
    [J]. NATURE REVIEWS DISEASE PRIMERS, 2017, 3
  • [20] Waning Immune Humoral Response to BNT162b2 Covid-19 Vaccine over 6 Months
    Levin, Einav G.
    Lustig, Yaniv
    Cohen, Carmit
    Fluss, Ronen
    Indenbaum, Victoria
    Amit, Sharon
    Doolman, Ram
    Asraf, Keren
    Mendelson, Ella
    Ziv, Arnona
    Rubin, Carmit
    Freedman, Laurence
    Kreiss, Yitshak
    Regev-Yochay, Gili
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2021, 385 (24) : E84 - E84