Cargando…

The gut microbiota and metabolome are associated with diminished COVID-19 vaccine-induced antibody responses in immunosuppressed inflammatory bowel disease patients

BACKGROUND: Patients with inflammatory bowel disease (IBD) treated with anti-TNF therapy exhibit attenuated humoral immune responses to vaccination against SARS-CoV-2. The gut microbiota and its functional metabolic output, which are perturbed in IBD, play an important role in shaping host immune re...

Descripción completa

Detalles Bibliográficos
Autores principales: Alexander, James L., Mullish, Benjamin H., Danckert, Nathan P., Liu, Zhigang, Olbei, Marton L., Saifuddin, Aamir, Torkizadeh, Melissa, Ibraheim, Hajir, Blanco, Jesús Miguéns, Roberts, Lauren A., Bewshea, Claire M., Nice, Rachel, Lin, Simeng, Prabhudev, Hemanth, Sands, Caroline, Horneffer-van der Sluis, Verena, Lewis, Matthew, Sebastian, Shaji, Lees, Charlie W., Teare, Julian P., Hart, Ailsa, Goodhand, James R., Kennedy, Nicholas A., Korcsmaros, Tamas, Marchesi, Julian R., Ahmad, Tariq, Powell, Nick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831064/
https://www.ncbi.nlm.nih.gov/pubmed/36634565
http://dx.doi.org/10.1016/j.ebiom.2022.104430
_version_ 1784867793244520448
author Alexander, James L.
Mullish, Benjamin H.
Danckert, Nathan P.
Liu, Zhigang
Olbei, Marton L.
Saifuddin, Aamir
Torkizadeh, Melissa
Ibraheim, Hajir
Blanco, Jesús Miguéns
Roberts, Lauren A.
Bewshea, Claire M.
Nice, Rachel
Lin, Simeng
Prabhudev, Hemanth
Sands, Caroline
Horneffer-van der Sluis, Verena
Lewis, Matthew
Sebastian, Shaji
Lees, Charlie W.
Teare, Julian P.
Hart, Ailsa
Goodhand, James R.
Kennedy, Nicholas A.
Korcsmaros, Tamas
Marchesi, Julian R.
Ahmad, Tariq
Powell, Nick
author_facet Alexander, James L.
Mullish, Benjamin H.
Danckert, Nathan P.
Liu, Zhigang
Olbei, Marton L.
Saifuddin, Aamir
Torkizadeh, Melissa
Ibraheim, Hajir
Blanco, Jesús Miguéns
Roberts, Lauren A.
Bewshea, Claire M.
Nice, Rachel
Lin, Simeng
Prabhudev, Hemanth
Sands, Caroline
Horneffer-van der Sluis, Verena
Lewis, Matthew
Sebastian, Shaji
Lees, Charlie W.
Teare, Julian P.
Hart, Ailsa
Goodhand, James R.
Kennedy, Nicholas A.
Korcsmaros, Tamas
Marchesi, Julian R.
Ahmad, Tariq
Powell, Nick
author_sort Alexander, James L.
collection PubMed
description BACKGROUND: Patients with inflammatory bowel disease (IBD) treated with anti-TNF therapy exhibit attenuated humoral immune responses to vaccination against SARS-CoV-2. The gut microbiota and its functional metabolic output, which are perturbed in IBD, play an important role in shaping host immune responses. We explored whether the gut microbiota and metabolome could explain variation in anti-SARS-CoV-2 vaccination responses in immunosuppressed IBD patients. METHODS: Faecal and serum samples were prospectively collected from infliximab-treated patients with IBD in the CLARITY-IBD study undergoing vaccination against SARS-CoV-2. Antibody responses were measured following two doses of either ChAdOx1 nCoV-19 or BNT162b2 vaccine. Patients were classified as having responses above or below the geometric mean of the wider CLARITY-IBD cohort. 16S rRNA gene amplicon sequencing, nuclear magnetic resonance (NMR) spectroscopy and bile acid profiling with ultra-high-performance liquid chromatography mass spectrometry (UHPLC-MS) were performed on faecal samples. Univariate, multivariable and correlation analyses were performed to determine gut microbial and metabolomic predictors of response to vaccination. FINDINGS: Forty-three infliximab-treated patients with IBD were recruited (30 Crohn's disease, 12 ulcerative colitis, 1 IBD-unclassified; 26 with concomitant thiopurine therapy). Eight patients had evidence of prior SARS-CoV-2 infection. Seventeen patients (39.5%) had a serological response below the geometric mean. Gut microbiota diversity was lower in below average responders (p = 0.037). Bilophila abundance was associated with better serological response, while Streptococcus was associated with poorer response. The faecal metabolome was distinct between above and below average responders (OPLS-DA R(2)X 0.25, R(2)Y 0.26, Q(2) 0.15; CV-ANOVA p = 0.038). Trimethylamine, isobutyrate and omega-muricholic acid were associated with better response, while succinate, phenylalanine, taurolithocholate and taurodeoxycholate were associated with poorer response. INTERPRETATION: Our data suggest that there is an association between the gut microbiota and variable serological response to vaccination against SARS-CoV-2 in immunocompromised patients. Microbial metabolites including trimethylamine may be important in mitigating anti-TNF-induced attenuation of the immune response. FUNDING: JLA is the recipient of an NIHR Academic Clinical Lectureship (CL-2019-21-502), funded by 10.13039/501100000761Imperial College London and The Joyce and Norman Freed Charitable Trust. BHM is the recipient of an NIHR Academic Clinical Lectureship (CL-2019-21-002). The Division of Digestive Diseases at Imperial College London receives financial and infrastructure support from the 10.13039/100014461NIHR Imperial Biomedical Research Centre (BRC) based at 10.13039/501100000762Imperial College Healthcare NHS Trust and 10.13039/501100000761Imperial College London. Metabolomics studies were performed at the MRC-NIHR National Phenome Centre at Imperial College London; this work was supported by the 10.13039/501100000265Medical Research Council (MRC), the 10.13039/100014461National Institute of Health Research (NIHR) (grant number MC_PC_12025) and infrastructure support was provided by the NIHR Imperial Biomedical Research Centre (BRC). The NIHR Exeter Clinical Research Facility is a partnership between the University of Exeter Medical School College of Medicine and Health, and Royal Devon and Exeter NHS Foundation Trust. This project is supported by the National Institute for Health Research (NIHR) Exeter Clinical Research Facility. The views expressed are those of the authors and not necessarily those of the NIHR or the UK Department of Health and Social Care.
format Online
Article
Text
id pubmed-9831064
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-98310642023-01-10 The gut microbiota and metabolome are associated with diminished COVID-19 vaccine-induced antibody responses in immunosuppressed inflammatory bowel disease patients Alexander, James L. Mullish, Benjamin H. Danckert, Nathan P. Liu, Zhigang Olbei, Marton L. Saifuddin, Aamir Torkizadeh, Melissa Ibraheim, Hajir Blanco, Jesús Miguéns Roberts, Lauren A. Bewshea, Claire M. Nice, Rachel Lin, Simeng Prabhudev, Hemanth Sands, Caroline Horneffer-van der Sluis, Verena Lewis, Matthew Sebastian, Shaji Lees, Charlie W. Teare, Julian P. Hart, Ailsa Goodhand, James R. Kennedy, Nicholas A. Korcsmaros, Tamas Marchesi, Julian R. Ahmad, Tariq Powell, Nick eBioMedicine Articles BACKGROUND: Patients with inflammatory bowel disease (IBD) treated with anti-TNF therapy exhibit attenuated humoral immune responses to vaccination against SARS-CoV-2. The gut microbiota and its functional metabolic output, which are perturbed in IBD, play an important role in shaping host immune responses. We explored whether the gut microbiota and metabolome could explain variation in anti-SARS-CoV-2 vaccination responses in immunosuppressed IBD patients. METHODS: Faecal and serum samples were prospectively collected from infliximab-treated patients with IBD in the CLARITY-IBD study undergoing vaccination against SARS-CoV-2. Antibody responses were measured following two doses of either ChAdOx1 nCoV-19 or BNT162b2 vaccine. Patients were classified as having responses above or below the geometric mean of the wider CLARITY-IBD cohort. 16S rRNA gene amplicon sequencing, nuclear magnetic resonance (NMR) spectroscopy and bile acid profiling with ultra-high-performance liquid chromatography mass spectrometry (UHPLC-MS) were performed on faecal samples. Univariate, multivariable and correlation analyses were performed to determine gut microbial and metabolomic predictors of response to vaccination. FINDINGS: Forty-three infliximab-treated patients with IBD were recruited (30 Crohn's disease, 12 ulcerative colitis, 1 IBD-unclassified; 26 with concomitant thiopurine therapy). Eight patients had evidence of prior SARS-CoV-2 infection. Seventeen patients (39.5%) had a serological response below the geometric mean. Gut microbiota diversity was lower in below average responders (p = 0.037). Bilophila abundance was associated with better serological response, while Streptococcus was associated with poorer response. The faecal metabolome was distinct between above and below average responders (OPLS-DA R(2)X 0.25, R(2)Y 0.26, Q(2) 0.15; CV-ANOVA p = 0.038). Trimethylamine, isobutyrate and omega-muricholic acid were associated with better response, while succinate, phenylalanine, taurolithocholate and taurodeoxycholate were associated with poorer response. INTERPRETATION: Our data suggest that there is an association between the gut microbiota and variable serological response to vaccination against SARS-CoV-2 in immunocompromised patients. Microbial metabolites including trimethylamine may be important in mitigating anti-TNF-induced attenuation of the immune response. FUNDING: JLA is the recipient of an NIHR Academic Clinical Lectureship (CL-2019-21-502), funded by 10.13039/501100000761Imperial College London and The Joyce and Norman Freed Charitable Trust. BHM is the recipient of an NIHR Academic Clinical Lectureship (CL-2019-21-002). The Division of Digestive Diseases at Imperial College London receives financial and infrastructure support from the 10.13039/100014461NIHR Imperial Biomedical Research Centre (BRC) based at 10.13039/501100000762Imperial College Healthcare NHS Trust and 10.13039/501100000761Imperial College London. Metabolomics studies were performed at the MRC-NIHR National Phenome Centre at Imperial College London; this work was supported by the 10.13039/501100000265Medical Research Council (MRC), the 10.13039/100014461National Institute of Health Research (NIHR) (grant number MC_PC_12025) and infrastructure support was provided by the NIHR Imperial Biomedical Research Centre (BRC). The NIHR Exeter Clinical Research Facility is a partnership between the University of Exeter Medical School College of Medicine and Health, and Royal Devon and Exeter NHS Foundation Trust. This project is supported by the National Institute for Health Research (NIHR) Exeter Clinical Research Facility. The views expressed are those of the authors and not necessarily those of the NIHR or the UK Department of Health and Social Care. Elsevier 2023-01-10 /pmc/articles/PMC9831064/ /pubmed/36634565 http://dx.doi.org/10.1016/j.ebiom.2022.104430 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Articles
Alexander, James L.
Mullish, Benjamin H.
Danckert, Nathan P.
Liu, Zhigang
Olbei, Marton L.
Saifuddin, Aamir
Torkizadeh, Melissa
Ibraheim, Hajir
Blanco, Jesús Miguéns
Roberts, Lauren A.
Bewshea, Claire M.
Nice, Rachel
Lin, Simeng
Prabhudev, Hemanth
Sands, Caroline
Horneffer-van der Sluis, Verena
Lewis, Matthew
Sebastian, Shaji
Lees, Charlie W.
Teare, Julian P.
Hart, Ailsa
Goodhand, James R.
Kennedy, Nicholas A.
Korcsmaros, Tamas
Marchesi, Julian R.
Ahmad, Tariq
Powell, Nick
The gut microbiota and metabolome are associated with diminished COVID-19 vaccine-induced antibody responses in immunosuppressed inflammatory bowel disease patients
title The gut microbiota and metabolome are associated with diminished COVID-19 vaccine-induced antibody responses in immunosuppressed inflammatory bowel disease patients
title_full The gut microbiota and metabolome are associated with diminished COVID-19 vaccine-induced antibody responses in immunosuppressed inflammatory bowel disease patients
title_fullStr The gut microbiota and metabolome are associated with diminished COVID-19 vaccine-induced antibody responses in immunosuppressed inflammatory bowel disease patients
title_full_unstemmed The gut microbiota and metabolome are associated with diminished COVID-19 vaccine-induced antibody responses in immunosuppressed inflammatory bowel disease patients
title_short The gut microbiota and metabolome are associated with diminished COVID-19 vaccine-induced antibody responses in immunosuppressed inflammatory bowel disease patients
title_sort gut microbiota and metabolome are associated with diminished covid-19 vaccine-induced antibody responses in immunosuppressed inflammatory bowel disease patients
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831064/
https://www.ncbi.nlm.nih.gov/pubmed/36634565
http://dx.doi.org/10.1016/j.ebiom.2022.104430
work_keys_str_mv AT alexanderjamesl thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT mullishbenjaminh thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT danckertnathanp thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT liuzhigang thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT olbeimartonl thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT saifuddinaamir thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT torkizadehmelissa thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT ibraheimhajir thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT blancojesusmiguens thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT robertslaurena thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT bewsheaclairem thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT nicerachel thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT linsimeng thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT prabhudevhemanth thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT sandscaroline thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT horneffervandersluisverena thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT lewismatthew thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT sebastianshaji thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT leescharliew thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT tearejulianp thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT hartailsa thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT goodhandjamesr thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT kennedynicholasa thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT korcsmarostamas thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT marchesijulianr thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT ahmadtariq thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT powellnick thegutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT alexanderjamesl gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT mullishbenjaminh gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT danckertnathanp gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT liuzhigang gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT olbeimartonl gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT saifuddinaamir gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT torkizadehmelissa gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT ibraheimhajir gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT blancojesusmiguens gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT robertslaurena gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT bewsheaclairem gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT nicerachel gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT linsimeng gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT prabhudevhemanth gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT sandscaroline gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT horneffervandersluisverena gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT lewismatthew gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT sebastianshaji gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT leescharliew gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT tearejulianp gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT hartailsa gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT goodhandjamesr gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT kennedynicholasa gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT korcsmarostamas gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT marchesijulianr gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT ahmadtariq gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients
AT powellnick gutmicrobiotaandmetabolomeareassociatedwithdiminishedcovid19vaccineinducedantibodyresponsesinimmunosuppressedinflammatoryboweldiseasepatients