Integrative microbiomics in bronchiectasis exacerbations

Bronchiectasis, a progressive chronic airway disease, is characterized by microbial colonization and infection. We present an approach to the multi-biome that integrates bacterial, viral and fungal communities in bronchiectasis through weighted similarity network fusion ( https://integrative-microbi...

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Main Authors: Mac Aogáin, Micheál, Narayana, Jayanth Kumar, Tiew, Pei Yee, Nur A'tikah Mohamed Ali, Yong, Valerie Fei Lee, Jaggi, Tavleen K., Lim, Albert Yick Hou, Keir, Holly R., Dicker, Alison J., Thng, Kai Xian, Tsang, Akina, Ivan, Fransiskus Xaverius, Poh, Mau Ern, Oriano, Martina, Aliberti, Stefano, Blasi, Francesco, Low, Teck Boon, Ong, Thun How, Oliver, Brian, Giam, Yan Hui, Tee, Augustine, Koh, Mariko Siyue, Abisheganaden, John Arputhan, Tsaneva-Atanasova, Krasimira, Chalmers, James D., Chotirmall, Sanjay Haresh
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/160494
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1604942022-07-25T07:24:07Z Integrative microbiomics in bronchiectasis exacerbations Mac Aogáin, Micheál Narayana, Jayanth Kumar Tiew, Pei Yee Nur A'tikah Mohamed Ali Yong, Valerie Fei Lee Jaggi, Tavleen K. Lim, Albert Yick Hou Keir, Holly R. Dicker, Alison J. Thng, Kai Xian Tsang, Akina Ivan, Fransiskus Xaverius Poh, Mau Ern Oriano, Martina Aliberti, Stefano Blasi, Francesco Low, Teck Boon Ong, Thun How Oliver, Brian Giam, Yan Hui Tee, Augustine Koh, Mariko Siyue Abisheganaden, John Arputhan Tsaneva-Atanasova, Krasimira Chalmers, James D. Chotirmall, Sanjay Haresh Lee Kong Chian School of Medicine (LKCMedicine) Singapore General Hospital Science::Medicine Impact Sputum Bronchiectasis, a progressive chronic airway disease, is characterized by microbial colonization and infection. We present an approach to the multi-biome that integrates bacterial, viral and fungal communities in bronchiectasis through weighted similarity network fusion ( https://integrative-microbiomics.ntu.edu.sg ). Patients at greatest risk of exacerbation have less complex microbial co-occurrence networks, reduced diversity and a higher degree of antagonistic interactions in their airway microbiome. Furthermore, longitudinal interactome dynamics reveals microbial antagonism during exacerbation, which resolves following treatment in an otherwise stable multi-biome. Assessment of the Pseudomonas interactome shows that interaction networks, rather than abundance alone, are associated with exacerbation risk, and that incorporation of microbial interaction data improves clinical prediction models. Shotgun metagenomic sequencing of an independent cohort validated the multi-biome interactions detected in targeted analysis and confirmed the association with exacerbation. Integrative microbiomics captures microbial interactions to determine exacerbation risk, which cannot be appreciated by the study of a single microbial group. Antibiotic strategies probably target the interaction networks rather than individual microbes, providing a fresh approach to the understanding of respiratory infection. Ministry of Health (MOH) Nanyang Technological University This research is supported by the Singapore Ministry of Health's National Medical Research Council under its Transition Award (NMRC/TA/0048/2016 to S.H.C.); the Clinician-Scientist Individual Research Grant (MOH-000141 to S.H.C.); NTU Integrated Medical, Biological and Environmental Life Sciences (NIMBELS) (NIM/03/2018 to S.H.C.); the British Lung Foundation through the GSK/British Lung Foundation Chair of Respiratory Research (to J.D.C.) and the Scottish Government Chief Scientist Office (SCAF/17/03). K.T.-A. gratefully acknowledges the financial support of the EPSRC via grant EP/N014391/1. 2022-07-25T07:24:07Z 2022-07-25T07:24:07Z 2021 Journal Article Mac Aogáin, M., Narayana, J. K., Tiew, P. Y., Nur A'tikah Mohamed Ali, Yong, V. F. L., Jaggi, T. K., Lim, A. Y. H., Keir, H. R., Dicker, A. J., Thng, K. X., Tsang, A., Ivan, F. X., Poh, M. E., Oriano, M., Aliberti, S., Blasi, F., Low, T. B., Ong, T. H., Oliver, B., ...Chotirmall, S. H. (2021). Integrative microbiomics in bronchiectasis exacerbations. Nature Medicine, 27(4), 688-699. https://dx.doi.org/10.1038/s41591-021-01289-7 1078-8956 https://hdl.handle.net/10356/160494 10.1038/s41591-021-01289-7 33820995 2-s2.0-85103627344 4 27 688 699 en NMRC/TA/0048/2016 MOH-000141 NIM/03/2018 Nature Medicine © 2021 The Author(s), under exclusive licence to Springer Nature America, Inc. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Medicine
Impact
Sputum
spellingShingle Science::Medicine
Impact
Sputum
Mac Aogáin, Micheál
Narayana, Jayanth Kumar
Tiew, Pei Yee
Nur A'tikah Mohamed Ali
Yong, Valerie Fei Lee
Jaggi, Tavleen K.
Lim, Albert Yick Hou
Keir, Holly R.
Dicker, Alison J.
Thng, Kai Xian
Tsang, Akina
Ivan, Fransiskus Xaverius
Poh, Mau Ern
Oriano, Martina
Aliberti, Stefano
Blasi, Francesco
Low, Teck Boon
Ong, Thun How
Oliver, Brian
Giam, Yan Hui
Tee, Augustine
Koh, Mariko Siyue
Abisheganaden, John Arputhan
Tsaneva-Atanasova, Krasimira
Chalmers, James D.
Chotirmall, Sanjay Haresh
Integrative microbiomics in bronchiectasis exacerbations
description Bronchiectasis, a progressive chronic airway disease, is characterized by microbial colonization and infection. We present an approach to the multi-biome that integrates bacterial, viral and fungal communities in bronchiectasis through weighted similarity network fusion ( https://integrative-microbiomics.ntu.edu.sg ). Patients at greatest risk of exacerbation have less complex microbial co-occurrence networks, reduced diversity and a higher degree of antagonistic interactions in their airway microbiome. Furthermore, longitudinal interactome dynamics reveals microbial antagonism during exacerbation, which resolves following treatment in an otherwise stable multi-biome. Assessment of the Pseudomonas interactome shows that interaction networks, rather than abundance alone, are associated with exacerbation risk, and that incorporation of microbial interaction data improves clinical prediction models. Shotgun metagenomic sequencing of an independent cohort validated the multi-biome interactions detected in targeted analysis and confirmed the association with exacerbation. Integrative microbiomics captures microbial interactions to determine exacerbation risk, which cannot be appreciated by the study of a single microbial group. Antibiotic strategies probably target the interaction networks rather than individual microbes, providing a fresh approach to the understanding of respiratory infection.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Mac Aogáin, Micheál
Narayana, Jayanth Kumar
Tiew, Pei Yee
Nur A'tikah Mohamed Ali
Yong, Valerie Fei Lee
Jaggi, Tavleen K.
Lim, Albert Yick Hou
Keir, Holly R.
Dicker, Alison J.
Thng, Kai Xian
Tsang, Akina
Ivan, Fransiskus Xaverius
Poh, Mau Ern
Oriano, Martina
Aliberti, Stefano
Blasi, Francesco
Low, Teck Boon
Ong, Thun How
Oliver, Brian
Giam, Yan Hui
Tee, Augustine
Koh, Mariko Siyue
Abisheganaden, John Arputhan
Tsaneva-Atanasova, Krasimira
Chalmers, James D.
Chotirmall, Sanjay Haresh
format Article
author Mac Aogáin, Micheál
Narayana, Jayanth Kumar
Tiew, Pei Yee
Nur A'tikah Mohamed Ali
Yong, Valerie Fei Lee
Jaggi, Tavleen K.
Lim, Albert Yick Hou
Keir, Holly R.
Dicker, Alison J.
Thng, Kai Xian
Tsang, Akina
Ivan, Fransiskus Xaverius
Poh, Mau Ern
Oriano, Martina
Aliberti, Stefano
Blasi, Francesco
Low, Teck Boon
Ong, Thun How
Oliver, Brian
Giam, Yan Hui
Tee, Augustine
Koh, Mariko Siyue
Abisheganaden, John Arputhan
Tsaneva-Atanasova, Krasimira
Chalmers, James D.
Chotirmall, Sanjay Haresh
author_sort Mac Aogáin, Micheál
title Integrative microbiomics in bronchiectasis exacerbations
title_short Integrative microbiomics in bronchiectasis exacerbations
title_full Integrative microbiomics in bronchiectasis exacerbations
title_fullStr Integrative microbiomics in bronchiectasis exacerbations
title_full_unstemmed Integrative microbiomics in bronchiectasis exacerbations
title_sort integrative microbiomics in bronchiectasis exacerbations
publishDate 2022
url https://hdl.handle.net/10356/160494
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