IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-52713-8.html
   My bibliography  Save this article

Deep longitudinal lower respiratory tract microbiome profiling reveals genome-resolved functional and evolutionary dynamics in critical illness

Author

Listed:
  • Minghui Cheng

    (Zhejiang University
    Zhejiang University School of Medicine)

  • Yingjie Xu

    (Central South University)

  • Xiao Cui

    (Haidian District)

  • Xin Wei

    (Zhejiang University)

  • Yundi Chang

    (Haidian District)

  • Jun Xu

    (Zhejiang University)

  • Cheng Lei

    (Central South University)

  • Lei Xue

    (Haidian District)

  • Yifan Zheng

    (Zhejiang University)

  • Zhang Wang

    (Guangzhou)

  • Lingtong Huang

    (Zhejiang University)

  • Min Zheng

    (Zhejiang University School of Medicine)

  • Hong Luo

    (Central South University)

  • Yuxin Leng

    (Haidian District)

  • Chao Jiang

    (Zhejiang University
    Zhejiang University School of Medicine
    Zhejiang University)

Abstract

The lower respiratory tract (LRT) microbiome impacts human health, especially among critically ill patients. However, comprehensive characterizations of the LRT microbiome remain challenging due to low microbial mass and host contamination. We develop a chelex100-based low-biomass microbial-enrichment method (CMEM) that enables deep metagenomic profiling of LRT samples to recover near-complete microbial genomes. We apply the method to 453 longitudinal LRT samples from 157 intensive care unit (ICU) patients in three geographically distant hospitals. We recover 120 high-quality metagenome-assembled genomes (MAGs) and associated plasmids without culturing. We detect divergent longitudinal microbiome dynamics and hospital-specific dominant opportunistic pathogens and resistomes in pneumonia patients. Diagnosed pneumonia and the ICU stay duration were associated with the abundance of specific antibiotic-resistance genes (ARGs). Moreover, CMEM can serve as a robust tool for genome-resolved analyses. MAG-based analyses reveal strain-specific resistome and virulome among opportunistic pathogen strains. Evolutionary analyses discover increased mobilome in prevailing opportunistic pathogens, highly conserved plasmids, and new recombination hotspots associated with conjugative elements and prophages. Integrative analysis with epidemiological data reveals frequent putative inter-patient strain transmissions in ICUs. In summary, we present a genome-resolved functional, transmission, and evolutionary landscape of the LRT microbiota in critically ill patients.

Suggested Citation

  • Minghui Cheng & Yingjie Xu & Xiao Cui & Xin Wei & Yundi Chang & Jun Xu & Cheng Lei & Lei Xue & Yifan Zheng & Zhang Wang & Lingtong Huang & Min Zheng & Hong Luo & Yuxin Leng & Chao Jiang, 2024. "Deep longitudinal lower respiratory tract microbiome profiling reveals genome-resolved functional and evolutionary dynamics in critical illness," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-52713-8
    DOI: 10.1038/s41467-024-52713-8
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-52713-8
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-52713-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Jason Lloyd-Price & Anup Mahurkar & Gholamali Rahnavard & Jonathan Crabtree & Joshua Orvis & A. Brantley Hall & Arthur Brady & Heather H. Creasy & Carrie McCracken & Michelle G. Giglio & Daniel McDona, 2017. "Erratum: Strains, functions and dynamics in the expanded Human Microbiome Project," Nature, Nature, vol. 551(7679), pages 256-256, November.
    2. Chirag Jain & Luis M. Rodriguez-R & Adam M. Phillippy & Konstantinos T. Konstantinidis & Srinivas Aluru, 2018. "High throughput ANI analysis of 90K prokaryotic genomes reveals clear species boundaries," Nature Communications, Nature, vol. 9(1), pages 1-8, December.
    3. Victoria T. Chu & Alexandra Tsitsiklis & Eran Mick & Lilliam Ambroggio & Katrina L. Kalantar & Abigail Glascock & Christina M. Osborne & Brandie D. Wagner & Michael A. Matthay & Joseph L. DeRisi & Car, 2024. "The antibiotic resistance reservoir of the lung microbiome expands with age in a population of critically ill patients," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    4. Jason Lloyd-Price & Anup Mahurkar & Gholamali Rahnavard & Jonathan Crabtree & Joshua Orvis & A. Brantley Hall & Arthur Brady & Heather H. Creasy & Carrie McCracken & Michelle G. Giglio & Daniel McDona, 2017. "Strains, functions and dynamics in the expanded Human Microbiome Project," Nature, Nature, vol. 550(7674), pages 61-66, October.
    5. Chrispin Chaguza & Madikay Senghore & Ebrima Bojang & Rebecca A. Gladstone & Stephanie W. Lo & Peggy-Estelle Tientcheu & Rowan E. Bancroft & Archibald Worwui & Ebenezer Foster-Nyarko & Fatima Ceesay &, 2020. "Within-host microevolution of Streptococcus pneumoniae is rapid and adaptive during natural colonisation," Nature Communications, Nature, vol. 11(1), pages 1-14, December.
    6. Tanita Wein & Nils F. Hülter & Itzhak Mizrahi & Tal Dagan, 2019. "Emergence of plasmid stability under non-selective conditions maintains antibiotic resistance," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
    7. Francesco Asnicar & Andrew Maltez Thomas & Francesco Beghini & Claudia Mengoni & Serena Manara & Paolo Manghi & Qiyun Zhu & Mattia Bolzan & Fabio Cumbo & Uyen May & Jon G. Sanders & Moreno Zolfo & Evg, 2020. "Precise phylogenetic analysis of microbial isolates and genomes from metagenomes using PhyloPhlAn 3.0," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kerstin Thriene & Karin B. Michels, 2023. "Human Gut Microbiota Plasticity throughout the Life Course," IJERPH, MDPI, vol. 20(2), pages 1-14, January.
    2. Louis J. Cohen & Sun M. Han & Pearson Lau & Daniela Guisado & Yupu Liang & Toshiki G. Nakashige & Thamina Ali & David Chiang & Adeeb Rahman & Sean F. Brady, 2022. "Unraveling function and diversity of bacterial lectins in the human microbiome," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    3. Yuanlin Wang & Yaqian Han & Chenhui Yang & Tiancheng Bai & Chenggang Zhang & Zhaotong Wang & Ye Sun & Ying Hu & Flemming Besenbacher & Chunying Chen & Miao Yu, 2024. "Long-term relapse-free survival enabled by integrating targeted antibacteria in antitumor treatment," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    4. Benjamin H. Good & Layton B. Rosenfeld, 2023. "Eco-evolutionary feedbacks in the human gut microbiome," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    5. Patrick A. Jonge & Koen Wortelboer & Torsten P. M. Scheithauer & Bert-Jan H. Born & Aeilko H. Zwinderman & Franklin L. Nobrega & Bas E. Dutilh & Max Nieuwdorp & Hilde Herrema, 2022. "Gut virome profiling identifies a widespread bacteriophage family associated with metabolic syndrome," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    6. Ying Liao & Yan-Xia Wu & Minzhong Tang & Yi-Wei Chen & Jin-Ru Xie & Yan Du & Tong-Min Wang & Yong-Qiao He & Wen-Qiong Xue & Xiao-Hui Zheng & Qiao-Yun Liu & Mei-Qi Zheng & Yi-Jing Jia & Xia-Ting Tong &, 2024. "Microbes translocation from oral cavity to nasopharyngeal carcinoma in patients," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    7. Yolanda Y. Huang & Morgan N. Price & Allison Hung & Omree Gal-Oz & Surya Tripathi & Christopher W. Smith & Davian Ho & Héloïse Carion & Adam M. Deutschbauer & Adam P. Arkin, 2024. "Barcoded overexpression screens in gut Bacteroidales identify genes with roles in carbon utilization and stress resistance," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    8. Soo Hwan Byun & Sunki Lee & Sung Hun Kang & Hyo Geun Choi & Seok Jin Hong, 2020. "Cross-Sectional Analysis of the Association between Periodontitis and Cardiovascular Disease Using the Korean Genome and Epidemiology Study Data," IJERPH, MDPI, vol. 17(14), pages 1-12, July.
    9. Sang Chul Park & Il-Ho Park & Joong Seob Lee & Sung Min Park & Sung Hun Kang & Seok-Min Hong & Soo-Hwan Byun & Yong Gi Jung & Seok Jin Hong, 2021. "Microbiome of Unilateral Chronic Rhinosinusitis: A Controlled Paired Analysis," IJERPH, MDPI, vol. 18(18), pages 1-16, September.
    10. Doris Vandeputte & Lindsey Commer & Raul Y. Tito & Gunter Kathagen & João Sabino & Séverine Vermeire & Karoline Faust & Jeroen Raes, 2021. "Temporal variability in quantitative human gut microbiome profiles and implications for clinical research," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    11. Shanlin Ke & Scott T. Weiss & Yang-Yu Liu, 2022. "Dissecting the role of the human microbiome in COVID-19 via metagenome-assembled genomes," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    12. Max E. Schön & Vasily V. Zlatogursky & Rohan P. Singh & Camille Poirier & Susanne Wilken & Varsha Mathur & Jürgen F. H. Strassert & Jarone Pinhassi & Alexandra Z. Worden & Patrick J. Keeling & Thijs J, 2021. "Single cell genomics reveals plastid-lacking Picozoa are close relatives of red algae," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    13. Cameron Martino & Livia S. Zaramela & Bei Gao & Mallory Embree & Janna Tarasova & Seth J. Parker & Yanhan Wang & Huikuan Chu & Peng Chen & Kuei-Chuan Lee & Daniela Domingos Galzerani & Jivani M. Genga, 2022. "Acetate reprograms gut microbiota during alcohol consumption," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    14. Haoyu Lang & Yuwen Liu & Huijuan Duan & Wenhao Zhang & Xiaosong Hu & Hao Zheng, 2023. "Identification of peptides from honeybee gut symbionts as potential antimicrobial agents against Melissococcus plutonius," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    15. Nenad Macesic & Jane Hawkey & Ben Vezina & Jessica A. Wisniewski & Hugh Cottingham & Luke V. Blakeway & Taylor Harshegyi & Katherine Pragastis & Gnei Zweena Badoordeen & Amanda Dennison & Denis W. Spe, 2023. "Genomic dissection of endemic carbapenem resistance reveals metallo-beta-lactamase dissemination through clonal, plasmid and integron transfer," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    16. Jean-Sebastien Gounot & Minghao Chia & Denis Bertrand & Woei-Yuh Saw & Aarthi Ravikrishnan & Adrian Low & Yichen Ding & Amanda Hui Qi Ng & Linda Wei Lin Tan & Yik-Ying Teo & Henning Seedorf & Niranjan, 2022. "Genome-centric analysis of short and long read metagenomes reveals uncharacterized microbiome diversity in Southeast Asians," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    17. Vincent Somerville & Nadine Thierer & Remo S. Schmidt & Alexandra Roetschi & Lauriane Braillard & Monika Haueter & Hélène Berthoud & Noam Shani & Ueli Ah & Florent Mazel & Philipp Engel, 2024. "Genomic and phenotypic imprints of microbial domestication on cheese starter cultures," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    18. Jordy Evan Sulaiman & Jaron Thompson & Yili Qian & Eugenio I. Vivas & Christian Diener & Sean M. Gibbons & Nasia Safdar & Ophelia S. Venturelli, 2024. "Elucidating human gut microbiota interactions that robustly inhibit diverse Clostridioides difficile strains across different nutrient landscapes," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    19. M. C. Rühlemann & C. Bang & J. F. Gogarten & B. M. Hermes & M. Groussin & S. Waschina & M. Poyet & M. Ulrich & C. Akoua-Koffi & T. Deschner & J. J. Muyembe-Tamfum & M. M. Robbins & M. Surbeck & R. M. , 2024. "Functional host-specific adaptation of the intestinal microbiome in hominids," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    20. Ruobing Wang & Anru Zhang & Shijun Sun & Guankun Yin & Xingyu Wu & Qi Ding & Qi Wang & Fengning Chen & Shuyi Wang & Lucy Dorp & Yawei Zhang & Longyang Jin & Xiaojuan Wang & Francois Balloux & Hui Wang, 2024. "Increase in antioxidant capacity associated with the successful subclone of hypervirulent carbapenem-resistant Klebsiella pneumoniae ST11-KL64," Nature Communications, Nature, vol. 15(1), pages 1-14, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-52713-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.