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Microbial Tracking-2, a metagenomics analysis of bacteria and fungi onboard the International Space Station

BACKGROUND: The International Space Station (ISS) is a unique and complex built environment with the ISS surface microbiome originating from crew and cargo or from life support recirculation in an almost entirely closed system. The Microbial Tracking 1 (MT-1) project was the first ISS environmental...

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Autores principales: Urbaniak, Camilla, Morrison, Michael D., Thissen, James B., Karouia, Fathi, Smith, David J., Mehta, Satish, Jaing, Crystal, Venkateswaran, Kasthuri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9241228/
https://www.ncbi.nlm.nih.gov/pubmed/35765106
http://dx.doi.org/10.1186/s40168-022-01293-0
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author Urbaniak, Camilla
Morrison, Michael D.
Thissen, James B.
Karouia, Fathi
Smith, David J.
Mehta, Satish
Jaing, Crystal
Venkateswaran, Kasthuri
author_facet Urbaniak, Camilla
Morrison, Michael D.
Thissen, James B.
Karouia, Fathi
Smith, David J.
Mehta, Satish
Jaing, Crystal
Venkateswaran, Kasthuri
author_sort Urbaniak, Camilla
collection PubMed
description BACKGROUND: The International Space Station (ISS) is a unique and complex built environment with the ISS surface microbiome originating from crew and cargo or from life support recirculation in an almost entirely closed system. The Microbial Tracking 1 (MT-1) project was the first ISS environmental surface study to report on the metagenome profiles without using whole-genome amplification. The study surveyed the microbial communities from eight surfaces over a 14-month period. The Microbial Tracking 2 (MT-2) project aimed to continue the work of MT-1, sampling an additional four flights from the same locations, over another 14 months. METHODS: Eight surfaces across the ISS were sampled with sterile wipes and processed upon return to Earth. DNA extracted from the processed samples (and controls) were treated with propidium monoazide (PMA) to detect intact/viable cells or left untreated and to detect the total DNA population (free DNA/compromised cells/intact cells/viable cells). DNA extracted from PMA-treated and untreated samples were analyzed using shotgun metagenomics. Samples were cultured for bacteria and fungi to supplement the above results. RESULTS: Staphylococcus sp. and Malassezia sp. were the most represented bacterial and fungal species, respectively, on the ISS. Overall, the ISS surface microbiome was dominated by organisms associated with the human skin. Multi-dimensional scaling and differential abundance analysis showed significant temporal changes in the microbial population but no spatial differences. The ISS antimicrobial resistance gene profiles were however more stable over time, with no differences over the 5-year span of the MT-1 and MT-2 studies. Twenty-nine antimicrobial resistance genes were detected across all samples, with macrolide/lincosamide/streptogramin resistance being the most widespread. Metagenomic assembled genomes were reconstructed from the dataset, resulting in 82 MAGs. Functional assessment of the collective MAGs showed a propensity for amino acid utilization over carbohydrate metabolism. Co-occurrence analyses showed strong associations between bacterial and fungal genera. Culture analysis showed the microbial load to be on average 3.0 × 10(5) cfu/m(2) CONCLUSIONS: Utilizing various metagenomics analyses and culture methods, we provided a comprehensive analysis of the ISS surface microbiome, showing microbial burden, bacterial and fungal species prevalence, changes in the microbiome, and resistome over time and space, as well as the functional capabilities and microbial interactions of this unique built microbiome. Data from this study may help to inform policies for future space missions to ensure an ISS surface microbiome that promotes astronaut health and spacecraft integrity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-022-01293-0.
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spelling pubmed-92412282022-06-30 Microbial Tracking-2, a metagenomics analysis of bacteria and fungi onboard the International Space Station Urbaniak, Camilla Morrison, Michael D. Thissen, James B. Karouia, Fathi Smith, David J. Mehta, Satish Jaing, Crystal Venkateswaran, Kasthuri Microbiome Research BACKGROUND: The International Space Station (ISS) is a unique and complex built environment with the ISS surface microbiome originating from crew and cargo or from life support recirculation in an almost entirely closed system. The Microbial Tracking 1 (MT-1) project was the first ISS environmental surface study to report on the metagenome profiles without using whole-genome amplification. The study surveyed the microbial communities from eight surfaces over a 14-month period. The Microbial Tracking 2 (MT-2) project aimed to continue the work of MT-1, sampling an additional four flights from the same locations, over another 14 months. METHODS: Eight surfaces across the ISS were sampled with sterile wipes and processed upon return to Earth. DNA extracted from the processed samples (and controls) were treated with propidium monoazide (PMA) to detect intact/viable cells or left untreated and to detect the total DNA population (free DNA/compromised cells/intact cells/viable cells). DNA extracted from PMA-treated and untreated samples were analyzed using shotgun metagenomics. Samples were cultured for bacteria and fungi to supplement the above results. RESULTS: Staphylococcus sp. and Malassezia sp. were the most represented bacterial and fungal species, respectively, on the ISS. Overall, the ISS surface microbiome was dominated by organisms associated with the human skin. Multi-dimensional scaling and differential abundance analysis showed significant temporal changes in the microbial population but no spatial differences. The ISS antimicrobial resistance gene profiles were however more stable over time, with no differences over the 5-year span of the MT-1 and MT-2 studies. Twenty-nine antimicrobial resistance genes were detected across all samples, with macrolide/lincosamide/streptogramin resistance being the most widespread. Metagenomic assembled genomes were reconstructed from the dataset, resulting in 82 MAGs. Functional assessment of the collective MAGs showed a propensity for amino acid utilization over carbohydrate metabolism. Co-occurrence analyses showed strong associations between bacterial and fungal genera. Culture analysis showed the microbial load to be on average 3.0 × 10(5) cfu/m(2) CONCLUSIONS: Utilizing various metagenomics analyses and culture methods, we provided a comprehensive analysis of the ISS surface microbiome, showing microbial burden, bacterial and fungal species prevalence, changes in the microbiome, and resistome over time and space, as well as the functional capabilities and microbial interactions of this unique built microbiome. Data from this study may help to inform policies for future space missions to ensure an ISS surface microbiome that promotes astronaut health and spacecraft integrity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-022-01293-0. BioMed Central 2022-06-29 /pmc/articles/PMC9241228/ /pubmed/35765106 http://dx.doi.org/10.1186/s40168-022-01293-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Urbaniak, Camilla
Morrison, Michael D.
Thissen, James B.
Karouia, Fathi
Smith, David J.
Mehta, Satish
Jaing, Crystal
Venkateswaran, Kasthuri
Microbial Tracking-2, a metagenomics analysis of bacteria and fungi onboard the International Space Station
title Microbial Tracking-2, a metagenomics analysis of bacteria and fungi onboard the International Space Station
title_full Microbial Tracking-2, a metagenomics analysis of bacteria and fungi onboard the International Space Station
title_fullStr Microbial Tracking-2, a metagenomics analysis of bacteria and fungi onboard the International Space Station
title_full_unstemmed Microbial Tracking-2, a metagenomics analysis of bacteria and fungi onboard the International Space Station
title_short Microbial Tracking-2, a metagenomics analysis of bacteria and fungi onboard the International Space Station
title_sort microbial tracking-2, a metagenomics analysis of bacteria and fungi onboard the international space station
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9241228/
https://www.ncbi.nlm.nih.gov/pubmed/35765106
http://dx.doi.org/10.1186/s40168-022-01293-0
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