Indoor Airborne Microbiome and Endotoxin : Meteorological Events and Occupant Characteristics Are Important Determinants

dc.contributor.authorAmin, Hesham
dc.contributor.authorŠantl-Temkiv, Tina
dc.contributor.authorCramer, Christine
dc.contributor.authorFinster, Kai
dc.contributor.authorReal, Francisco Gomez
dc.contributor.authorGíslason, Þórarinn
dc.contributor.authorHolm, Mathias
dc.contributor.authorJanson, Christer
dc.contributor.authorJögi, Nils Oskar
dc.contributor.authorJogi, Rain
dc.contributor.authorMalinovschi, Andrei
dc.contributor.authorMarshall, Ian P G
dc.contributor.authorModig, Lars
dc.contributor.authorNorbäck, Dan
dc.contributor.authorShigdel, Rajesh
dc.contributor.authorSigsgaard, Torben
dc.contributor.authorSvanes, Cecilie
dc.contributor.authorÞórarinsdóttir, Hulda Rósa
dc.contributor.authorWouters, Inge M
dc.contributor.authorSchlünssen, Vivi
dc.contributor.authorBertelsen, Randi J
dc.contributor.departmentFaculty of Medicine
dc.date.accessioned2025-11-20T09:21:03Z
dc.date.available2025-11-20T09:21:03Z
dc.date.issued2023-08-15
dc.descriptionFunding Information: This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement no. 804199). K.F. acknowledges support by the Novo Nordisk Foundation (grant NNF19OC0056963), and T.Š.-T. acknowledges support by the Independent Research Fund Denmark (9145-00001B) and the Villum Fonden (research grants 23175 and 37435). Publisher Copyright: © 2023 The Authors. Published by American Chemical Society.en
dc.description.abstractAirborne bacteria and endotoxin may affect asthma and allergies. However, there is limited understanding of the environmental determinants that influence them. This study investigated the airborne microbiomes in the homes of 1038 participants from five cities in Northern Europe: Aarhus, Bergen, Reykjavik, Tartu, and Uppsala. Airborne dust particles were sampled with electrostatic dust fall collectors (EDCs) from the participants' bedrooms. The dust washed from the EDCs' clothes was used to extract DNA and endotoxin. The DNA extracts were used for quantitative polymerase chain (qPCR) measurement and 16S rRNA gene sequencing, while endotoxin was measured using the kinetic chromogenic limulus amoebocyte lysate (LAL) assay. The results showed that households in Tartu and Aarhus had a higher bacterial load and diversity than those in Bergen and Reykjavik, possibly due to elevated concentrations of outdoor bacterial taxa associated with low precipitation and high wind speeds. Bergen-Tartu had the highest difference (ANOSIM R = 0.203) in β diversity. Multivariate regression models showed that α diversity indices and bacterial and endotoxin loads were positively associated with the occupants' age, number of occupants, cleaning frequency, presence of dogs, and age of the house. Further studies are needed to understand how meteorological factors influence the indoor bacterial community in light of climate change.en
dc.description.versionPeer revieweden
dc.format.extent17
dc.format.extent12866292
dc.format.extent11750-11766
dc.identifier.citationAmin, H, Šantl-Temkiv, T, Cramer, C, Finster, K, Real, F G, Gíslason, Þ, Holm, M, Janson, C, Jögi, N O, Jogi, R, Malinovschi, A, Marshall, I P G, Modig, L, Norbäck, D, Shigdel, R, Sigsgaard, T, Svanes, C, Þórarinsdóttir, H R, Wouters, I M, Schlünssen, V & Bertelsen, R J 2023, 'Indoor Airborne Microbiome and Endotoxin : Meteorological Events and Occupant Characteristics Are Important Determinants', Environmental Science & Technology, vol. 57, no. 32, pp. 11750-11766. https://doi.org/10.1021/acs.est.3c01616en
dc.identifier.doi10.1021/acs.est.3c01616
dc.identifier.issn0013-936X
dc.identifier.other174163596
dc.identifier.other2905d5f4-380b-418b-b5df-6ce1b23904c6
dc.identifier.other37523308
dc.identifier.otherunpaywall: 10.1021/acs.est.3c01616
dc.identifier.other85167815288
dc.identifier.urihttps://hdl.handle.net/20.500.11815/7300
dc.language.isoen
dc.relation.ispartofseriesEnvironmental Science & Technology; 57(32)en
dc.relation.urlhttps://www.scopus.com/pages/publications/85167815288en
dc.rightsinfo:eu-repo/semantics/openAccessen
dc.subject16S rRNA and occupants’ ageen
dc.subjectairborne microbiomeen
dc.subjectmeteorological dataen
dc.subjectNorthern Europeen
dc.subjectGeneral Chemistryen
dc.subjectEnvironmental Chemistryen
dc.subjectSDG 3 - Good Health and Well-beingen
dc.titleIndoor Airborne Microbiome and Endotoxin : Meteorological Events and Occupant Characteristics Are Important Determinantsen
dc.type/dk/atira/pure/researchoutput/researchoutputtypes/contributiontojournal/articleen

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