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[Preprint]. 2023 Sep 29:rs.3.rs-3325336.
doi: 10.21203/rs.3.rs-3325336/v1.

Environmental and Structural Factors Associated with Bacterial Diversity in Household Dust Across the Arizona-Sonora Border

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Environmental and Structural Factors Associated with Bacterial Diversity in Household Dust Across the Arizona-Sonora Border

Lauren Benton et al. Res Sq. .

Update in

Abstract

We previously reported that asthma prevalence was higher in the United States (US) compared to Mexico (MX) (25.8% vs 8.4%). This investigation assessed differences in microbial dust composition in relation to demographic and housing characteristics on both sides of the US-MX Border. Forty homes were recruited in the US and MX. Home visits collected floor dust and documented occupants' demographics, asthma prevalence, and housing structure and use characteristics. US households were more likely to have inhabitants who reported asthma when compared with MX households (30% vs 5%) and had significantly different flooring types. The percentage of households on paved roads, with flushing toilets, with piped water and with air conditioning was higher in the US, while dust load was higher in MX. Significant differences exist between countries in the microbial composition of the floor dust. Dust from US homes was enriched with Geodermatophilus, whereas dust from Mexican homes was enriched with Alishewanella and Chryseomicrobium. A predictive metagenomics analysis identified 68 significantly differentially abundant functional pathways between US and MX. This study documented multiple structural, environmental, and demographic differences between homes in the US and MX that may contribute to significantly different microbial composition of dust observed in these two countries.

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Conflict of interest statement

Competing interests Benton, L., Lopez-Galvez, N., Caporaso, JG., Herman, C., Cope E.K., Gameros, M., Rosales, C., Wright, A., Beamer, P., Lothrop, N., declares that they have no financial interests. Carr, T., has received consulting and advisory work for AstraZeneca, GlaxoSmithKline, Genentech, Novartis and royalties for writing from WoltersKluwer (UptoDate). Martínez, F., declares the following grants NIH: HL139054, HL130045, HL132523, HL147016, AI135108, AI146131, AI148104, AI149754, AI176305, HD104618, UH30OD023282; OM PHARMA: UANLID46205; American Lung Association: LTR DTD 4/12/16; and consultancy with OM PHARMA

Figures

Figure 1.
Figure 1.
A. Unweighted UniFrac beta diversity plot comparing the United States of America (US) and Mexico (MX) house dust (PERMANOVA pseudo-F = 3.02 p < 0.001, q < 0.05). B: Random Forest classifier trained to differentiate the neighborhoods using the dust microbiome compositions. The classifier achieved an overall accuracy of 0.94. US samples were accurately labeled 100% of the time, and Mexican samples were accurately labeled 88% of the time. C.Unweighted UniFrac beta diversity plot comparing high SES NMX neighborhood vs low SES NMX, vs NUS vs TUS. D.Random Forest classifier trained to differentiate the neighborhoods using the dust microbiome compositions the model predicted NUS accurately 75% of the time; TUS 60% of the time: high SES NMX 75% of the time; and low SES NMX 100% of the time. LSES= low socioeconomic status Nogales, Sanora, Mexico; HSES= high socioeconomic status Nogales, Sanora, Mexico; MX=Mexico; USA= United States of America
Figure 2
Figure 2
ANCOM and Sample Classifier comparing the house dust from homes in the United States vs Mexico. Top is Mexico and bottom is United States of America

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References

    1. Amend A.S., Seifert K. A., Samson R., and Bruns T. D.., Indoor fungal composition is geographically patterned and more diverse in temperate zones than in the tropics. Proc Natl Acad Sci USA. 107(31): p. 13748–53. (2010). - PMC - PubMed
    1. Klepeis N.E., et al., The National Human Activity Pattern Survey (NHAPS): a resource for assessing exposure to environmental pollutants. J Expo Anal Environ Epidemiol. 11(3): p. 231–52. (2001). - PubMed
    1. Gupta S., Microbiome: Puppy power. Nature. 543(7647): p. S48–S49. (2017). - PubMed
    1. Barberan A., et al., The ecology of microscopic life in household dust. Proc Biol Sci. 282(1814). ( 2015). - PMC - PubMed
    1. Kakuta R., et al., First Two Cases of Infected Aortic Aneurysm Caused by Non-Vaccine Streptococcus pneumoniae Serotype 23A. Ann Lab Med. 40(3): p. 270–273. (2020). - PMC - PubMed

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