Bacterial community assemblages in classroom floor dust of 50 public schools in a large city: characterization using 16S rRNA sequences and associations with environmental factors

Abstract Characterizing indoor microbial communities using molecular methods provides insight into bacterial assemblages present in environments that can influence occupants’ health. We conducted an environmental assessment as part of an epidemiologic study of 50 elementary schools in a large city i...

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Main Authors: Ju-Hyeong Park, Angela R. Lemons, Jerry Roseman, Brett J. Green, Jean M. Cox-Ganser
Format: Article
Language:English
Published: BMC 2021-01-01
Series:Microbiome
Subjects:
Online Access:https://doi.org/10.1186/s40168-020-00954-2
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spelling doaj-6752d17f6ccf45da97ff5c89f79645762021-01-24T12:42:40ZengBMCMicrobiome2049-26182021-01-019111410.1186/s40168-020-00954-2Bacterial community assemblages in classroom floor dust of 50 public schools in a large city: characterization using 16S rRNA sequences and associations with environmental factorsJu-Hyeong Park0Angela R. Lemons1Jerry Roseman2Brett J. Green3Jean M. Cox-Ganser4Respiratory Health Division, National Institute for Occupational Safety and HealthRespiratory Health Division, National Institute for Occupational Safety and HealthPhiladelphia Federation of Teachers Health & Welfare Fund & UnionRespiratory Health Division, National Institute for Occupational Safety and HealthRespiratory Health Division, National Institute for Occupational Safety and HealthAbstract Characterizing indoor microbial communities using molecular methods provides insight into bacterial assemblages present in environments that can influence occupants’ health. We conducted an environmental assessment as part of an epidemiologic study of 50 elementary schools in a large city in the northeastern USA. We vacuumed dust from the edges of the floor in 500 classrooms accounting for 499 processed dust aliquots for 16S Illumina MiSeq sequencing to characterize bacterial assemblages. DNA sequences were organized into operational taxonomic units (OTUs) and identified using a database derived from the National Center for Biotechnology Information. Bacterial diversity and ecological analyses were performed at the genus level. We identified 29 phyla, 57 classes, 148 orders, 320 families, 1193 genera, and 2045 species in 3073 OTUs. The number of genera per school ranged from 470 to 705. The phylum Proteobacteria was richest of all while Firmicutes was most abundant. The most abundant order included Lactobacillales, Spirulinales, and Clostridiales. Halospirulina was the most abundant genus, which has never been reported from any school studies before. Gram-negative bacteria were more abundant and richer (relative abundance = 0.53; 1632 OTUs) than gram-positive bacteria (0.47; 1441). Outdoor environment-associated genera were identified in greater abundance in the classrooms, in contrast to homes where human-associated bacteria are typically more abundant. Effects of school location, degree of water damage, building condition, number of students, air temperature and humidity, floor material, and classroom’s floor level on the bacterial richness or community composition were statistically significant but subtle, indicating relative stability of classroom microbiome from environmental stress. Our study indicates that classroom floor dust had a characteristic bacterial community that is different from typical house dust represented by more gram-positive and human-associated bacteria. Health implications of exposure to the microbiomes in classroom floor dust may be different from those in homes for school staff and students. Video abstracthttps://doi.org/10.1186/s40168-020-00954-2SchoolClassroomBacteriaMicrobiomeMoisture damage
collection DOAJ
language English
format Article
sources DOAJ
author Ju-Hyeong Park
Angela R. Lemons
Jerry Roseman
Brett J. Green
Jean M. Cox-Ganser
spellingShingle Ju-Hyeong Park
Angela R. Lemons
Jerry Roseman
Brett J. Green
Jean M. Cox-Ganser
Bacterial community assemblages in classroom floor dust of 50 public schools in a large city: characterization using 16S rRNA sequences and associations with environmental factors
Microbiome
School
Classroom
Bacteria
Microbiome
Moisture damage
author_facet Ju-Hyeong Park
Angela R. Lemons
Jerry Roseman
Brett J. Green
Jean M. Cox-Ganser
author_sort Ju-Hyeong Park
title Bacterial community assemblages in classroom floor dust of 50 public schools in a large city: characterization using 16S rRNA sequences and associations with environmental factors
title_short Bacterial community assemblages in classroom floor dust of 50 public schools in a large city: characterization using 16S rRNA sequences and associations with environmental factors
title_full Bacterial community assemblages in classroom floor dust of 50 public schools in a large city: characterization using 16S rRNA sequences and associations with environmental factors
title_fullStr Bacterial community assemblages in classroom floor dust of 50 public schools in a large city: characterization using 16S rRNA sequences and associations with environmental factors
title_full_unstemmed Bacterial community assemblages in classroom floor dust of 50 public schools in a large city: characterization using 16S rRNA sequences and associations with environmental factors
title_sort bacterial community assemblages in classroom floor dust of 50 public schools in a large city: characterization using 16s rrna sequences and associations with environmental factors
publisher BMC
series Microbiome
issn 2049-2618
publishDate 2021-01-01
description Abstract Characterizing indoor microbial communities using molecular methods provides insight into bacterial assemblages present in environments that can influence occupants’ health. We conducted an environmental assessment as part of an epidemiologic study of 50 elementary schools in a large city in the northeastern USA. We vacuumed dust from the edges of the floor in 500 classrooms accounting for 499 processed dust aliquots for 16S Illumina MiSeq sequencing to characterize bacterial assemblages. DNA sequences were organized into operational taxonomic units (OTUs) and identified using a database derived from the National Center for Biotechnology Information. Bacterial diversity and ecological analyses were performed at the genus level. We identified 29 phyla, 57 classes, 148 orders, 320 families, 1193 genera, and 2045 species in 3073 OTUs. The number of genera per school ranged from 470 to 705. The phylum Proteobacteria was richest of all while Firmicutes was most abundant. The most abundant order included Lactobacillales, Spirulinales, and Clostridiales. Halospirulina was the most abundant genus, which has never been reported from any school studies before. Gram-negative bacteria were more abundant and richer (relative abundance = 0.53; 1632 OTUs) than gram-positive bacteria (0.47; 1441). Outdoor environment-associated genera were identified in greater abundance in the classrooms, in contrast to homes where human-associated bacteria are typically more abundant. Effects of school location, degree of water damage, building condition, number of students, air temperature and humidity, floor material, and classroom’s floor level on the bacterial richness or community composition were statistically significant but subtle, indicating relative stability of classroom microbiome from environmental stress. Our study indicates that classroom floor dust had a characteristic bacterial community that is different from typical house dust represented by more gram-positive and human-associated bacteria. Health implications of exposure to the microbiomes in classroom floor dust may be different from those in homes for school staff and students. Video abstract
topic School
Classroom
Bacteria
Microbiome
Moisture damage
url https://doi.org/10.1186/s40168-020-00954-2
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