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Adams RI, Leppänen H, Karvonen AM, Jacobs J, Borràs-Santos A, Valkonen M, Krop E, Haverinen-Shaughnessy U, Huttunen K, Zock JP, Hyvärinen A, Heederik D, Pekkanen J, Täubel M. Microbial exposures in moisture-damaged schools and associations with respiratory symptoms in students: A multi-country environmental exposure study. INDOOR AIR 2021; 31:1952-1966. [PMID: 34151461 DOI: 10.1111/ina.12865] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 04/20/2021] [Accepted: 05/19/2021] [Indexed: 06/13/2023]
Abstract
Moisture-damaged buildings are associated with respiratory symptoms and underlying diseases among building occupants, but the causative agent(s) remain a mystery. We first identified specific fungal and bacterial taxa in classrooms with moisture damage in Finnish and Dutch primary schools. We then investigated associations of the identified moisture damage indicators with respiratory symptoms in more than 2700 students. Finally, we explored whether exposure to specific taxa within the indoor microbiota may explain the association between moisture damage and respiratory health. Schools were assessed for moisture damage through detailed inspections, and the microbial composition of settled dust in electrostatic dustfall collectors was determined using marker-gene analysis. In Finland, there were several positive associations between particular microbial indicators (diversity, richness, individual taxa) and a respiratory symptom score, while in the Netherlands, the associations tended to be mostly inverse and statistically non-significant. In Finland, abundance of the Sphingomonas bacterial genus and endotoxin levels partially explained the associations between moisture damage and symptom score. A few microbial taxa explained part of the associations with health, but overall, the observed associations between damage-associated individual taxa and respiratory health were limited.
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Affiliation(s)
- Rachel I Adams
- California Department of Public Health, Richmond, CA, USA
| | - Hanna Leppänen
- Environmental Health Unit, Finnish Institute for Health and Welfare, Kuopio, Finland
| | - Anne M Karvonen
- Environmental Health Unit, Finnish Institute for Health and Welfare, Kuopio, Finland
| | - José Jacobs
- Institute for Risk Assessment Sciences (IRAS, Utrecht University, Utrecht, The Netherlands
| | - Alicia Borràs-Santos
- Barcelona Institute for Global Health (ISGlobal, Barcelona, Spain
- Escola Universitària d'Infermeria, Escoles Universitàries Gimbernat, Universitat Autònoma de Barcelona, Sant Cugat del Vallès, Spain
| | - Maria Valkonen
- Environmental Health Unit, Finnish Institute for Health and Welfare, Kuopio, Finland
| | - Esmeralda Krop
- Institute for Risk Assessment Sciences (IRAS, Utrecht University, Utrecht, The Netherlands
| | | | - Kati Huttunen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio, Finland
| | - Jan-Paul Zock
- Barcelona Institute for Global Health (ISGlobal, Barcelona, Spain
| | - Anne Hyvärinen
- Environmental Health Unit, Finnish Institute for Health and Welfare, Kuopio, Finland
| | - Dick Heederik
- Institute for Risk Assessment Sciences (IRAS, Utrecht University, Utrecht, The Netherlands
| | - Juha Pekkanen
- Environmental Health Unit, Finnish Institute for Health and Welfare, Kuopio, Finland
- Department of Public Health, Helsinki University, Helsinki, Finland
| | - Martin Täubel
- Environmental Health Unit, Finnish Institute for Health and Welfare, Kuopio, Finland
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Koehler K, Good N, Wilson A, Mölter A, Moore BF, Carpenter T, Peel JL, Volckens J. The Fort Collins commuter study: Variability in personal exposure to air pollutants by microenvironment. INDOOR AIR 2019; 29:231-241. [PMID: 30586194 PMCID: PMC6435329 DOI: 10.1111/ina.12533] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 11/21/2018] [Accepted: 12/21/2018] [Indexed: 05/04/2023]
Abstract
This study investigated the role of microenvironment on personal exposures to black carbon (BC), fine particulate mass (PM2.5 ), carbon monoxide (CO), and particle number concentration (PNC) among adult residents of Fort Collins, Colorado, USA. Forty-four participants carried a backpack containing personal monitoring instruments for eight nonconsecutive 24-hour periods. Exposures were apportioned into five microenvironments: Home, Work, Transit, Eateries, and Other. Personal exposures exhibited wide heterogeneity that was dominated by within-person variability (both day-to-day and between microenvironment variability). Linear mixed-effects models were used to compare mean personal exposures in each microenvironment, while accounting for possible within-person correlation. Mean personal exposures during Transit and at Eateries tended to be higher than exposures at Home, where participants spent the majority of their time. Compared to Home, mean exposures to BC in Transit were, on average, 129% [95% confidence interval: 101% 162%] higher and exposures to PNC were 180% [101% 289%] higher in Eateries.
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Affiliation(s)
- Kirsten Koehler
- Department of Environmental Health Sciences, Johns Hopkins University, Baltimore, Maryland
| | - Nicholas Good
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado
| | - Ander Wilson
- Department of Statistics, Colorado State University, Fort Collins, Colorado
| | - Anna Mölter
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado
| | - Brianna F Moore
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado
| | - Taylor Carpenter
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado
| | - Jennifer L Peel
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado
| | - John Volckens
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado
- Department of Mechanical Engineering, Colorado State University, Fort Collins, Colorado
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Jaderson M, Park JH. Evaluation of Matrix Effects in Quantifying Microbial Secondary Metabolites in Indoor Dust Using Ultraperformance Liquid Chromatograph-Tandem Mass Spectrometer. Saf Health Work 2018; 10:196-204. [PMID: 31297282 PMCID: PMC6598797 DOI: 10.1016/j.shaw.2018.12.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 11/30/2018] [Accepted: 12/14/2018] [Indexed: 11/25/2022] Open
Abstract
Background Liquid chromatography-tandem mass spectrometry (LC-MSMS) for simultaneous analysis of multiple microbial secondary metabolites (MSMs) is potentially subject to interference by matrix components. Methods We examined potential matrix effects (MEs) in analyses of 31 MSMs using ultraperformance LC-MSMS. Twenty-one dust aliquots from three buildings (seven aliquots/building) were spiked with seven concentrations of each of the MSMs (6.2 pg/μl-900 pg/μl) and then extracted. Another set of 21 aliquots were first extracted and then, the extract was spiked with the same concentrations. We added deepoxy-deoxynivalenol (DOM) to all aliquots as a universal internal standard. Ten microliters of the extract was injected into the ultraperformance LC-MSMS. ME was calculated by subtracting the percentage of the response of analyte in spiked extract to that in neat standard from 100. Spiked extract results were used to create a matrix-matched calibration (MMC) curve for estimating MSM concentration in dust spiked before extraction. Results Analysis of variance was used to examine effects of compound (MSM), building and concentration on response. MEs (range: 63.4%-99.97%) significantly differed by MSM (p < 0.01) and building (p < 0.05). Mean percent recoveries adjusted with DOM and the MMC method were 246.3% (SD = 226.0) and 86.3% (SD = 70.7), respectively. Conclusion We found that dust MEs resulted in substantial underestimation in quantifying MSMs and that DOM was not an optimal universal internal standard for the adjustment but that the MMC method resulted in more accurate and precise recovery compared with DOM. More research on adjustment methods for dust MEs in the simultaneous analyses of multiple MSMs using LC-MSMS is warranted.
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Affiliation(s)
- Mukhtar Jaderson
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV, USA
| | - Ju-Hyeong Park
- Respiratory Health Division, National Institute for Occupational Safety and Health, Morgantown, WV, USA
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Park JH, Cho SJ, White SK, Cox-Ganser JM. Changes in respiratory and non-respiratory symptoms in occupants of a large office building over a period of moisture damage remediation attempts. PLoS One 2018; 13:e0191165. [PMID: 29324816 PMCID: PMC5764347 DOI: 10.1371/journal.pone.0191165] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Accepted: 12/31/2017] [Indexed: 11/18/2022] Open
Abstract
There is limited information on the natural history of building occupants’ health in relation to attempts to remediate moisture damage. We examined changes in respiratory and non-respiratory symptoms in 1,175 office building occupants over seven years with multiple remediation attempts. During each of four surveys, we categorized participants using a severity score: 0 = asymptomatic; 1 = mild, symptomatic in the last 12 months, but not frequently in the last 4 weeks; 2 = severe, symptomatic at least once weekly in the last 4 weeks. Building-related symptoms were defined as improving away from the building. We used random intercept models adjusted for demographics, smoking, building tenure, and microbial exposures to estimate temporal changes in the odds of building-related symptoms or severity scores independent of the effect of microbial exposures. Trend analyses of combined mild/severe symptoms showed no changes in the odds of respiratory symptoms but significant improvement in non-respiratory symptoms over time. Separate analyses showed increases in the odds of severe respiratory symptoms (odds ratio/year = 1.15‒1.16, p-values<0.05) and severity scores (0.02/year, p-values<0.05) for wheezing and shortness of breath on exertion, due to worsening of participants in the mild symptom group. For non-respiratory symptoms, we found no changes in the odds of severe symptoms but improvement in severity scores (-0.04‒-0.01/year, p-values<0.05) and the odds for mild fever and chills, excessive fatigue, headache, and throat symptoms (0.65–0.79/year, p-values<0.05). Our study suggests that after the onset of respiratory and severe non-respiratory symptoms associated with dampness/mold, remediation efforts might not be effective in improving occupants’ health.
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Affiliation(s)
- Ju-Hyeong Park
- Respiratory Health Division, National Institute for Occupational Safety and Health, Morgantown, West Virginia, United States of America
- * E-mail:
| | - Sook Ja Cho
- Respiratory Health Division, National Institute for Occupational Safety and Health, Morgantown, West Virginia, United States of America
| | - Sandra K. White
- Respiratory Health Division, National Institute for Occupational Safety and Health, Morgantown, West Virginia, United States of America
| | - Jean M. Cox-Ganser
- Respiratory Health Division, National Institute for Occupational Safety and Health, Morgantown, West Virginia, United States of America
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Vesper S, Cox-Ganser JM, Wymer L, Park JH. Quantification of mold contamination in multi-level buildings using the Environmental Relative Moldiness Index. JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE 2018; 15:38-43. [PMID: 29053934 PMCID: PMC6117826 DOI: 10.1080/15459624.2017.1376069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The goal of this study was to evaluate the possible use of the Environmental Relative Moldiness Index (ERMI) to quantify mold contamination in multi-level, office buildings. Settled-dust samples were collected in multi-level, office buildings and the ERMI value for each sample determined. In the first study, a comparison was made between two identical four-story buildings. There were health complaints in one building but none in the other building. In the second study, mold contamination was evaluated on levels 6-19 of an office building with a history of water problems and health complaints. In the first study, the average ERMI value in the building with health complaints was 5.33 which was significantly greater than the average ERMI value, 0.55, in the non-complaint building. In the second study, the average ERMI values ranged from a low of -0.58 on level 8 to a high of 5.66 on level 17, one of the top five ranked levels for medical symptoms or medication use. The mold populations of ten (six Group 1 and four Group 2) of the 36-ERMI molds were in significantly greater concentrations in the higher compared to lower ERMI environments. The ERMI metric may be useful in the quantification of water-damage and mold growth in multi-level buildings.
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Affiliation(s)
- Stephen Vesper
- National Exposure Research Laboratory (NERL), United States Environmental Protection Agency (US EPA), Cincinnati, Ohio
| | - Jean M. Cox-Ganser
- National Institute for Occupational Safety and Health (NIOSH), Morgantown, West Virginia
| | - Larry Wymer
- National Exposure Research Laboratory (NERL), United States Environmental Protection Agency (US EPA), Cincinnati, Ohio
| | - Ju-Hyeong Park
- National Institute for Occupational Safety and Health (NIOSH), Morgantown, West Virginia
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Leppänen HK, Nevalainen A, Vepsäläinen A, Roponen M, Täubel M, Laine O, Rantakokko P, von Mutius E, Pekkanen J, Hyvärinen A. Determinants, reproducibility, and seasonal variation of ergosterol levels in house dust. INDOOR AIR 2014; 24:248-259. [PMID: 24883434 DOI: 10.1111/ina.12078] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
UNLABELLED This study aimed to clarify the determinants that affect the concentrations of ergosterol and viable fungi in house dust and to examine the seasonal variation and reproducibility of ergosterol concentrations indoors. In studying the determinants, dust samples from living room floors and vacuum cleaner dust bags were collected from 107 farming and 105 non-farming homes. Ergosterol levels were determined with gas chromatography-mass spectrometry,and the dust bag dust was cultivated for enumeration of fungal genera. Lifestyle and environmental factors, for example using of the fireplace, and visible mold observations in homes, explained 20–26% of the variation of fungal concentrations. For the reproducibility study, samples were collected from five urban homes in four different seasons. The reproducibility of ergosterol determinations within a sample was excellent (ICC = 89.8) for floor dust and moderate (ICC = 63.8) for dust bag dust, but poor when sampling the same home throughout a year (ICC = 31.3 and 12.6, respectively) due to large temporal variation in ergosterol concentrations. In conclusion, environmental characteristics only partially predicted the variation of fungal concentrations. Based on these studies, we recommend repeated sampling of dust over time if one seeks to adequately describe overall fungal levels and exposure in a home. PRACTICAL IMPLICATIONS This study shows that levels of ergosterol and viable fungi in house dust are related to visible mold observations. Only 20% of the variation in fungal levels can be explained with questionnaires, and therefore, environmental samples need to be taken in addition. Reproducibility of ergosterol determination was excellent for floor dust, and thus, ergosterol measurements from floor dust samples could be suitable for assessing the fungal load in building investigations. The temporal variation needs to be taken into account when describing the ergosterol concentration of urban homes.
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Akpinar-Elci M, White SK, Siegel PD, Park JH, Visotcky A, Kreiss K, Cox-Ganser JM. Markers of upper airway inflammation associated with microbial exposure and symptoms in occupants of a water-damaged building. Am J Ind Med 2013; 56:522-30. [PMID: 23390064 DOI: 10.1002/ajim.22165] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/09/2013] [Indexed: 11/12/2022]
Abstract
BACKGROUND Water damage in buildings has been associated with reports of upper airway inflammation among occupants. METHODS This survey included a questionnaire, allergen skin testing, nasal nitric oxide, and nasal lavage on 153 participants. We conducted exposure assessments of 297 workstations and analyzed collected dust for fungi, endotoxin, and (1 → 3)-β-D-glucan to create floor-specific averages. RESULTS Males had higher levels of nasal inflammatory markers, and females reported more symptoms. ECP, IL-8, and MPO were significantly associated with nasal symptoms, flu-like achiness, or chills. Fungi and glucan were positively associated with blowing out thick mucus. Endotoxin was significantly associated with ECP in overall models, and with ECP, IL-8, MPO, and neutrophils among non-atopic females. CONCLUSIONS In this study, we documented an association between endotoxin and nasal inflammatory markers among office workers. The results of our study suggest that a non-allergic response may contribute to symptoms occurring among occupants in this water-damaged building.
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Affiliation(s)
| | - Sandra K. White
- Division of Respiratory Disease Studies; National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention; Morgantown, WV
| | - Paul D. Siegel
- Health Effects Laboratory Division; National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention; Morgantown, WV
| | - Ju-Hyeong Park
- Division of Respiratory Disease Studies; National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention; Morgantown, WV
| | - Alexis Visotcky
- Division of Respiratory Disease Studies; National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention; Morgantown, WV
| | - Kathleen Kreiss
- Division of Respiratory Disease Studies; National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention; Morgantown, WV
| | - Jean M. Cox-Ganser
- Division of Respiratory Disease Studies; National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention; Morgantown, WV
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