No retraction, correction or concern found when last checked on Nov 2, 2026.
Size‐resolved emission rates of airborne bacteria and fungi in an occupied classroom
J. Qian, D. Hospodsky, N. Yamamoto and 2 more
Indoor Air · 2012
doi:10.1111/j.1600-0668.2012.00769.x
Abstract
UNLABELLED: The role of human occupancy as a source of indoor biological aerosols is poorly understood. Size-resolved concentrations of total and biological particles in indoor air were quantified in a classroom under occupied and vacant conditions. Per-occupant emission rates were estimated through a mass-balance modeling approach, and the microbial diversity of indoor and outdoor air during occupancy was determined via rDNA gene sequence analysis. Significant increases of total particle mass and bacterial genome concentrations were observed during the occupied period compared to the vacant case. These increases varied in magnitude with the particle size and ranged from 3 to 68 times for total mass, 12-2700 times for bacterial genomes, and 1.5-5.2 times for fungal genomes. Emission rates per person-hour because of occupancy were 31 mg, 37 × 10(6) genome copies, and 7.3 × 10(6) genome copies for total particle mass, bacteria, and fungi, respectively. Of the bacterial emissions, ∼18% are from taxa that are closely associated with the human skin microbiome. This analysis provides size-resolved, per person-hour emission rates for these biological particles and illustrates the extent to which being in an occupied room results in exposure to bacteria that are associated with previous or current human occupants. PRACTICAL IMPLICATIONS: Presented here are the first size-resolved, per person emission rate estimates of bacterial and fungal genomes for a common occupied indoor space. The marked differences observed between total particle and bacterial size distributions suggest that size-dependent aerosol models that use total particles as a surrogate for microbial particles incorrectly assess the fate of and human exposure to airborne bacteria. The strong signal of human microbiota in airborne particulate matter in an occupied setting demonstrates that the aerosol route can be a source of exposure to microorganisms emitted from the skin, hair, nostrils, and mouths of other occupants.
Shown for reading. Its publisher allows quoting it, not republishing it.
References 70
- 1.
Amann RI, Ludwig W, Schleifer KH. Phylogenetic identification and in situ detection of individual microbial cells without cultivation. Microbiol. Rev. 1995;59:143-169.
Not in our library10.1128/mr.59.1.143-169.1995
- 2.
Amend AS, Seifert KA, Samson R, Bruns TD. Indoor fungal composition is geographically patterned and more diverse in temperate zones than in the tropics. Proc. Natl Acad. Sci. USA. 2010;107:13748-13753.
Not in our library10.1073/pnas.1000454107
- 3.
Ventilation for Acceptable Indoor Air Quality in Commercial, Institutional, Industrial and High Rise Residential Buildings. 2005.
Not in our library
- 4.
Bibby K, Viau E, Peccia J. Pyrosequencing of the 16S rRNA gene to reveal bacterial pathogen diversity in biosolids. Water Res. 2010;44:4252-4260.
Not in our library10.1016/j.watres.2010.05.039
- 5.
Boreson J, Dillner AM, Peccia J. Correlating bioaerosol load with PM2.5 and PM10cf concentrations: a comparison between natural desert and urban-fringe aerosols. Atmos. Environ. 2004;38:6029-6041.
Not in our library
- 6.
Bouillard L, Michel O, Dramaix M, Devleeschouwer M. Bacterial contamination of indoor air, surfaces, and settled dust, and related dust endotoxin concentrations in healthy office buildings. Annal. Agric. Environ. Med. 2005;12:187-192.
Not in our library
- 7.
Bowers RM, McLetchie S, Knight R, Fierer N. Spatial variability in airborne bacterial communities across land-use types and their relationship to the bacterial communities of potential source environments. ISME J. 2011;5:601-612.
Not in our library10.1038/ismej.2010.167
- 8.
Brodie EL, DeSantis TZ, Moberg Parker JP, Zubietta IX, Piceno YM, Andersen GL. Urban aerosols harbor diverse and dynamic bacterial populations. Proc. Natl Acad. Sci. USA. 2007;104:299-304.
Not in our library10.1073/pnas.0608255104
- 9.
Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Gonzalez Peña A, Goodrich JK, Gordon JI, Huttley GA, Kelley ST, Knights D, Koenig JE, Ley RE, Lozupone CA, McDonald D, Muegge BD, Pirrung M, Reeder J, Sevinsky JR, Turnbaugh PJ, Walters WA, Widmann J, Yatsunenko T, Zaneveld J, Knight R. QIIME allows analysis of high-throughput community sequencing data. Nat. Methods. 2010;7:335-336.
Not in our library10.1038/nmeth.f.303
- 10.
Chen Q, Hildemann LM. The effects of human activities on exposure to particulate matter and bioaerosols in residential homes. Environ. Sci. Technol. 2009;43:4641-4646.
Not in our library10.1021/es802296j
- 11.
Clark RP. Skin scales among airborne particles. J. Hyg. 1974;72:47-51.
Not in our library10.1017/s0022172400023196
- 12.
Cole JR, Wang Q, Cardenas E, Fish J, Chai B, Farris RJ, Kulam-Syed-Mohideen AS, McGarrell DM, Marsh T, Garrity GM, Tiedje JM. The ribosomal database project: improved alignments and new tools for rRNA analysis. Nucleic Acids Res. 2009;37:D141-D145.
Not in our library10.1093/nar/gkn879
- 13.
Costello EK, Lauber CL, Hamady M, Fierer N, Gordon JI, Knight R. Bacterial community variation in human body habitats across space and time. Science. 2009;326:1694-1697.
Not in our library10.1126/science.1177486
- 14.
D'Amato G, Liccardi G, D'Amato M, Holgate S. Environmental risk factors and allergic bronchial asthma. Clin. Exp. Allergy. 2005;35:1113-1124.
Not in our library10.1111/j.1365-2222.2005.02328.x
- 15.
DeSantis TZ, Hugenholtz P, Larsen N, Rojas M, Brodie EL, Keller K, Huber T, Dalevi D, Hu P, Andersen GL. Greengenes, a chimera-checked 16S rRNA gene database and workbench compatible with ARB. Appl. Environ. Microbiol. 2006;72:5069-5072.
Not in our library10.1128/aem.03006-05
- 16.
Eduard W. Fungal spores: a critical review of the toxicological and epidemiological evidence as a basis for occupational exposure limit setting. Crit. Rev. Toxicol. 2009;39:799-864.
Not in our library10.3109/10408440903307333
- 17.
Ferro AR, Kopperud RJ, Hildemann LM. Elevated personal exposure to particulate matter from human activities in a residence. J. Expo. Anal. Environ. Epidemiol. 2004a;14:S34-S40.
Not in our library10.1038/sj.jea.7500356
- 18.
Ferro AR, Kopperud RJ, Hildemann LM. Source strengths for indoor human activities that resuspend particulate matter. Environ. Sci. Technol. 2004b;38:1759-1764.
Not in our library10.1021/es0263893
- 19.
Fox A, Harley W, Feigley C, Salzberg D, Sebastian A, Larsson L. Increased levels of bacterial markers and CO2 in occupied school rooms. J. Environ. Monitor. 2003;5:246-252.
Not in our library10.1039/b212341j
- 20.
Fox A, Harley W, Feigley C, Salzberg D, Toole C, Sebastian A, Larsson L. Large particles are responsible for elevated bacterial marker levels in school air upon occupation. J. Environ. Monitor. 2005;7:450-456.
Not in our library10.1039/b418038k
- 21.
Fox K, Castanha E, Fox A, Feigley C, Salzberg D. Human K10 epithelial keratin is the most abundant protein in airborne dust of both occupied and unoccupied school rooms. J. Environ. Monitor. 2008;10:55-59.
Not in our library10.1039/b714802j
- 22.
Fox K, Fox A, Elßner T, Feigley C, Salzberg D. MALDI-TOF mass spectrometry speciation of staphylococci and their discrimination from micrococci isolated from indoor air of schoolrooms. J. Environ. Monitor. 2010;12:917-923.
Not in our library10.1039/b925250a
- 23.
Goebes MD, Boehm AB, Hildemann LM. Contributions of foot traffic and outdoor concentrations to indoor airborne Aspergillus. Aerosol. Sci. Technol. 2011;45:352-363.
Not in our library
- 24.
Gomes C, Freihaut J, Bahnfleth W. Resuspension of allergen-containing particles under mechanical and aerodynamic disturbances from human walking. Atmos. Environ. 2007;41:5257-5270.
Not in our library
- 25.
Grice EA, Segre JA. The skin microbiome. Nat. Rev. Microbiol. 2011;9:244-253.
Not in our library10.1038/nrmicro2537
- 26.
Herrera ML, Vallor AC, Gelfond JA, Patterson TF, Wickes BL. Strain-dependent variation in 18S ribosomal DNA copy numbers in Aspergillus fumigatus. J. Clin. Microbiol. 2009;47:1325-1332.
Not in our library10.1128/jcm.02073-08
- 27.
Hinds WC. Aerosol Technology: Properties, Behavior, and Measurement of Airborne Particles. 1982.
Not in our library
- 28.
Hospodsky D, Yamamoto N, Peccia J. Accuracy, precision, and method detection limits of quantitative PCR for airborne bacteria and fungi. Appl. Environ. Microbiol. 2010;76:7004-7012.
Not in our library10.1128/aem.01240-10
- 29.
Huffman JA, Treutlein B, Pöschl U. Fluorescent biological aerosol particle concentrations and size distributions measured with an ultraviolet aerodynamic particle sizer (UV-APS) in central Europe. Atmos. Chem. Phys. 2010;10:3215-3233.
Not in our library
- 30.
Ilic B, Czaplewski D, Zalalutdinov M, Craighead HG, Neuzil P, Campagnolo C, Batt C. Single cell detection with micromechanical oscillators. J. Vac. Sci. Technol. B. 2001;19:2825-2828.
Not in our library
- 31.
Jankowska E, Reponen T, Willeke K, Grinshpun SA, Choi KJ. Collection of fungal spores on air filters and spore reentrainment from filters into air. J. Aerosol Sci. 2000;31:969-978.
Not in our library
- 32.
Koistinen KJ, Edwards RD, Mathys P, Ruuskanen J, Künzli N, Jantunen MJ. Sources of fine particulate matter in personal exposures and residential indoor, residential outdoor and workplace microenvironments in the Helsinki phase of the EXPOLIS study. Scand. J. Work Environ. Health. 2004;30(Suppl. 2):36-46.
Not in our library
- 33.
Lee SA, Adhikari A, Grinshpun SA, McKay R, Shukla R, Zeigler HL, Reponen T. Respiratory protection provided by N95 filtering facepiece respirators against airborne dust and microorganisms in agricultural farms. J. Occup. Environ. Hyg. 2005;2:577-585.
Not in our library10.1080/15459620500330583
- 34.
Lee ZM-P, Bussema C, Schmidt TM. rrnDB: documenting the number of rRNA and tRNA genes in bacteria and archaea. Nucleic Acid Res. 2009;37:D489-D493.
Not in our library10.1093/nar/gkn689
- 35.
Li DW, Kendrick B. A year-round comparison of fungal spores in indoor and outdoor air. Mycologia. 1995;87:190-195.
Not in our library
- 36.
Lidwell OM, Noble WC, Dolphin GW. The use of radiation to estimate the numbers of micro-organisms in air-borne particles. J. Hyg. 1959;57:299-308.
Not in our library10.1017/s0022172400020167
- 37.
Lighthart B. The ecology of bacteria in the alfresco atmosphere. FEMS Microbiol. Ecol. 1997;23:263-274.
Not in our library
- 38.
Liu DL, Nazaroff WW. Modeling pollutant penetration across building envelopes. Atmos. Environ. 2001;35:4451-4462.
Not in our library
- 39.
Liu Z, Lozupone C, Hamady M, Bushman FD, Knight R. Short pyrosequencing reads suffice for accurate microbial community analysis. Nucleic Acids Res. 2007;35:e120.
Not in our library10.1093/nar/gkm541
- 40.
Mackintosh CA, Lidwell OM, Towers AG, Marples RR. The dimensions of skin fragments dispersed into the air during activity. J. Hyg. 1978;81:471-479.
Not in our library10.1017/s0022172400025341
Cited by papers we hold 8
- Characterization of the total and viable bacterial and fungal communities associated with the International Space Station surfaces · 2019No notice
- Sources of airborne microorganisms in the built environment · 2015No notice
- Humans differ in their personal microbial cloud · 2015No notice
- Architectural Design Drives the Biogeography of Indoor Bacterial Communities · 2014No notice
- Indoor airborne bacterial communities are influenced by ventilation, occupancy, and outdoor air source · 2013No notice
- Aerobiology and Its Role in the Transmission of Infectious Diseases · 2013No notice
- Home Life: Factors Structuring the Bacterial Diversity Found within and between Homes · 2013No notice
- Human Occupancy as a Source of Indoor Airborne Bacteria · 2012No notice
Reads
Read by people on this page
None yet.
Checked or read by AI through naulon
None yet.
A person counts once a day per paper. We keep no cookie and no address: a reader is a hash that changes every day. Any month under five reads shows no number.
Are you an author?
Is this your paper?
Claim it to add your note and be paid when agents cite it. Free.