Abstract
Bioaerosols are reported to affect human health and cause chronic inflammation to the respiratory system, leading to its temporary or permanent damage. This study aims to perform the qualitative assessment of ambient air of Barrackpore, an industrial township of West Bengal, India, by analysing the airborne fungal spore diversity for two consecutive years. The spores of ambient air were trapped using Burkard 7-day volumetric sampler from June 2014 to May 2016. The association of major fungal taxa with environmental parameters was analysed by Spearman’s rank correlation coefficient and multiple regression analysis to identify the significant predictors. The daily average ambient fungal spore concentration was 3526.38 ± 2709.32 spores m−3. Ascospore, basidiospore, Periconia and Aspergillus/Penicillium spp. accounted for more than 65% of observed fungi, resulting in the major fungal taxa. A significant association of dominant fungi with meteorological parameters and air pollutants was observed. Additionally, stepwise multiple regression analysis pointed out that dewpoint, wind speed, particulate matter with an aerodynamic diameter ≤ 2.5(PM2.5) and atmospheric nitrogen dioxide concentration (NO2) are the significant predictors for dominant fungi. Analysis of daily ambient fungal spore concentration and determining their environmental determinants will give an insight into the ambient air quality of the residential area of Barrackpore, for the first time. The acquired data can be used to evaluate the health impact on the residents of an unevaluated industrial township of India.
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References
Adhikari, A., Reponen, T., Grinshpun, S. A., Martuzevicius, D., & LeMasters, G. (2006). Correlation of ambient inhalable bioaerosols with particulate matter and ozone: A two-year study. Environmental Pollution, 140(1), 16–28.
Aira, M. J., Rajo, F. J., Fernández-González, M., Carmen, S. C., Elvira-Rendueles, B., Abreu, I., et al. (2012). Spatial and temporal distribution of Alternaria spores in the Iberian Peninsula atmosphere, and meteorological relationships: 1993–2009. International Journal of Biometeorology, 57(2), 265–274.
Alghamdi, M., Shamy, M., Redal, M., Khoder, M., Awad, A., & Elserougy, S. (2014). Microorganisms associated particulate matter: A preliminary study. Science of The Total Environment, 479–480, 109–116.
Barui, N. C., & Chanda, S. (2000). Aeromycoflora in the Central Milk Dairy of Calcutta, India. Aerobiologia, 16, 367–372.
British Aerobiology Federation. (1995). Airborne pollens and spores. A guide to trapping and counting. Worcester: British Aerobiology Federation.
Chakrabarti, H. S., Das, S., & Gupta-Bhattacharya, S. (2012). Outdoor airborne fungal spora load in a suburb of Kolkata, India: Its variation, meteorological determinants and health impact. International Journal of Environmental Health Research, 22(1), 37–50.
Chakraborty, P., Gupta-Bhattacharya, S., & Chanda, S. (2003). Aeromycoflora of an agricultural farm in West Bengal, India: A five-year study (1994–1999). Grana, 42(4), 248–254.
Chao, H. J., Chan, C.-C., Rao, C. Y., Lee, C.-T., Chuang, Y.-C., Chiu, Y.-H., et al. (2012). The effects of transported Asian dust on the composition and concentration of ambient fungi in Taiwan. International Journal of Biometeorology, 56(2), 211–219.
Chen, B.-Y., Jasmine Chao, H., Wu, C.-F., Kim, H., Honda, Y., & Guo, Y. L. (2014). High ambient Cladosporium spores were associated with reduced lung function in schoolchildren in a longitudinal study. Science of The Total Environment, 481, 370–376.
Das, S., & Gupta-Bhattacharya, S. (2008). Enumerating outdoor aeromycota in suburban West Bengal, India, with reference to respiratory allergy and meteorological factors. Annals of Agricultural and Environmental Medicine, 15(1), 105–112.
Das, S., & Gupta-Bhattacharya, S. (2012). Monitoring and assessment of airborne fungi in Kolkata, India, by viable and non-viable air sampling methods. Environmental Monitoring and Assessment, 184(8), 4671–4684.
Denning, D. W., O'Driscoll, B. R., Hogaboam, C. M., Bowyer, P., & Niven, R. M. (2006). The link between fungi and severe asthma: A summary of the evidence. European Respiratory Journal, 27(3), 615–626.
Dey, D., Ghosal, K., & Bhattacharya, S. G. (2019). Aerial fungal spectrum of Kolkata, India, along with their allergenic impact on the public health: A quantitative and qualitative evaluation. Aerobiologia, 35, 15–25.
Ellis, M. B. (1971). Dematiaceous hyphomycetes. Surrey: Commonwealth Mycological Institute.
Elminir, H. K. (2005). Dependence of urban air pollutants on meteorology. Science of the Total Environment, 350, 225–237.
Fang, Z., Guo, W., Zhang, J., & Lou, X. (2019). Assemblages of culturable airborne fungi in a typical urban, tourism-driven center of Southeast China. Aerosol and Air Quality Research, 19(4), 820–831.
Fernández-Rodríguez, S., Tormo-Molina, R., Maya-Manzano, J., Silva-Palacios, I., & Gonzalo-Garijo, Á. (2014). Outdoor airborne fungi captured by viable and non-viable methods. Fungal Ecology, 7, 16–26.
Filali Ben Sidel, F., Bouziane, H., Kadiri, M., El haskouri, F., & del Mar trigo, M. (2017). Fungal spores of Cladosporium in the air of tetouan meteorological parameters and forecast models. International Journal of Environmental Sciences & Natural Resources, 3(2), 43–50.
Garaga, R., Avinash, C. K. R., & Kota, S. H. (2019). Seasonal variation of airborne allergenic fungal spores in ambient PM10—A study in Guwahati, the largest city of north-east India. Air Quality, Atmosphere & Health, 12(1), 11–20.
GBD MAPS Working Group. (2018). Burden of disease attributable to major air pollution sources in India. Special Report 21. Boston, MA: Health Effects Institute. Retrieved November 26, 2019, from https://www.healtheffects.org/system/files/GBD-MAPS-SpecRep21-India-revised_0.pdf. Posted in January 2018.
Gioulekas, D., Damialis, A., Balafoutis, C., Papakosta, D., Giouleka, P., & Patakas, D. (2004). Allergenic fungal spore records (15 Years) and relationship with meteorological parameters in Thessaloniki, Greece. Allergy & Clinical Immunology International—Journal of the World Allergy Organization, 16(2), 52–59.
Grinn-Gofroń, A. (2011). Airborne Aspergillus and Penicillium in the atmosphere of Szczecin, (Poland) (2004–2009). Aerobiologia, 27(1), 67–76.
Grinn-Gofroń, A., & Bosiacka, B. (2015). Effects of meteorological factors on the composition of selected fungal spores in the air. Aerobiologia, 31(1), 63–72.
Grinn-Gofroń, A., Bosiacka, B., Bednarz, A., & Wolski, T. (2018). A comparative study of hourly and daily relationships between selected meteorological parameters and airborne fungal spore composition. Aerobiologia, 34(1), 45–54.
Grinn-Gofroń, A., Strzelczak, A., & Wolski, T. (2011). The relationships between air pollutants, meteorological parameters and concentration of airborne fungal spores. Environmental Pollution, 159(2), 602–608.
Haas, D., Galler, H., Luxner, J., Zarfel, G., Buzina, W., Friedl, H., et al. (2013). The concentrations of culturable microorganisms in relation to particulate matter in urban air. Atmospheric Environment, 65, 215–222.
Harley, K. G., Macher, J. M., Lipsett, M., Duramad, P., Holland, N. T., Prager, S. S., et al. (2009). Fungi and pollen exposure in the first months of life and risk of early childhood wheezing. Thorax, 64(4), 353–358.
Hummel, M., Hoose, C., Gallagher, M., Healy, D. A., Huffman, J. A., O'Connor, D., et al. (2015). Regional-scale simulations of fungal spore aerosols using an emission parameterization adapted to local measurements of fluorescent biological aerosol particles. Atmospheric Chemistry and Physics, 15(11), 6127–6146.
Ianovici, N. (2016). Atmospheric concentrations of selected allergenic fungal spores in relation to some meteorological factors, in Timisoara (Romania). Aerobiologia, 32(1), 139–156.
Kallawicha, K., Chen, Y.-C., Chao, H., Shen, W.-C., Chen, B.-Y., Chuan, Y.-C., et al. (2017). Ambient fungal spore concentration in a subtropical metropolis: Temporal distributions and meteorological determinants. Aerosol and Air Quality Research, 17(8), 2051–2063.
Kant, S. (2013). Socio-economic dynamics of asthma. Indian Journal of Medical Research, 138(4), 446–448.
Korzun, W., Hall, J., & Sauer, R. (2008). The effect of ozone on common environmental fungi. Clinical Laboratory Science, 21(2), 107–111.
Koul, P., & Patel, D. (2015). Indian guidelines for asthma: Adherence is the key. Lung India, 32(7), 1–2.
Landau, S., & Everitt, B. S. (2003). A handbook of statistical analyses using SPSS. London: CRC Press Company.
Li, D.-W., & Kendrick, B. (1995). A year-round study on functional relationships of airborne fungi with meteorological factors. International Journal of Biometeorology, 39(2), 74–80.
Lighthart, B. (1973). Survival of airborne bacteria in a high urban concentration of carbon monoxide. Applied Microbiology, 25(1), 86–91.
Liu, H., Hu, Z., Zhou, M., Hu, J., Yao, X., Zhang, H., et al. (2019). The distribution variance of airborne microorganisms in urban and rural environments. Environmental Pollution, 247, 898–906.
Magyar, D., Frenguelli, G., Bricchi, E., Tedeschini, E., Csontos, P., Li, D.-W., et al. (2009). The biodiversity of air spora in an Italian vineyard. Aerobiologia, 25, 99–109.
Mansfield, P. J., Bell, J. N. B., McLeod, A. R., & Wheeler, B. E. J. (1991). Effects of sulphur dioxide on the development of fungal diseases of winter barley in an open-air fumigation system. Agriculture, Ecosystems & Environment, 33(3), 215–232.
Matthias-Maser, S., & Jaenicke, R. (2000). The size distribution of primary biological aerosol particles in the multiphase atmosphere. Aerobiologia, 16(2), 207–210.
NAB. (2019). NAB Pollen Counts. Retrieved October 14, 2019, from https://www.aaaaiorg/global/nab-pollen-countsaspx.
Oliveira, M., Ribeiro, H., Delgado, J. L., & Abreu, I. (2009). The effects of meteorological factors on airborne fungal spore concentration in two areas differing in urbanisation level. International Journal of Biometeorology, 53(1), 61–73.
Ponce-Caballero, C., Gamboa-Marrufo, M., López-Pacheco, M., Cerón-Palma, I., Quintal-Franco, C., Giácoman-Vallejos, G., et al. (2013). Seasonal variation of airborne fungal propagules indoor and outdoor of domestic environments in Mérida, Mexico. Atmósfera, 26(3), 369–377.
Querol, X., Alastuey, A., Rodriguez, S., Plana, F., Mantilla, E., & Ruiz, C. R. (2001). Monitoring of PM10 and PM2.5 around primary particulate anthropogenic emission sources. Atmospheric Environment, 35(5), 845–858.
Quintero, E., Rivera-Mariani, F., & Bolaños-Rosero, B. (2010). Analysis of environmental factors and their effects on fungal spores in the atmosphere of a tropical urban area (San Juan, Puerto Rico). Aerobiologia, 26(2), 113–124.
Rapilly, F. (1991). Épidémiologieenpathologievégétale. Mycoses aériennes. Versailles: Éditions Quae.
Reinmuth-Selzle, K., Kampf, C. J., Lucas, K., Lang-Yona, N., Fröhlich-Nowoisky, J., Shiraiwa, M., et al. (2017). Air pollution and climate change effects on allergies in the anthropocene: Abundance, interaction, and modification of allergens and adjuvants. Environmental Science & Technology, 51(8), 4119–4141.
Rieux, A., Soubeyrand, S., Bonnot, F., Klein, E. K., Ngando, J. E., Mehl, A., et al. (2014). Long-distance wind-dispersal of spores in a fungal plant pathogen: Estimation of anisotropic dispersal kernels from an extensive field experiment. PLoS ONE, 9(8), e103225–e103225.
Roy, S., Chakraborty, A., Maitra, S., & Bhattacharya, K. (2017). Monitoring of airborne fungal spore load in relation to meteorological factors, air pollutants and allergic symptoms in Farakka, an unexplored bio-zone of eastern India. Environmental Monitoring and Assessment, 189(8), 370.
Sadyś, M., Adams-Groom, B., Herbert, R. J., & Kennedy, R. (2016). Comparisons of fungal spore distributions using air sampling at Worcester, England (2006–2010). Aerobiologia, 32(4), 619–634.
Savi, G. D., & Scussel, V. M. (2014). Effects of ozone gas exposure on toxigenic fungi species from Fusarium, Aspergillus, and Penicillium genera. Ozone: Science & Engineering, 36(2), 144–152.
Ščevková, J., Hrabovský, M., Kováč, J., & Rosa, S. (2019). Intradiurnal variation of predominant airborne fungal spore biopollutants in the Central European urban environment. Environmental Science and Pollution Research, 26(33), 34603–34612.
Shukla, S., & Shukla, R. V. (2011). Air borne fungal spores in the atmosphere of industrial town Korba-Chhattisgarh, India. Microbiology Journal, 1(1), 33–39.
Singh, A. B., & Dahiya, P. (2008). Aerobiological researches on pollen and fungi in India during the last fifty years: An overview. Indian Journal of Allergy and Asthma Immunology, 22(1), 27–38.
Smith, G., Allsopp, D., Onions, A. H. S., & Eggins, H. O. W. (1981). Smith's introduction to industrial mycology (7th ed.). London: Edward Arnold.
Sommer, N. F., Fortlage, R. J., Buchanan, J. R., & Kader, A. A. (1981). Effect of oxygen on carbon monoxide suppression of postharvest pathogens of fruits. Plant Disease, 65(4), 347–349.
Sreeramulu, T. (1959). The diurnal and seasonal periodicity of spores of certain pathogens in the air. Transactions of the British Mycological Society, 42(2), 177–184.
Stevens, J. (1996). Applied multivariate statistics for the social sciences (3rd ed.). Mahwah, NJ: Lawrence Erlbaum Associates, Publishers.
Troutt, C., & Levetin, E. (2001). Correlation of spring spore concentrations and meteorological conditions in Tulsa, Oklahoma. International Journal of Biometeorology, 45(2), 64–74.
Twaroch, T. E., Curin, M., Valenta, R., & Swoboda, I. (2015). Mold allergens in respiratory allergy: From structure to therapy. Allergy, Asthma & Immunology Research, 7(3), 205–220.
Väkevä, M., Hämeri, K., Kulmala, M., Lahdes, R., Ruuskanen, J., & Laitinen, T. (1999). Street level versus rooftop concentrations of submicron aerosol particles and gaseous pollutants in an urban street canyon. Atmospheric Environment, 33(9), 1385–1397.
Viana, M., Querol, X., & Alastuey, A. (2006). Chemical characterisation of PM episodes in NE Spain. Chemosphere, 62(6), 947–956.
Womiloju, T. O., Miller, J. D., Mayer, P. M., & Brook, J. R. (2003). Methods to determine the biological composition of particulate matter collected from outdoor air. Atmospheric Environment, 37(31), 4335–4344.
Yan, D., Zhang, T., Su, J., Zhao, L.-L., Wang, H., Fang, X.-M., et al. (2016). Diversity and composition of airborne fungal community associated with particulate matters in Beijing during haze and non-haze days. Frontiers in Microbiology, 7, 487.
Zhang, T., Engling, G., Chan, C.-Y., Zhang, Y.-N., Zhang, Z.-S., Lin, M., et al. (2010). Contribution of fungal spores to particulate matter in a tropical rainforest. Environmental Research Letters, 5(2), 024010.
Acknowledgements
This work is financially supported by the Department of Science and Technology, Government of India (Grant No. DST/INSPIRE Fellowship/2013/1103). The authors are thankful to the Director of the Bose Institute for providing the infrastructural facility. Sincere thanks to Chanchal Chakraborty, Soumyo Subhra Gupta, Jadab Kumar Ghosh, Kaberi Ghosh, Ashish Bera and all lab members for their technical support.
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Roy, S., Gupta Bhattacharya, S. Airborne fungal spore concentration in an industrial township: distribution and relation with meteorological parameters. Aerobiologia 36, 575–587 (2020). https://doi.org/10.1007/s10453-020-09653-9
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DOI: https://doi.org/10.1007/s10453-020-09653-9