Abstract
Grass pollen is the world’s most harmful outdoor aeroallergen. However, it is unknown how airborne pollen assemblages change across time and space. Human sensitivity varies between different species of grass that flower at different times, but it is not known whether temporal turnover in species composition match terrestrial flowering or whether species richness steadily accumulates over the grass pollen season. Here, using targeted, high-throughput sequencing, we demonstrate that all grass genera displayed discrete, temporally restricted peaks of incidence, which varied with latitude and longitude throughout Great Britain, revealing that the taxonomic composition of grass pollen exposure changes substantially across the grass pollen season.
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Data availability
All sequence data are available at the Sequence Read Archive (SRA) using the project accession number SUB4136142. Archived sequence data were used to generate Fig. 2 and Supplementary Figs. 1–6, 8–10). Data on first flowering dates used in Supplementary Fig. 5 were obtained from Nature’s Calendar, Woodland Trust and are available upon request. The sequence analysis pipeline is available at https://github.com/colford/nbgw-plant-illumina-pipeline.
References
Blackley, C. H. Experimental Researches on the Causes and Nature of Catarrhus Æstivus (hay-fever Or Hay-asthma) (Bailliere, 1873).
Marks, G., Pearce, N., Strachan, D. & Asher, I. The Global Asthma Report 2014 16–21 (Global Asthma Network, 2014).
Bauchau, V. Eur. Respir. J. 24, 758–764 (2004).
Bousquet, P.-J. et al. Allergy 62, 301–309 (2007).
García‐Mozo, H. Allergy 72, 1849–1858 (2017).
Emberlin, J. et al. Aerobiologia 16, 373–379 (2000).
Emberlin, J. et al. Grana 33, 94–99 (1994).
Mander, L., Li, M., Mio, W., Fowlkes, C. C. & Punyasena, S. W. Proc. R. Soc. Lond. B 280, 20131905 (2013).
Kmenta, M. et al. World Allergy Organ. J. 10, 31 (2017).
Cope, C. & Gray, A. Grasses of the British Isles (Botanical Society of the British Isles, 2009)..
Estrella, N., Menzel, A., Krämer, U. & Behrendt, H. Int. J. Biometeorol. 51, 49–59 (2006).
Skjøth, C. A., Sommer, J., Stach, A., Smith, M. & Brandt, J. Clin. Exp. Allergy 37, 1204–1212 (2008).
McInnes, R. N. et al. Sci. Total Environ. 599–600, 483–499 (2017).
van Ree, R., van Leeuwen, W. A. & Aalberse, R. C. J. Allergy Clin. Immunol. 102, 184–190 (1998).
Petersen, A. et al. J. Allergy Clin. Immunol. 107, 856–862 (2001).
Jung, S. et al. PLoS ONE 13, 1–12 (2018).
Moingeon, P., Peltre, G. & Bergmann, K.-C. Clin. Exp. Allergy Rev. 8, 12–14 (2008).
de Weger, L. A. et al. Clin. Transl. Allergy 1, 18 (2011).
Kraaijeveld, K. et al. Mol. Ecol. Resour. 15, 8–16 (2015).
Korpelainen, H. & Pietiläinen, M. Nord. J. Bot. 35, 602–608 (2017).
Deiner, K. et al. Mol. Ecol. 26, 5872–5895 (2017).
Creer, S. et al. Methods Ecol. Evol. 7, 1008–1018 (2016).
de Vere, N. et al. PLoS ONE 7, e37945 (2012).
England, P. H. GP In-Hours Consultations Bulletin: 25 August 2016 Week 33 (PHE Real-time Syndromic Surveillance Team, 2016).
Frame, J. & Laidlaw, A. S. Improved Grassland Management (The Crowood Press, 2011).
RGCL. Recommended Grass and Clover Lists (British Grassland Society, 2017).
Rousseau, D.-D. et al. Geophys. Res. Lett. 30, 1765 (2003).
D'Amato, G. et al. Allergy 62, 976–990 (2007).
West, J. S. & Kimber, R. B. E. Ann. Appl. Biol. 166, 4–17 (2015).
Hirst, J. M. Ann. App. Biol. 39, 257–265 (1952).
Adams-Groom, B., Emberlin, J., Corden, J., Millington, W. & Mullins, J. Aerobiologia 18, 117–123 (2002).
Skjøth, C. A., Baker, P., Sadyś, M. & Adams-Groom, B. Urban Climate 14, 414–428 (2015).
Galán, C. et al. Aerobiologia 33, 293–295 (2017).
Hawkins, J. et al. PLoS ONE 10, e0134735 (2015).
Kress, W. J. & Erickson, D. L. PLoS ONE 2, e508 (2007).
Miya, M. et al. R. Soc. Open Sci. 2, 150088 (2015).
de Vere, N. et al. Sci. Rep. 7, 42838 (2017).
Bolger, A. M., Lohse, M. & Usadel, B. Bioinformatics 30, 2114–2120 (2014).
Magoč, T. & Salzberg, S. L. Bioinformatics 27, 2957–2963 (2011).
Stace, C. New Flora of the British Isles (Cambridge Univ. Press, 2010).
Camacho, C. et al. BMC Bioinformatics 10, 421 (2008).
Wang, Y., Naumann, U., Wright, S. T. & Warton, D. I. Methods Ecol. Evol. 3, 471–474 (2012).
McMurdie, P. J. & Holmes, S. PLoS Comput. Biol. 10, e1003531 (2014).
Dixon, P. J. Veg. Sci. 14, 927–930 (2003).
Acknowledgements
We thank J. Kenny, P. Koldkjær, R. Gregory and A. Lucaci for sequencing support; J. Winn for ArcGIS assistance with Fig. 1; W. Grail and the technical support staff at Bangor University; the Botanic Gardens Conservation International (BGCI) for access to the list of plant collections in the National Gardens in the United Kingdom and Ireland; the Met Office network for providing additional observational grass pollen count data; the Woodland Trust and the Centre for Ecology & Hydrology for supplying the UK Phenology Network data and the citizen scientists who have contributed to the latter scheme. We acknowledge the computational services and support of the Supercomputing Wales project, which is part-funded by the European Regional Development Fund (ERDF) via Welsh Government. This work was supported by the Natural Environment Research Council (https://nerc.ukri.org/), awarded to S.C. (NE/N003756/1), C.A.S. (NE/N002431/1), N.J.O. (NE/N002105/1), and G.W.G., N.d.V. and M.H. (NE/N001710/1). IBERS Aberystwyth receives strategic funding from the BBSRC. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
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S.C., N.d.V., G.W.G., R.N.M., N.J.O., C.A.S., Y.C., B.W.W. and G.L.B. conceived and designed the study; B.A.-G., G.L.B., G.M.P., A.E., R.N., S.P., K.S. and N.S. collected samples and counted pollen; G.L.B. performed laboratory work, supported by S.C.; N.d.V., C.P., C.R.F., L.J., G.L.B and S.C. contributed methods; C.A. and D.B.R. contributed materials; C.P. and G.L.B. analysed the data; and G.L.B., C.P. and S.C. produced the first draft of the manuscript. All authors contributed substantially to the final submitted manuscript.
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Brennan, G.L., Potter, C., de Vere, N. et al. Temperate airborne grass pollen defined by spatio-temporal shifts in community composition. Nat Ecol Evol 3, 750–754 (2019). https://doi.org/10.1038/s41559-019-0849-7
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DOI: https://doi.org/10.1038/s41559-019-0849-7
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