Abstract
Microbiological studies on the intercontinental transport of dust are confounded by the difficulty of obtaining sufficient material for analysis. Axenic samples of dust collected at high altitudes or historic specimens in museums are often so small and precious that the material can only be sacrificed when positive results are assured. With this in mind, we evaluated current methods and developed new ones in an attempt to catalogue all microbes present in small dust or sand samples. The methods used included classical microbiological approaches in which sand extracts were plated out on a variety of different media, polymerase chain reaction (PCR)-based amplification of 16S/18S rRNA sequences followed by construction of clone libraries, PCR amplification of 16S rRNA sequences followed by high-throughput sequencing (HtS) of the products and direct HtS of DNA extracted from the sand. A representative sand sample collected at Bahaï Wadi in the desert of the Republic of Chad was used. HtS with or without amplification showed the most promise and can be performed on ≤100 ng DNA. Since living microbes are often required, current best practices would involve geochemical and microscopic characterisation of the sample, followed by DNA isolation and direct HtS. Once the microbial content of the sample has been deciphered, growth conditions (including media) can be tailored to isolate the micro-organisms of interest.
Similar content being viewed by others
References
Beck, A. (2002). Selektivität der Symbionten schwermetalltoleranter Flechten. Inaugural-dissertation, München, Germany, p. 196. ISBN: 3-9808102-0-8.
Beck, A., & Koop, H. U. (2001). Analysis of the photobiont population in lichens using a single-cell manipulator. Symbiosis, 31, 57–67.
Bourrelly, P. (1966). Les Algues d’Eau Douce. Initiation à la Systématique. Tome I: Les Algues Vertes (p. 511). Paris: Éditions N. Boubée & Cie.
Broughton, W. J., & Dilworth, M. J. (1971). Control of leghaemoglobin synthesis in snake beans. Biochemical Journal, 125, 1075–1080.
Broughton, W. J., & John, C. K. (1979). Rhizobia in tropical legumes III. Experimentation and supply in Malaysia 1927–1976. In W. J. Broughton, C. K. John, J. C. Rajaro, & B. Lim (Eds.), Soil microbiology and plant nutrition (pp. 113–136). Kuala Lumpur: University of Malaya Press.
Cole, J. R., Wang, Q., Cardenas, E., Fish, J., Chai, B., Farris, R. J., et al. (2009). The Ribosomal Database Project: Improved alignments and new tools for rRNA analysis. Nucleic Acids Research, 37, d141–d145.
Daniel, R. (2005). The metagenomics of soil. Nature Reviews Microbiology, 3, 470–478.
Delmont, T. O., Robe, P., Cecillon, S., Clark, I. M., Constancias, F., Simonet, P., et al. (2011). Accessing microbial diversity for soil metagenomic Studies. Applied and Environment Microbiology, 77, 1315–1324.
Engelstaedter, S., Tegen, I., & Washington, R. (2006). North African dust emissions and transport. Earth-Science Reviews, 79, 73–100.
Ettl, H., & Gärtner, G. (1995). Syllabus der Boden-, Luft- und Flechtenalgen (p. 721). Stuttgart: Gustav Fischer Verlag.
Favet, J., Lapanje, A., Giongo, A., Kennedy, S., Davis-Richardson, A. G., Brown, C., et al. (2012). Microbial hitchhikers on intercontinental dust—Catching a lift in Chad. ISME Journal (in preparation).
Frey, J. (2011). Classification des organismes: Bactéries. Etat juillet 2011. Office fédéral de l’environnement, Berne. L’environnement pratique no 1114, p. 204.
Giles, J. (2005). The dustiest place on earth. Nature, 434, 816–819.
Giongo, A., Crabb, D. B., Davis-Richardson, A. G., Chauliac, D., Mobberley, J. M., Gano, K. A., et al. (2010a). PANGEA: Pipeline for Analysis of Next GEneration Amplicons. ISME Journal, 4, 852–861.
Giongo, A., Davis-Richardson, A. G., Crabb, D. B., & Triplett, E. W. (2010b). TaxCollector: Tools to modify existing 16S rRNA databases for the rapid classification at six taxonomic levels. Diversity, 2, 1015–1025.
Gorbushina, A. A., Heyrman, J., Dornieden, T., Gonzalez-Delvalle, M., Krumbein, W. E., Laiz, L., et al. (2004). Bacterial and fungal diversity and biodeterioration problems in mural painting environments of St. Martins church (Greene-Kreiensen, Germany). International Biodeterioration and Biodegradation, 53, 13–24.
Gorbushina, A. A., Kort, R., Schulte, A., Lazarus, D., Schnetger, B., Brumsack, H. J., et al. (2007). Life in Darwin’s dust—Intercontinental transport and survival of microbes in the nineteenth century. Environmental Microbiology, 9, 2911–2922.
Griffin, D. W. (2007). Atmospheric movement of microorganisms in clouds of desert dust and implications for human health. Clinical Microbiology Reviews, 20, 459–477.
Griffin, D. W., Gonzalez, C., Teigell, N., Petrosky, T., Northup, D. E., & Lyles, M. (2011). Observations on the use of membrane filtration and liquid impingement to collect airborne microorganisms in various atmospheric environments. Aerobiologia, 27, 25–35.
Griffin, D. W., Kubilay, N., Kocak, M., Gray, M. A., Borden, T. C., & Shinn, E. A. (2007). Airborne desert dust and aeromicrobiology over the Turkish Mediterranean coastline. Atmospheric Environment, 41, 4050–4062.
Hirsch, P. R., Mauchline, T. H., & Clark, I. M. (2010). Culture-independent molecular techniques for soil microbial ecology. Soil Biology & Biochemistry, 42, 878–887.
Hoshina, R., Iwataki, M., & Imamura, N. (2010). Chlorella variabilis and Micractinium reisseri sp. nov. (Chlorellaceae, Trebouxiophyceae): Redescription of the endosymbiotic green algae of Paramecium bursaria (Peniculia, Oligohymenophorea) in the 120th year. Phycological Research, 58, 188–201.
Huang, X., Wang, J., Aluru, S., Yang, S. P., & Hillier, L. (2003). PCAP: A whole-genome assembly program. Genome Research, 13, 2164–2170.
Kellogg, C. A., & Griffin, D. W. (2006). Aerobiology and the global transport of desert dust. Trends in Ecology & Evolution, 21, 638–644.
Kennedy, S. (2009). Isolation of DNA and RNA from soil using two different methods optimized with Inhibitor Removal Technology® (IRT). Biotechniques, 19. doi:10.2144/000113290.
Lapanje, A., Zrimec, A., Drobne, D., & Rupnik, M. (2010). Long-term Hg pollution-induced structural shifts of bacterial community in the terrestrial isopod (Porcellio scaber) gut. Environmental Pollution, 158, 3186–3193.
Larena, I., Salazar, O., Gonzalez, V., Julian, M. C., & Rubio, V. (1999). Design of a primer for ribosomal DNA internal transcribed spacer with enhanced specificity for ascomycetes. Journal of Biotechnology, 75, 187–194.
Pueppke, S. G., & Broughton, W. J. (1999). Rhizobium sp. NGR234 and R. fredii USDA257 share exceptionally broad, nested host-ranges. Molecular Plant-Microbe Interaction, 12, 293–318.
Reasoner, D. J., & Geldreich, E. E. (1985). A new medium for the enumeration and subculture of bacteria from potable water. Applied and Environment Microbiology, 49, 1–7.
Schnetger, B. (1997). Trace element analysis of sediments by HR-ICP-MS using low and medium resolution and different acid digestions. Fresenius Journal for Analytical Chemistry, 359, 468–472.
Shao, Y.-P. (2008). Physics and modelling of wind erosion. (p. 452). Berlin: Springer Science + Business Media B.V.
Shao, Y.-P., Wyrwoll, K.-H., Chappell, A., Huang, J.-P., Lin, Z.-H., McTainsh, G. H., et al. (2011). Dust cycle: An emerging core theme in Earth system science. Aeolian Research, 2, 181–204.
Toepfer, I., Favet, J., Schulte, A., Schmölling, M., Butte, W., Triplett, E. W., Broughton, W. J., & Gorbushina, A. A. (2012). Pathogens as potential hitchhikers on intercontinental dust. Aerobiologia, 28, 221–231.
Whittaker, R. H., & Margulis, L. (1978). Protist classification and the kingdoms of organisms. BioSystems, 10, 3–18.
Winogradsky, M. S. (1925). Etudes sur la microbiologie du sol. Annales de l’Institut Pasteur, 34, 1–299.
Acknowledgments
We would especially like to thank Dr. Agathe Stricker of the International Committee of the Red Cross in Geneva, Switzerland, for organising the collection of the “Sandman” sample C3 from the Republic of Chad. We thank Dora Gerber, Michal Parkan, Luiz Roesch and Wolfgang Streit for their unstinting help. In Switzerland, this work was supported by the Fonds National Suisse de la Recherche Scientifique (Projects 3100AO-104097 and 3100A0-116858), the Département de l’Instruction Publique du Canton de Genève and the Université de Genève. Work in the United States of America was made possible by grants from the National Science Foundation (Number MCB-0454030) and the United States Department of Agriculture (Numbers 2005-35319-16300, 00067345).
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
10453_2012_9264_MOESM2_ESM.eps
Two litre “Leonard” jars planted with seedlings of Acacia albida, A. espinosa, A. saligna, A. schweinfurthii, A. tortilis and Vigna unguiculata (see Materials and methods). Panel A - jar inoculated with 1 g of sand from sample C3. Panel B - jar inoculated with 1 g sterile, quartz sand. Panel C – nodules on the roots of V. unguiculata. Panel D – nodules on the roots of A. espinosa. Panel E – nodules on the roots of A. albida. (EPS 18164 kb)
Rights and permissions
About this article
Cite this article
Giongo, A., Favet, J., Lapanje, A. et al. Microbial hitchhikers on intercontinental dust: high-throughput sequencing to catalogue microbes in small sand samples. Aerobiologia 29, 71–84 (2013). https://doi.org/10.1007/s10453-012-9264-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10453-012-9264-0