title: Variations in Bacterial Community in a Temperate Lake Associated with an Agricultural Watershed.
abstract: Terrestrially derived carbon and nutrients are washed into lakes, providing nutritional drivers for both microbial heterotrophy and phototrophy. Changes in the quantity and diversity of carbon and nutrients exported from watersheds in response to alterations in long-term land use have led to a need for evaluation of the linkage between watershed-exported carbon and nutrients and bacterial community structure in watershed associated lakes. To learn more about these interactions, we investigated Muskrat Lake in Michigan, which has a well-defined moderately sized watershed dominated by agriculture. We measured the water chemistry, characterized the dissolved organic carbon, and determined the structure of the bacterial communities at the inlet and center of this lake (five depths per site) over the summer and fall of 2008. The lake had temporal and rain event-based fluctuations in water chemistry, as well as temporal and rain event-dependent shifts in bacterial communities as measured by terminal restriction fragment length polymorphism. Agricultural watershed inputs were observed in the lake during and after rain events. Terminal restriction fragment length polymorphism and 454 pyrosequencing of the bacterial communities indicated that there were differences over time and that the dominant phylotypes shifted between summer and late fall. Some populations (e.g., Polynucleobacter and Mycobacterium) increased during fall, while others (e.g., Gemmatimonas) diminished. Redundancy and partitioning analyses showed that water chemistry is highly correlated with variations in the bacterial community of the lake, which explained 34 % of the variations in the bacterial community. Dissolved organic carbon had the greatest effects on variations in the Muskrat Lake bacterial community (2 %). The results of this study provide information that will enable a better understanding of the interaction between the bacterial community of lakes and changes in chemical properties as a result of nutrient importation from the surrounding watershed.
authors.affiliation: Environmental Microbiology and Ecology Research Center, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, 401122, China. songliyan@cigit.ac.cn.|Department of Civil and Environmental Engineering, Michigan State University, East Lansing, MI, 48824, USA. songliyan@cigit.ac.cn.
authors.forename: Liyan
authors.initials: L
authors.lastname: Song
authors.affiliation: Environmental Microbiology and Ecology Research Center, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, 401122, China.
authors.forename: Lei
authors.initials: L
authors.lastname: Li
mesh_terms: D000383:Agriculture; D001419:Bacteria / Q000145:classification / Q000254:growth & development*; D044822:Biodiversity; D042521:Burkholderiaceae / Q000254:growth & development; D002244:Carbon / Q000032:analysis; D004269:DNA, Bacterial / Q000302:isolation & purification; D004784:Environmental Monitoring; D006863:Hydrogen-Ion Concentration; D060106:Lakes / Q000737:chemistry* / Q000382:microbiology*; D008824:Michigan; D015999:Multivariate Analysis; D009161:Mycobacterium / Q000254:growth & development; D009566:Nitrates / Q000032:analysis; D011891:Rain; D012621:Seasons; D017422:Sequence Analysis, DNA; D014871:Water Microbiology
chemical_list: D004269:DNA, Bacterial; D009566:Nitrates; D002244:Carbon
keywords: Agricultural watershed; Bacterial community; Dissolved organic carbon; Muskrat Lake; Water chemistry