TY - JOUR
T1 - Differential structure and functional gene response to geochemistry associated with the suspended and attached shallow aquifer microbiomes from the Illinois Basin, IL
AU - Dong, Yiran
AU - Sanford, Robert A.
AU - Connor, Lynn
AU - Chee-Sanford, Joanne
AU - Wimmer, Bracken T.
AU - Iranmanesh, Abbas
AU - Shi, Liang
AU - Krapac, Ivan G.
AU - Locke, Randall A.
AU - Shao, Hongbo
N1 - Funding Information:
The Midwest Geological Sequestration Consortium is funded by the U.S. Department of Energy through the National Energy Technology Laboratory (NETL) via the Regional Carbon Sequestration Partnership Program (contract number DE-FC26-05NT42588) and by a cost share agreement with the Illinois Department of Commerce and Economic Opportunity, Office of Coal Development, through the Illinois Clean Coal Institute. YD and LS were supported by National Natural Science Foundation of China under the contract 41877321, 92051111 and 91851211. We appreciate the technical support from Mark Band (University of Illinois Urbana Champaign) and instructive discussion with Ye Deng (Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, China) and Chris Field (University of Illinois Urbana Champaign, U. S.).
Funding Information:
The Midwest Geological Sequestration Consortium is funded by the U.S. Department of Energy through the National Energy Technology Laboratory (NETL) via the Regional Carbon Sequestration Partnership Program (contract number DE-FC26-05NT42588 ) and by a cost share agreement with the Illinois Department of Commerce and Economic Opportunity, Office of Coal Development, through the Illinois Clean Coal Institute. YD and LS were supported by National Natural Science Foundation of China under the contract 41877321 , 92051111 and 91851211 . We appreciate the technical support from Mark Band (University of Illinois Urbana Champaign) and instructive discussion with Ye Deng (Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences , China) and Chris Field (University of Illinois Urbana Champaign, U. S.).
Publisher Copyright:
© 2021
PY - 2021/9/1
Y1 - 2021/9/1
N2 - Despite the clear ecological significance of the microbiomes inhabiting groundwater and connected ecosystems, our current understanding of their habitats, functionality, and the ecological processes controlling their assembly have been limited. In this study, an efficient pipeline combining geochemistry, high-throughput FluidigmTM functional gene amplification and sequencing was developed to analyze the suspended and attached microbial communities inhabiting five groundwater monitoring wells in the Illinois Basin, USA. The dominant taxa in the suspended and the attached microbial communities exhibited significantly different spatial and temporal changes in both alpha- and beta-diversity. Further analyses of representative functional genes affiliated with N2 fixation (nifH), methane oxidation (pmoA), and sulfate reduction (dsrB, and aprA), suggested functional redundancy within the shallow aquifer microbiomes. While more diversified functional gene taxa were observed for the suspended microbial communities than the attached ones except for pmoA, different levels of changes over time and space were observed between these functional genes. Notably, deterministic and stochastic ecological processes shaped the assembly of microbial communities and functional gene reservoirs differently. While homogenous selection was the prevailing process controlling assembly of microbial communities, the neutral processes (e.g., dispersal limitation, drift and others) were more important for the functional genes. The results suggest complex and changing shallow aquifer microbiomes, whose functionality and assembly vary even between the spatially proximate habitats and fractions. This research underscored the importance to include all the interface components for a more holistic understanding of the biogeochemical processes in aquifer ecosystems, which is also instructive for practical applications.
AB - Despite the clear ecological significance of the microbiomes inhabiting groundwater and connected ecosystems, our current understanding of their habitats, functionality, and the ecological processes controlling their assembly have been limited. In this study, an efficient pipeline combining geochemistry, high-throughput FluidigmTM functional gene amplification and sequencing was developed to analyze the suspended and attached microbial communities inhabiting five groundwater monitoring wells in the Illinois Basin, USA. The dominant taxa in the suspended and the attached microbial communities exhibited significantly different spatial and temporal changes in both alpha- and beta-diversity. Further analyses of representative functional genes affiliated with N2 fixation (nifH), methane oxidation (pmoA), and sulfate reduction (dsrB, and aprA), suggested functional redundancy within the shallow aquifer microbiomes. While more diversified functional gene taxa were observed for the suspended microbial communities than the attached ones except for pmoA, different levels of changes over time and space were observed between these functional genes. Notably, deterministic and stochastic ecological processes shaped the assembly of microbial communities and functional gene reservoirs differently. While homogenous selection was the prevailing process controlling assembly of microbial communities, the neutral processes (e.g., dispersal limitation, drift and others) were more important for the functional genes. The results suggest complex and changing shallow aquifer microbiomes, whose functionality and assembly vary even between the spatially proximate habitats and fractions. This research underscored the importance to include all the interface components for a more holistic understanding of the biogeochemical processes in aquifer ecosystems, which is also instructive for practical applications.
KW - Community assembly
KW - Functional genes
KW - Multiplex PCR
KW - Shallow aquifer microbiomes
KW - Suspended vs attached microbial communities
KW - Temporal-spatial affects
UR - http://www.scopus.com/inward/record.url?scp=85111053652&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85111053652&partnerID=8YFLogxK
U2 - 10.1016/j.watres.2021.117431
DO - 10.1016/j.watres.2021.117431
M3 - Article
C2 - 34320445
AN - SCOPUS:85111053652
SN - 0043-1354
VL - 202
JO - Water Research
JF - Water Research
M1 - 117431
ER -