Temporal profiling of sediment microbial communities in the Three Gorges Reservoir Area discovered time-dissimilarity patterns and multiple stable states

被引:7
作者
Gao, Yu [1 ]
Li, Yi [1 ]
Shang, Jiahui [1 ]
Zhang, Wenlong [1 ]
机构
[1] Hohai Univ, Coll Environm, Key Lab Integrated Regulat & Resource Dev Shallow, Minist Educ, Nanjing, Peoples R China
关键词
Microbial community; Sediment; Alternative stable states; Ecological pattern; Three Gorges Reservoir Area; BACTERIAL; DIVERSITY; BACTERIOPLANKTON; DYNAMICS; SHIFTS;
D O I
10.1016/j.watres.2024.121225
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Microbial communities play vital roles in cycling nutrients and maintaining water quality in aquatic ecosystems. To better understand the dynamics of microbial communities and to pave way to effective ecological remediation, it's essential to reveal the temporal patterns of the communities and to identify their states. However, research exploring the dynamic changes of microbial communities needs a large amount of time-series data, which could be an extravagant requirement for a single study. In this research, we overcame this challenge by conducting a meta-analysis of years of accumulations of 16S rRNA high-throughput sequencing data from the Three Gorges Reservoir Area (TGRA), an ecological and environmental hotspot. For better understanding the microbial communities time-dissimilarity dynamics, three microbial communities time-dissimilarity patterns were hypothesized, and the linear pattern in the TGRA was validated. In addition, to explore the stability of microbial communities in the TGRA, two alternative stable states were revealed, and their differences in community richness, alpha diversity indices, community composition, ecological network topological properties, and metabolic functions were demonstrated. In short, two states of microbial communities showed distinct richness and alpha diversity indices, and the communities in one state were more dominated by Halomonas and Nitrosopumilaceae genera, facilitating nitrogen cycling metabolic processes; whilst the main genera of the other state were Bathyarchaeia and Methanosaeta, which favored methane-related metabolism. Moreover, different studies and environmental differences between mainstream and tributaries were attributed as the potential inducing factors of the state division. Our study provides a comprehensive insight into the dynamics and stability of microbial communities in the TGRA, and a reference for future studies on microbial community dynamics.
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页数:11
相关论文
共 92 条
[1]   Enterotypes of the human gut microbiome [J].
Arumugam, Manimozhiyan ;
Raes, Jeroen ;
Pelletier, Eric ;
Le Paslier, Denis ;
Yamada, Takuji ;
Mende, Daniel R. ;
Fernandes, Gabriel R. ;
Tap, Julien ;
Bruls, Thomas ;
Batto, Jean-Michel ;
Bertalan, Marcelo ;
Borruel, Natalia ;
Casellas, Francesc ;
Fernandez, Leyden ;
Gautier, Laurent ;
Hansen, Torben ;
Hattori, Masahira ;
Hayashi, Tetsuya ;
Kleerebezem, Michiel ;
Kurokawa, Ken ;
Leclerc, Marion ;
Levenez, Florence ;
Manichanh, Chaysavanh ;
Nielsen, H. Bjorn ;
Nielsen, Trine ;
Pons, Nicolas ;
Poulain, Julie ;
Qin, Junjie ;
Sicheritz-Ponten, Thomas ;
Tims, Sebastian ;
Torrents, David ;
Ugarte, Edgardo ;
Zoetendal, Erwin G. ;
Wang, Jun ;
Guarner, Francisco ;
Pedersen, Oluf ;
de Vos, Willem M. ;
Brunak, Soren ;
Dore, Joel ;
Weissenbach, Jean ;
Ehrlich, S. Dusko ;
Bork, Peer .
NATURE, 2011, 473 (7346) :174-180
[2]   Environmental Drivers of Free-Living vs. Particle-Attached Bacterial Community Composition in the Mauritania Upwelling System [J].
Bachmann, Jennifer ;
Heimbach, Tabea ;
Hassenrueck, Christiane ;
Kopprio, German A. ;
Iversen, Morten Hvitfeldt ;
Grossart, Hans Peter ;
Gaerdes, Astrid .
FRONTIERS IN MICROBIOLOGY, 2018, 9
[3]   Geographic Patterns of Bacterioplankton among Lakes of the Middle and Lower Reaches of the Yangtze River Basin, China [J].
Bai, Chengrong ;
Cai, Jian ;
Zhou, Lei ;
Jiang, Xingyu ;
Hu, Yang ;
Dai, Jiangyu ;
Shao, Keqiang ;
Tang, Xiangming ;
Yang, Xiangdong ;
Gao, Guang .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2020, 86 (06)
[4]   METHANOGENS - RE-EVALUATION OF A UNIQUE BIOLOGICAL GROUP [J].
BALCH, WE ;
FOX, GE ;
MAGRUM, LJ ;
WOESE, CR ;
WOLFE, RS .
MICROBIOLOGICAL REVIEWS, 1979, 43 (02) :260-296
[5]  
Bastian M., 2009, 3 INT AAAI C WEBL SO
[6]  
Beisner BE, 2003, FRONT ECOL ENVIRON, V1, P376, DOI 10.1890/1540-9295(2003)001[0376:ASSIE]2.0.CO
[7]  
2
[8]   Time- and sediment depth-related variations in bacterial diversity and community structure in subtidal sands [J].
Boeer, Simone I. ;
Hedtkamp, Stefanie I. C. ;
van Beusekom, Justus E. E. ;
Fuhrman, Jed A. ;
Boetius, Antje ;
Ramette, Alban .
ISME JOURNAL, 2009, 3 (07) :780-791
[9]   Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2 [J].
Bolyen, Evan ;
Rideout, Jai Ram ;
Dillon, Matthew R. ;
Bokulich, NicholasA. ;
Abnet, Christian C. ;
Al-Ghalith, Gabriel A. ;
Alexander, Harriet ;
Alm, Eric J. ;
Arumugam, Manimozhiyan ;
Asnicar, Francesco ;
Bai, Yang ;
Bisanz, Jordan E. ;
Bittinger, Kyle ;
Brejnrod, Asker ;
Brislawn, Colin J. ;
Brown, C. Titus ;
Callahan, Benjamin J. ;
Caraballo-Rodriguez, Andres Mauricio ;
Chase, John ;
Cope, Emily K. ;
Da Silva, Ricardo ;
Diener, Christian ;
Dorrestein, Pieter C. ;
Douglas, Gavin M. ;
Durall, Daniel M. ;
Duvallet, Claire ;
Edwardson, Christian F. ;
Ernst, Madeleine ;
Estaki, Mehrbod ;
Fouquier, Jennifer ;
Gauglitz, Julia M. ;
Gibbons, Sean M. ;
Gibson, Deanna L. ;
Gonzalez, Antonio ;
Gorlick, Kestrel ;
Guo, Jiarong ;
Hillmann, Benjamin ;
Holmes, Susan ;
Holste, Hannes ;
Huttenhower, Curtis ;
Huttley, Gavin A. ;
Janssen, Stefan ;
Jarmusch, Alan K. ;
Jiang, Lingjing ;
Kaehler, Benjamin D. ;
Bin Kang, Kyo ;
Keefe, Christopher R. ;
Keim, Paul ;
Kelley, Scott T. ;
Knights, Dan .
NATURE BIOTECHNOLOGY, 2019, 37 (08) :852-857
[10]   Impacts of microbial assemblage and environmental conditions on the distribution of anatoxin-a producing cyanobacteria within a river network [J].
Bouma-Gregson, Keith ;
Olm, Matthew R. ;
Probst, Alexander J. ;
Anantharaman, Karthik ;
Power, Mary E. ;
Banfield, Jillian F. .
ISME JOURNAL, 2019, 13 (06) :1618-1634