Microbial diversity;
Cyanobacterial bloom;
Sediment;
Water;
Co -occurrence patterns;
Community assembly;
TAIHU;
MICROCYSTIS;
GROWTH;
D O I:
10.1016/j.scitotenv.2023.168207
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Cyanobacterial bloom caused by eutrophication in lakes has become one of the significant environmental problems worldwide. However, a notable research gap persists in understanding the environmental adaptation and community assembly of microbial dynamics in response to different blooming stages. Therefore, metagenomic sequencing was employed in this study to investigate alterations in the microbial community composition in water and sediment during different stages of cyanobacterial blooms in Lake Taihu. The results indicated significant spatiotemporal variations in physicochemical parameters across the early, medium, and late stages of a complete cyanobacteria bloom cycle. Diversity analysis further revealed that the temporal differences in the microbial community were substantially greater than spatial variations. Notably, during the medium-blooming stages in water, Microcystis emerged as the predominant detected cyanobacteria genus. Interestingly, the content of superoxide dismutase (SOD), malondialdehyde (MDA), and catalase (CAT) in sediment exceeded those in water by over 10 times, indicating that sediment-dwelling Cyanobacteria might constitute a crucial source of water blooms. Moreover, dissolved oxygen, pH, and water temperature were identified as the most influential environmental variables shaping the microbial community in the water. Stochasticity emerged as a prominent factor governing microbial community assembly across different bloom periods. Meanwhile, co-occurrence patterns suggested fewer interactions and instability between species in medium-blooming stages. Notably, the potential keystone phyla occupied crucial ecological niches. This research carries significant theoretical implications for managing cyanobacterial blooms in freshwater ecosystems.
机构:
Univ Tsukuba, Grad Sch Life & Environm Sci, Ibaraki, JapanUniv Tsukuba, Grad Sch Life & Environm Sci, Ibaraki, Japan
Qian, Yilin
Okano, Kunihiro
论文数: 0引用数: 0
h-index: 0
机构:
Akita Prefectural Univ, Fac Bioresource Sci, Dept Biol Environm, Akita, JapanUniv Tsukuba, Grad Sch Life & Environm Sci, Ibaraki, Japan
Okano, Kunihiro
Kodato, Miwa
论文数: 0引用数: 0
h-index: 0
机构:
Toyo Univ, Fac Life Sci, Gunma, JapanUniv Tsukuba, Grad Sch Life & Environm Sci, Ibaraki, Japan
Kodato, Miwa
Arai, Michiko
论文数: 0引用数: 0
h-index: 0
机构:
Toyo Univ, Fac Life Sci, Gunma, JapanUniv Tsukuba, Grad Sch Life & Environm Sci, Ibaraki, Japan
Arai, Michiko
Yanagiya, Takeru
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tsukuba, Grad Sch Life & Environm Sci, Ibaraki, JapanUniv Tsukuba, Grad Sch Life & Environm Sci, Ibaraki, Japan
Yanagiya, Takeru
Li, Qintong
论文数: 0引用数: 0
h-index: 0
机构:
Toyo Univ, Fac Life Sci, Gunma, JapanUniv Tsukuba, Grad Sch Life & Environm Sci, Ibaraki, Japan
Li, Qintong
Amano, Chie
论文数: 0引用数: 0
h-index: 0
机构:
Toyo Univ, Fac Life Sci, Gunma, Japan
Univ Vienna, Dept Funct & Evolutionary Ecol, Vienna, AustriaUniv Tsukuba, Grad Sch Life & Environm Sci, Ibaraki, Japan
Amano, Chie
Ruike, Kakeru
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tsukuba, Fac Life & Environm Sci, Ibaraki, JapanUniv Tsukuba, Grad Sch Life & Environm Sci, Ibaraki, Japan
机构:
Southeast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Wuxi Environm Monitoring Ctr, Wuxi, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Zhang, Junyi
Zhu, Congming
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, MOE Key Lab Bioinformat, Bioinformat Div, Ctr Synthet & Syst Biol,TNLIST, Beijing, Peoples R China
Tsinghua Univ, Dept Automat, Beijing, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Zhu, Congming
Guan, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Guan, Rui
Xiong, Zhipeng
论文数: 0引用数: 0
h-index: 0
机构:
Wuxi Metagene Sci & Technol Co Ltd, Lake Taihu Cyanobacterial Blooms Res Inst, Wuxi, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Xiong, Zhipeng
Zhang, Wen
论文数: 0引用数: 0
h-index: 0
机构:
China Environm Protect Fdn, Beijing, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Zhang, Wen
Shi, Junzhe
论文数: 0引用数: 0
h-index: 0
机构:
Wuxi Environm Monitoring Ctr, Wuxi, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Shi, Junzhe
Sheng, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Wuxi Environm Monitoring Ctr, Wuxi, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Sheng, Yi
Zhu, Bingchuan
论文数: 0引用数: 0
h-index: 0
机构:
Wuxi Environm Monitoring Ctr, Wuxi, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Zhu, Bingchuan
Tu, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Tu, Jing
Ge, Qinyu
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Ge, Qinyu
Chen, Ting
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, MOE Key Lab Bioinformat, Bioinformat Div, Ctr Synthet & Syst Biol,TNLIST, Beijing, Peoples R China
Tsinghua Univ, Dept Automat, Beijing, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
Chen, Ting
Lu, Zuhong
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R ChinaSoutheast Univ, State Key Lab Bioelect, Sch Biol Sci & Med Engn, Nanjing, Jiangsu, Peoples R China
机构:
Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Univ Oklahoma, Dept Microbiol & Plant Biol, Norman, OK 73019 USAHohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Zhao, Dayong
Cao, Xinyi
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Nanjing 210008, Jiangsu, Peoples R ChinaHohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Cao, Xinyi
Huang, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Nanjing 210008, Jiangsu, Peoples R ChinaHohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Huang, Rui
Zeng, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Nanjing 210008, Jiangsu, Peoples R ChinaHohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Zeng, Jin
Shen, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Nanjing 210008, Jiangsu, Peoples R ChinaHohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Shen, Feng
Xu, Huimin
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Nanjing 210008, Jiangsu, Peoples R ChinaHohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Xu, Huimin
Wang, Sichen
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Nanjing 210008, Jiangsu, Peoples R ChinaHohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Wang, Sichen
He, Xiaowei
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Nanjing 210008, Jiangsu, Peoples R ChinaHohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
He, Xiaowei
Yu, Zhongbo
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R ChinaHohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
机构:
Univ Oklahoma, Inst Environm Genom, Dept Microbiol & Plant Biol, Norman, OK 73019 USA
No Arizona Univ, ECOSS, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USAUniv Oklahoma, Inst Environm Genom, Dept Microbiol & Plant Biol, Norman, OK 73019 USA
Liu, Xiao Jun Allen
Hayer, Michaela
论文数: 0引用数: 0
h-index: 0
机构:
No Arizona Univ, ECOSS, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USAUniv Oklahoma, Inst Environm Genom, Dept Microbiol & Plant Biol, Norman, OK 73019 USA
Hayer, Michaela
Mau, Rebecca L.
论文数: 0引用数: 0
h-index: 0
机构:
No Arizona Univ, ECOSS, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USAUniv Oklahoma, Inst Environm Genom, Dept Microbiol & Plant Biol, Norman, OK 73019 USA
Mau, Rebecca L.
Schwartz, Egbert
论文数: 0引用数: 0
h-index: 0
机构:
No Arizona Univ, ECOSS, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USAUniv Oklahoma, Inst Environm Genom, Dept Microbiol & Plant Biol, Norman, OK 73019 USA
Schwartz, Egbert
Dijkstra, Paul
论文数: 0引用数: 0
h-index: 0
机构:
No Arizona Univ, ECOSS, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USAUniv Oklahoma, Inst Environm Genom, Dept Microbiol & Plant Biol, Norman, OK 73019 USA
Dijkstra, Paul
Hungate, Bruce A.
论文数: 0引用数: 0
h-index: 0
机构:
No Arizona Univ, ECOSS, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USAUniv Oklahoma, Inst Environm Genom, Dept Microbiol & Plant Biol, Norman, OK 73019 USA