Response of dissolved organic matter and bacterial community to anthropogenic disturbances in a plateau lake

被引:0
作者
Meng, Yue [1 ,2 ]
Jiang, Xin [1 ,2 ]
Li, Yue [3 ]
Qing, Chun [1 ,2 ]
Long, Xingyu [4 ]
Xia, Pinhua [1 ,2 ]
机构
[1] Guizhou Normal Univ, Guizhou Prov Key Lab Informat Syst Mountainous Are, Guiyang, Peoples R China
[2] Guizhou Key Lab Plateau Wetland Conservat & Restor, Guiyang, Peoples R China
[3] Guizhou Caohai Natl Nat Reserve Management Comm, Bijie, Guizhou, Peoples R China
[4] Guizhou Normal Univ, Sch Chem & Mat Sci, Guiyang, Peoples R China
关键词
anthropogenic disturbances; assembly process; dissolved organic matter; microbiome; lake; FLUORESCENCE SPECTROSCOPY; WATER-QUALITY; WASTE-WATER; RIVERS; COMPETITION; ADSORPTION; NITROGEN; IMPACT; CARBON; ROLES;
D O I
10.3389/fmicb.2025.1554202
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Introduction Dissolved organic matter (DOM) and bacterial communities play essential roles in lake ecosystem biogeochemical cycles. However, the effects of anthropogenic disturbances on their interactions are not fully understood. Methods This study used UV-vis techniques, excitation-emission matrix parallel factor analysis, and 16S rRNA sequencing to reveal the differences in the structures of fluorescent DOM (FDOM) and bacterial communities in lake sediments and water under different levels of anthropogenic disturbances. Methods such as Spearman correlation analysis, null model, neutral community model and random forest analysis were explored how FDOM composition and bacterial communities respond to anthropogenic disturbances in the sediments and water of the Caohai Lake. Results The results indicated that sediment FDOM was sensitive to anthropogenic disturbances, with protein-like substances dominating heavily disturbed areas (69%) and humic-like substances dominating less disturbed areas (63%). However, no significant difference in FDOM composition was found in the water. Similarly, alpha and beta diversity indices for bacterial communities showed no marked variation (P > 0.05) between highly and lightly disturbed areas in both water and sediment samples. Nevertheless, co-occurrence network analysis revealed more negatively correlated links and longer average path length with stronger disturbances. This suggests that while the intensity of anthropogenic disturbance has not yet reached a threshold sufficient to alter the structure of the bacterial community, it might have influenced the types and quantities of resources accessible to the community. Consequently, bacteria might have responded to these changes through competitive interactions, enabling them to resist environmental fluctuations. We found that anthropogenic disturbances were positively linked stochastic processes in the bacterial community assembly and influenced groups that degraded terrestrial humic-like substances. Moreover, the sources and fluorescence components of DOM could have shaped bacterial diversity and community assembly. Discussion Overall, these findings illustrate that anthropogenic disturbance affects FDOM composition and its relationship with bacteria, providing valuable insights for managing shallow lake ecosystems.
引用
收藏
页数:14
相关论文
共 90 条
[51]   Fluorescence spectroscopy and multi-way techniques. PARAFAC [J].
Murphy, Kathleen R. ;
Stedmon, Colin A. ;
Graeber, Daniel ;
Bro, Rasmus .
ANALYTICAL METHODS, 2013, 5 (23) :6557-6566
[52]   Organic Matter Fluorescence in Municipal Water Recycling Schemes: Toward a Unified PARAFAC Model [J].
Murphy, Kathleen R. ;
Hambly, Adam ;
Singh, Sachin ;
Henderson, Rita K. ;
Baker, Andy ;
Stuetz, Richard ;
Khan, Stuart J. .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2011, 45 (07) :2909-2916
[53]   Resource heterogeneity structures aquatic bacterial communities [J].
Muscarella, Mario E. ;
Boot, Claudia M. ;
Broeckling, Corey D. ;
Lennon, Jay T. .
ISME JOURNAL, 2019, 13 (09) :2183-2195
[54]   Sources and Spatial Variation of Dissolved Organic Matter in Summer Water of Inflow Rivers Along Chaohu Lake Watershed [J].
Ning C.-W. ;
Bao Y. ;
Huang T. ;
Wang J. .
Huanjing Kexue/Environmental Science, 2021, 42 (08) :3743-3752
[55]   贵州草海湿地溶解性有机物的光谱特征及其与PFASs的相关性分析 [J].
彭洁 ;
王娅南 ;
林绍霞 ;
郭峰 ;
李军 ;
杨鸿波 .
环境科学研究, 2020, 33 (04) :885-892
[56]   The impact of combining data sets of fluorescence excitation-emission matrices of dissolved organic matter from various aquatic sources on the information retrieved by PARAFAC modeling [J].
Pitta, Elli ;
Zeri, Christina .
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2021, 258
[57]   Removal of sulfamethoxazole (SMX) in sulfate-reducing flocculent and granular sludge systems [J].
Qiu, Lin-Qing ;
Zhang, Liang ;
Tang, Kai ;
Chen, Guanghao ;
Khanal, Samir Kumar ;
Lu, Hui .
BIORESOURCE TECHNOLOGY, 2019, 288
[58]   Effects of biochar amendment on bacterial communities and their function predictions in a microplastic-contaminated Capsicum annuum L. soil [J].
Ran, Taishan ;
Li, Juan ;
Liao, Hongkai ;
Zhao, Yuxin ;
Yang, Guomei ;
Long, Jian .
ENVIRONMENTAL TECHNOLOGY & INNOVATION, 2023, 31
[59]   The Future of Freshwater Macrophytes in a Changing World: Dissolved Organic Carbon Quantity and Quality and Its Interactions With Macrophytes [J].
Reitsema, Rosanne E. ;
Meire, Patrick ;
Schoelynck, Jonas .
FRONTIERS IN PLANT SCIENCE, 2018, 9
[60]  
Ren Lijuan, 2013, Shengwu Duoyangxing, V21, P421, DOI 10.3724/SP.J.1003.2013.12052