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Gu Z, Liu Y, Zhu L, Fan B, Li Y, Liu C, Wang Y, Cui X, Yu Z, Ruan R, Zhang Q. Hormetic effect of dissolved organic matter from pig manure anaerobic digestion effluents on Chlorella sp.: Physiological and transcriptomic responses. WATER RESEARCH 2025; 283:123877. [PMID: 40412031 DOI: 10.1016/j.watres.2025.123877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2025] [Revised: 05/18/2025] [Accepted: 05/20/2025] [Indexed: 05/27/2025]
Abstract
Microalgae-based biotreatment offers a sustainable and efficient solution for managing pig manure anaerobic digestion effluents (PMADE), a byproduct of intensive agricultural practices. Dissolved organic matter (DOM) in PMADE significantly influences microalgal physiological responses; however, the underlying mechanisms remain poorly understood. Here, we reveal a hormetic effect of DOM in PMADE on Chlorella sp. Moderate DOM concentrations (1000-1500 mg/L of COD) alleviated ammonium toxicity and promoted microalgal growth, whereas higher concentrations (>2000 mg/L of COD) exerted severe inhibitory effects. Through cascade extraction and targeted screening, we identified distinct impacts of five DOM fractions on Chlorella sp. Notably, low-molecular-weight acids and nitrogenous compounds, primarily dipeptides in the fractions, exhibited a promoting effect on growth by serving as carbon sources to enhance energy metabolism and protein synthesis. Among the fractions, antioxidant-active compounds further supported the growth by scavenging reactive oxygen species (ROS) and maintaining redox homeostasis. In contrast, fractions rich in alkanes and alkaloids, induced excessive ROS production under high concentrations, leading to impaired photosynthesis and severe DNA damage. Additionally, the substances such as humic acid and fulvic acid, as key components of PMADE, exhibited hormetic effects: at specific concentrations (humic acid<200 mg TOC/L; fulvic acid<100 mg TOC/L), they enhanced ROS scavenging, growth, photosynthesis and pigment accumulation, whereas exceeding these thresholds shifted their role from promotion to inhibition. Collectively, this study elucidates the dose-response relationship between DOM concentration and composition in relation to microalgal growth, identifies key DOM components influencing growth, and proposes targets for the selective removal of inhibitory DOM in PMADE.
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Affiliation(s)
- Zhiqiang Gu
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Yuhuan Liu
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Liandong Zhu
- School of Resource and Environmental Sciences, Hubei Key Laboratory of Biomass-Resources Chemistry and Environmental Biotechnology, and Hubei International Scientific and Technological Cooperation Base of Sustainable Resource and Energy, Wuhan University, Wuhan 430079, China.
| | - Boyou Fan
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Yuan Li
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Cuixia Liu
- School of Energy & Environment, Zhongyuan University of Technology, Zhengzhou, 450007, PR China
| | - Yunpu Wang
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Xian Cui
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Zhigang Yu
- Australian Centre for Water and Environmental Biotechnology (formerly AWMC), The University of Queensland, Brisbane QLD4072, Australia
| | - Roger Ruan
- Center for Biorefining and Dept. of Bioproducts and Biosystems Engineering, University of Minnesota, Paul 55108, United States
| | - Qi Zhang
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China.
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Della-Negra O, Séguéla A, Guilmineau C, Gautier R, Canlet C, Servien R, Milferstedt K, Hamelin J. History of carbon supply shapes the metabolic response of photogranules to light shifts. WATER RESEARCH 2025; 281:123557. [PMID: 40156996 DOI: 10.1016/j.watres.2025.123557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 03/08/2025] [Accepted: 03/25/2025] [Indexed: 04/01/2025]
Abstract
Oxygenic photogranules mainly composed of cyanobacteria and heterotrophic bacteria, have gained attention for their ability to treat wastewater (removal of C, N, and P) without external aeration. Currently, the metabolic dynamics of photogranules to varying nutrient and light conditions in wastewater treatment systems remains poorly studied. However, understanding how quickly the photogranule metabolism changes, and whether this change is temporary or permanent is important for the optimal use of photogranules. Here, an NMR-based metabolomics approach was applied to investigate the temporal dynamics of photogranule metabolism in the presence or absence of acetate and with or without light. Our findings revealed that under carbon-limited conditions, photogranules relied on alternative carbon sources, such as N-acetylneuraminate (a constituent of EPS) and amino acids like hypotaurine and L-alanine. This adaptation affected key metabolic pathways, including glycolysis, taurine and hypotaurine metabolism, and the tricarboxylic acid cycle. When acetate was provided, both heterotrophic and phototrophic activities were maintained. Notably, the history of carbon supply influenced how photogranules responded to light shifts. Metabolic indicators showed that the lag in carbon addition altered fatty acid metabolism and carbon fixation, leading to shifts in amino acid concentrations and distinct metabolic profiles when the light was turned off. Thus, NMR metabolomics identified metabolic changes, induced by contrasting carbon conditions, lasting for several hours, and significantly affecting the photogranule response to light fluctuations. These results suggest that the history of carbon supplementation may shape metabolic responses of photogranules to other environmental changes or stressors.
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Affiliation(s)
- Oriane Della-Negra
- INRAE, Univ. Montpellier, LBE, 102 Avenue des étangs, F-11100 Narbonne, France
| | - Anaïs Séguéla
- Toxalim (Research Center in Food Toxicology), Toulouse University, INRAE, ENVT, INP-Purpan, Toulouse, France; MetaboHUB-MetaToul, National Infrastructure of Metabolomics and Fluxomics, Toulouse, France
| | - Camille Guilmineau
- INRAE, Univ. Montpellier, LBE, 102 Avenue des étangs, F-11100 Narbonne, France
| | - Roselyne Gautier
- Toxalim (Research Center in Food Toxicology), Toulouse University, INRAE, ENVT, INP-Purpan, Toulouse, France; MetaboHUB-MetaToul, National Infrastructure of Metabolomics and Fluxomics, Toulouse, France
| | - Cécile Canlet
- Toxalim (Research Center in Food Toxicology), Toulouse University, INRAE, ENVT, INP-Purpan, Toulouse, France; MetaboHUB-MetaToul, National Infrastructure of Metabolomics and Fluxomics, Toulouse, France
| | - Rémi Servien
- INRAE, Univ. Montpellier, LBE, 102 Avenue des étangs, F-11100 Narbonne, France
| | - Kim Milferstedt
- INRAE, Univ. Montpellier, LBE, 102 Avenue des étangs, F-11100 Narbonne, France
| | - Jérôme Hamelin
- INRAE, Univ. Montpellier, LBE, 102 Avenue des étangs, F-11100 Narbonne, France.
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Wan R, Mo F, Chen L, He J, Shao S, Hu H. Two-way role of boron in microalgal-bacterial granular sludge: Enhanced signal communication for efficient metabolism. BIORESOURCE TECHNOLOGY 2025; 418:131891. [PMID: 39608416 DOI: 10.1016/j.biortech.2024.131891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 11/19/2024] [Accepted: 11/24/2024] [Indexed: 11/30/2024]
Abstract
Based on the crucial role of boron in the metabolism of algae and bacteria, this study aimed to investigate the effects of boron on microalgae-bacterial granular sludge (MBGS) system. The addition of boron stimulated the secretion of autoinducer-2 to promote bacterial quorum sensing, which increased the extracellular polymeric substances production by more than 12.5 %. Meanwhile, boron significantly impacted the indole-3-acetic acid levels in microalgae to improve photosynthetic efficiency and increased the abundance of target algae (Chlorophyta and Cyanobacteria) by more than 0.23 times and 0.88 times, respectively. However, the influence of boron was not concentration-dependent, with the optimal concentration as 80 µM. Both boron deficiency and excess can heighten oxidative stress and affect the stability of the MBGS system. This study highlights the essentiality of boron in simultaneously influencing signal communication of algae and bacteria to strengthen synergy, and provides a theoretical basis for strengthening the symbiotic relationship within MBGS.
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Affiliation(s)
- Renhui Wan
- Faculty of Resources and Environmental Science, Hubei University, Wuhan 430062, PR China
| | - Fan Mo
- Faculty of Resources and Environmental Science, Hubei University, Wuhan 430062, PR China
| | - Leyan Chen
- Faculty of Resources and Environmental Science, Hubei University, Wuhan 430062, PR China
| | - Junguo He
- School of Civil Engineering, Guangzhou University, Guangzhou 510006, PR China
| | - Senlin Shao
- School of Civil Engineering, Wuhan University, Wuhan 430072, PR China
| | - Huizhi Hu
- Faculty of Resources and Environmental Science, Hubei University, Wuhan 430062, PR China; Hubei Key Laboratory of Regional Development and Environmental Response, Wuhan 430062, PR China.
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Xu TT, Li ZL, Li HX, Lin L, Hou R, Liu S, Li T, Zeng EY, Yu KF, Xu XR. Unraveling the toxicity mechanisms of nanoplastics with various surface modifications on Skeletonema costatum: Cellular and molecular perspectives. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 953:176164. [PMID: 39260474 DOI: 10.1016/j.scitotenv.2024.176164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Revised: 09/05/2024] [Accepted: 09/07/2024] [Indexed: 09/13/2024]
Abstract
Nanoplastics are ubiquitous in marine environments, exhibiting high bioavailability and potential toxicity to marine organisms. However, the impacts of nanoplastics with various surface modifications on marine microalgae remain largely unexplored. This study explored the toxicity mechanisms of two nanoplastic types-polystyrene (PS) and polymethyl methacrylate (PMMA)-with distinct surface modifications on Skeletonema costatum at cellular and molecular levels. Results showed that nanoplastics significantly impaired the growth of microalgae, particularly PS-NH2, which caused the most pronounced growth inhibition, reaching 56.99 % after a 96-h exposure at 50 mg/L. Transcriptomic profiling revealed that nanoplastics disrupted the expression of genes predominantly involved in ribosome biogenesis, aminoacyl-tRNA biosynthesis, amino acid metabolism, and carbohydrate metabolism pathways. The integrated biochemical and transcriptomic evidence highlighted that PS-NH2 nanoplastics had the most adverse impact on microalgae, affecting fundamental pathways such as ribosome biogenesis, energy metabolism, photosynthesis, and oxidative stress. Our findings underscore the influence of surface-modified nanoplastics on algal growth and contribute new understanding to the toxicity mechanisms of these nanoplastics in marine microalgae, offering critical information for assessing the risks of emerging pollutants.
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Affiliation(s)
- Ting-Ting Xu
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhen-Liang Li
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Heng-Xiang Li
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China; Sanya Institute of Ocean Eco-Environmental Engineering, Sanya 572000, China.
| | - Lang Lin
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China
| | - Rui Hou
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China
| | - Shan Liu
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China
| | - Tao Li
- Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China
| | - Eddy Y Zeng
- Key Laboratory of Pollution Control and Ecosystem Restoration in Industry Clusters (Ministry of Education), School of Environment and Energy, South China University of Technology, Guangzhou 510006, China
| | - Ke-Fu Yu
- Guangxi Laboratory on the Study of Coral Reefs in the South China Sea, Coral Reef Research Center of China, School of Marine Sciences, Guangxi University, Nanning 530004, China
| | - Xiang-Rong Xu
- Guangxi Laboratory on the Study of Coral Reefs in the South China Sea, Coral Reef Research Center of China, School of Marine Sciences, Guangxi University, Nanning 530004, China.
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Liu S, Zhang Z, Gu P, Yang K, Jia Y, Miao H. The effect of extracellular polymeric substances on the distribution and transmission of antibiotic resistance genes treating antibiotic wastewater via microbial electrolysis cells. CHEMOSPHERE 2024; 364:143284. [PMID: 39265731 DOI: 10.1016/j.chemosphere.2024.143284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 08/09/2024] [Accepted: 09/04/2024] [Indexed: 09/14/2024]
Abstract
Microbial electrolysis cells (MEC) have emerged as a prominent technology for the treatment of antibiotics-containing wastewater in recent years. However, there remains a dearth of comprehensive exploration regarding the influence of extracellular polymers substances (EPS) on the distribution and transmission of antibiotic resistance genes (ARGs) in MEC. In this study, we quantified the distribution of ARGs in MEC by Fluorescence quantitative polymerase chain reaction and explored with emphasis on impact of EPS component on ARGs transmission at under different concentrations of roxithromycin. Results showed that the absolute abundance of ARGs in the electrode biofilm was 1-2 orders of magnitude higher than that in the anolyte. Specifically, EPS-associated ARGs accounted for 2.31%-11.18% of ARGs in electrode biofilm. The presence of elevated roxithromycin concentration led to electroactive microorganisms (Geobacter and Geothrix) as potential hosts of ARGs. In addition, both protein and polysaccharide content in the electrode biofilm increased with increasing roxithromycin concentration and showed positive correlations with EPS-associated ARGs. Fluorescence quenching experiments further elucidated that tryptophan and tyrosine residues in EPS could bind to ARGs effectively, contributing the hindering the ARGs transmission between hosts. Therefore, increased EPS content within electrode biofilm could reduce the concentration of ARGs present in anolyte while also influencing ARGs distribution throughout MEC. This study provides valuable insights into the distribution of ARGs in MEC systems and the role of EPS in regulating ARGs migration.
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Affiliation(s)
- Shiguang Liu
- School of Environment and Civil Engineering, Jiangnan University, Wuxi, Jiangsu 214122, PR China.
| | - Zengshuai Zhang
- School of Environment and Civil Engineering, Jiangnan University, Wuxi, Jiangsu 214122, PR China; Jiangsu Key Laboratory of Anaerobic Biotechnology, Jiangnan University, Wuxi 214122, PR China; Jiangsu Engineering Laboratory of Biomass Energy and Carbon Reduction Technology, Jiangnan University, Wuxi 214122, PR China.
| | - Peng Gu
- School of Environment and Civil Engineering, Jiangnan University, Wuxi, Jiangsu 214122, PR China.
| | - Kunlun Yang
- School of Environment and Civil Engineering, Jiangnan University, Wuxi, Jiangsu 214122, PR China.
| | - Yifan Jia
- School of Environment and Civil Engineering, Jiangnan University, Wuxi, Jiangsu 214122, PR China.
| | - Hengfeng Miao
- School of Environment and Civil Engineering, Jiangnan University, Wuxi, Jiangsu 214122, PR China; Jiangsu Key Laboratory of Anaerobic Biotechnology, Jiangnan University, Wuxi 214122, PR China; Jiangsu Engineering Laboratory of Biomass Energy and Carbon Reduction Technology, Jiangnan University, Wuxi 214122, PR China; Water Treatment Technology and Material Innovation Center, Suzhou University of Science and Technology, Suzhou 215009, PR China.
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6
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Zhou Y, Cui X, Wu B, Wang Z, Liu Y, Ren T, Xia S, Rittmann BE. Microalgal extracellular polymeric substances (EPS) and their roles in cultivation, biomass harvesting, and bioproducts extraction. BIORESOURCE TECHNOLOGY 2024; 406:131054. [PMID: 38944317 DOI: 10.1016/j.biortech.2024.131054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 06/25/2024] [Accepted: 06/26/2024] [Indexed: 07/01/2024]
Abstract
Microalgae extracellular polymeric substances (EPS) are complex high-molecular-weight polymers and the physicochemical properties of EPS strongly affect the core features of microalgae cultivation and resource utilization. Revealing the key roles of EPS in microalgae life-cycle processes in an interesting and novelty topic to achieve energy-efficient practical application of microalgae. This review found that EPS showed positive effect in non-gas uptake, extracellular electron transfer, toxicity resistance and heterotrophic symbiosis, but negative impact in gas transfer and light utilization during microalgae cultivation. For biomass harvesting, EPS favored biomass flocculation and large-size cell self-flocculation, but unfavored small size microalgae self-flocculation, membrane filtration, charge neutralization and biomass dewatering. During bioproducts extraction, EPS exhibited positive impact in extractant uptake, but the opposite effect in cellular membrane permeability and cell rupture. Future research on microalgal EPS were also identified, which offer suggestions for comprehensive understanding of microalgal EPS roles in various scenarios.
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Affiliation(s)
- Yun Zhou
- College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China.
| | - Xiaocai Cui
- College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Beibei Wu
- College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Ziqi Wang
- College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Ying Liu
- College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Tian Ren
- College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Siqing Xia
- State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China
| | - Bruce E Rittmann
- Biodesign Swette Center for Environmental Biotechnology, Arizona State University, Tempe, AZ 85287-5701, United States of America
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Shi T, Lure M, Zhang R, Liu Z, Hu Q, Liu J, Yang S, Jing L. Indole-3-acetic acid improves periphyton's resistance to ultraviolet-B: From physiological-biochemical properties and bacteria community to livestock-polluted water purification. ENVIRONMENTAL RESEARCH 2024; 246:118029. [PMID: 38160980 DOI: 10.1016/j.envres.2023.118029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 12/17/2023] [Accepted: 12/22/2023] [Indexed: 01/03/2024]
Abstract
Livestock-polluted water is a pressing water environmental issue in plateau pastoral regions, necessitating the adoption of eco-friendly solutions. Despite periphyton being a promising alternative, its efficacy is limited by the prevalence of intense ultraviolet radiation, particularly ultraviolet-B (UVB), in these regions. Therefore, this study employs molecular tools and small-scale trials to explore the crucial role of indole-3-acetic acid (IAA) in modulating periphyton characteristics and mediating nutrient removal from livestock-polluted water under UVB exposure. The results revealed that IAA augments periphyton's resilience to UVB stress through several pathways, including increasing periphyton's biomass, producing more extracellular polymeric substances (EPS), and enhancing antioxidant enzyme activities and photosynthetic activity of periphyton. Moreover, IAA addition increased periphyton's bacterial diversity, reshaped bacterial community structure, enhanced community stability, and elevated the R2 value of neutral processes in bacterial assembly from 0.257 to 0.651 under UVB. Practically, an IAA concentration of 50 mg/L was recommended. Small-scale trials confirmed the effectiveness of IAA in assisting UVB-stressed periphyton to remove nitrogen and phosphorus from livestock-polluted water, without the risk of nitrogen accumulation. These findings offer valuable insights into the protection of aquatic ecosystems in plateau pastoral regions based on periphyton property in an eco-friendly manner.
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Affiliation(s)
- Tianyu Shi
- Key Laboratory of Pollution Control Chemistry and Environmental Functional, Materials for Qinghai-Tibet Plateau of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China; Key Laboratory of General Chemistry of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China
| | - Maobulin Lure
- Key Laboratory of Pollution Control Chemistry and Environmental Functional, Materials for Qinghai-Tibet Plateau of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China; Key Laboratory of General Chemistry of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China
| | - Run Zhang
- Key Laboratory of Pollution Control Chemistry and Environmental Functional, Materials for Qinghai-Tibet Plateau of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China; Key Laboratory of General Chemistry of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China
| | - Zhiheng Liu
- Key Laboratory of Pollution Control Chemistry and Environmental Functional, Materials for Qinghai-Tibet Plateau of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China; Key Laboratory of General Chemistry of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China
| | - Qianming Hu
- Key Laboratory of Pollution Control Chemistry and Environmental Functional, Materials for Qinghai-Tibet Plateau of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China; Key Laboratory of General Chemistry of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China
| | - Jia Liu
- Key Laboratory of Pollution Control Chemistry and Environmental Functional, Materials for Qinghai-Tibet Plateau of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China; Key Laboratory of General Chemistry of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China
| | - Shengtao Yang
- Key Laboratory of Pollution Control Chemistry and Environmental Functional, Materials for Qinghai-Tibet Plateau of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China; Key Laboratory of General Chemistry of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China
| | - Liandong Jing
- Key Laboratory of Pollution Control Chemistry and Environmental Functional, Materials for Qinghai-Tibet Plateau of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China; Key Laboratory of General Chemistry of the National Ethnic Affairs Commission, School of Chemistry and Environment, Southwest Minzu University, Chengdu, 610041, China.
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