Being an ecological engineering water treatment technology, subsurface wastewater infiltration system (SWIS) combines ecological principles with anaerobic and aerobic processes. Iron-carbon micro-electrolysis (ICME) is a rapidly developing SWIS substrate type in recent years. In this study, microbial metabolomics was introduced into SWIS aiming to reveal the "black box" of enhanced nitrogen removal in SWIS assisted by ICME (namely ICMESWIS). Ultra performance liquid chromatography-mass spectrometry (UPLC-MS), principal component analysis (PCA), partial least squares discriminant analysis (PLS-DA) and univariate analysis were carried out to classify the samples from SWIS and ICMESWIS. The results showed that compared with SWIS, 28.5 +/- 2.6 %, 33.7 +/- 1.3 % and 19.3 +/- 0.4 % improvements were found for NO3--N, NH4+-N and NO2--N removals in ICMESWIS. According to the model's variable importance factor and fold change >2, metabolites with large differences were screened out. Metabolites, such as 1-(4-nitrophenyl)piperidine (ESI-) and 2-amino-1,3,4-octadecanetriol (ESI-) presented higher abundance in ICMESWIS, in consistent with the higher degradation of pollutants. The Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis revealed that nitrification, nitrate reduction, dissimilatory nitrate reduction, denitrification, anaerobic ammonia oxidation (anammox) are the main nitrogen removal pathways in ICMESWIS.
机构:
Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
Li, Dan
Wang, Xinze
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Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
Wang, Xinze
Chi, Lina
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Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
Chi, Lina
Zhang, Zhiping
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Shanghai Jiao Tong Univ, Yunnan Dali Res Inst, Dali 671000, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
Zhang, Zhiping
Liu, Yanping
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Shanghai Jiao Tong Univ, Yunnan Dali Res Inst, Dali 671000, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
Liu, Yanping
Li, Xueying
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Shanghai Jiao Tong Univ, Yunnan Dali Res Inst, Dali 671000, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
机构:
Shanghai Laogang Waste Disposal Co Ltd, Shanghai 201600, Peoples R ChinaMinnan Normal Univ, Coll Chem & Environm Sci, Zhangzhou 363000, Peoples R China
Qin, Shengnan
Huang, Fei
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机构:
Northeastern Univ, Coll Resource & Civil Engn, Shenyang 110819, Peoples R ChinaMinnan Normal Univ, Coll Chem & Environm Sci, Zhangzhou 363000, Peoples R China
Huang, Fei
Jiang, Binhui
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Northeastern Univ, Coll Resource & Civil Engn, Shenyang 110819, Peoples R ChinaMinnan Normal Univ, Coll Chem & Environm Sci, Zhangzhou 363000, Peoples R China
Jiang, Binhui
Jia, Liping
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Minnan Normal Univ, Coll Chem & Environm Sci, Zhangzhou 363000, Peoples R ChinaMinnan Normal Univ, Coll Chem & Environm Sci, Zhangzhou 363000, Peoples R China
机构:
Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
Li, Dan
Wang, Xinze
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h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
Wang, Xinze
Chi, Lina
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h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
Chi, Lina
Zhang, Zhiping
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h-index: 0
机构:
Shanghai Jiao Tong Univ, Yunnan Dali Res Inst, Dali 671000, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
Zhang, Zhiping
Liu, Yanping
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h-index: 0
机构:
Shanghai Jiao Tong Univ, Yunnan Dali Res Inst, Dali 671000, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
Liu, Yanping
Li, Xueying
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h-index: 0
机构:
Shanghai Jiao Tong Univ, Yunnan Dali Res Inst, Dali 671000, Peoples R ChinaShanghai Jiao Tong Univ, Sch Environm Sci & Engn, Shanghai 200240, Peoples R China
机构:
Shanghai Laogang Waste Disposal Co Ltd, Shanghai 201600, Peoples R ChinaMinnan Normal Univ, Coll Chem & Environm Sci, Zhangzhou 363000, Peoples R China
Qin, Shengnan
Huang, Fei
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Coll Resource & Civil Engn, Shenyang 110819, Peoples R ChinaMinnan Normal Univ, Coll Chem & Environm Sci, Zhangzhou 363000, Peoples R China
Huang, Fei
Jiang, Binhui
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Coll Resource & Civil Engn, Shenyang 110819, Peoples R ChinaMinnan Normal Univ, Coll Chem & Environm Sci, Zhangzhou 363000, Peoples R China
Jiang, Binhui
Jia, Liping
论文数: 0引用数: 0
h-index: 0
机构:
Minnan Normal Univ, Coll Chem & Environm Sci, Zhangzhou 363000, Peoples R ChinaMinnan Normal Univ, Coll Chem & Environm Sci, Zhangzhou 363000, Peoples R China