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, China UK Low Carbon Coll, Shanghai 201306, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
Cui, Xijun
Zhang, Manping
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Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Dong Chuan Rd 800, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
Zhang, Manping
Ding, YiJing
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Shanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
Ding, YiJing
Sun, Shanshan
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Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Dong Chuan Rd 800, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
Sun, Shanshan
He, Shengbing
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Shanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Dong Chuan Rd 800, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
He, Shengbing
Yan, Pan
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Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Dong Chuan Rd 800, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
机构:
Zhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Han, Taixing
Zheng, Jingjing
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Zhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Zheng, Jingjing
Han, Yutong
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Zhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Han, Yutong
Xu, Xiangyang
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Zhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Zhejiang Prov Key Lab Water Pollut Control & Envi, Hangzhou 310058, Peoples R China
Zhejiang Prov Engn Lab ofWater Pollut Control, 388 Yuhangtang Rd, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Xu, Xiangyang
Li, Mengyan
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机构:
New Jersey Inst Technol, Dept Chem & Environm Sci, Newark, NJ 07102 USAZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Li, Mengyan
Schwarz, Cory
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机构:
Rice Univ, Dept Civil & Environm Engn, Houston, TX 77005 USAZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Schwarz, Cory
Zhu, Liang
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Zhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Zhejiang Prov Key Lab Water Pollut Control & Envi, Hangzhou 310058, Peoples R China
Zhejiang Prov Engn Lab ofWater Pollut Control, 388 Yuhangtang Rd, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
机构:
Shanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
Cui, Xijun
Zhang, Manping
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h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Dong Chuan Rd 800, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
Zhang, Manping
Ding, YiJing
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h-index: 0
机构:
Shanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
Ding, YiJing
Sun, Shanshan
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h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Dong Chuan Rd 800, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
Sun, Shanshan
He, Shengbing
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h-index: 0
机构:
Shanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Dong Chuan Rd 800, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
He, Shengbing
Yan, Pan
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h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Dong Chuan Rd 800, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, China UK Low Carbon Coll, Shanghai 201306, Peoples R China
机构:
Zhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Han, Taixing
Zheng, Jingjing
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Zheng, Jingjing
Han, Yutong
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Han, Yutong
Xu, Xiangyang
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Zhejiang Prov Key Lab Water Pollut Control & Envi, Hangzhou 310058, Peoples R China
Zhejiang Prov Engn Lab ofWater Pollut Control, 388 Yuhangtang Rd, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Xu, Xiangyang
Li, Mengyan
论文数: 0引用数: 0
h-index: 0
机构:
New Jersey Inst Technol, Dept Chem & Environm Sci, Newark, NJ 07102 USAZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Li, Mengyan
Schwarz, Cory
论文数: 0引用数: 0
h-index: 0
机构:
Rice Univ, Dept Civil & Environm Engn, Houston, TX 77005 USAZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Schwarz, Cory
Zhu, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China
Zhejiang Prov Key Lab Water Pollut Control & Envi, Hangzhou 310058, Peoples R China
Zhejiang Prov Engn Lab ofWater Pollut Control, 388 Yuhangtang Rd, Hangzhou 310058, Peoples R ChinaZhejiang Univ, Inst Environm Pollut Control & Treatment, Hangzhou 310058, Peoples R China