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Shen Q, Xiang W, Ye S, Lei X, Wang L, Jia S, Shao X, Weng C, Shen X, Wang Y, Feng S, Qu L, Wang C, Chen J, Zhang P, Jiang H. Plasma metabolite biomarkers related to secondary hyperparathyroidism and parathyroid hormone. J Cell Biochem 2019; 120:15766-15775. [PMID: 31069832 DOI: 10.1002/jcb.28846] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Revised: 02/11/2019] [Accepted: 02/14/2019] [Indexed: 11/08/2022]
Abstract
BACKGROUND Hyperphosphatemia, hypocalcemia, and elevation of parathyroid hormone (PTH) are typical abnormalities of uremic patients with Secondary hyperparathyroidism (SHPT). However, metabolic imbalance associated with SHPT is not well understood. METHODS A total of 15 SHPT patients with an intact parathyroid hormone (iPTH) level > 600 pg/mL were set as preoperative (PR) group, 15 age- and gender-matched controls who had undergone parathyroidectomy plus forearm transplantation because of hyperparathyroidism and achieved an iPTH level <150 pg/mL were set as postoperative (PO) group. Metabolite profiling of these 30 uremic patients and five healthy controls (HC) was performed using ultra performance liquid chromatography-mass spectrometry. RESULTS Five differential metabolites, including allyl isothiocyanate, L-phenylalanine, D-Aspartic acid, indoleacetaldehyde, and D-galactose correlated with PTH were identified in this study. Taking them as a biomarker signature, PR group can be distinguished from HC group with an area under the curve (AUC) of 0.947 (95% CI, 0.76-1) and PO group with an AUC of 0.6 (95% CI, 0.38-0.807). CONCLUSIONS The serum metabolome correlated with PTH is successfully demonstrated for a better understanding of the pathogenesis of SHPT.
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Affiliation(s)
- Qixia Shen
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Wenyu Xiang
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Sen Ye
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Xin Lei
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Lefeng Wang
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Sha Jia
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Xue Shao
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Chunhua Weng
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Xiujin Shen
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Yucheng Wang
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Shi Feng
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Lihui Qu
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Cuili Wang
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Jianghua Chen
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Ping Zhang
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
| | - Hong Jiang
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.,Key Laboratory of Nephropathy, Hangzhou, Zhejiang, China.,Kidney Disease Immunology Laboratory, The Third-Grade Laboratory, State Administration of Traditional Chinese Medicine of China, Hangzhou, Zhejiang, China.,Key Laboratory of Multiple Organ Transplantation, Ministry of Health of China, Hangzhou, Zhejiang, China.,Institute of Nephropathy, Zhejiang University, Hangzhou, Zhejiang, China
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