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Dean B, Scarr E. Common changes in rat cortical gene expression after antidepressant drug treatment: Impacts on metabolism of polyamines, mRNA splicing, regulation of RAS by GAPs, neddylation and GPCR ligand binding. World J Biol Psychiatry 2024; 25:200-213. [PMID: 38349617 DOI: 10.1080/15622975.2024.2312475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 01/27/2024] [Indexed: 03/02/2024]
Abstract
OBJECTIVES This study sought to identify pathways affected by rat cortical RNA that were changed after treatment with fluoxetine or imipramine. METHODS We measured levels of cortical RNA in male rats using GeneChip® Rat Exon 1.0 ST Array after treatment with vehicle (0.9% NaCl), fluoxetine (10 mg/kg/day) or imipramine (20 mg/kg/day) for 28 days. Levels of coding and non-coding RNA in vehicle treated rats were compared to those in treated rats using ANOVA in JMP Genomics 13 and the Panther Gene Ontology Classification System was used to identify pathways involving the changed RNAs. RESULTS 18,876 transcripts were detected; there were highly correlated changes in 1010 levels of RNA after both drug treatments that would principally affect the metabolism of polyamines, mRNA splicing, regulation of RAS by GAPs, neddylation and GPCR ligand binding. Using our previously published data, we compared changes in transcripts after treatment with antipsychotic and mood stabilising drugs. CONCLUSIONS Our study shows there are common, correlated, changes in coding and non-coding RNA in the rat cortex after treatment with fluoxetine or imipramine; we propose the pathways affected by these changes are involved in the therapeutic mechanisms of action of antidepressant drugs.
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Affiliation(s)
- Brian Dean
- The Molecular Psychiatry Laboratory, The Florey Institute for Neuroscience and Mental Health, Parkville, Australia
- Florey Department of Neuroscience and Mental Health, The University of Melbourne, Parkville, Australia
| | - Elizabeth Scarr
- The Department of Psychiatry, The University of Melbourne, Parkville, Australia
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Wang Z, Yang H, Han Y, Teng J, Kong X, Qi X. Screening and identification of key biomarkers associated with amyotrophic lateral sclerosis and depression using bioinformatics. Medicine (Baltimore) 2023; 102:e36265. [PMID: 38013317 PMCID: PMC10681454 DOI: 10.1097/md.0000000000036265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 11/01/2023] [Indexed: 11/29/2023] Open
Abstract
This study aims to identify common molecular biomarkers between amyotrophic lateral sclerosis (ALS) and depression using bioinformatics methods, in order to provide potential targets and new ideas and methods for the diagnosis and treatment of these diseases. Microarray datasets GSE139384, GSE35978 and GSE87610 were obtained from the Gene Expression Omnibus (GEO) database, and differentially expressed genes (DEGs) between ALS and depression were identified. After screening for overlapping DEGs, gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed. Furthermore, a protein-protein interaction (PPI) network was constructed using the STRING database and Cytoscape software, and hub genes were identified. Finally, a network between miRNAs and hub genes was constructed using the NetworkAnalyst tool, and possible key miRNAs were predicted. A total of 357 genes have been identified as common DEGs between ALS and depression. GO and KEGG enrichment analyses of the 357 DEGs showed that they were mainly involved in cytoplasmic translation. Further analysis of the PPI network using Cytoscape and MCODE plugins identified 6 hub genes, including mitochondrial ribosomal protein S12 (MRPS12), poly(rC) binding protein 1 (PARP1), SNRNP200, PCBP1, small G protein signaling modulator 1 (SGSM1), and DNA methyltransferase 1 (DNMT1). Five possible target miRNAs, including miR-221-5p, miR-21-5p, miR-100-5p, miR-30b-5p, and miR-615-3p, were predicted by constructing a miRNA-gene network. This study used bioinformatics techniques to explore the potential association between ALS and depression, and identified potential biomarkers. These biomarkers may provide new ideas and methods for the early diagnosis, treatment, and monitoring of ALS and depression.
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Affiliation(s)
- Ziyue Wang
- Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, China
| | - Hao Yang
- Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, China
| | - Yu Han
- Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, China
| | - Jing Teng
- Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, China
| | - Xinru Kong
- Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, China
| | - Xianghua Qi
- Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan City, Shandong Province, China
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Zeng NX, Li HZ, Wang HZ, Liu KG, Gong XY, Luo WL, Yan C, Wu LL. Exploration of the mechanism by which icariin modulates hippocampal neurogenesis in a rat model of depression. Neural Regen Res 2022; 17:632-642. [PMID: 34380904 PMCID: PMC8504392 DOI: 10.4103/1673-5374.320993] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Icariin (ICA) has a significant capacity to protect against depression and hippocampal injury, but it cannot effectively cross the blood-brain barrier and accumulate in the brain. Therefore, the mechanism by which ICA protects against hippocampal injury in depression remains unclear. In this study, we performed proteomics analysis of cerebrospinal fluid to investigate the mechanism by which ICA prevents dysfunctional hippocampal neurogenesis in depression. A rat model of depression was established through exposure to chronic unpredictable mild stress for 6 weeks, after which 120 mg/kg ICA was administered subcutaneously every day. The results showed that ICA alleviated depressive symptoms, learning and memory dysfunction, dysfunctional neurogenesis, and neuronal loss in the dentate gyrus of rats with depression. Neural stem cells from rat embryonic hippocampi were cultured in media containing 20% cerebrospinal fluid from each group of rats and then treated with 100 μM corticosterone. The addition of cerebrospinal fluid from rats treated with ICA largely prevented the corticosterone-mediated inhibition of neuronal proliferation and differentiation. Fifty-two differentially expressed proteins regulated by chronic unpredictable mild stress and ICA were identified through proteomics analysis of cerebrospinal fluid. These proteins were mainly involved in the ribosome, PI3K-Akt signaling, and interleukin-17 signaling pathways. Parallel reaction monitoring mass spectrometry showed that Rps4x, Rps12, Rps14, Rps19, Hsp90b1, and Hsp90aa1 were up-regulated by chronic unpredictable mild stress and down-regulated by ICA. In contrast, HtrA1 was down-regulated by chronic unpredictable mild stress and up-regulated by ICA. These findings suggest that ICA can prevent depression and dysfunctional hippocampal neurogenesis through regulating the expression of certain proteins found in the cerebrospinal fluid. The study was approved by the Experimental Animal Ethics Committee of Guangzhou University of Chinese Medicine of China in March 2017.
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Affiliation(s)
- Ning-Xi Zeng
- Research Center for Basic Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China
| | - Hui-Zhen Li
- Research Center for Basic Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China
| | - Han-Zhang Wang
- Research Center for Basic Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China
| | - Kai-Ge Liu
- Research Center for Basic Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China
| | - Xia-Yu Gong
- Research Center for Basic Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China
| | - Wu-Long Luo
- Research Center for Basic Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China
| | - Can Yan
- Research Center for Basic Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China
| | - Li-Li Wu
- Research Center for Basic Integrative Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China
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Cao H, Zuo C, Huang Y, Zhu L, Zhao J, Yang Y, Jiang Y, Wang F. Hippocampal proteomic analysis reveals activation of necroptosis and ferroptosis in a mouse model of chronic unpredictable mild stress-induced depression. Behav Brain Res 2021; 407:113261. [PMID: 33775778 DOI: 10.1016/j.bbr.2021.113261] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 03/01/2021] [Accepted: 03/21/2021] [Indexed: 02/06/2023]
Abstract
Neuronal loss has been identified in depression, but its mechanisms are not fully understood. Proteomic analyses provide a novel insight to explore the potential mechanisms of such pathological alterations. In this study, mice were treated with chronic unpredictable mild stress (CUMS) for 2 months to establish depression models. The hippocampus was analyzed for proteomic patterns by mass spectrometry followed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses. Behavioral tests showed that mice receiving CUMS showed depression-like symptoms such as anhedonia in the sucrose preference test (SPT) and behavioral despair in the forced swimming test (FST). CUMS induced anxiety-like behaviors in the open field test (OFT), but did not impair spatial learning and memory ability in the Morris water maze (MWM) test. Out of 4046 quantified proteins, 47 differentially expressed proteins were obtained between the CUMS and control groups. These proteins were functionally enriched in a series of biological processes. Among the notably enriched pathways, necroptosis and ferroptosis were significantly activated. Western blot and biochemical assay analyses identified changes in receptor-interacting protein kinase 3 (RIP3), phosphorylated mixed lineage kinase domain-like protein (p-MLKL), ferritin light chain 1 (Ftl1) and lipid peroxidation that were related to necroptosis and ferroptosis. Further, we found reduced levels of alpha-crystallin B (Cryab) and brain-derived neurotrophic factor (BDNF), which were also associated with neuronal survival. Our study highlighted that necroptosis and ferroptosis were involved in depression and partially account for neuronal loss, thereby providing potentially novel targets for the treatment of depression.
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Affiliation(s)
- Huan Cao
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, 430030, Hubei, China.
| | - Chengchao Zuo
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, 430030, Hubei, China.
| | - Yaqi Huang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, 430030, Hubei, China.
| | - Liudi Zhu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, 430030, Hubei, China.
| | - Jianling Zhao
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, 430030, Hubei, China.
| | - Yuyan Yang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, 430030, Hubei, China.
| | - Yongsheng Jiang
- Cancer Center of Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, 430030, China.
| | - Furong Wang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, 430030, Hubei, China.
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Chen L, Yao Z, Qu S, Zhang J, Zhang J, Zhang Z, Huang Y, Zhong Z. Electroacupuncture improves synaptic plasticity by regulating the 5-HT1A receptor in hippocampus of rats with chronic unpredictable mild stress. J Int Med Res 2021; 48:300060520918419. [PMID: 32363965 PMCID: PMC7221223 DOI: 10.1177/0300060520918419] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Objectives To investigate the antidepressant effects of electroacupuncture (EA) on
chronic unpredictable mild stress (CUMS) in rats, as well as the effects of
EA on hippocampal neurons, synaptic morphology, and 5-hydroxytryptamine (HT)
receptor expression. Methods Forty adult male Wistar rats were randomly divided into normal control, CUMS,
EA, and paroxetine groups. CUMS modeling was performed for 21 days, followed
by 14 days of intervention: rats in the EA group underwent stimulation of
GV20 and GV29 acupuncture points for 30 minutes daily; rats in the
paroxetine group were administered paroxetine daily. Behavioral tests,
transmission electron microscopy, western blotting, and real-time
quantitative polymerase chain reaction were used to evaluate the effects of
the intervention. Results EA treatment reversed the behavioral changes observed in rats due to CUMS
modeling; it also improved the pathological changes in organelles and
synaptic structures of hippocampal neurons, and upregulated the protein and
mRNA expression levels of 5-HT1A receptor. There were no significant
differences in 5-HT1B receptor protein and mRNA expression levels among the
groups. Conclusions EA treatment can alleviate depression-like symptoms in CUMS rats. The
underlying mechanism may include promoting the expression of 5-HT1A receptor
mRNA and protein, thereby improving synaptic plasticity in the
hippocampus.
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Affiliation(s)
- Lixing Chen
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Zengyu Yao
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Shanshan Qu
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Jialing Zhang
- School of Chinese Medicine, The University of Hong Kong, Hong Kong
| | - Jiping Zhang
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Zhinan Zhang
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Yong Huang
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Zheng Zhong
- Department of Traditional Chinese Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, China
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Hassan MAM, Gad AM, Menze ET, Badary OA, El-Naga RN. Protective effects of morin against depressive-like behavior prompted by chronic unpredictable mild stress in rats: Possible role of inflammasome-related pathways. Biochem Pharmacol 2020; 180:114140. [PMID: 32652141 DOI: 10.1016/j.bcp.2020.114140] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 07/01/2020] [Accepted: 07/06/2020] [Indexed: 02/05/2023]
Affiliation(s)
| | - Amany M Gad
- Department of Pharmacology, Egyptian Drug Authority, EDA, Giza, Egypt
| | - Esther T Menze
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Ain Shams University, Cairo, Egypt.
| | - Osama A Badary
- Department of Clinical Pharmacy, Faculty of Pharmacy, The British University in Egypt, Cairo, Egypt; Department of Clinical Pharmacy, Faculty of Pharmacy, Ain Shams University, Cairo, Egypt
| | - Reem N El-Naga
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Ain Shams University, Cairo, Egypt
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He L, Zeng L, Tian N, Li Y, He T, Tan D, Zhang Q, Tan Y. Optimization of food deprivation and sucrose preference test in SD rat model undergoing chronic unpredictable mild stress. Animal Model Exp Med 2020; 3:69-78. [PMID: 32318662 PMCID: PMC7167236 DOI: 10.1002/ame2.12107] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 03/05/2020] [Accepted: 03/06/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The chronic unpredictable mild stress (CUMS) model has long been considered the best model for exploring the pathophysiological mechanisms underlying depression. However, there are no widely recognised standards for strategies for modeling and for behavioral testing. The present study aimed to optimize the protocols for food deprivation and the sucrose preference test (SPT) for the CUMS model. METHODS We first evaluated the effects of different long periods of food deprivation on the body weight of Sprague Dawley (SD) rats by testing food deprivation for 24 hours (8:00-8:00+), food deprivation for 12 hours during the daytime (8:00-20:00) and food deprivation for 12 hours at night (20:00-8:00+). Next, we established a SD rat CUMS model with 15 different stimulations, and used body weight measurement, SPT, forced swim test (FST), open field test (OFT) and Morris water maze (MWM) test to verify the success of the modeling. In the SPT, consumption of sucrose and pure water within 1 and 12 hours was measured. RESULTS Twelve hours of food deprivation during the daytime (8:00-20:00) had no effect on body weight, while 12 hours of food deprivation at night (20:00-8:00+) and 24 hours of food deprivation (8:00-8:00+) significantly reduced the mean body weight of the SD rats. When SPT was used to verify the successful establishment of the CUMS rat model, sucrose consumption measured within 12 hours was less variable than that measured within 1 hour. CONCLUSIONS Twelve hours of food deprivation in the daytime (8:00-20:00) may be considered a mild stimulus for the establishment of a CUMS rat model. Measuring sucrose consumption over 12 hours is recommended for SPT.
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Affiliation(s)
- Li‐Wen He
- Laboratory Animal CenterChongqing Medical UniversityChongqingChina
| | - Li Zeng
- Laboratory Animal CenterChongqing Medical UniversityChongqingChina
| | - Na Tian
- Pediatric Research InstituteChildren's Hospital of Chongqing Medical UniversityChongqingChina
| | - Yi Li
- Laboratory Animal CenterChongqing Medical UniversityChongqingChina
| | - Tong He
- Laboratory Animal CenterChongqing Medical UniversityChongqingChina
| | - Dong‐Mei Tan
- Laboratory Animal CenterChongqing Medical UniversityChongqingChina
| | - Qian Zhang
- Laboratory Animal CenterChongqing Medical UniversityChongqingChina
| | - Yi Tan
- Laboratory Animal CenterChongqing Medical UniversityChongqingChina
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Luo T, Tian H, Song H, Zhao J, Liya A, Fang Y, Mou J, Li Z, Chaoketu S. Possible Involvement of Tissue Plasminogen Activator/Brain-Derived Neurotrophic Factor Pathway in Anti-Depressant Effects of Electroacupuncture in Chronic Unpredictable Mild Stress-Induced Depression in Rats. Front Psychiatry 2020; 11:63. [PMID: 32153441 PMCID: PMC7044269 DOI: 10.3389/fpsyt.2020.00063] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 01/24/2020] [Indexed: 12/18/2022] Open
Abstract
OBJECTIVE Using a rat model of chronic unpredictable mild stress (CUMS), to investigate the effects of electroacupuncture (EA) on the tissue plasminogen activator (tPA)/brain-derived neurotrophic factor (BDNF) pathway. METHODS Sixty male Sprague-Dawley rats were randomly divided into four groups: normal, model, fluoxetine (fluox), or EA. Experimental groups were subjected to 28 d of CUMS modeling. One hour after CUMS, the fluox and EA groups were treated with fluox and a 20 min EA intervention, respectively. Depressive-like behaviors were assessed by open field and sucrose preference tests. After the rats were sacrificed, brains were dissected and processed using hematoxylin and eosin (HE) staining to observe changes in the morphology and quantity of neurons in the hippocampal cornu ammonis 3 area. Western blot and real-time polymerase chain reaction (PCR) demonstrated the effects of EA on the tPA/BDNF pathway-related molecules in the hippocampi and raphe nuclei. RESULTS Compared to the model group, the number of horizontal and vertical movements and the percentage of sucrose consumption in the EA groups were significantly increased (P < 0.01). Compared to the model group, HE staining showed that the hippocampal neurons in the EA and fluox groups were arranged neatly, with rich layers and complete cell structures. The Western blot and real-time PCR showed that the levels of tPA, BDNF, tropomyosin receptor kinase B, and BDNF micro RNA (mRNA) in the hippocampi of the EA group were higher than in the model group (P < 0.01, P < 0.01, P < 0.05, P < 0.01, respectively). The content of p75NTR, proBDNF, and tPA mRNA in the hippocampi of the EA group displayed no significant differences compared to the model group. The tPA mRNA content in the raphe nuclei of the EA group was higher than in the model group (P < 0.01), and the BDNF content in the raphe nuclei was lower than in the model group (P < 0.05). There were no significant differences in tPA and BDNF mRNA between the EA and model groups. CONCLUSION EA may reverse depressive-like behaviors in CUMS, which may be related to the tPA/BDNF pathway in the hippocampus.
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Affiliation(s)
- Tong Luo
- Department of Acupuncture, Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Huiling Tian
- Department of Acupuncture, Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Hongtao Song
- Department of Traditional Chinese Medicine, Inner Mongolia People's Hospital, Hohhot, China
| | - Jun Zhao
- Department of Acupuncture, Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Ai Liya
- Graduate School, Inner Mongolia Medical University, Hohhot, China
| | - Yumin Fang
- Department of Acupuncture, Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Junhui Mou
- Department of Acupuncture, Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Zhigang Li
- Department of Acupuncture, Moxibustion and Tuina, Beijing University of Chinese Medicine, Beijing, China
| | - Saiyin Chaoketu
- Department of Wu-Liao and Rehabilitation, Inner Mongolia International Mongolian Hospital, Hohhot, China
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