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Huang X, Bao H, Ding C, Li J, Cao T, Liu L, Wei Y, Zhou Z, Zhang N, Song Y, Chen P, Jiang C, Xie L, Qin X, Zhang Y, Li J, Sun N, Tang G, Wang X, Wang H, Huo Y, Cheng X. Optimal folic acid dosage in lowering homocysteine: Precision Folic Acid Trial to lower homocysteine (PFAT-Hcy). Eur J Nutr 2024; 63:1513-1528. [PMID: 38478042 PMCID: PMC11329420 DOI: 10.1007/s00394-024-03344-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 01/23/2024] [Indexed: 08/18/2024]
Abstract
BACKGROUND While folic acid (FA) is widely used to treat elevated total homocysteine (tHcy), promoting vascular health by reducing vascular oxidative stress and modulating endothelial nitric oxide synthase, the optimal daily dose and individual variation by MTHFR C677T genotypes have not been well studied. Therefore, this study aimed to explore the efficacy of eight different FA dosages on tHcy lowering in the overall sample and by MTHFR C677T genotypes. METHODS This multicentered, randomized, double-blind, controlled clinical trial included 2697 eligible hypertensive adults with elevated tHcy (≥ 10 mmol/L) and without history of stroke and cardiovascular disease. Participants were randomized into eight dose groups of FA combined with 10 mg enalapril maleate, taken daily for 8 weeks of treatment. RESULTS The intent to treat analysis included 2163 participants. In the overall sample, increasing FA dosage led to steady tHcy reduction within the FA dosing range of 0-1.2 mg. However, a plateau in tHcy lowering was observed in FA dose range of 1.2-1.6 mg, indicating a ceiling effect. In contrast, FA doses were positively and linearly associated with serum folate levels without signs of plateau. Among MTHFR genotype subgroups, participants with the TT genotype showed greater efficacy of FA in tHcy lowering. CONCLUSIONS This randomized trial lent further support to the efficacy of FA in lowering tHcy; more importantly, it provided critically needed evidence to inform optimal FA dosage. We found that the efficacy of FA in lowering tHcy reaches a plateau if the daily dosage exceeds 1.2 mg, and only has a small gain by increasing the dosage from 0.8 to 1.2 mg. CLINICALTRIALS GOV IDENTIFIER NCT03472508 (Registration Date: March 21, 2018).
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Affiliation(s)
- Xiao Huang
- Department of Cardiology, The Second Affiliated Hospital, Jiangxi medical College, Nanchang University, Nanchang, China
| | - Huihui Bao
- Department of Cardiology, The Second Affiliated Hospital, Jiangxi medical College, Nanchang University, Nanchang, China
- Center for Prevention and Treatment of Cardiovascular Diseases, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Congcong Ding
- Department of Cardiology, The Second Affiliated Hospital, Jiangxi medical College, Nanchang University, Nanchang, China
| | - Junpei Li
- Department of Cardiology, The Second Affiliated Hospital, Jiangxi medical College, Nanchang University, Nanchang, China
| | - Tianyu Cao
- Biological Anthropology, University of California Santa Barbara, Santa Barbara, CA, USA
| | - Lishun Liu
- Institute of Biomedicine, Anhui Medical University, Hefei, China
- Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
| | - Yaping Wei
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Ziyi Zhou
- Graduate School at Shenzhen, Tsinghua University, Shenzhen, China
| | - Nan Zhang
- Department of Cardiology, Peking University First Hospital, Beijing, China
| | - Yun Song
- Institute of Biomedicine, Anhui Medical University, Hefei, China
| | - Ping Chen
- College of Pharmacy, Jinan University, Guangzhou, China
| | - Chongfei Jiang
- The Department of Nephrology, The University of Hongkong-Shenzhen Hospital, Shenzhen, China
| | - Liling Xie
- National Clinical Research Study Center for Kidney Disease, The State Key Laboratory for Organ Failure Research, Renal Division, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xianhui Qin
- National Clinical Research Study Center for Kidney Disease, The State Key Laboratory for Organ Failure Research, Renal Division, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yan Zhang
- Department of Cardiology, Peking University First Hospital, Beijing, China
| | - Jianping Li
- Department of Cardiology, Peking University First Hospital, Beijing, China
| | - Ningling Sun
- Department of Hypertension, Heart Center, Peking University People's Hospital, Beijing, China
| | - Genfu Tang
- School of Health Administration, Anhui Medical University, Hefei, China
| | - Xiaobin Wang
- Department of Population, Family and Reproductive Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, USA
| | - Hong Wang
- Centers for Metabolic Disease Research, Cardiovascular Research and Thrombosis Research, Temple University, Lewis Katz School of Medicine, Philadelphia, PA, USA
| | - Yong Huo
- Department of Cardiology, Peking University First Hospital, Beijing, China
| | - Xiaoshu Cheng
- Department of Cardiology, The Second Affiliated Hospital, Jiangxi medical College, Nanchang University, Nanchang, China.
- Center for Prevention and Treatment of Cardiovascular Diseases, The Second Affiliated Hospital of Nanchang University, Nanchang, China.
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Wu Y, Xin B, Wan Q, Ren Y, Jiang W. Risk factors and prediction models for cardiovascular complications of hypertension in older adults with machine learning: A cross-sectional study. Heliyon 2024; 10:e27941. [PMID: 38509942 PMCID: PMC10950703 DOI: 10.1016/j.heliyon.2024.e27941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 03/08/2024] [Accepted: 03/08/2024] [Indexed: 03/22/2024] Open
Abstract
Background Hypertension has emerged as a chronic disease prevalent worldwide that may cause severe cardiovascular complications, particularly in older patients. However, there is a paucity of studies that use risk factors and prediction models for cardiovascular complications associated with hypertension in older adults. Objectives To identify the risk factors and develop prediction models for cardiovascular complications among older patients with hypertension. Methods A convenience sample of 476 older patients with hypertension was recruited from a university-affiliated hospital in China. Demographic data, clinical physiological indicators, regulatory emotional self-efficacy, medication adherence, and lifestyle information were collected from participants. Binary logistic regression analysis was performed to screen for preliminary risk factors associated with cardiovascular complications. Two machine learning methods, Back-Propagation neural network, and random forest were applied to develop prediction models for cardiovascular complications among the study cohort. The sensitivity, specificity, accuracy, receiver operating characteristic curve, and area under the curve (AUC) values were used to assess the performance of the prediction models. Results Binary logistic regression identified nine risk factors for cardiovascular complications among older patients with hypertension. The machine learning models displayed excellent performance in predicting cardiovascular complications, with the random forest model (AUC 0.954) outperforming the Back-Propagation neural network model (AUC 0.811), as confirmed by model comparison analysis. The sensitivity, specificity and accuracy of the Back-Propagation neural network model compared to the random forest model were 74.2% vs. 86.5%, 75.2% vs. 94.3%, and 74.7% vs. 90.4%, respectively. Conclusion The machine learning methods employed in this study demonstrated feasibility in predicting cardiovascular complications among older patients with hypertension, with the random forest model based on nine risk factors exhibiting excellent prediction performance. These models could be used to identify high-risk populations and suggest early interventions aimed at preventing cardiovascular complications in such cohorts.
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Affiliation(s)
- Yixin Wu
- School of Nursing, Health Science Center, Xian Jiaotong University, Xi'an, Shaanxi Province, 710061, China
| | - Bo Xin
- School of Nursing, Health Science Center, Xian Jiaotong University, Xi'an, Shaanxi Province, 710061, China
| | - Qiuyuan Wan
- School of Nursing, Health Science Center, Xian Jiaotong University, Xi'an, Shaanxi Province, 710061, China
- Department of Obstetrics and Gynecology, Xi'an Jiaotong University Second Affiliated Hospital, Xi'an, Shaanxi Province, 710004, China
| | - Yanping Ren
- Department of Geriatrics, Xi'an Jiaotong University Medical College First Affiliated Hospital, Xi'an, Shaanxi Province, 710061, China
| | - Wenhui Jiang
- School of Nursing, Health Science Center, Xian Jiaotong University, Xi'an, Shaanxi Province, 710061, China
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Yu S, Chen J, Zhao Y, Liao X, Chen Q, Xie H, Liu J, Sun J, Zhi S. Association analysis of the gut microbiota in predicting outcomes for patients with acute ischemic stroke and H-type hypertension. Front Neurol 2023; 14:1275460. [PMID: 37954644 PMCID: PMC10639143 DOI: 10.3389/fneur.2023.1275460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 10/04/2023] [Indexed: 11/14/2023] Open
Abstract
Introduction H-type hypertension (HHTN) is a subtype of hypertension that tends to worsen the prognosis of acute ischemic stroke (AIS). Recent studies have highlighted the vital role of gut microbiota in both hypertension and AIS, but there is little available data on the relationship between gut microbiota and the progression of AIS patients with HHTN. In this study, we investigated the microbial signature of AIS patients with HHTN and identified characteristic bacteria as biomarkers for predicting prognosis. Methods AIS patients with HHTN (n = 150) and without HHTN (n = 50) were enrolled. All patients received a modified Rankin Scale (mRS) assessment at 3 months after discharge. Fecal samples were collected from the participants upon admission, including 150 AIS patients with HHTN, 50 AIS patients with non-HHTN, and 90 healthy subjects with HHTN. These samples were analyzed using 16S rRNA sequencing to characterize the bacterial taxa, predict functions, and conduct correlation analysis between specific taxa and clinical features. Results Our results showed that the composition of the gut microbiota in HHTN patients differed significantly from that in non-HHTN patients. The abundance of the genera Bacteroides, Escherichia-Shigella, Lactobacillus, Bifidobacterium, and Prevotella in AIS patients with HHTN was significantly increased compared to AIS patients without HHTN, while the genus Streptococcus, Faecalibacterium, and Klebsiella were significantly decreased. Moreover, Bacteroides, Lactobacillus, Bifidobacterium, and Klebsiella in AIS patients with HHTN were more abundant than healthy subjects with HHTN, while Escherichia-Shigella, Blautia, and Faecalibacterium were less abundant. Moreover, the genera Butyricicoccus, Rothia, and Family_XIII_UCG-001 were negatively connected with the NIHSS score, and the genera Butyricicoccus and Rothia were observed to be negatively associated with the mRS score. The genera Butyricicoccus, Romboutsia, and Terrisporobacter were associated with a poor prognosis, whereas the increase in Butyricimonas and Odoribacter was correlated with good outcomes. Generated by eight genera and clinical indexes, the area under the curve (AUC) value of the receiver operating characteristic (ROC) curve achieved 0.739 to effectively predict the prognosis of AIS patients with HHTN. Conclusion These findings revealed the microbial signature of AIS patients with HHTN and further provided potential microbial biomarkers for the clinical diagnosis of AIS patients with HHTN.
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Affiliation(s)
- Shicheng Yu
- Department of Geriatrics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Jiaxin Chen
- Department of Geriatrics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yiting Zhao
- Department of Geriatrics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xiaolan Liao
- Department of Geriatrics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Qionglei Chen
- Department of Geriatrics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Huijia Xie
- Department of Geriatrics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Jiaming Liu
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Jing Sun
- Department of Geriatrics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Shaoce Zhi
- Department of Emergency, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
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Kim Tran S, Truong AB, Nguyen PH, Ngo TH, Vu TL, Dang Tran KD, Vo PM, Nguyen BT, Le Trong Huynh T, Nguyen KT, Tran HD. Preliminary Consequences of Blood Pressure Management and Blood Homocysteine Levels with Perindopril in Newly Diagnosed Hypertensive Patients in the Vietnamese Population. Int J Hypertens 2023; 2023:1933783. [PMID: 37886230 PMCID: PMC10599879 DOI: 10.1155/2023/1933783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 08/11/2023] [Accepted: 10/09/2023] [Indexed: 10/28/2023] Open
Abstract
Background Perindopril is an ACE inhibitor that aids in both blood pressure regulation and homocysteine reduction. Objectives Our study aimed to evaluate the results of controlling blood pressure and blood homocysteine levels by perindopril in patients with primary hypertension. Materials and Methods A cross-sectional descriptive study with a longitudinal follow-up was conducted on 105 primary hypertensive patients treated with perindopril. Results The results of our study showed that after 6 weeks of treatment with perindopril, the proportion of patients with the target blood pressure (BP) level accounted for 70.5%, the rate of grade 1 hypertension decreased from 61.0% to 25.7%, grade 2 blood pressure decreased from 17.1% to 3.8%, and there was no case of grade 3 hypertension. At the same time, we also found that the rate of BP control in the group of patients who controlled Hcy below a threshold of 15 μmol/L was significantly higher than in the other group (p < 0.05). Concerning the efficacy of decreasing homocysteine in blood, we discovered that after 6 weeks of treatment with perindopril, the proportion of patients with elevated homocysteine reduced considerably from 74.3% to 40% (p < 0.05). In addition, the homocysteine concentration was 4.33 mol/L lower after treatment than before treatment (95% CI: 3.69-4.97) (p < 0.05). Conclusion Perindopril helps control blood pressure and reduces blood homocysteine levels in patients with primary hypertension.
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Affiliation(s)
- Son Kim Tran
- Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - An Bao Truong
- Department of Cardiology, An Giang Cardiovascular Hospital, Long Xuyen 880000, Vietnam
| | - Phi Hoang Nguyen
- Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Toan Hoang Ngo
- Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Tuyen Long Vu
- Department of Foreign Language, Can Tho University, Can Tho 90000, Vietnam
| | - Khoa Dang Dang Tran
- Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Phuong Minh Vo
- Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Bao The Nguyen
- Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Tuong Le Trong Huynh
- Department of Cardiology, Can Tho Central General Hospital, Can Tho 90000, Vietnam
| | - Kien Trung Nguyen
- Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Hung Do Tran
- Faculty of Nursing and Medical Technology, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
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Xiao K, Xv Z, Xv Y, Wang J, Xiao L, Kang Z, Zhu J, He Z, Huang G. H-type hypertension is a risk factor for chronic total coronary artery occlusion: a cross-sectional study from southwest China. BMC Cardiovasc Disord 2023; 23:301. [PMID: 37328790 PMCID: PMC10273712 DOI: 10.1186/s12872-023-03345-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 06/13/2023] [Indexed: 06/18/2023] Open
Abstract
BACKGROUND Chronic total coronary occlusion (CTO) is serious and the "last bastion" of percutaneous coronary intervention. Hypertension and hyperhomocysteinemia (HHCY) are synergistic and significantly increase cardiovascular event risk. The relationship between H-type hypertension and CTO remains unclear; thus, this cross-sectional study investigated this potential association. METHODS Between January 2018 and June 2022, 1446 individuals from southwest China were recruited to participate in this study. CTO was defined as complete coronary artery occlusion persisting for over three months. H-type hypertension was defined as hypertension with plasma homocysteine levels ≥ 15 µmol/L. Multivariate logistic regression models were applied to assess the association between H-type hypertension and CTO. Receiver operating characteristic (ROC) curves were generated to determine the accuracy of H-type hypertension in predicting CTO. RESULTS Of the 1446 individuals, 397 had CTO, and 545 had H-type hypertension. After multivariate adjustment, the odds ratio (OR) for CTO in individuals with H-type hypertension was 2.3-fold higher (95% CI 1.01-5.26) than that in healthy controls. The risk of CTO is higher in individuals with H-type hypertension than in those with isolated HHCY and hypertension. The area under the ROC curve for CTO was 0.685 (95% CI, 0.653-0.717) for H-type hypertension. CONCLUSIONS In southwest China, H-type hypertension is significantly related to the occurrence of CTO. TRIAL REGISTRATION This retrospective study was registered with the Chinese Clinical Trials Registry ( http://www.chictr.org.cn , ChiCTR2100050519.2.2).
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Affiliation(s)
- Kaiyong Xiao
- Department of Cardiology, Guangyuan Central Hospital, 16 Jingxiangzi, Lizhou District, Guangyuan, 628017, Sichuan, China.
| | - Zhe Xv
- Department of Pediatric Medicine, Guangyuan Central Hospital, 16 Jingxiangzi, Lizhou District, Guangyuan, 628017, Sichuan, China
| | - Yuling Xv
- Sterilization Supply Center, Guangyuan Central Hospital, 16 Jingxiangzi, Lizhou District, Guangyuan, 628017, Sichuan, China
| | - Jianping Wang
- Department of Cardiology, Guangyuan Central Hospital, 16 Jingxiangzi, Lizhou District, Guangyuan, 628017, Sichuan, China
| | - Lian Xiao
- Department of Cardiology, Guangyuan Central Hospital, 16 Jingxiangzi, Lizhou District, Guangyuan, 628017, Sichuan, China
| | - Zhou Kang
- Department of Medical Statistics, Guangyuan Central Hospital, 16 Jingxiangzi, Lizhou District, Guangyuan, 628017, Sichuan, China
| | - Jianhui Zhu
- Department of Cardiology, Guangyuan Central Hospital, 16 Jingxiangzi, Lizhou District, Guangyuan, 628017, Sichuan, China
| | - Zhongwei He
- Department of Cardiology, Guangyuan Central Hospital, 16 Jingxiangzi, Lizhou District, Guangyuan, 628017, Sichuan, China
| | - Guan Huang
- Medical Laboratory Center, Guangyuan Central Hospital, 16 Jingxiangzi, Lizhou District, Guangyuan, 628017, Sichuan, China
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Zhong H, Shao Y, Guo G, Zhan Y, Liu B, Shao M, Li L. Association between the triglyceride-glucose index and arterial stiffness: A meta-analysis. Medicine (Baltimore) 2023; 102:e33194. [PMID: 36897703 PMCID: PMC9997783 DOI: 10.1097/md.0000000000033194] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 02/14/2023] [Indexed: 03/11/2023] Open
Abstract
BACKGROUND Studies have shown a strong association between the triglyceride-glucose (TyG) index, a simple marker of insulin resistance, and various metabolic diseases. We performed a systematic review of the interaction between the TyG index and arterial stiffness. METHODS Relevant observational studies assessing the association between the TyG index and arterial stiffness were thoroughly searched in PubMed, Embase, and Scopus, and a manual search of the preprint server was conducted. A random-effects model was utilized to analyze the data. The risk of bias for the included studies was assessed using the Newcastle-Ottawa Scale. A pooled effect size estimate with a random-effects model was used for the meta-analysis. RESULTS Thirteen observational studies comprising 48,332 subjects were included. Of these, 2 were prospective cohort studies, and the remaining 11 were cross-sectional studies. According to the results of the analysis, the risk of developing high arterial stiffness was 1.85 times greater for those in the highest TyG index subgroup versus the lowest group (risk ratio [RR]: 1.85, 95% confidence interval: 1.54-2.33, I2 = 70%, P < .001). Consistent results were observed when the index was analyzed as a continuous variable (RR: 1.46, 95% confidence interval: 1.32-1.61, I2 = 77%, P < .001). A sensitivity analysis excluding each of the studies one by one yielded similar results (RRs for categorical variables: 1.67-1.94, P all <.001; RRs for continuous variables: 1.37-1.48, P all <.001). A subgroup analysis showed that different characteristics of the study subjects, such as type of study design, age, population, disease status, (including hypertension and diabetes), and pulse wave velocity measurement methods had no substantial effect on the results (P for subgroup analysis, all >0.05). CONCLUSIONS A relatively high TyG index might be linked to an increased incidence of arterial stiffness.
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Affiliation(s)
- Huiqin Zhong
- Department of Gastroenterology, TaiHe Hospital, Hubei University of Medicine, Shiyan, China
| | - Ya Shao
- Sino-Canada Health Management Center, TaiHe Hospital, Hubei University of Medicine, Shiyan, China
| | - Guangling Guo
- Sino-Canada Health Management Center, TaiHe Hospital, Hubei University of Medicine, Shiyan, China
| | - Yan Zhan
- Department of Nursing, TaiHe Hospital, Hubei University of Medicine, Shiyan, China
| | - Bin Liu
- Department of Pharmacy, TaiHe Hospital, Hubei University of Medicine, Shiyan, China
| | - Meiling Shao
- Department of Pharmacy, TaiHe Hospital, Hubei University of Medicine, Shiyan, China
| | - Longti Li
- Department of Nursing, TaiHe Hospital, Hubei University of Medicine, Shiyan, China
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