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Du M, Wang Y, Hu G, Wang D, Man Z, Chu C, Liao Y, Chen C, Ma Q, Yan Y, Jia H, Sun Y, Zhang X, Luo W, Chang M, Mu J. Association of high-normal albuminuria and vascular aging: Hanzhong adolescent hypertension study. J Clin Hypertens (Greenwich) 2023; 25:1096-1104. [PMID: 37966821 PMCID: PMC10710548 DOI: 10.1111/jch.14749] [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: 09/09/2023] [Revised: 10/27/2023] [Accepted: 10/30/2023] [Indexed: 11/16/2023]
Abstract
Normoalbuminuria has recently been associated with increased cardiovascular risk, and vascular aging is proposed as the early manifestation of cardiovascular disease. Here, the authors aimed to examine the association of high-normal albuminuria and vascular aging in a Chinese cohort. From our previously established cohort, 1942 participants with estimated glomerular filtration rate ≥60 mL/min/1.73 m2 or urinary albumin-creatinine ratio (UACR) <30 mg/g were enrolled. Brachial-ankle pulse wave velocity (baPWV) ≥1400 cm/s and/or carotid intima-media thickness (CIMT) ≥0.9 mm were used as indicators of vascular aging. Multivariate regression and receiving operating characteristic curve analysis were performed to examine the relationship between continuous and categorical UACR with vascular aging. We found an average UACR value of 8.08 (5.45-12.52) mg/g in this study. BaPWV and CIMT demonstrated positive correlations with lg-UACR (p < .05). High-normal albuminuria (10-29 mg/g) was significantly associated with the presence of vascular aging after adjusting for multiple cardiovascular confounders (OR = 1.540, 95% CI = 1.203-1.972, p = .001). In addition, a lg-UACR cutoff point of 0.918 lg(mg/g) (equal to UACR of 8.285 mg/g) was significantly associated with the presence of vascular aging and its components for all participants and those without hypertension or diabetes and without medication (p < .05). Briefly, high-normal albuminuria was significantly associated with vascular aging in this sample of Chinese adults. These findings implied the warning of elevated UACR even within normal range in clinical practice and the importance of UACR screening in normoalbuminuria for early detection and prevention of cardiovascular disease in otherwise healthy participants.
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Affiliation(s)
- Ming‐Fei Du
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Yang Wang
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Gui‐Lin Hu
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Dan Wang
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Zi‐Yue Man
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Chao Chu
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Yue‐Yuan Liao
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Chen Chen
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Qiong Ma
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Yu Yan
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Hao Jia
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Yue Sun
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Xi Zhang
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
| | - Wen‐Jing Luo
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Ming‐Ke Chang
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Jian‐Jun Mu
- Department of Cardiovascular MedicineFirst Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
- Key Laboratory of Molecular Cardiology of Shaanxi ProvinceXi'anChina
- Key Laboratory of Environment and Genes Related to Diseases (Xi'an Jiaotong University)Ministry of EducationXi'anChina
- International Joint Research Center for Cardiovascular Precision Medicine of Shaanxi ProvinceXi'anChina
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Mendoza-Niño C, Martínez-Robles JD, Gallardo-García I. Relación entre sobrepeso y obesidad con la progresión de la enfermedad renal crónica en pacientes del Centro Médico Naval en México. ENFERMERÍA NEFROLÓGICA 2023. [DOI: 10.37551/s225428842023007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023] Open
Abstract
Introducción: La progresión de la enfermedad renal crónica podría estar asociada directa o indirectamente al sobrepeso y la obesidad; sin embargo, hasta el momento no hay evidencias suficientes para constatar esta relación.
Objetivo: Determinar si el sobrepeso y obesidad son factores que contribuyen a una progresión más acelerada de la enfermedad renal crónica en una muestra de pacientes del Centro Médico Naval.
Material y Método: A través de un estudio cuantitativo y observacional, de tipo comparativo, longitudinal y retrospectivo, se determinaron los cambios en el normopeso, sobrepeso y obesidad en 44 pacientes. La progresión de la enfermedad renal crónica se determinó con base en la tasa de filtración glomerular y niveles de albuminuria que presentaron estos pacientes. Los datos se recabaron con un instrumento de registro de diseño propio, durante un seguimiento de 3 años que se llevó a cabo de enero de 2019 a diciembre de 2021.
Resultados: Los resultados muestran una tendencia al aumento en la progresión de la enfermedad renal crónica.
Conclusiones: A pesar de que se encontró una tendencia al aumento, no se pudo probar una asociación estadísticamente significativa entre la obesidad y el sobrepeso con la progresión de esta enfermedad.
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Mendoza-Niño C, Martínez-Robles JD, Gallardo-García I. Relación entre sobrepeso y obesidad con la progresión de la enfermedad renal crónica en pacientes del Centro Médico Naval en México. ENFERMERÍA NEFROLÓGICA 2023. [DOI: 10.37551/s2254-28842023007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023] Open
Abstract
Introducción: La progresión de la enfermedad renal crónica podría estar asociada directa o indirectamente al sobrepeso y la obesidad; sin embargo, hasta el momento no hay evidencias suficientes para constatar esta relación.
Objetivo: Determinar si el sobrepeso y obesidad son factores que contribuyen a una progresión más acelerada de la enfermedad renal crónica en una muestra de pacientes del Centro Médico Naval.
Material y Método: A través de un estudio cuantitativo y observacional, de tipo comparativo, longitudinal y retrospectivo, se determinaron los cambios en el normopeso, sobrepeso y obesidad en 44 pacientes. La progresión de la enfermedad renal crónica se determinó con base en la tasa de filtración glomerular y niveles de albuminuria que presentaron estos pacientes. Los datos se recabaron con un instrumento de registro de diseño propio, durante un seguimiento de 3 años que se llevó a cabo de enero de 2019 a diciembre de 2021.
Resultados: Los resultados muestran una tendencia al aumento en la progresión de la enfermedad renal crónica.
Conclusiones: A pesar de que se encontró una tendencia al aumento, no se pudo probar una asociación estadísticamente significativa entre la obesidad y el sobrepeso con la progresión de esta enfermedad.
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A Novel and Noninvasive Risk Assessment Score and Its Child-to-Adult Trajectories to Screen Subclinical Renal Damage in Middle Age. Bioengineering (Basel) 2023; 10:bioengineering10020257. [PMID: 36829751 PMCID: PMC9952229 DOI: 10.3390/bioengineering10020257] [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: 01/13/2023] [Revised: 02/10/2023] [Accepted: 02/13/2023] [Indexed: 02/18/2023] Open
Abstract
This study aimed to develop a noninvasive, economical and effective subclinical renal damage (SRD) risk assessment tool to identify high-risk asymptomatic people from a large-scale population and improve current clinical SRD screening strategies. Based on the Hanzhong Adolescent Hypertension Cohort, SRD-associated variables were identified and the SRD risk assessment score model was established and further validated with machine learning algorithms. Longitudinal follow-up data were used to identify child-to-adult SRD risk score trajectories and to investigate the relationship between different trajectory groups and the incidence of SRD in middle age. Systolic blood pressure, diastolic blood pressure and body mass index were identified as SRD-associated variables. Based on these three variables, an SRD risk assessment score was developed, with excellent classification ability (AUC value of ROC curve: 0.778 for SRD estimation, 0.729 for 4-year SRD risk prediction), calibration (Hosmer-Lemeshow goodness-of-fit test p = 0.62 for SRD estimation, p = 0.34 for 4-year SRD risk prediction) and more potential clinical benefits. In addition, three child-to-adult SRD risk assessment score trajectories were identified: increasing, increasing-stable and stable. Further difference analysis and logistic regression analysis showed that these SRD risk assessment score trajectories were highly associated with the incidence of SRD in middle age. In brief, we constructed a novel and noninvasive SRD risk assessment tool with excellent performance to help identify high-risk asymptomatic people from a large-scale population and assist in SRD screening.
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Wang Y, Li F, Chu C, Zhang X, Zhang XY, Liao YY, Du MF, Zou T, Ma Q, Chen C, Wang D, Wang KK, Yan Y, Sun Y, Hu GL, Jia H, Li H, Niu ZJ, Yan RC, Man ZY, Wang L, Luo WJ, Zhang J, Li CH, Lu WH, Chang J, Safirstein R, Lu Y, Mu JJ. Early life body mass index trajectories and albuminuria in midlife: A 30-year prospective cohort study. EClinicalMedicine 2022; 48:101420. [PMID: 35516445 PMCID: PMC9065297 DOI: 10.1016/j.eclinm.2022.101420] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 04/09/2022] [Accepted: 04/11/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Albuminuria is a marker of vascular dysfunction and is associated with chronic renal and cardiovascular diseases. Data on the association between the longitudinal patterns of weight change early in life and albuminuria later in life are limited. We aimed to identify the body mass index (BMI) trajectory across a 30-year span and evaluate its association with middle-age albuminuria. METHODS Of the 4623 participants aged 6-18-year-old recruited by Hanzhong Adolescent Hypertension Study cohort in northern China from March 10, 1987 to June 3, 2017, a total of 1,825 participants followed up with 6 visits over 30 years were enrolled. Group-based trajectory modeling was used to identify distinct BMI trajectories in longitudinal analyses. Albuminuria was defined as a urinary albumin-to-creatinine ratio (uACR) ≥ 30 mg/g. FINDINGS Three distinct BMI trajectories were identified: low-increasing (n = 671, 36.8%), moderate-increasing (n = 940, 51.5%), and high-increasing (n = 214, 11.7%); male participants exhibited a steeper increase in BMI than females. The uACR was increased linearly from the low- to high-increasing group. A total of 201 individuals developed albuminuria, with an incidence of 11.0%. Compared with the low-increasing group, the odds ratio (OR) of albuminuria in middle age was 2.13(95% confidence interval [CI]: 1.26 to 3.61) for the high-increasing group after full adjustment for age, sex, smoking, alcohol consumption, marital status, systolic blood pressure, diabetes, and hyperlipidemia. The unadjusted ORs of the high-increasing BMI group were 5.08 (2.76-9.37) for males and 3.45 (1.78-6.69) for females, and the association remained significant in males in the fully adjusted models. INTERPRETATION Higher BMI trajectories are associated with higher uACR and an increased risk of albuminuria in middle age, especially in males. Identifying long-term BMI trajectories from an early age may assist in predicting the risk of renal diseases and cardiovascular disease later in life. FUNDING This work was supported by the National Natural Science Foundation of China (81600327, 82070437, 81870319, 82070549, and 82170437), Natural Science Basic Research Program of Shaanxi Province (2021JM-257 and 2021JM-588), Institutional Foundation of the First Affiliated Hospital of Xi'an Jiaotong University (2019QN-06 and 2021ZXY-14), the Clinical Research Award of the First Affiliated Hospital of Xi'an Jiaotong University of China (XJTU1AF-CRF-2019-004, XJTU1AF2021CRF-021, and XJTU1AFCRF-2017-021), Research Incubation Fund of Xi'an People's Hospital (FZ-61), Grants from the Major Chronic Non-communicable Disease Prevention and Control Research Key Project of the Ministry of Science and Technology of China (2017YFC1307604 and 2016YFC1300104).
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Affiliation(s)
- Yang Wang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
- Global Health Institute, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Fei Li
- Clinical Research Center, the Third Xiangya Hospital, Central South University, 138 Tongzipo Road, Changsha 410013, China
| | - Chao Chu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Xi Zhang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Xiao-Yu Zhang
- Department of Cardiology, Northwest Women's and Children's Hospital of Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Yue-Yuan Liao
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Ming-Fei Du
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Ting Zou
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Qiong Ma
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Chen Chen
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Dan Wang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Ke-Ke Wang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Yu Yan
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Yue Sun
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Gui-Lin Hu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Hao Jia
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Hao Li
- Department of Critical Care Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Ze-Jiaxin Niu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Rui-Chen Yan
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Zi-Yue Man
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Lan Wang
- Department of Cardiology, Xi'an International Medical Center Hospital, Xi'an, China
| | - Wen-Jing Luo
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
| | - Jie Zhang
- Department of Cardiology, Xi'an People's Hospital, Xi'an, China
| | - Chun-Hua Li
- Department of Ophthalmology, Xi'an People's Hospital, Xi'an, China
| | - Wan-Hong Lu
- Department of Nephrology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - John Chang
- Department of Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Medicine, Veterans Administration Healthcare System, West Haven, CT, USA
| | - Robert Safirstein
- Department of Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Medicine, Veterans Administration Healthcare System, West Haven, CT, USA
| | - Yao Lu
- Clinical Research Center, the Third Xiangya Hospital, Central South University, 138 Tongzipo Road, Changsha 410013, China
- Corresponding authors.
| | - Jian-Jun Mu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta West Road, Xi'an 710061, China
- Corresponding authors.
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Wang Y, Zhao P, Chu C, Du MF, Zhang XY, Zou T, Hu GL, Zhou HW, Jia H, Liao YY, Chen C, Ma Q, Wang D, Yan Y, Sun Y, Wang KK, Niu ZJ, Zhang X, Man ZY, Wu YX, Wang L, Li HX, Zhang J, Li CH, Gao WH, Gao K, Lu WH, Desir GV, Delles C, Chen FY, Mu JJ. Associations of Long-Term Visit-to-Visit Blood Pressure Variability With Subclinical Kidney Damage and Albuminuria in Adulthood: a 30-Year Prospective Cohort Study. Hypertension 2022; 79:1247-1256. [PMID: 35360932 PMCID: PMC9093226 DOI: 10.1161/hypertensionaha.121.18658] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Recent evidence indicates that long-term visit-to-visit blood pressure variability (BPV) may be associated with risk of cardiovascular disease. We, therefore, aimed to determine the potential associations of long-term BPV from childhood to middle age with subclinical kidney damage (SKD) and albuminuria in adulthood. METHODS Using data from the ongoing cohort of Hanzhong Adolescent Hypertension study, which recruited children and adolescents aged 6 to 18 years at baseline, we assessed BPV by SD and average real variability (ARV) for 30 years (6 visits). Presence of SKD was defined as estimated glomerular filtration rate between 30 and 60 mL/min per 1.73 m2 or elevated urinary albumin-to creatinine ratio at least 30 mg/g. Albuminuria was defined as urinary albumin-to creatinine ratio ≥30 mg/g. RESULTS During 30 years of follow-up, of the 1771 participants, 204 SKD events occurred. After adjustment for demographic, clinical characteristics, and mean BP during 30 years, higher SDSBP , ARVSBP , SDDBP , ARVDBP , SDMAP , ARVMAP , and ARVPP were significantly associated with higher risk of SKD. When we used cumulative exposure to BP from childhood to adulthood instead of mean BP as adjustment factors, results were similar. In addition, greater long-term BPV was also associated with the risk of albuminuria. Long-term BPV from childhood to middle age was associated with higher risk of SKD and albuminuria in adulthood, independent of mean BP or cumulative exposure to BP during follow-up. CONCLUSIONS Identifying long-term BPV from early age may assist in predicting kidney disease and cardiovascular disease in later life.
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Affiliation(s)
- Yang Wang
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
- Global Health Institute, School of Public Health (Y.W.), Xi’an Jiaotong University Health Science Center, China
| | - Peng Zhao
- Department of Epidemiology and Biostatistics, School of Public Health (P.Z., F.-Y.C.), Xi’an Jiaotong University Health Science Center, China
| | - Chao Chu
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Ming-Fei Du
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Xiao-Yu Zhang
- Department of Cardiology, Northwest Women’s and Children’s Hospital of Xi’an Jiaotong University Health Science Center, China (X.-Y.Z.)
| | - Ting Zou
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Gui-Lin Hu
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Hao-Wei Zhou
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Hao Jia
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Yue-Yuan Liao
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Chen Chen
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Qiong Ma
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Dan Wang
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Yu Yan
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Yue Sun
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Ke-Ke Wang
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Ze-Jiaxin Niu
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Xi Zhang
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Zi-Yue Man
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Yong-Xing Wu
- Department of Critical Care Medicine (Y.-X.W.), First Affiliated Hospital of Xi’an Jiaotong University, China
| | - Lan Wang
- Department of Cardiology, Xi’an International Medical Center Hospital, China (L.W.)
| | - Hui-Xian Li
- Department of Nephrology (H.-X.L., W.-H.L.), First Affiliated Hospital of Xi’an Jiaotong University, China
| | - Jie Zhang
- Department of Cardiology (J.Z.), Xi’an People’s Hospital, China
| | - Chun-Hua Li
- Department of Ophthalmology (C.-H.L.), Xi’an People’s Hospital, China
| | - Wei-Hua Gao
- Department of Cardiology, Xi’an No.1 Hospital, China (W.-H.G.)
| | - Ke Gao
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Wan-Hong Lu
- Department of Nephrology (H.-X.L., W.-H.L.), First Affiliated Hospital of Xi’an Jiaotong University, China
| | - Gary V. Desir
- Section of Nephrology, Department of Medicine, Yale School of Medicine, New Haven, CT (G.V.D.)
| | - Christian Delles
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, United Kingdom (C.D.)
| | - Fang-Yao Chen
- Department of Epidemiology and Biostatistics, School of Public Health (P.Z., F.-Y.C.), Xi’an Jiaotong University Health Science Center, China
| | - Jian-Jun Mu
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
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7
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Jia X, Zang L, Pang P, Jiang L, Du J, Gu W, Ba J, Mu Y, Lyu Z. A study on the status of normoalbuminuric renal insufficiency among type 2 diabetes mellitus patients: A multicenter study based on a Chinese population. J Diabetes 2022; 14:15-25. [PMID: 34623029 PMCID: PMC9060045 DOI: 10.1111/1753-0407.13230] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Revised: 08/24/2021] [Accepted: 09/24/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Patients with normoalbuminuria and a reduced estimated glomerular filtration rate (eGFR) account for a considerable proportion of type 2 diabetes patients. The aim of this research was to investigate the epidemiological and clinical characteristics of normoalbuminuric kidney disease in a Chinese population. METHODS We included 8131 diabetic patients from a multicenter prospective study in China. Based on eGFR and urinary albumin-to-creatinine ratio (UACR), participants were stratified into four groups-normal albuminuria, albuminuria, normoalbuminuria with eGFR < 60 mL/min/1.73 m2 , and albuminuria with eGFR < 60 mL/min/1.73 m2 . Clinical parameters and characteristics of patients with normoalbuminuria and eGFR < 60 mL/min/1.73 m2 were retrospectively analyzed. RESULTS A total of 1060 out of 8131 individuals with diabetes had decreased eGFR (<60 mL/min/1.73 m2 ). Normoalbuminuria accounted for 63.3% of participants with eGFR < 60 mL/min/1.73 m2 , and microalbuminuria and macroalbuminuria accounted for 30.1% and 6.3%, respectively. Patients with normoalbuminuria and reduced eGFR were more frequently male, older, and had higher levels of triglycerides than patients with normal albuminuria and eGFR. We also detected a correlation between lower extremity arterial disease, newly diagnosed diabetes, and normoalbuminuria-reduced eGFR. Compared with participants with both albuminuria and eGFR decline, those with normoalbuminuria had better metabolic indicators, including systolic blood pressure and glycosylated hemoglobin, and shorter diabetes duration. Even in the normal range, UACR has a significant correlation with the risk of eGFR insufficiency. CONCLUSIONS Normoalbuminuric renal insufficiency, characterized by male sex, older age, a higher level of triglyceride levels, and a higher risk of lower extremity arterial disease, accounted for a dominant proportion of diabetic patients with eGFR decline.
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Affiliation(s)
- Xiaomeng Jia
- Center for Endocrine Metabolism and Immune Disease, Beijing Luhe HospitalCapital Medical UniversityBeijingChina
| | - Li Zang
- Department of EndocrinologyChinese PLA General HospitalBeijingChina
| | - Ping Pang
- Department of EndocrinologyHainan Branch of PLA General HospitalSanyaChina
| | - Lina Jiang
- The People's Liberation Army TroopZhang JiakouChina
| | - Jin Du
- Department of EndocrinologyChinese PLA General HospitalBeijingChina
| | - Weijun Gu
- Department of EndocrinologyChinese PLA General HospitalBeijingChina
| | - Jianming Ba
- Department of EndocrinologyChinese PLA General HospitalBeijingChina
| | - Yiming Mu
- Department of EndocrinologyChinese PLA General HospitalBeijingChina
| | - Zhaohui Lyu
- Department of EndocrinologyChinese PLA General HospitalBeijingChina
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8
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Wang Y, Du MF, Yao S, Zou T, Zhang XY, Hu GL, Chu C, Liao YY, Chen C, Wang D, Ma Q, Wang KK, Sun Y, Niu ZJ, Yan RC, Yan Y, Zhou HW, Jia H, Gao WH, Li H, Li CH, Chen FY, Gao K, Zhang J, Safirstein R, Wang F, Yang TL, Mu JJ. Associations of Serum Uromodulin and Its Genetic Variants With Blood Pressure and Hypertension in Chinese Adults. Front Cardiovasc Med 2021; 8:710023. [PMID: 34869624 PMCID: PMC8635522 DOI: 10.3389/fcvm.2021.710023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 10/26/2021] [Indexed: 01/11/2023] Open
Abstract
Background: Uromodulin, also named Tamm Horsfall protein, has been associated with renal function and regulation of sodium homeostasis. We aimed to examine the associations of serum uromodulin levels and its genetic variants with longitudinal blood pressure (BP) changes and hypertension incidence/risk. Methods: A total of 514 participants from the original Baoji Salt-Sensitive Study cohort were genotyped to examine the associations of genetic variations in uromodulin gene with the longitudinal BP changes and the incidence of hypertension over 8 years of follow-up. In addition, 2,210 subjects from the cohort of Hanzhong Adolescent Hypertension Study were used to investigate the relationships between serum uromodulin levels and the risk of hypertension. Results: SNPs rs12917707 and rs12708631 in the uromodulin gene were significantly associated with the longitudinal BP changes over 8 years of follow-up. SNP rs12708631 was significantly associated with the incidence of hypertension over 8 years. In addition, gene-based analyses supported the associations of uromodulin gene with the longitudinal BP changes and hypertension incidence in Baoji Salt-Sensitive Study cohort. Furthermore, serum uromodulin levels in the hypertensive subjects were lower than in the normotensive subjects (25.5 ± 1.1 vs. 34.7 ± 0.7 ng/mL). Serum uromodulin levels decreased gradually as BP levels increased (34.6, 33.2, 27.8, and 25.0 ng/mL for subjects with normotension, high-normal, grade 1 hypertension, and grade 2 hypertension, respectively). Serum uromodulin was significantly associated with the lower risk of hypertension [0.978 (0.972-0.984)] in Hanzhong Adolescent Hypertension Study cohort. Conclusion: This study shows that uromodulin is associated with blood pressure progression and development of hypertension.
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Affiliation(s)
- Yang Wang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Ming-Fei Du
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Shi Yao
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Biomedical Informatics & Genomics Center, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Ting Zou
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Xiao-Yu Zhang
- Department of Cardiology, Northwest Women's and Children's Hospital of Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Gui-Lin Hu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Chao Chu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Yue-Yuan Liao
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Chen Chen
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Dan Wang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Qiong Ma
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Ke-Ke Wang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Yue Sun
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Ze-Jiaxin Niu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Rui-Chen Yan
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Yu Yan
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Hao-Wei Zhou
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Hao Jia
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Wei-Hua Gao
- Department of Cardiology, Xi'an No.1 Hospital, Xi'an, China
| | - Hao Li
- Department of Critical Care Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Chun-Hua Li
- Department of Ophthalmology, Xi'an People's Hospital, Xi'an, China
| | - Fang-Yao Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Ke Gao
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Jie Zhang
- Department of Cardiology, Xi'an People's Hospital, Xi'an, China
| | - Robert Safirstein
- Department of Medicine, Yale University School of Medicine, New Haven, CT, United States
| | - Feng Wang
- Department of Nephrology, Jiangsu University Affiliated Shanghai Eighth People's Hospital, Shanghai, China
| | - Tie-Lin Yang
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Biomedical Informatics & Genomics Center, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Jian-Jun Mu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
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9
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Zou T, Yao S, Du MF, Mu JJ, Chu C, Hu GL, Liao YY, Chen C, Wang D, Ma Q, Yan Y, Jia H, Wang KK, Sun Y, Niu ZJ, Zhang X, Yan RC, Man ZY, Ren DF, Wang L, Gao WH, Li H, Wu YX, Li CH, Gao K, Zhang J, Yang TL, Wang Y. Associations of corin genetic polymorphisms with salt sensitivity, blood pressure changes, and hypertension incidence in Chinese adults. J Clin Hypertens (Greenwich) 2021; 23:2115-2123. [PMID: 34846782 PMCID: PMC8696215 DOI: 10.1111/jch.14401] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 09/15/2021] [Accepted: 09/20/2021] [Indexed: 01/17/2023]
Abstract
Corin, a transmembrane serine protease that can cleave pro‐atrial natriuretic peptide (Pro‐ANP) into smaller bioactive molecule atrial natriuretic peptide, has been shown to be involved in the pathophysiology of hypertension, cardiac hypertrophy. We sought to examine the associations of corin genetic variations with salt sensitivity, blood pressure (BP) changes and hypertension incidence. We studied participants of the original Baoji Salt‐Sensitive cohort, recruited from 124 families from seven Chinese villages in 2004 who sequentially received a usual baseline salt diet, a 7‐day low salt diet (3 g/day) and a 7‐day high salt diet (18 g/day), respectively. They were followed up for 8 years (in 2009, 2012) to evaluate the development of hypertension. Corin SNP rs3749584 was significantly associated with diastolic BP (DBP) and mean arterial pressure (MAP) response to low‐salt diet, while rs4695253, rs17654278 were associated with pulse pressure (PP) response to low‐salt diet. SNPs rs4695253, rs12509275, rs2351783, rs2271036, rs2271037 were significantly associated with systolic BP (SBP), DBP, and MAP responses to high‐salt diet. In addition, SNPs rs12641823, rs6834933, rs2271036, and rs22710367 were significantly associated with the longitudinal changes in SBP, DBP, MAP, or PP over 8 years of follow‐up. SNP rs73814824 was significantly associated with the incidence of hypertension over 8 years. Gene‐based analysis showed that corin gene was significantly associated with longitudinal BP changes and hypertension incidence after 8‐year follow‐up. This study suggests that corin may play a role in salt sensitivity, BP progression, and development of hypertension.
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Affiliation(s)
- Ting Zou
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Shi Yao
- National and Local Joint Engineering Research Center of Biodiagnosis and Biotherapy, Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Ming-Fei Du
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Jian-Jun Mu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Chao Chu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Gui-Lin Hu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Yue-Yuan Liao
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Chen Chen
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Dan Wang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Qiong Ma
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Yu Yan
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Hao Jia
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Ke-Ke Wang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Yue Sun
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Ze-Jiaxin Niu
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Xi Zhang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Rui-Chen Yan
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Zi-Yue Man
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
| | - Dan-Feng Ren
- Department of Infectious Diseases, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Lan Wang
- Department of Cardiology, Xi'an International Medical Center Hospital, Xi'an, China
| | - Wei-Hua Gao
- Department of Cardiology, Xi'an No.1 Hospital, Xi'an, China
| | - Hao Li
- Department of Critical Care Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Yong-Xing Wu
- Department of Critical Care Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Chun-Hua Li
- Department of Ophthalmology, Xi'an People's Hospital, Xi'an, China
| | - Ke Gao
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Jie Zhang
- Department of Cardiology, Xi'an People's Hospital, Xi'an, China
| | - Tie-Lin Yang
- Biomedical Informatics & Genomics Center, School of Life Science and Technology, Xi'an Jiaotong University, Key Laboratory of Biomedical Information Engineering of Ministry of Education, Xi'an, China
| | - Yang Wang
- Department of Cardiovascular Medicine, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Key Laboratory of Molecular Cardiology of Shaanxi Province, Xi'an, China
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