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Cai A, Wang J, Feng X, Parati G, Wang JG, Feng Y, Nie Z. Cardiovascular disease modifies the relationship between systolic blood pressure and outcomes in people with diabetes. Diabetes Res Clin Pract 2024; 218:111909. [PMID: 39481649 DOI: 10.1016/j.diabres.2024.111909] [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: 07/26/2024] [Revised: 10/10/2024] [Accepted: 10/28/2024] [Indexed: 11/02/2024]
Abstract
OBJECTIVE We aimed to evaluate the influences of cardiovascular disease (CVD) on the relationship between baseline systolic blood pressure (SBP) and outcomes in community populations with diabetes. METHODS This is an observational study of 16,431 community adults with diabetes. The relationship between SBP with major adverse cardiovascular event (MACE) and all-cause death were evaluated using multivariable-adjusted Cox proportional hazard models and restricted cubic spline. RESULTS After a median follow-up of 3.4 (IQR 2.6, 4.3) years, 2145 (13.1 %) MACE and 1025 (6.2 %) all-cause death occurred. In participants free of CVD, in reference to SBP < 120 mmHg group, the risks for MACE increased as SBP category (120-129, 130-139, and ≥ 140 mmHg) advanced (P-trend < 0.001), and there was a linear relationship (P-nonlinear = 0.75). The risks for all-cause death were lower in SBP of 120-139 mmHg and 140-159 mmHg groups but higher in SBP ≥ 160 mmHg group, and there was a U-shaped relationship (P-nonlinear < 0.001). In participants with existing CVD the relationship between baseline SBP with MACE and all-cause death did not show any specific pattern. CONCLUSION Results of the current study suggest that the relationship between baseline SBP with MACE and all-cause death varied significantly by baseline CVD status.
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Affiliation(s)
- Anping Cai
- Department of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China
| | - Jiabin Wang
- Department of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China; Department of Epidemiology, Global Health Research Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Sothern Medical University, Guangzhou 510080, China
| | - Xiaoxuan Feng
- Department of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China
| | - Gianfranco Parati
- Department of Cardiology, IRCCS, Ospedale San Luca, Istituto Auxologico Italiano, Milan, Italy; Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Ji-Guang Wang
- The Shanghai Institute of Hypertension, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Yingqing Feng
- Department of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China.
| | - Zhiqiang Nie
- Department of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China; Department of Epidemiology, Global Health Research Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Sothern Medical University, Guangzhou 510080, China.
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Hu G, Ding J, Ryan DH. Trends in obesity prevalence and cardiometabolic risk factor control in US adults with diabetes, 1999-2020. Obesity (Silver Spring) 2023; 31:841-851. [PMID: 36697975 PMCID: PMC9974736 DOI: 10.1002/oby.23652] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 10/27/2022] [Indexed: 01/27/2023]
Abstract
OBJECTIVE Trends in obesity prevalence and trends in control of cardiometabolic risk factors among National Health and Nutrition Examination Survey participants with diabetes from 1999 through 2020 were analyzed. METHODS Adults who were 20 years or older and who reported having received a diagnosis of diabetes from a physician were included. RESULTS The prevalence of overall obesity, obesity class II, and obesity class III increased from 46.9%, 14.1%, and 10.3% in 1999 to 2002 to 58.1%, 16.6%, and 14.8% in 2015 to 2020, respectively. The prevalence of participants who achieved glycemic control (HbA1c <7%) increased from 42.5% in 1999 to 2002 to 51.8% in 2007 to 2010, then decreased to 48.0% in 2015 to 2020. The prevalence of participants who achieved blood pressure control (<140/90 mmHg) or achieved non-high-density lipoprotein cholesterol control (<130 mg/dL) increased throughout the study periods. The prevalence of participants who met all three risk factor goals increased from 8.3% in 1999 to 2002 to 21.2% in 2011 to 2014 and then decreased to 18.5 in 2015 to 2020. Participants with obesity showed worsening glycemic control and lipid control than participants with normal weight. CONCLUSIONS There were increasing trends in prevalence of obesity, blood pressure control, and lipid control from 1999 to 2002 to 2015 to 2020. Participants with obesity showed worsening glycemic control and lipid control than normal-weight participants.
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Affiliation(s)
- Gang Hu
- Pennington Biomedical Research Center, Baton Rouge, LA
| | - Jonathan Ding
- Pennington Biomedical Research Center, Baton Rouge, LA
- California Institute of Technology, Pasadena, CA
| | - Donna H. Ryan
- Pennington Biomedical Research Center, Baton Rouge, LA
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Hong S, Park JH, Han K, Lee CB, Kim DS, Yu SH. Blood Pressure and Cardiovascular Disease in Older Patients With Diabetes: Retrospective Cohort Study. J Am Heart Assoc 2021; 10:e020999. [PMID: 34726076 PMCID: PMC8751919 DOI: 10.1161/jaha.121.020999] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Blood pressure (BP) targets in elderly patients with diabetes remain unclear. We evaluated the association between BP and cardiovascular disease in elderly patients with diabetes without cardiovascular disease or heart failure. Methods and Results We performed a retrospective cohort study of 225 563 elderly (aged ≥65 years) patients with diabetes without cardiovascular disease or heart failure from 2009 to 2017 using the National Health Information Database. We divided the participants by systolic BP (SBP) and diastolic BP. Primary composite outcomes were stroke, myocardial infarction, heart failure, and all‐cause death analyzed by Cox proportional hazards regression analysis adjusted for baseline covariates. During a median follow‐up of 7.76 years, the incidence rate of primary composite outcomes was 26.62 per 1000 person‐years. In multivariable Cox proportional hazard modeling, the risk of the primary outcome had a U‐curved association with SBP/diastolic blood pressure with a nadir between 120 and 129 mm Hg/65 and 69 mm Hg, respectively. Hypertension medication was associated with lower risk of primary composite outcomes in SBP ≥140 mm Hg (P for interaction for SBP <0.001) and diastolic blood pressure ≥90 mm Hg (P for interaction for diastolic blood pressure=0.018). In participants aged ≥80 years, SBP ≥160 mm Hg was only a marginally higher risk for primary composite outcomes (hazard ratio=1.11; 95% CI, 0.98–1.24). Conclusions In this large sample of older Korean patients with diabetes, cardiovascular events were more common in people with resting SBP or diastolic BP ≥140 or 95 mm Hg, respectively, and also more common in people with resting SBP or diastolic BP <120 or 65 mm Hg, respectively.
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Affiliation(s)
- Sangmo Hong
- Department of Internal Medicine Hanyang UniversityCollege of Medicine Seoul Republic of Korea
| | - Jung Hwan Park
- Department of Internal Medicine Hanyang UniversityCollege of Medicine Seoul Republic of Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science Soongsil University Seoul Republic of Korea
| | - Chang Beom Lee
- Department of Internal Medicine Hanyang UniversityCollege of Medicine Seoul Republic of Korea
| | - Dong Sun Kim
- Department of Internal Medicine Hanyang UniversityCollege of Medicine Seoul Republic of Korea
| | - Sung Hoon Yu
- Department of Internal Medicine Hanyang UniversityCollege of Medicine Seoul Republic of Korea
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Practical use of electronic health records among patients with diabetes in scientific research. Chin Med J (Engl) 2021; 133:1224-1230. [PMID: 32433055 PMCID: PMC7249716 DOI: 10.1097/cm9.0000000000000784] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Electronic health (medical) records, which are also considered as patients’ information that are routinely collected, provide a great chance for researchers to develop an epidemiological understanding of disease. Electronic health records systems cannot develop without the advance of computer industries. While conducting clinical trials that are always costly, feasible and reasonable analysis of routine patients’ information is more cost-effective and reflective of clinical practice, which is also called real world study. Real world studies can be well supported by big data in healthcare industry. Real world studies become more and more focused and important with the development of evidence-based medicine. These big data will definitely help in making decisions, making policies and guidelines, monitoring of effectiveness and safety on new drugs or technologies. Extracting, cleaning, and analyzing such big data will be a great challenge for clinical researchers. Successful applications and developments of electronic health record in western countries (eg, disease registries, health insurance claims, etc) have provided a clear direction for Chinese researchers. However, it is still at primary stages in China. This review tries to provide a full perspective on how to translate the electronic health records into scientific achievements, for example, among patients with diabetes. As a summary in the end, resource sharing and collaborations are highly recommended among hospitals and healthcare groups.
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Wan EYF, Yu EYT, Chin WY, Wong ICK, Chan EWY, Chen S, Lam CLK. Age-Specific Associations Between Systolic Blood Pressure and Cardiovascular Disease: A 10-Year Diabetes Mellitus Cohort Study. J Am Heart Assoc 2020; 9:e015771. [PMID: 32673523 PMCID: PMC7660701 DOI: 10.1161/jaha.119.015771] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Background The relationship between systolic blood pressure (SBP) and cardiovascular disease (CVD) among patients with diabetes mellitus remains unclear. The study aimed to explore age-specific associations between SBP and CVD. Methods and Results A population-based retrospective cohort study was conducted on 180 492 Chinese adults with type 2 diabetes mellitus in 2008-2010, with follow-up to 2017. Age-specific associations (<50, 50-59, 60-69, and 70-79 years) between the average SBP in the previous 2 years and CVD risk were assessed by adjusted Cox proportional hazards regression with age-specific regression dilution ratios and patient characteristics stratified by subgroups. During a median follow-up of 9.3 years (1.5 million person-years), 32 545 patients developed a CVD, with an incidence rate of 23.4 per 1000 person-years. A positive and log-linear association between SBP and CVD risk was observed among the 4 age groups without evidence of a threshold down to 120 mm Hg, but the magnitude of SBP effect on CVD attenuated with increased age. The CVD risk in the age group <50 years was ≈22% higher than the age group 70 to 79 years (hazard ratio [HR], 1.33 [95% CI, 1.26-1.41] versus HR, 1.09 [95% CI, 1.07-1.11]). Each 10-mm Hg higher SBP was associated with 12% (HR, 1.12 [95% CI, 1.10-1.13]), 11% (HR, 1.11 [95% CI, 1.10-1.13]), and 20% (HR, 1.20 [95% CI, 1.17-1.22]) higher risk of all composite CVD events, individual CVD, and CVD mortality, respectively. Conclusions There is a significant log-linear relationship between baseline SBP and the risk of CVD among patients with diabetes mellitus in China. The risk increases from an SBP of 120 mm Hg onward. Age influences this relationship significantly, with younger patients (<50 years) having a greater risk of CVD for a similar rise in SBP as compared with those who are older. These findings suggest that differential target blood pressures stratified by age maybe useful.
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Affiliation(s)
- Eric Yuk Fai Wan
- Department of Family Medicine and Primary Carethe University of Hong KongAp Lei ChauHong Kong
- Department of Pharmacology and Pharmacythe University of Hong KongHong Kong
| | - Esther Yee Tak Yu
- Department of Family Medicine and Primary Carethe University of Hong KongAp Lei ChauHong Kong
| | - Weng Yee Chin
- Department of Family Medicine and Primary Carethe University of Hong KongAp Lei ChauHong Kong
| | - Ian Chi Kei Wong
- Department of Pharmacology and Pharmacythe University of Hong KongHong Kong
- Research Department of Practice and PolicySchool of PharmacyUniversity College LondonLondonUnited Kingdom
| | - Esther Wai Yin Chan
- Department of Pharmacology and Pharmacythe University of Hong KongHong Kong
- Centre for Safe Medication Practice and ResearchDepartment of Pharmacology and Pharmacythe University of Hong Kong????Hong Kong
| | - Shiqi Chen
- Department of Family Medicine and Primary Carethe University of Hong KongAp Lei ChauHong Kong
| | - Cindy Lo Kuen Lam
- Department of Family Medicine and Primary Carethe University of Hong KongAp Lei ChauHong Kong
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Shao H, Shi L, Fonseca VA. Using the BRAVO Risk Engine to Predict Cardiovascular Outcomes in Clinical Trials With Sodium-Glucose Transporter 2 Inhibitors. Diabetes Care 2020; 43:1530-1536. [PMID: 32345650 PMCID: PMC9162136 DOI: 10.2337/dc20-0227] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 03/25/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE This study evaluated the ability of the Building, Relating, Assessing, and Validating Outcomes (BRAVO) risk engine to accurately project cardiovascular outcomes in three major clinical trials-BI 10773 (Empagliflozin) Cardiovascular Outcome Event Trial in Type 2 Diabetes Mellitus Patients (EMPA-REG OUTCOME), Canagliflozin Cardiovascular Assessment Study (CANVAS), and Dapagliflozin Effect on Cardiovascular Events-Thrombolysis in Myocardial Infarction (DECLARE-TIMI 58) trial-on sodium-glucose cotransporter 2 inhibitors (SGLT2is) to treat patients with type 2 diabetes. RESEARCH DESIGN AND METHODS Baseline data from the publications of the three trials were obtained and entered into the BRAVO model to predict cardiovascular outcomes. Projected benefits of reducing risk factors of interest (A1C, systolic blood pressure [SBP], LDL, or BMI) on cardiovascular events were evaluated, and simulated outcomes were compared with those observed in each trial. RESULTS BRAVO achieved the best prediction accuracy when simulating outcomes of the CANVAS and DECLARE-TIMI 58 trials. For EMPA-REG OUTCOME, a mild bias was observed (∼20%) in the prediction of mortality and angina. The effect of risk reduction on outcomes in treatment versus placebo groups predicted by the BRAVO model strongly correlated with the observed effect of risk reduction on the trial outcomes as published. Finally, the BRAVO engine revealed that most of the clinical benefits associated with SGLT2i treatment are through A1C control, although reductions in SBP and BMI explain a proportion of the observed decline in cardiovascular events. CONCLUSIONS The BRAVO risk engine was effective in predicting the benefits of SGLT2is on cardiovascular health through improvements in commonly measured risk factors, including A1C, SBP, and BMI. Since these benefits are individually small, the use of the complex, dynamic BRAVO model is ideal to explain the cardiovascular outcome trial results.
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Affiliation(s)
- Hui Shao
- Department of Pharmaceutical Outcomes and Policy, University of Florida College of Pharmacy, Gainesville, FL
| | - Lizheng Shi
- Tulane University School of Public Health and Tropical Medicine, New Orleans, LA
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Raghavan S, Ho YL, Kini V, Rhee MK, Vassy JL, Gagnon DR, Cho K, Wilson PWF, Phillips LS. Association Between Early Hypertension Control and Cardiovascular Disease Incidence in Veterans With Diabetes. Diabetes Care 2019; 42:1995-2003. [PMID: 31515207 PMCID: PMC6754236 DOI: 10.2337/dc19-0686] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Accepted: 07/26/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Guidelines for hypertension treatment in patients with diabetes diverge regarding the systolic blood pressure (SBP) threshold at which treatment should be initiated and treatment goal. We examined associations of early SBP treatment with atherosclerotic cardiovascular disease (ASCVD) events in U.S. adults with diabetes. RESEARCH DESIGN AND METHODS We studied 43,986 patients with diabetes who newly initiated antihypertensive therapy between 2002 and 2007. Patients were classified into categories based on SBP at treatment initiation (130-139 or ≥140 mmHg) and after 2 years of treatment (100-119, 120-129, 130-139, 140-159, and ≥160 mmHg). The primary outcome was composite ASCVD events (fatal and nonfatal myocardial infarction and stroke), estimated using inverse probability of treatment-weighted Poisson regression and multivariable Cox proportional hazards regression. RESULTS Relative to individuals who initiated treatment when SBP was 130-139 mmHg, those with pretreatment SBP ≥140 mmHg had higher ASCVD risk (hazard ratio 1.10 [95% CI 1.02, 1.19]). Relative to those with pretreatment SBP of 130-139 mmHg and on-treatment SBP of 120-129 mmHg (reference group), ASCVD incidence was higher in those with pretreatment SBP ≥140 mmHg and on-treatment SBP 120-129 mmHg (adjusted incidence rate difference [IRD] 1.0 [-0.2 to 2.1] events/1,000 person-years) and in those who achieved on-treatment SBP 130-139 mmHg (IRD 1.9 [0.6, 3.2] and 1.1 [0.04, 2.2] events/1,000 person-years for those with pretreatment SBP 130-139 mmHg and ≥140 mmHg, respectively). CONCLUSIONS In this observational study, patients with diabetes initiating antihypertensive therapy when SBP was 130-139 mmHg and those achieving on-treatment SBP <130 mmHg had better outcomes than those with higher SBP levels when initiating or after 2 years on treatment.
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Affiliation(s)
- Sridharan Raghavan
- Veterans Affairs Eastern Colorado Healthcare System, Aurora, CO
- Division of Hospital Medicine, University of Colorado School of Medicine, Aurora, CO
- Colorado Cardiovascular Outcomes Research Consortium, Aurora, CO
| | - Yuk-Lam Ho
- Veterans Affairs Boston Healthcare System, Boston, MA
| | - Vinay Kini
- Colorado Cardiovascular Outcomes Research Consortium, Aurora, CO
- Division of Cardiology, University of Colorado School of Medicine, Aurora, CO
| | - Mary K Rhee
- Atlanta Veterans Affairs Medical Center, Decatur, GA
- Division of Endocrinology, Metabolism, and Lipids, Emory University School of Medicine, Atlanta, GA
| | - Jason L Vassy
- Veterans Affairs Boston Healthcare System, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, MA
| | - David R Gagnon
- Veterans Affairs Boston Healthcare System, Boston, MA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Kelly Cho
- Veterans Affairs Boston Healthcare System, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Peter W F Wilson
- Atlanta Veterans Affairs Medical Center, Decatur, GA
- Division of Cardiology, Emory University School of Medicine, Atlanta, GA
| | - Lawrence S Phillips
- Atlanta Veterans Affairs Medical Center, Decatur, GA
- Division of Endocrinology, Metabolism, and Lipids, Emory University School of Medicine, Atlanta, GA
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Wan EYF, Yu EYT, Chin WY, Fong DYT, Choi EPH, Lam CLK. Association of Blood Pressure and Risk of Cardiovascular and Chronic Kidney Disease in Hong Kong Hypertensive Patients. Hypertension 2019; 74:331-340. [PMID: 31230539 PMCID: PMC6635057 DOI: 10.1161/hypertensionaha.119.13123] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 04/04/2019] [Accepted: 05/28/2019] [Indexed: 01/13/2023]
Abstract
The association between systolic blood pressure, cardiovascular disease, and chronic kidney disease remains unclear. This study aimed to evaluate these relationships. A population-based cohort of 267 469 adult patients with hypertension but without diabetes mellitus, cardiovascular disease, or chronic kidney disease were identified. Using baseline and repeated systolic blood pressure (average of all systolic blood pressure measurements in the past 5 years), the risks of cardiovascular disease and chronic kidney disease associated with systolic blood pressure were evaluated by Cox regression. Subgroup analyses were conducted by baseline characteristics. Over 1.4 million person-years follow-up (median 6 years), 29 500 cardiovascular disease and 30 993 chronic kidney disease events diagnosed. A J-shape association between baseline systolic blood pressure and risks of cardiovascular disease and chronic kidney disease was observed. Using repeated systolic blood pressure, a positive and log-linear association was identified. There was no evidence of a threshold down to the repeated systolic blood pressure of 120 mm Hg. Increases of 10 mm Hg of repeated systolic blood pressure was associated with a 16% (hazard ratio, 1.15; [95% CI, 1.13-1.16]), 11% (1.11; [1.08-1.13]), and 22% (1.22; [1.20-1.24]) higher risk of composite of cardiovascular disease and chronic kidney disease, individual cardiovascular disease and chronic kidney disease, respectively. Strength of the associations was similar across different subpopulations. This study showed that hypertensive patients with elevated repeated systolic blood pressure are at increased risk of cardiovascular disease or chronic kidney disease, irrespective of different characteristics. Very low single measurement of systolic blood pressure may be a potential indicator for poor health, but there seems to be no threshold for usual systolic blood pressure.
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Affiliation(s)
- Eric Yuk Fai Wan
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., W.Y.C., C.L.K.L.), the University of Hong Kong
| | - Esther Yee Tak Yu
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., W.Y.C., C.L.K.L.), the University of Hong Kong
- Department of Pharmacology and Pharmacy (E.Y.F.W.), the University of Hong Kong
| | - Weng Yee Chin
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., W.Y.C., C.L.K.L.), the University of Hong Kong
| | | | | | - Cindy Lo Kuen Lam
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., W.Y.C., C.L.K.L.), the University of Hong Kong
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Wan EYF, Yu EYT, Chin WY, Fung CSC, Fong DYT, Choi EPH, Chan AKC, Lam CLK. Effect of Achieved Systolic Blood Pressure on Cardiovascular Outcomes in Patients With Type 2 Diabetes: A Population-Based Retrospective Cohort Study. Diabetes Care 2018; 41:1134-1141. [PMID: 29592967 DOI: 10.2337/dc17-2443] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Accepted: 03/04/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The objective of this study was to compare the incidence of cardiovascular disease (CVD) among patients with type 2 diabetes mellitus (T2DM) with treated hypertension who achieved systolic blood pressures (SBPs) of <120, <130, and <140 mmHg after an increase in their antihypertensive regimen. RESEARCH DESIGN AND METHODS A retrospective cohort study was conducted on 28,014 primary care adult patients with T2DM with no prior diagnosis of CVD and who achieved SBP readings <140 mmHg after an increase in the number of antihypertensive medications prescribed. Using an extension of propensity score matching, a total of 2,079, 10,851, and 15,084 matched patients with achieved SBP measurements of <120, <130, and <140 mmHg were identified. The association between achieved SBP and incident CVD were evaluated using Cox regressions. Subgroup analyses were conducted by stratifying patients' baseline characteristics. RESULTS Over a median follow-up period of 4.8 years, the incidence of CVD in patients with achieved SBP measures of <120, <130, and <140 mmHg were 318 (15.3%; incidence rate [IR] 34.3/1,000 person-years [PY]), 992 (9.1%; IR 20.4/1,000 PY), and 1,635 (10.8%; IR 21.4/1,000 PY). Achieved SBP <120 mmHg was associated with a higher risk of CVD compared with achieved SBP <130 mmHg (hazard ratio [HR] 1.75 [95% CI 1.53, 2.00]) and achieved SBP <140 mmHg (HR 1.67 [95% CI 1.46, 1.90]). There was a significant reduction in CVD risk in patients <65 years (HR 0.81 [95% CI 0.69, 0.96]) but no difference for other patients, including patients ≥65 years, who achieved SBP <130 mmHg when compared with the group that achieved SBP <140 mmHg. CONCLUSIONS Our findings support a SBP treatment target of 140 mmHg and suspect no risk reduction attenuation on CVD for lower SBP targets (<120 or <130 mmHg) for most patients with uncomplicated T2DM. A randomized control trial is still needed to confirm these findings.
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Affiliation(s)
- Eric Yuk Fai Wan
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, China
| | - Esther Yee Tak Yu
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, China
| | - Weng Yee Chin
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, China
| | - Colman Siu Cheung Fung
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, China
| | | | | | - Anca Ka Chun Chan
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, China
| | - Cindy Lo Kuen Lam
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, China
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Wan EYF, Yu EYT, Fung CSC, Chin WY, Fong DYT, Chan AKC, Lam CLK. Do We Need a Patient-Centered Target for Systolic Blood Pressure in Hypertensive Patients With Type 2 Diabetes Mellitus? Hypertension 2017; 70:1273-1282. [PMID: 29038204 DOI: 10.1161/hypertensionaha.117.10034] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Revised: 07/31/2017] [Accepted: 09/18/2017] [Indexed: 01/09/2023]
Abstract
The current trend on diabetes mellitus management advocates replacing the paradigm from a uniform to an individualized patient-centered systolic blood pressure (SBP), but there is no consensus on the achieved treatment goals of SBP level. The study aimed at evaluating the association between SBP and the risk of cardiovascular diseases (CVD) and all-cause mortality for diabetic patients to identify patient-centered treatment targets. A retrospective study was conducted on 95 086 Chinese adult primary care patients with type 2 diabetes mellitus and hypertension. Using the average of the annual SBP records (updated SBP) over a median follow-up of 5.9 years, the risks of overall CVD, all-cause mortality, and their composite associated with SBP were evaluated using Cox proportional hazards regression. Subgroup analysis was performed on the incidence of CVD by stratifying patient's baseline characteristics. The SBP range for the lowest risk of CVD and all-cause mortality was 130 to 134 mm Hg among type 2 diabetes mellitus population. A J-shaped curvilinear relationship was identified between SBP and risk of CVD and all-cause mortality, irrespective of patients' characteristics. The findings showed that all patients with SBP <125 mm Hg or ≥140 mm Hg had an increased risk of CVD and mortality. This large territory-wide study showed the level of achieved SBP of 125 to 139 mm Hg in pharmacological therapy, irrespective of patients' characteristics, suggested that the SBP treatment goal of <140 mm Hg and individualized SBP target may not be necessary in diabetic management.
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Affiliation(s)
- Eric Yuk Fai Wan
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., C.S.C.F., W.Y.C., A.K.C.C., C.L.K.L.) and School of Nursing (D.Y.T.F.), The University of Hong Kong
| | - Esther Yee Tak Yu
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., C.S.C.F., W.Y.C., A.K.C.C., C.L.K.L.) and School of Nursing (D.Y.T.F.), The University of Hong Kong.
| | - Colman Siu Cheung Fung
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., C.S.C.F., W.Y.C., A.K.C.C., C.L.K.L.) and School of Nursing (D.Y.T.F.), The University of Hong Kong
| | - Weng Yee Chin
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., C.S.C.F., W.Y.C., A.K.C.C., C.L.K.L.) and School of Nursing (D.Y.T.F.), The University of Hong Kong
| | - Daniel Yee Tak Fong
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., C.S.C.F., W.Y.C., A.K.C.C., C.L.K.L.) and School of Nursing (D.Y.T.F.), The University of Hong Kong
| | - Anca Ka Chun Chan
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., C.S.C.F., W.Y.C., A.K.C.C., C.L.K.L.) and School of Nursing (D.Y.T.F.), The University of Hong Kong
| | - Cindy Lo Kuen Lam
- From the Department of Family Medicine and Primary Care (E.Y.F.W., E.Y.T.Y., C.S.C.F., W.Y.C., A.K.C.C., C.L.K.L.) and School of Nursing (D.Y.T.F.), The University of Hong Kong
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11
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Wan EYF, Fung CSC, Yu EYT, Chin WY, Fong DYT, Chan AKC, Lam CLK. Effect of Multifactorial Treatment Targets and Relative Importance of Hemoglobin A1c, Blood Pressure, and Low-Density Lipoprotein-Cholesterol on Cardiovascular Diseases in Chinese Primary Care Patients With Type 2 Diabetes Mellitus: A Population-Based Retrospective Cohort Study. J Am Heart Assoc 2017; 6:e006400. [PMID: 28862945 PMCID: PMC5586469 DOI: 10.1161/jaha.117.006400] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 06/12/2017] [Indexed: 11/16/2022]
Abstract
BACKGROUND The relative effect of hemoglobin A1c, blood pressure, and low-density lipoprotein-cholesterol (LDL-C) ("ABC" factors) on the prevention of cardiovascular diseases (CVD) among patients with type 2 diabetes mellitus is poorly understood. This study aimed to evaluate the association of key clinical parameters on CVD risk using a multifactorial optimal control approach in Chinese primary care patients with type 2 diabetes mellitus. METHODS AND RESULTS A population-based retrospective cohort study was conducted on 144 271 Chinese type 2 diabetes mellitus primary care patients, aged 18 to 79 and without prior clinical diagnosis of CVD in 2008-2011. Cox regressions were conducted to examine the association between the combinations of ABC targets (hemoglobin A1c <7%, blood pressure <130/90 mm Hg, and LDL-C <2.6 mmol/L) and risks of CVD (overall), coronary heart disease, stroke, and heart failure. Achieving more ABC targets incrementally reduced the incidence of total CVD and individual disease including coronary heart disease, stroke, and heart failure, irrespective of other patient characteristics. Compared with suboptimal control in all ABC levels, achieving any 1, 2, and all 3 ABC targets reduced the relative risk of CVD by 13% to 42%, 31% to 52%, and 55%, respectively. Among those achieving only 1 ABC target, LDL-C reduction was associated with the greatest CVD risk reduction (42%), followed by blood pressure reduction (18%), and hemoglobin A1c reduction (13%). CONCLUSIONS To achieve the greatest risk reduction for the incidence of CVD, the ultimate goal of treatment should be to achieve target control of hemoglobin A1c, blood pressure, and LDL-C. If it is not possible to achieve all 3 targets, efforts should be prioritized on treating the LDL-C to minimize CVD risk.
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Affiliation(s)
- Eric Yuk Fai Wan
- Department of Family Medicine and Primary Care, The University of Hong Kong, Ap Lei Chau, Hong Kong
| | - Colman Siu Cheung Fung
- Department of Family Medicine and Primary Care, The University of Hong Kong, Ap Lei Chau, Hong Kong
| | - Esther Yee Tak Yu
- Department of Family Medicine and Primary Care, The University of Hong Kong, Ap Lei Chau, Hong Kong
| | - Weng Yee Chin
- Department of Family Medicine and Primary Care, The University of Hong Kong, Ap Lei Chau, Hong Kong
| | | | - Anca Ka Chun Chan
- Department of Family Medicine and Primary Care, The University of Hong Kong, Ap Lei Chau, Hong Kong
| | - Cindy Lo Kuen Lam
- Department of Family Medicine and Primary Care, The University of Hong Kong, Ap Lei Chau, Hong Kong
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12
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Ma YG, Wang JW, Bai YG, Liu M, Xie MJ, Dai ZJ. Salidroside contributes to reducing blood pressure and alleviating cerebrovascular contractile activity in diabetic Goto-Kakizaki Rats by inhibition of L-type calcium channel in smooth muscle cells. BMC Pharmacol Toxicol 2017; 18:30. [PMID: 28441970 PMCID: PMC5405536 DOI: 10.1186/s40360-017-0135-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2016] [Accepted: 04/01/2017] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Vascular disease is a common and often severe complication in diabetes mellitus. Hyperglycemia and hypertension are considered to be two of the leading risk factors for vascular complications in diabetic patients. However, few pharmacologic agents could provide a combinational therapy for controlling hyperglycemia and blood pressure in diabetic patients at the same time. Salidroside (SAL) is the major active ingredient derived from Rhodiola. Recently, it has been reported that SAL have an obvious hypoglycemic effect in diabetes and show a beneficial activity in diabetic vascular dysfunction. However, it remains unknown whether or not SAL treatment could directly reduce blood pressure in diabetes. Furthermore, it is not clear what is the molecular mechanism underlying the vascular protection of SAL treatment in diabetes. METHODS Male diabetic Goto-Kakizaki (GK) and non-diabetic control Wistar-Kyoto (WKY) rats were administrated with different dosages of SAL (50, 100 and 200 mg/kg/day) for 4 weeks. Contractile responsiveness of cerebral artery to KCl or 5-HT was investigated by Pressure Myograph System. The activity of CaL channel was investigated by recording whole-cell currents, assessing the expressions of CaL channel α1C-subunit and its downstream kinase, MLCK, at protein or mRNA levels. RESULTS We showed that administration of 100 mg/kg/day SAL for 4 weeks not only lowered blood glucose, but also reduced blood pressure and alleviated cerebrovascular contractile activity in diabetic GK rats, which suggested that SAL treatment may provide a combinational therapy for lowering blood glucose and reducing blood pressure in diabetes at the same time. Furthermore, SAL treatment markedly inhibited the function and expression of CaL channel in cerebral VSMCs isolated from diabetic GK rats or when exposed to hyperglycemia condition, which may be the underlying mechanism responsible for the vascular protection of SAL in diabetes. CONCLUSIONS The present study provided evidences that SAL contributes to reducing blood pressure and alleviating cerebrovascular contractile activity in diabetic GK rats by inhibition of CaL channel in smooth muscle cells, which may provide a novel approach to treat vascular complications in diabetic patients.
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MESH Headings
- Animals
- Blood Glucose/drug effects
- Blood Pressure/drug effects
- Calcium Channels, L-Type/drug effects
- Calcium Channels, L-Type/genetics
- Cells, Cultured
- Cerebral Arteries/drug effects
- Diabetes Mellitus, Experimental
- Diabetic Cardiomyopathies/drug therapy
- Gene Expression Regulation/drug effects
- Glucosides/therapeutic use
- Hypoglycemic Agents/therapeutic use
- Male
- Muscle Contraction/drug effects
- Muscle, Smooth, Vascular/drug effects
- Muscle, Smooth, Vascular/metabolism
- Phenols/therapeutic use
- RNA, Messenger/metabolism
- Rats, Inbred WKY
- Vasodilation/drug effects
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Affiliation(s)
- Yu-Guang Ma
- Department of Oncology, The Second Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China
| | - Jun-Wei Wang
- Department of Cardiovascular Medicine, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, 710068, China
| | - Yun-Gang Bai
- Department of Aerospace Physiology, Key Laboratory of Aerospace Medicine of Ministry of Education, Fourth Military Medical University, Xi'an, 710032, Shaanxi Province, China
| | - Mei Liu
- Department of Oncology, The Second Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China
| | - Man-Jiang Xie
- Department of Aerospace Physiology, Key Laboratory of Aerospace Medicine of Ministry of Education, Fourth Military Medical University, Xi'an, 710032, Shaanxi Province, China.
| | - Zhi-Jun Dai
- Department of Oncology, The Second Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an, Shaanxi Province, 710004, China.
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13
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Wan EYF, Fung CSC, Fong DYT, Chan AKC, Lam CLK. A curvilinear association of body mass index with cardiovascular diseases in Chinese patients with type 2 diabetes mellitus - A population-based retrospective cohort study. J Diabetes Complications 2016; 30:1261-8. [PMID: 27233363 DOI: 10.1016/j.jdiacomp.2016.05.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Revised: 04/20/2016] [Accepted: 05/08/2016] [Indexed: 12/21/2022]
Abstract
AIMS This epidemiological and longitudinal study aimed to confirm the association between BMI and CVD and determine the optimal BMI range for Chinese patients with T2DM. METHOD A retrospective cohort study was conducted on 113,194 Chinese adult primary care T2DM patients without prior CVD history at baseline, and had a documented BMI in 2008-2010. Using the average of the annual mean of BMI records (updated BMI) over a median follow-up of 4.2years, the risk of CVD associated with BMI by gender, age group, smoking status and presence of chronic kidney disease group was evaluated using multivariable Cox proportional hazard regression adjusted by socio-demographics and clinical characteristics. RESULTS The updated BMI value and the incidence of CVD showed a J-shaped curvilinear relationship. Low (<18.5kg/m(2)) or high (≥25kg/m(2)) BMI range was associated with higher risk of CVD and the optimal BMI range associated with the lowest likelihood of CVD was 20-22.9kg/m(2) in overall cohort and all selected groups. CONCLUSIONS There was no evidence of benefit of underweight or adiposity with regard to the risk of CVD and thus the maintenance of a normal weight should be emphasized as an integral part of preventive intervention in the diabetes management.
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Affiliation(s)
- Eric Yuk Fai Wan
- Department of Family Medicine and Primary Care, the University of Hong Kong, Hong Kong; School of Nursing, the University of Hong Kong, Hong Kong.
| | | | | | - Anca Ka Chun Chan
- Department of Family Medicine and Primary Care, the University of Hong Kong, Hong Kong.
| | - Cindy Lo Kuen Lam
- Department of Family Medicine and Primary Care, the University of Hong Kong, Hong Kong.
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