2.To explore medication adherence of patients with type 2 diabetes mellitus using the latent profile analysis based on the Big Five personality theory.
Ping CHEN ; Ze Ming LI ; Yi GUO ; Xin Ying SUN ; B FISHER EDWIN
Journal of Peking University(Health Sciences) 2021;53(3):530-535
OBJECTIVE:
To explore the personality portraits of patients with type 2 diabetes mellitus (T2DM), its relationship with medication adherence and the influencing factors of medication adherence.
METHODS:
T2DM patients from 22 community health service stations of 4 community health service centers in Tongzhou district and Shunyi district in Beijing were selected as the research objects. A self-designed questionnaire was used to collect demographic information. The short version of Big Five personality scale was used to collect personality information, and latent profile analysis was used to explore their personality portraits. The medication adherence was evaluated by medication adherence scale, and the difference of medication adherence among the different personality portraits was explored by analysis of variance. The influencing factors of medication adherence were explored by the ordinal Logistic regression model.
RESULTS:
In the study, 751 T2DM patients were included. Latent profile analysis showed that the T2DM patients in this study could be divided into four types of personality portraits, including introverted and stable type (42.7%), negative type (12.7%), anxiety type (15.3%) and active and responsible type (29.3%). Among them, 75 patients said that they did not use medicine or insulin, 5 patients were lack of data, and finally 671 patients with T2DM were included in the analysis about medication adherence. The analysis of variance showed that there was no significant difference in medication adherence between anxiety type (5.55±1.65) and negative type (5.94±1.53, P=0.089), but the medication adherence score of anxiety type was significantly lower than that of introverted and stable type (6.17±1.46, P=0.001) and active and responsible type (6.09±1.65, P=0.004). Anxiety type and negative type were seen as a whole in the ordinal Logistic regression model named anxiety and negative type. The results showed that compared with anxiety and negative type, the active and responsible type or introverted and stable type was the protective factor for good medication adherence (OR=1.567, 95%CI: 1.096-2.237; OR=1.774, 95%CI: 1.214-2.591), and the education level also affected the medication adherence.
CONCLUSION
T2DM can be classified into four types of personality portraits based on Big Five personality theory. The anxiety and negative type after the combination of anxiety type and negative type is the independent risk factor for poor medication adherence. In addition, education level is also the influencing factor of medication compliance.
Anxiety/epidemiology*
;
Beijing
;
Diabetes Mellitus, Type 2/drug therapy*
;
Humans
;
Medication Adherence
;
Personality
3.Effectiveness and safety of Shexiang Baoxin Pill (MUSKARDIA) in patients with stable coronary artery disease and concomitant diabetes mellitus: a subgroup analysis of a randomized clinical trial.
Jingmin ZHOU ; Haiming SHI ; Fusui JI ; Yang WU ; Yulan ZHAO ; Jun QIAN ; Junbo GE
Chinese Medical Journal 2023;136(1):82-87
BACKGROUND:
Preliminary studies have indicated that Shexiang Baoxin Pill (MUSKARDIA) has a coronary artery dilation effect and increases the coronary blood flow, relieving the symptoms of angina. This study aimed to evaluate the benefit of MUSKARDIA on patients with stable coronary artery disease (CAD) and diabetes mellitus (DM).
METHODS:
This was a subgroup analysis of a multicenter, randomized, placebo-controlled phase IV trial. CAD patients with a medical history of DM or baseline fasting blood glucose (FBG) ≥7.0 mmol/L were grouped according to the treatment (standard therapy plus MUSKARDIA or placebo). The primary outcome was major adverse cardiovascular events (MACEs), which was the composite outcome of cardiovascular death, non-fatal myocardial infarction, and non-fatal stroke. The secondary outcome was the composite outcome of all-cause death, non-fatal myocardial infarction, non-fatal stroke, hospitalization for unstable angina or heart failure, and coronary angioplasty.
RESULTS:
MACEs occurred in 2.6% (9/340) and 4.8% (18/376) of patients in the MUSKARDIA and placebo groups, respectively ( P = 0.192). Secondary composite outcome was significantly less frequent with MUSKARDIA than with placebo (15.3% [52/340] vs . 22.6% [85/376], P = 0.017). Risk of MACEs (hazard ratio [HR] = 0.69, 95% confidence interval [CI]: 0.31-1.57) was comparable between two groups. In patients with uncontrolled DM (≥4 measurements of FBG ≥7 mmol/L in five times of follow-up), the risk of secondary outcome was significantly lower with MUSKARDIA (5/83, 6.0%) than with placebo (15/91, 16.5%) (HR = 0.35, 95%CI: 0.13-0.95).
CONCLUSION:
As an add-on to standard therapy, MUSKARDIA shows a trend of reduced MACEs in patients with stable CAD and DM. Furthermore, MUSKARDIA may reduce the frequency of all-cause death, hospitalization, and coronary angioplasty in this population, especially in those with uncontrolled DM.
TRIAL REGISTRATION
ChiCTR.org.cn, ChiCTR-TRC-12003513.
Humans
;
Coronary Artery Disease/complications*
;
Diabetes Mellitus, Type 2/drug therapy*
;
Myocardial Infarction/complications*
;
Stroke/epidemiology*
4.Risk of cardiovascular disease and all-cause mortality among diabetic patients prescribed rosiglitazone or pioglitazone: a meta-analysis of retrospective cohort studies.
Xin CHEN ; Li YANG ; Suo-di ZHAI
Chinese Medical Journal 2012;125(23):4301-4306
BACKGROUNDThe difference of cardiovascular effects between rosiglitazone and pioglitazone treatment for diabetic patients has not been thoroughly studied. We performed a meta-analysis to compare the risk of cardiovascular adverse effects in patients with type 2 diabetes treated with rosiglitazone compared to pioglitazone.
METHODSThe Cochrane Library, PubMed, and Embase were searched to identify retrospective cohort studies assessing cardiovascular outcomes with rosiglitazone and pioglitazone. Meta-analysis of retrospective cohort studies was conducted using RevMan 5.0 software to calculate risk ratios.
RESULTSOf the 74 references identified, eight studies involving 945 286 patients fit the inclusion criteria for the analysis. The results of meta-analyses showed that, compared with pioglitazone, rosiglitazone therapy significantly increased the risk of myocardial infarction (risk ratios (RR) 1.17, 95% confidence interval (CI) 1.04 - 1.32; P = 0.01), the risk of heart failure (RR 1.18, 95%CI 1.02 - 1.36; P = 0.03), and total mortality (RR 1.13, 95%CI 1.08 - 1.20; P < 0.000 01).
CONCLUSIONCompared with pioglitazone, rosiglitazone was associated with an increased risk of myocardial infarction, heart failure, and all-cause mortality in diabetic patients.
Cardiovascular Diseases ; epidemiology ; Diabetes Mellitus ; drug therapy ; epidemiology ; mortality ; Humans ; Hypoglycemic Agents ; therapeutic use ; Retrospective Studies ; Thiazolidinediones ; therapeutic use
5.Role of Diabetes Mellitus on Treatment Effects in Drug-susceptible Initial Pulmonary Tuberculosis Patients in China.
Yan MA ; ; Mai Ling HUANG ; ; Tao LI ; Jian DU ; ; Wei SHU ; ; Shi Heng XIE ; ; Hong Hong WANG ; ; Guo Feng ZHU ; Shou Yong TAN ; Yan Yong FU ; Li Ping MA ; Lian Ying ZHANG ; Fei Ying LIU ; Dai Yu HU ; Yan Ling ZHANG ; Xiang Qun LI ; Yu Hong LIU ; ; Liang LI ;
Biomedical and Environmental Sciences 2017;30(9):671-675
We assessed the role of diabetes mellitus (DM) on treatment effects in drug-susceptible initial pulmonary tuberculosis (PTB) patients. A prospective study was conducted in eight provinces of China from October 2008 to December 2010. We enrolled 1,313 confirmed drug-susceptible initial PTB patients, and all subjects received the treatment regimen (2H3R3E3Z3/4H3R3) as recommended by the national guidelines. Of the 1,313 PTB patients, 157 (11.9%) had DM; these patients had more sputum smear-positive rates at the end of the second month [adjusted odds ratios (aOR) 2.829, 95% confidence intervals (CI) 1.783-4.490], and higher treatment failure (aOR 2.120, 95% CI 1.565-3.477) and death rates (aOR 1.536, 95% CI 1.011-2.628). DM was a contributing factor for culture-positive rates at the end of the second month and treatment failure and death of PTB patients, thus playing an unfavorable role in treatment effects of PTB.
Antitubercular Agents
;
therapeutic use
;
China
;
epidemiology
;
Diabetes Mellitus
;
epidemiology
;
therapy
;
Female
;
Humans
;
Male
;
Mycobacterium tuberculosis
;
drug effects
;
Tuberculosis, Pulmonary
;
complications
;
drug therapy
;
epidemiology
;
microbiology
6.Prevalence, clinical characteristics and outcome in patients with chronic heart failure and diabetes.
Chuan SHI ; Ling-jie WANG ; Dan-feng HU ; Jin-ping LI ; Tian-qi ZHU ; Ying SHAN ; Jian-rong ZHAO ; Feng-ru ZHANG ; Wei-feng SHEN
Chinese Medical Journal 2010;123(6):646-650
BACKGROUNDChronic heart failure (CHF) and diabetes mellitus portend high morbidity and mortality because of an interrelated pathophysiologic process. This large cohort study aimed to analyze the prevalence, clinical characteristics and long-term outcome of patients with CHF and diabetes.
METHODSA total of 1119 patients with NYHA functional class II - IV and left ventricular ejection fraction (LVEF) < 45% between January 1995 and May 2009 were recruited. Clinical variables, biochemical and echocardiographic measurements were retrospectively reviewed, and composite major cardiac events (MCE) including death, heart transplantation, and refractory heart failure requiring multiple hospitalizations were recorded.
RESULTSThe prevalence of CHF with diabetes was progressively increased with time (16.9% in 1995 - 1999; 20.4% in 2000 - 2004, and 29.1% in 2005 - 2009) and age (18.5% in < 60 years, 26.6% in 60 - 80 years, and 26.6% in > 80 years). Compared with CHF patients without diabetes, those with diabetes had worse cardiac function, more abnormal biochemical changes, and higher mortality. Treatment with glucose-lowering agents significantly improved LVEF and decreased MCE. An elevated serum HbA1c level was associated with large left ventricular end-systolic diameter (P < 0.05), decreased LVEF (P < 0.01) and reduced survival (P < 0.05). Multivariable Logistic regression analysis revealed that after adjustment for confounding factors, NYHA functional class (OR 2.65, 95%CI 1.14 - 6.16, P = 0.024) and HbA1c level >or= 7% (OR 2.78, 95%CI 1.00 - 7.68, P = 0.049) were independent risk factors for adverse outcomes in CHF patients with diabetes.
CONCLUSIONSPrevalence of CHF with diabetes was increasing during past decades, and patients with CHF and diabetes had worse clinical profiles and prognosis. Aggressive anti-CHF and diabetes therapies are needed to improve overall outcomes for these patients.
Adult ; Aged ; Aged, 80 and over ; Diabetes Complications ; epidemiology ; etiology ; Diabetes Mellitus ; drug therapy ; epidemiology ; Female ; Glycated Hemoglobin A ; analysis ; Heart Failure ; drug therapy ; epidemiology ; etiology ; Humans ; Male ; Middle Aged ; Multivariate Analysis ; Prevalence ; Ventricular Function, Left
7.Inadequate glycaemic control and antidiabetic therapy among inpatients with type 2 diabetes in Guangdong Province of China.
Yan BI ; Jin-hua YAN ; Zhi-hong LIAO ; Yan-bing LI ; Long-yi ZENG ; Kuan-xiao TANG ; Yao-ming XUE ; Hua-zhang YANG ; Lu LI ; De-hong CAI ; Ge WU ; Fan ZHANG ; Shao-da LIN ; Zheng-hua XIAO ; Da-long ZHU ; Jian-ping WENG
Chinese Medical Journal 2008;121(8):677-681
BACKGROUNDDiabetes mellitus has become epidemic in recent years in China. We investigated the prevalence of hyperglycaemia and inadequate glycaemic control among type 2 diabetic inpatients from ten university teaching hospitals in Guangdong Province, China.
METHODSInadequate glycaemic control in diabetic patients was defined as HbA1c = 6.5%. Therapeutic regimens included no-intervention, lifestyle only, oral antiglycemic agents (OA), insulin plus OA (insulin + OA), or insulin only. Antidiabetic managements included monotherapy, double therapy, triple or quadruple therapy.
RESULTSAmong 493 diabetic inpatients with known history, 75% had HbA1c = 6.5%. Inadequate glucose control rates were more frequently seen in patients on insulin + OA regimen (97%) than on OA regimen (71%) (P < 0.001), and more frequent in patients on combination therapy (81% - 96%) than monotherapy (75%) (P < 0.05). Patients on insulin differed significantly from patients on OA by mean HbA1c, glycemic control rate, diabetes duration, microvascular complications, and BMI (P < 0.01).
CONCLUSIONSThis study showed that glycaemic control of type 2 diabetic patients deteriorated for patients who received insulin and initiation time of insulin was usually delayed. It is up to clinicians to move from the traditional stepwise therapy to a more active and early combination antidiabetic therapy to provide better glucose control.
Aged ; China ; epidemiology ; Diabetes Mellitus, Type 2 ; blood ; drug therapy ; Female ; Glycated Hemoglobin A ; analysis ; Humans ; Hyperglycemia ; epidemiology ; Hypoglycemic Agents ; administration & dosage ; Inpatients ; Male ; Middle Aged
8.Predictors of in-stent restenosis in coronary heart disease patients complicating with diabetes mellitus within 2 years after drug-eluting stents implantation.
Jinsong CHEN ; Yundai CHEN ; Feng TIAN ; Yunfeng HAN ; Jing JING ; Jie LIU ; Jing WANG ; Shanshan ZHOU
Chinese Journal of Cardiology 2014;42(1):14-18
OBJECTIVETo determine predictors for in-stent restenosis (ISR) within 2 years after drug-eluting stent (DES) implantation in coronary heart disease patients complicating with diabetes mellitus and to establish predictive model.
METHODSWe retrospectively analyzed clinical data of patients underwent DES implantation in our hospital between January 2005 and December 2012. Using random number generated by SPSS 17.0, a total of 3 073 cases were randomly divided into two cohort, model derivation cohort (MDC) and model validation cohort (MVC). MDC (2 048 cases) was divided into in-stent restenosis (ISR) group and control group. Predictors were identified using univariable and multivariable logistic regression analysis in MDC. Integer point values were assigned to each predictor based upon their β coefficient in multivariable logistic regression model to establish scoring model. The summed scores of each case in MVC (1 025 cases) were calculated to test predictive ability of the model.
RESULTSOf all these 3 073 cases, 217 cases (7.1%) were diagnosed with ISR within 2 year after DES implantation. The incidence of ISR within 2 year after DES implantation was 7.3% (149 cases) in MDC and logistic regression analysis identified six ISR risk factors: multiple target vessels (OR = 3.69, 95%CI: 2.65-8.93, P = 0.000), diffused lesions (OR = 2.92, 95%CI: 2.03-6.46, P = 0.000), GFR < 60 ml×min(-1)·1.73 m(-2) (OR = 4.73, 95%CI: 3.51-10.62, P = 0.000), smoking (OR = 3.37, 95%CI: 2.39-8.46, P = 0.000), age < 60 years old (OR = 1.44, 95%CI:1.26-4.63, P = 0.024), HbAlc ≥ 6.3% (OR = 2.48, 95%CI: 1.84-4.27, P = 0.002). Risk score was well associated with the rate of ISR in MVC. Sensitivity was 76.5% (95%CI: 64.6%-85.9%), specificity was 76.1% (95%CI: 73.2%-78.7%), and areas under the ROC curve was 0.851(95%CI:0.813-0.890, P = 0.000) when score was set at 5.5.
CONCLUSIONSThe incidence of ISR in coronary heart disease patients complicating with diabetes mellitus within 2 years after DES implantation is relatively low. Several factors are associated with ISR in these patients and risk for ISR could be reliably identified by the established scoring model.
Aged ; Coronary Disease ; complications ; epidemiology ; therapy ; Coronary Restenosis ; etiology ; Diabetes Mellitus ; epidemiology ; Drug-Eluting Stents ; Female ; Humans ; Logistic Models ; Male ; Middle Aged ; Predictive Value of Tests ; Retrospective Studies
9.An intriguing association between congestive heart failure and diabetes mellitus.
Chinese Medical Journal 2010;123(6):643-645
Diabetes Complications
;
epidemiology
;
etiology
;
Diabetes Mellitus
;
epidemiology
;
Glycated Hemoglobin A
;
analysis
;
Heart Failure
;
drug therapy
;
epidemiology
;
etiology
;
Humans
;
Receptor for Advanced Glycation End Products
;
Receptors, Immunologic
;
physiology
;
Renin-Angiotensin System
;
physiology
10.Efficacy of acupuncture on cardiovascular complications in patients with diabetes mellitus in Korea: A nationwide retrospective cohort.
Hyejin JUNG ; Tiana WON ; Ga-Yeon KIM ; Jowon JANG ; Sujung YEO ; Sabina LIM
Journal of Integrative Medicine 2023;21(2):176-183
OBJECTIVE:
The main aim of this study is to investigate whether acupuncture could be an effective complementary treatment for reducing the risk of macrovascular complications in diabetic patients currently taking antidiabetic medications using a nationwide population-based database.
METHODS:
We conducted a retrospective cohort study to assess the efficacy of acupuncture on cardiovascular complications in diabetic patients using data from patients between 40 and 79 years of age, newly diagnosed with diabetes between 2003 and 2006, found in the National Health Insurance Service-National Sample Cohort (NHIS-NSC) in Korea. From the data, we identified 21,232 diabetic patients who were taking antidiabetic medication between 2003 and 2006. The selected patients were divided into two groups-those who received acupuncture at least three times and those who received no acupuncture (non-acupuncture) in the year following their diagnosis of diabetes. After 1:1 propensity score matching (PSM), each group had 3350 patients, and the observation ceased at the occurrence of a major adverse cardiovascular event (MACE), which was defined as either myocardial infarction, stroke, or death due to cardiovascular cause.
RESULTS:
After PSM, the acupuncture group had a lower incidence of MACE (hazard ratio [HR]: 0.87; 95% confidence interval [CI]: 0.81-0.94; P = 0.0003) and all-cause mortality (HR: 0.77; 95% CI: 0.70-0.84; P < 0.0001) than the non-acupuncture group; the HRs for stroke-related mortality (HR: 0.75; 95% CI: 0.56-1.00; P = 0.0485), ischemic heart disease mortality (HR: 0.53; 95% CI: 0.34-0.84; P = 0.006) and circulatory system disease mortality (HR: 0.67; 95% CI: 0.55-0.82; P < 0.0001) were lower in the acupuncture group than in the non-acupuncture group in the secondary analysis.
CONCLUSION
Our results indicate that diabetic patients receiving acupuncture treatment might have a lower risk of MACE, all-cause mortality and cardiovascular mortality. This population-based retrospective study suggests beneficial effects of acupuncture in preventing macrovascular complications associated with diabetes. These findings call for further prospective cohort or experimental studies on acupuncture treatment for cardiovascular complications of diabetes. Please cite this article as: Jung H, Won T, Kim GY, Jang J, Yeo S, Lim S. Efficacy of acupuncture on cardiovascular complications in patients with diabetes mellitus in Korea: A nationwide retrospective cohort. J Integr Med. 2023; 21(2): 176-183.
Humans
;
Retrospective Studies
;
Cardiovascular Diseases/etiology*
;
Diabetes Mellitus, Type 2/drug therapy*
;
Hypoglycemic Agents/therapeutic use*
;
Stroke/complications*
;
Acupuncture Therapy
;
Republic of Korea/epidemiology*