Cost-effectiveness analysis of patient self-testing therapy of oral anticoagulation.

Patient Self-testing (PST) could be an option for present anticoagulation therapy monitoring, but current evidence on its cost-effectiveness is limited. This study aims to estimate the cost-effectiveness of PST to other different care approaches for anticoagulation therapy in Thailand, a low-to-middle income country (LMIC). A Markov model was used to compare lifetime costs and quality-adjusted life years (QALYs) accrued to patients receiving warfarin through PST or either anticoagulation clinic (AC) or usual care (UC). The model was populated with relevant information from literature, network meta-analysis, and database analyses. Incremental cost-effectiveness ratios (ICERs) were presented as the year 2015 values. A base-case analysis was performed for patients at age 45-year-old. Sensitivity analyses including one-way and probabilistic sensitivity analyses (PSA) were constructed to determine the robustness of the findings. From societal perspective, PST increased QALY by 0.87 and costs by 112,461 THB compared with UC. Compared with AC, PST increased QALY by 0.161 and costs by 21,019 THB. The ICER with PST was 128,697 (3625 USD) and 130,493 THB (3676 USD) per QALY gained compared with UC and AC, respectively. The probability of PST being cost-effective is 74.1% and 51.9%, compared to UC and AC, respectively, in Thai context. Results were sensitive to the efficacy of PST, age and frequency of hospital visit or self-testing. This analysis suggested that PST is highly cost-effective compared with usual care and less cost-effective against anticoagulation clinic. Patient self-testing strategy appears to be economically valuable to include into healthcare system within the LMIC context.

Effects of glomerular filtration rate estimating equations derived from different reference methods on staging and long term mortality risks of chronic kidney disease in a Southeast Asian cohort.

AIM: There are limited data on the risks of chronic kidney disease (CKD) in Southeast Asian populations. Several GFR estimating equations have been developed in diverse Asian populations, but they produce markedly discrepant results. We investigated the impact of Asian equations on the mortality risk of CKD in a Thai cohort during long term follow-up, and explored the differences between equations grouped according to the reference GFR methods used to develop them. METHODS: Employees of the Electricity Generating Authority of Thailand (n = 3430) were enrolled in a health survey and followed up for 22 years. The risks for all-cause mortality for each GFR stage classified by CKD-EPI or different Asian equations were assessed by using Cox proportional hazard models. RESULTS: Equations derived from DTPA clearance (Chinese MDRD, Thai GFR, Singapore CKD-EPI) produced higher GFR, whereas equations from inulin clearance (Japanese CKD-EPI, Taiwan MDRD or Taiwan CKD-EPI) produced lower GFR compared to CKD-EPI. (Average ΔGFR: inulin, -14.9 vs. DTPA +5.80 mL/min per 1.73 m(2) , P < 0.001). CKD prevalence varied widely (0.7 to 24 %) with inulin-based equations being higher than DTPA-based. GFR stage concordance was over 80% for equations using similar reference method compared to less than 40% between inulin and DTPA-based equations. Low GFR (<45) was an independent mortality risk factor when DTPA-based equations were used, but not when inulin-based equations were used. CONCLUSION: Chronic kidney disease prevalence and prognosis in Thais varied widely depending on the equation used. Differences in the reference GFR methods could be an important cause for the discrepancies between Asian equations.

Causal relationship between body mass index and fetuin-A level in the asian population: a bidirectional Mendelian randomization study.

OBJECTIVE: Fetuin-A is associated with body mass index (BMI) as well as components of the metabolic syndrome. However, it is unclear if fetuin-A affects BMI or the other way around. We therefore assessed the causal association between fetuin-A and BMI or vice versa, utilizing a bidirectional Mendelian randomization approach. DESIGN AND METHODS: This was a study of 2558 subjects from the Electricity Generating Authority of Thailand (EGAT) cohort. Two polymorphisms, that is, rs2248690 in the alpha2-Hereman-Schmid glycoprotein (AHSG) gene and rs9939609 in the fat mass and obesity-associated (FTO) gene were genotyped. Bidirectional causal models were constructed using a two-stage least-square instrumental variable (IV) regression. First, rs2248690 locus was used as the instrumental variable for the effect of circulating fetuin-A on BMI, and then, the FTO rs9939609 locus was used as the instrumental variable for the effect of BMI on circulating fetuin-A. RESULTS: Among the 2558 subjects, the prevalence of the minor AHSG (T) and FTO (A) alleles was 17.9% and 22.1%, respectively. The AHSG rs2248690 locus was highly related to serum fetuin-A levels (P < 0.001). Likewise, the FTO rs9939609 locus and BMI were highly associated (P < 0.001). Mendelian randomization analyses showed that circulating fetuin-A, instrumented by the AHSG rs2248690 locus, was associated with BMI (coefficient = 2.26; 95% CI: 0.39, 4.12). In contrast, BMI, instrumented by the FTO rs9939609 locus, was not associated with circulating fetuin-A (coefficient = 0.0007; 95% CI: -0.0242, 0.0256). CONCLUSION: Our findings suggest a causal association leading from circulating fetuin-A to BMI. There was no evidence of reverse causality from BMI to fetuin-A.

Causal inference of the effect of adiposity on bone mineral density in adults.

OBJECTIVE: The causal effect of adipose tissue on bone mass and the direction of its net influence have not been directly assessed in adult humans. Using the Mendelian randomization analysis, we assessed the causality of adiposity in measurements of bone mass in adult males and females. DESIGN AND METHODS: Subjects consisted of 2154 adults aged 25-54 years from a cross-sectional cohort of the employees of the Electricity Generating Authority of Thailand. Body composition was determined after at least 3 h of fasting using multifrequency bioelectrical impedance analysis. Bone mineral density (BMD) was assessed by dual energy X-ray absorptiometry. A polymorphism in the fat mass and obesity-associated gene (FTO rs9939609) was used as an instrument in the Mendelian randomization analysis. RESULTS: The genotype distribution of the FTO rs9939609 polymorphism was 61·1% TT, 33·9% AT and 5·0% AA. The average body mass index (BMI), body fat mass and percentage body fat were 23·9 kg/m(2) (SD = 3·6), 17·9 kg (SD = 6·6) and 26·8% (SD = 7·2), respectively. The FTO rs9939609 polymorphism was significantly correlated with BMI (coefficient = 0·673 kg/m(2) , P < 0·001), body fat mass (coefficient = 0·948 kg, P < 0·001) and percentage body fat (coefficient = 0·759%, P < 0·01). An instrumental variable (IV) regression model, using BMI as the intermediate phenotype, suggested that FTO was a strong IV. Also, the FTO-BMI polymorphism was significantly associated with total hip and femoral neck BMD but was not correlated with total spine BMD, with estimated correlation coefficients of 0·0189 (95% CI: 0·0046, 0·0332), 0·0149 (95% CI: 0·0030, 0·0268) and 0·0025 (95% CI: -0·0131, 0·0136) g/cm(2) , respectively. The variances of BMDs explained by the FTO-BMI were 19·0%, 21·3% and 1·1%, respectively. Similar trends were also observed for the FTO-body fat mass and FTO-percentage body fat correlations. CONCLUSIONS: Mendelian randomization analysis suggests that adiposity might be causally related to BMD at the femur but not at the spine.

Validity of the Thai EQ-5D in an occupational population in Thailand.

PURPOSE: To assess the construct validity of the Thai EuroQoL (EQ-5D) among an occupational population in Thailand. METHODS: Data were derived from a large cohort study among employees of the Electricity Generating Authority of Thailand. In 2008 and 2009, 4,850 participants completed the Thai EQ-5D and Short-Form 36 version 2 (SF-36v2). Thai preferences weights were used to convert EQ-5D health states into EQ-5D index scores. Construct validity of the Thai EQ-5D was examined by specifying and testing hypotheses about the relationships between the EQ-5D, SF-36v2, and participants' demographic and medical characteristics. RESULTS: Construct validity of the Thai EQ-5D was supported by expected relationships with SF-36v2 scale and summary scores. For example, SF-36v2 scores on the mental health scale were much lower for participants who reported having problems on the EQ-5D anxiety/depression dimension compared to those reporting no problems (mean norm-based SF-36v2 scores: 52.9 vs. 41.8, p < 0.001). Additionally, reporting a problem in a given EQ-5D dimension was generally associated with lower SF-36v2 summary scores. The EQ-5D index score distinguished between groups of participants in the expected manner, on the basis of sex, age, education and self-reported health, thus providing evidence of known-groups validity. CONCLUSION: The study demonstrated good construct validity of the Thai EQ-5D in a large occupational population in Thailand.

Serum uric acid levels in relation to bone-related phenotypes in men and women.

Serum uric acid levels have recently been found to be associated with bone mineral density (BMD) in elderly males. The purpose of the present study was to investigate the relationship between bone-related phenotypes and serum uric acid levels in young and middle-aged males and females. Subjects consisted of 1320 males and 485 females aged 25-54 yr. Bone densitometry and quantitative ultrasonometry (QUS) were performed on each subject. Serum uric acid and biochemical markers of bone turnover were measured in fasting serum samples. When adjusted for covariates including age, body weight, and serum creatinine in multiple linear regression models, it was found that there was a positive association between uric acid levels and BMD in males at the lumbar spine (p < 0.05). The association between uric acid levels and BMD was found in females after controlling for age, body weight, and serum creatinine at the femoral neck, but in the opposite direction (p < 0.05). Uric acid levels were related to the stiffness index (SI) as assessed by QUS in males, independent of age, body weight, and serum creatinine (p < 0.05). No association between uric acid and SI in females was found. The present study demonstrated a positive association in males between serum uric acid levels and BMD, and SI from QUS, suggesting a beneficial influence of uric acid on both the quantity and quality of bone in males.

Risk of cardiovascular events predicted by the Rama-EGAT score among HIV-infected patients in Thailand.

Cardiovascular disease has become an important cause of death among HIV-infected patients. A cross sectional study was conducted to determine the risk for cardiovascular events among HIV-infected patients who visited the Infectious Disease Clinic at Ramathibodi Hospital, Mahidol University, Bangkok, Thailand. The risk for cardiovascular events was determined using the Rama-EGAT risk score. Patients were categorized into two groups by score: high risk group with a Rama-EGAT score > or =6 and low risk group with a Rama-EGAT score <6. One hundred nine patients were included in the study. The mean age of participants was 47.3 years old, 73 (67%) were male. Mean duration of HIV infection among participants was 8.5 years and the mean CD4 cell count was 485 cells/mm(3). Nearly all the patients had received antiretroviral therapy. The mean body weight and body mass index (BMI) were 61.2 kg and 22.5 kg/m(2), respectively. Of the 109 participants, 12 (11%) had a high risk for cardiovascular events. On multivariate analysis, older age [odds ratio (OR) per 5 years increase = 8.6; p=0.005], diabetes mellitus (OR = 63.1; p=0.020) and lower HDL (OR per 5 mg/dl decrease = 4.3, p=0.020) were factors significantly associated with high EGAT risk score. Early screening for diabetes mellitus and HDL levels, as well as appropriate glycemic control and regular exercise are crucial for preventing cardiovascular events among HIV-infected patients receiving antiretroviral therapy in Thailand.

Prevalence of coronary artery disease in different ethnic groups at a tertiary care hospital.

OBJECTIVE: To compare the prevalence of coronary artery disease (CAD) between Thai Muslim and Thai Buddhist patients. MATERIAL AND METHOD: A hospital based retrospective study was carried out to investigate the prevalence of CAD and cardiovascular risk factors of these two ethnic and religious groups at Nopparat Rajathanee Hospital between June 2012 and December 2012. All Thai Muslim patients aged > or = 35 years who visited the internal medicine outpatient department (OPD) were studied. The compared population was randomly selected and matched by age and sex from the Thai Buddhist patients in the same period RESULTS: Five hundred seventy nine patients with median age of 62 years (interquartile range = 24) were studied. There were 289 Thai Muslims and 290 Thai Buddhists. The prevalence of definite CAD in Muslims (14.20%) was significantly higher than the prevalence in Buddhists (6.2%) (p = 0.002). The prevalence of diabetes mellitus, hypertension, high total cholesterol (> or = 240 mg/dl), and high triglyceride in Muslims were significantly higher For high-density lipoprotein cholesterol (HDL-C), only Muslim females showed significantly higher prevalence of low HDL-C than that of Buddhist females. CONCLUSION: Thai Muslims showed significantly higher prevalence of definite CAD than that of Thai Buddhists. The greater prevalence of certain risk factors may contribute to higher prevalence of CAD in Thai Muslim patients.

Retrospective cohort study of association of NSAIDS exposure and outcome of acute decompensated congestive heart failure.

BACKGROUND AND OBJECTIVE: Heart failure is a common medical disorder in elderly people. Previous studies have shown that non-steroidal anti-inflammatory drugs (NSAIDs) were considered to be associated with congestive heart failure (CHF) due to salt and water retention. However there is limited data on NSAIDs-associated CHF in Thai population. The objective of the present study was to identify the significance of NSAIDs-related heart failure. MATERIAL AND METHOD: This is a retrospective cohort study. Patient's medical records with the diagnosis of CHF between January 2008 and December 2009 were reviewed The authors divided patients with CHF into two groups according to history of NSAIDs-exposure within a one year prior to admission. Baseline characteristics were compared and Kaplan-Meier analysis was used to determine survival difference. RESULTS: One hundred ninety six CHF patients were included in the present study. NSAIDs-used within one year was confirmed in 47 patients (23.9%). Most of baseline characteristics were comparable for both groups. The major precipitating cause of CHF in NSAIDs-exposed group was statistically significant for acute coronary syndrome (40.4% vs. 14.8%, p-value <0.001), whereas anemia and renal failure failed to show statistical significance with p-value 0.859 and 0. 370, respectively. Overall mortality showed no difference in both groups with p-value of 0.639. CONCLUSION: Previous studies considered NSAIDs to be associated with CHF due to salt and water retention. However in the Thai population, there was an increasing incidence of acute coronary syndrome in concomitant with decompensated CHF Overall mortality in both groups was not significantly different.

The impact of different GFR estimating equations on the prevalence of CKD and risk groups in a Southeast Asian cohort using the new KDIGO guidelines.

BACKGROUND: Recently, the Kidney Disease: Improving Global Outcomes (KDIGO) group recommended that patients with CKD should be assigned to stages and composite relative risk groups according to GFR (G) and proteinuria (A) criteria. Asians have among the highest rates of ESRD in the world, but establishing the prevalence and prognosis CKD is a problem for Asian populations since there is no consensus on the best GFR estimating (eGFR) equation. We studied the effects of the choice of new Asian and Caucasian eGFR equations on CKD prevalence, stage distribution, and risk categorization using the new KDIGO classification. METHODS: The prevalence of CKD and composite relative risk groups defined by eGFR from with Chronic Kidney Disease-Epidemiology Collaboration (CKD-EPI); standard (S) or Chinese(C) MDRD; Japanese CKD-EPI (J-EPI), Thai GFR (T-GFR) equations were compared in a Thai cohort (n = 5526) RESULTS: There was a 7 fold difference in CKD3-5 prevalence between J-EPI and the other Asian eGFR formulae. CKD3-5 prevalence with S-MDRD and CKD-EPI were 2 - 3 folds higher than T-GFR or C-MDRD. The concordance with CKD-EPI to diagnose CKD3-5 was over 90% for T-GFR or C-MDRD, but they only assigned the same CKD stage in 50% of the time. The choice of equation also caused large variations in each composite risk groups especially those with mildly increased risks. Different equations can lead to a reversal of male: female ratios. The variability of different equations is most apparent in older subjects. Stage G3aA1 increased with age and accounted for a large proportion of the differences in CKD3-5 between CKD-EPI, S-MDRD and C-MDRD. CONCLUSIONS: CKD prevalence, sex ratios, and KDIGO composite risk groupings varied widely depending on the equation used. More studies are needed to define the best equation for Asian populations.

Vitamin D epimers are associated with circulating haemoglobin levels independently of C-reactive protein.

Vitamin D deficiency has been shown to be associated with anaemia. Circulating 25(OH)D consists of both epimeric and nonepimeric forms. However, the relative roles of epimeric and nonepimeric vitamin D in regulating anaemia and haemoglobin levels remain unknown. Therefore, in this study, we examined the effect of vitamin D, including its epimers, on haemoglobin levels, independently of its effect on circulating high-sensitivity C-reactive protein (hsCRP). This was a cross-sectional study of 1655 subjects from a long-term follow-up cohort at the Electricity Generating Authority of Thailand. Venous blood sample were collected for determination of vitamin D [25(OH)D2, 25(OH)D3, 3'-epi-25(OH)D2, and 3'-epi-25(OH)D3], haemoglobin, and hsCRP levels. Data are presented as mean ± standard deviation. Age, sex, and body mass index (BMI) were significantly associated with circulating haemoglobin levels, while no association was found between total serum 25(OH)D and haemoglobin levels. However, when total 25(OH)D was separated into 3'-epimeric and non-3'-epimeric forms, 3'-epi-25(OH)D was significantly associated with haemoglobin levels, independently of age, sex, and BMI (P < 0.01). No association was found between non-3'-epi-25(OH)D and haemoglobin. When hsCRP was added to the model, the effect 3'-epi-25(OH)D on haemoglobin levels remained significant (P < 0.01). In conclusion, vitamin D epimers are associated with circulating haemoglobin levels, which supports the role of vitamin D in red blood cell and iron physiology.

Independent and Opposite Associations Between Branched-Chain Amino Acids and Lysophosphatidylcholines With Incident Diabetes in Thais.

Branched-chain amino acids (BCAAs) and lysophosphatidylcholines (LPCs) have been reported to be associated with diabetes. The purpose of the present study was to investigate the relative contributions of BCAAs and LPCs to the progression of prediabetes to diabetes using a targeted metabolomic approach. This study was part of a health survey of employees of the Electricity Generating Authority of Thailand (n = 79; nine females and 70 males). A targeted metabolomics analysis was performed using an AbsoluteIDQ® p180 kit, flow injection analysis, and liquid chromatography-tandem mass spectrometry. The highest variable importance in projection (VIP) scores for the progression to diabetes of the amino acids and phospholipids were associated with isoleucine and LPC acyl C28:1, respectively. Using logistic regression analysis, we found that high baseline isoleucine concentration was associated with a higher incidence of diabetes, while high LPC acyl 28:1 was associated with a lower incidence. Isoleucine and LPC acyl 28:1 were independently associated with incident diabetes in a model that also included conventional risk factors for diabetes (baseline fasting plasma glucose (FPG), age, sex, and body mass index (BMI)). In addition, isoleucine and LPC acyl 28:1 were independently associated with serum HbA1c 5 years later in a robust regression model that also included baseline FPG, age, sex, and BMI. Isoleucine, LPC acyl 28:1, age, and FPG were significantly associated with HbA1c at this time. In conclusion, these results provide evidence that isoleucine and LPC acyl C28:1 have respective positive and negative independent associations with incident diabetes.

Efficiency of the home cardiac rehabilitation program for adults with complex congenital heart disease.

OBJECTIVE: We aimed to study the efficiency and safety of once-a-week outpatient rehabilitation followed by home program with tele-monitoring in patients with complex cyanotic congenital heart disease. DESIGN: Prospective nonrandomized study. METHOD: Patients who have been diagnosed either Eisenmenger's syndrome or inoperable complex cyanotic heart disease and able to attend 12-week cardiac rehabilitation program were included. Training with treadmill walking and bicycling under supervision at cardiac rehabilitation unit once-a-week in the first 6 weeks followed by home-based exercise program (bicycle and walking) with a target at 40%-70% of maximum heart rate (HRmax) at pretraining peak exercise for another 6 weeks was performed in the intervention group. Video and telephone calls were scheduled for evaluation of compliance and complication. Data from cardiopulmonary exercise testing (CPET) on cycle ergometry including peak oxygen consumption (peakVO2 ), oxygen pulse (O2 pulse), ventilatory equivalent for carbon dioxide (VE/CO2 at anaerobic threshold), constant work-rate endurance time (CWRET) at 75% of peak VO2 , and 6-minute walk distance (6MWD) were compared between baseline and after training by paired t test. RESULT: Of the 400 patients in our adult congenital heart disease clinic, 60 patients met the inclusion criteria. Eleven patients who could follow program regularly were assigned home program. There was a statistically significant improvement of CWRET, O2 pulse, and 6MWD after finishing the program (P = .003, .039, and .001, respectively). The mean difference of 6MWD change in the home-program group was significantly higher than in the control group (69.3 ± 47.9 meters vs. 4.1 ± 43.4 meters, P = .003). No serious adverse outcomes were reported during home training. CONCLUSION: Once-a-week outpatient hospital-based exercise program followed by supervised home-based exercise program showed a significant benefit in improvement of exercise capacity in adults with complex cyanotic congenital heart disease without serious adverse outcomes.

Associations between serum lipids and causes of mortality in a cohort of 3,499 urban Thais: The Electricity Generating Authority of Thailand (EGAT) study.

The association between serum lipids and mortality has not previously been established in Thailand. Baseline data from the Electricity Generating Authority of Thailand (EGAT) cohort study, plus a resurvey of the cohort 15 years later were analyzed. Participants were employees of EGAT: 2,702 men and 797 women. Total cholesterol (TC), high density lipoprotein cholesterol (HDL-C), low density lipoprotein cholesterol (LDL-C), and triglycerides (TG) were taken as predictive variables; age, sex, hypertension, diabetes, cigarette smoking, alcohol drinking, and body mass index were taken as confounders. Dependent variables were all-causes and specific causes of mortality over 17 years of follow-up. The major cause of death among men was cardiovascular disease (CVD); among women, it was cancer. Relative risks (RR) for specific causes of death, for a mmol/L increase in each lipid, were estimated after adjustment for confounding factors using Cox proportional hazards regression. TC and LDL-C were negatively associated with liver cirrhosis mortality, although it was likely that the low cholesterol concentration was a consequence of the disease. HDL-C was negatively associated with CVD mortality (RR = 0.59; 95% confidence interval [CI], 0.39-0.93), coronary heart disease (CHD) mortality (RR = 0.36; 95% CI, 0.17-0.75) and all cause-mortality (RR = 0.68; 95% CI, 0.54-0.87). TG was not associated with mortality. HDL-C is an important risk factor for CVD in middle-class urban Thais. Health promotion programs to improve lipid profiles, such as effective exercise campaigns and dietary advice, are required to increase HDL-C and to help prevent CVD and premature death in Thailand.

Cardiac arrhythmias in Thai Acute Coronary Syndrome Registry.

BACKGROUND: The incidence of arrhythmic complications in Thai patients with acute coronary syndromes (ACS) has not been previously reported. The present study results will serve as the local database for future studies. OBJECTIVE: To evaluate the incidence of arrhythmic complications in ASC in Thai patients and to identify factors that may affect arrhythmia complications in ACS patients. MATERIAL AND METHOD: Data collected from 9,373 patients from the Thai acute coronary syndrome registry (TACSR) were analyzed. This registry includes patients who presented with ACS including ST elevation myocardial infarction (STEMI), non-ST elevation myocardial infarction (NSTEMI) and unstable angina (UA), within 14 days from the symptoms onset. RESULTS: 395 (4.2%) patients with an ACS presented after cardiac arrest. These patients were noted to have significantly higher in-hospital mortality (50.1%). The incidence of serious cardiac arrhythmia complications in the TACSR was 16.6%. Among them, 62.7% were sustained VT/VE 31.5% had second or third degree AV block, and 5.8% has both VT/VF and AV Block. The incidence of VT was higher in the younger age group, while AV block and arrhythmic death were higher in the older aged patients. Arrhythmias complicating ACS were associated with increased mortality risk. Congestive heart failure (CHF) within the first 48 hours, current use of tobacco and cardiac troponin elevation were associated with significantly higher arrhythmic complications during hospitalization. CONCLUSION: Arrhythmias complicating ACS were associated with higher in hospital mortality. CHF within the first 48 hr, current tobacco use and cardiac troponin elevation were associated with significantly higher arrhythmic complications.

The effect of the public or private status of health care facility in acute coronary syndrome: data from Thai ACS Registry.

BACKGROUND: Few data showed the differences between public and private hospitals in management practices and outcomes of patients with acute coronary syndrome. Furthermore, no data is available in Thailand. OBJECTIVE: To determine the patients' characteristics, management practices, and in-hospital outcomes differences between public and private hospitals in Thailand for patients with acute coronary syndrome. MATERIAL AND METHOD: Data from the Thai Acute Coronary Syndrome Registry (TACSR), which was a prospective observational study on ACS in Thailand from 2003 to 2005, was used. This registry provided clinical characteristics, medical management and outcomes of patients with ACS during hospitalization. All data were then compared based on type of admitting hospitals; public and private hospitals. To determine the relationship between type of hospital and major cardiac outcomes, multivariate logistic regression analysis was performed and represented as odd ratio (OR) and 95% confidence interval (95%CI). RESULTS: Eight thousand one hundred sixty four patients were admitted to public hospitals (n = 13), and 1,209 were admitted to private hospitals (n = 4). Patients in public hospitals were older (65.4 +/- 12.1 vs. 63.4 +/- 13.3 years, p < 0.001) and more female gender (41.7% vs. 30.1%, p < 0.001). Diagnosis of acute ST-elevation myocardial infarction were lower in public hospitals compared to private hospitals (39.6% vs. 50%, p < 0.001). After adjusting for baseline patient characteristics and management, in-hospital outcomes were higher in public hospitals for total mortality (13.6% vs. 5.9%, OR 2.3, 95%CI 1.76-3.12, p < 0.001), cardiac mortality (10.6% vs. 4.8%, OR = 2.1, 95%CI 1.55-2.91, p< 0.001) and major bleeding (6.3% vs. 3.2%, OR = 2.1, 95%CI 1.48-3.23, p < 0.001). Compared with the patients in the public hospital, patients in the private hospitals were more likely to undergo coronary angiography, percutaneous coronary intervention and coronary bypass grafting. CONCLUSION: In Thailand, management of patients with acute coronary syndrome is influenced by the public or private status of the hospitals. Patients were more likely to undergo coronary angiography and coronary revascularization procedures in private hospitals. The length of hospital stays and in-hospital mortality was higher in public hospitals.

A risk score for predicting incident diabetes in the Thai population.

OBJECTIVE: The objective of this study was to develop and evaluate a risk score to predict people at high risk of diabetes in Thailand. RESEARCH DESIGN AND METHODS: A Thai cohort of 2,677 individuals, aged 35-55 years, without diabetes at baseline, was resurveyed after 12 years. Logistic regression models were used to identify baseline risk factors that predicted the incidence of diabetes; a simple model that included only those risk factors as significant (P < 0.05) when adjusted for each other was developed. The coefficients from this model were transformed into components of a diabetes score. This score was tested in a Thai validation cohort of a different 2,420 individuals. RESULTS: A total of 361 individuals developed type 2 diabetes in the exploratory cohort during the follow-up period. The significant predictive variables in the simple model were age, BMI, waist circumference, hypertension, and history of diabetes in parents or siblings A cutoff score of 6 of 17 produced the optimal sum of sensitivity (77%) and specificity (60%). The area under the receiver-operating characteristic curve (AUC) was 0.74. Adding impaired fasting glucose or impaired glucose tolerance status to the model slightly increased the AUC to 0.78; adding low HDL cholesterol and/or high triglycerides barely improved the model. The validation cohort demonstrated similar results. CONCLUSIONS: A simple diabetes risk score, based on a set of variables not requiring laboratory tests, can be used for early intervention to delay or prevent the disease in Thailand. Adding impaired fasting glucose or impaired glucose tolerance or triglyceride and HDL cholesterol status to this model only modestly improves the predictive ability.

Management of atherosclerosis risk factors for patients at high cardiovascular risk in real-world practice: a multicentre study.

INTRODUCTION: Atherosclerotic cardiovascular disease is a global health burden. However, there are heterogeneities among countries or regions in the risk factors and clinical manifestations of atherosclerotic diseases as well as management patterns. METHODS: We collected data from 25 centres in Thailand. Patients with documented coronary artery disease, cerebrovascular disease or peripheral arterial disease, or with at least three atherosclerosis risk factors were enrolled between April 2011 and March 2014. Data on demographics, atherosclerosis risk factors and the management pattern of risk factors, including laboratory findings, were recorded. RESULTS: In total, 9,390 patients, including 4,861 patients with established atherosclerotic disease and 4,529 patients with multiple risk factors, were enrolled. The modifiable risk factors, other than current smoking habit (5.3%), were common: hypertension (83.8%), dyslipidaemia (85.9%) and diabetes mellitus (57.4%). A majority of patients with hypertension (96.3%), dyslipidaemia (93.8%) and diabetes mellitus (78.5%) received medications for their conditions. Antiplatelet agents were given to 73.9% of patients. The undertreatment rate of cardiovascular risk factors, such as blood pressure, low-density lipoprotein cholesterol, haemoglobin A1c and smoking status, was 35.8%, 59.0%, 45.3% and 5.3%, respectively. CONCLUSION: Conventional atherosclerosis risk factors were common among Thai patients with established atherosclerotic disease. Even though most of the patients received recommended treatments according to established guidelines, a significant proportion of them were undertreated for atherosclerosis risk factors.

The association between mean platelet volume and cardiovascular risk factors.

BACKGROUND: Mean platelet volume (MPV) correlates with platelet activation and has recently emerged as a potential marker of cardiovascular diseases. Previous publications also suggest possible association between MPV and some cardiovascular risk factors but the evidences are still conflicting and inconclusive. OBJECTIVE: To study the association between MPV and cardiovascular risk factors. METHODS: This is a cross-sectional study using data from the second survey of the Electricity Generating Authority of Thailand (EGAT) cohort. All participants of the survey who had results of MPV were included. Exclusion criteria included subjects with known hematologic disease or subjects with hematocrit <30% or platelet count <140,000/mm(3). The details of cardiovascular risk factors were documented and the association between MPV and risk factors was analyzed using fractional polynomial regression analysis. RESULTS: There were 2727 subjects with MPV results. After excluding those who had hematologic disease, 2642 subjects were included for analysis. Univariate analysis revealed that gender, diabetes, serum triglyceride, hypertension, and prehypertension were associated with MPV. Hematocrit, platelet count and fasting plasma glucose were inversely correlated with MPV. After adjusting with other variables, the risk factors that remained significantly associated with MPV included female gender, diabetes, metabolic syndrome, serum triglyceride, hypertension, and prehypertension. Platelet count and hematocrit were found to have significant inverse correlation with MPV. CONCLUSION: After adjusting for other cardiovascular risk factors, the independent factors remain associated with MPV included female gender, diabetes, metabolic syndrome, serum triglyceride, hypertension and prehypertension. MPV has significant, but inverse association with platelet count and hematocrit.