RESUMEN
BACKGROUND: Diabetes outcomes are influenced by host factors, settings, and care processes. We examined the association of data-driven integrated care assisted by information and communications technology (ICT) with clinical outcomes in type 2 diabetes in public and private healthcare settings. METHODS AND FINDINGS: The web-based Joint Asia Diabetes Evaluation (JADE) platform provides a protocol to guide data collection for issuing a personalized JADE report including risk categories (1-4, low-high), 5-year probabilities of cardiovascular-renal events, and trends and targets of 4 risk factors with tailored decision support. The JADE program is a prospective cohort study implemented in a naturalistic environment where patients underwent nurse-led structured evaluation (blood/urine/eye/feet) in public and private outpatient clinics and diabetes centers in Hong Kong. We retrospectively analyzed the data of 16,624 Han Chinese patients with type 2 diabetes who were enrolled in 2007-2015. In the public setting, the non-JADE group (n = 3,587) underwent structured evaluation for risk factors and complications only, while the JADE (n = 9,601) group received a JADE report with group empowerment by nurses. In a community-based, nurse-led, university-affiliated diabetes center (UDC), the JADE-Personalized (JADE-P) group (n = 3,436) received a JADE report, personalized empowerment, and annual telephone reminder for reevaluation and engagement. The primary composite outcome was time to the first occurrence of cardiovascular-renal diseases, all-site cancer, and/or death, based on hospitalization data censored on 30 June 2017. During 94,311 person-years of follow-up in 2007-2017, 7,779 primary events occurred. Compared with the JADE group (136.22 cases per 1,000 patient-years [95% CI 132.35-140.18]), the non-JADE group had higher (145.32 [95% CI 138.68-152.20]; P = 0.020) while the JADE-P group had lower event rates (70.94 [95% CI 67.12-74.91]; P < 0.001). The adjusted hazard ratios (aHRs) for the primary composite outcome were 1.22 (95% CI 1.15-1.30) and 0.70 (95% CI 0.66-0.75), respectively, independent of risk profiles, education levels, drug usage, self-care, and comorbidities at baseline. We reported consistent results in propensity-score-matched analyses and after accounting for loss to follow-up. Potential limitations include its nonrandomized design that precludes causal inference, residual confounding, and participation bias. CONCLUSIONS: ICT-assisted integrated care was associated with a reduction in clinical events, including death in type 2 diabetes in public and private healthcare settings.
Asunto(s)
Prestación Integrada de Atención de Salud/estadística & datos numéricos , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/epidemiología , Adulto , Estudios de Cohortes , Femenino , Hong Kong/epidemiología , Humanos , Masculino , Persona de Mediana Edad , Evaluación de Programas y Proyectos de Salud , Modelos de Riesgos Proporcionales , Sistema de Registros , Estudios Retrospectivos , Factores de Riesgo , Autocuidado/métodos , Resultado del TratamientoRESUMEN
BACKGROUND: Early detection and risk factor control prevent chronic kidney disease (CKD) progression. Evaluation of peripheral autonomic dysfunction may detect incident cardiovascular-renal events in type 2 diabetes (T2D). METHODS: SUDOSCAN, a non-invasive tool, provides an age-adjusted electrochemical skin conductance (ESC) composite score incorporating hands/feet ESC measurements, with a score ≤53 indicating sudomotor dysfunction. A consecutive cohort of 2833 Chinese adults underwent structured diabetes assessment in 2012-13; 2028 participants without preexisting cardiovascular disease (CVD) and CKD were monitored for incident cardiovascular-renal events until 2015. RESULTS: In this prospective cohort {mean age 57.0 [standard deviation (SD) 10.0] years; median T2D duration 7.0 [interquartile range (IQR) 3.0-13.0] years; 56.1% men; 72.5% never-smokers; baseline ESC composite score 60.7 (SD 14.5)}, 163 (8.0%) and 25 (1.2%) participants developed incident CKD and CVD, respectively, after 2.3 years of follow-up. The adjusted hazard ratios (aHRs) per 1-unit decrease in the ESC composite score for incident CKD, CVD and all-cause death were 1.02 [95% confidence interval (CI) 1.01-1.04], 1.04 (1.00-1.07) and 1.04 (1.00-1.08), respectively. Compared with participants with an ESC composite score >53, those with a score ≤53 had an aHR of 1.56 (95% CI 1.09-2.23) for CKD and 3.11 (95% CI 1.27-7.62) for CVD, independent of common risk markers. When added to clinical variables (sex and duration of diabetes), the ESC composite score improved discrimination of all outcomes with appropriate reclassification of CKD risk. CONCLUSIONS: A low ESC composite score independently predicts incident cardiovascular-renal events and death in T2D, which may improve the screening strategy for early intervention.
Asunto(s)
Enfermedades Cardiovasculares/fisiopatología , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/fisiopatología , Neuropatías Diabéticas/diagnóstico , Mortalidad , Insuficiencia Renal Crónica/fisiopatología , Piel/patología , Adolescente , Adulto , Anciano , Área Bajo la Curva , Asia/epidemiología , Pueblo Asiatico , Enfermedades Cardiovasculares/complicaciones , Niño , Preescolar , Neuropatías Diabéticas/complicaciones , Progresión de la Enfermedad , Conductividad Eléctrica , Electroquímica , Femenino , Estudios de Seguimiento , Humanos , Estimación de Kaplan-Meier , Riñón/fisiopatología , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Estudios Prospectivos , Sistema de Registros , Insuficiencia Renal Crónica/complicaciones , Factores de RiesgoRESUMEN
BACKGROUND: Infection occurs more commonly in diabetic patients compared with the general population and is an under-recognised but important morbidity in patients with diabetes. We examined the impact of glycaemic control on hospitalisation for infection in a large prospective cohort of Chinese adults with type 2 diabetes. METHODS: Between July 1994 and June 2014, 22 846 patients with type 2 diabetes underwent detailed assessment of metabolic control and diabetes complications. Patients were followed for occurrence of infection requiring hospitalisation as identified using discharge diagnosis codes. RESULTS: Over a median follow-up of 4.8 years, 20.3% of patients were hospitalised for any infection type, with respiratory tract, genitourinary tract, and skin being the most commonly affected sites. In multivariate Cox regression, time-dependent HbA1c was associated with all-site infection (hazard ratio [HR] 1.07 [95% confidence interval {CI}:1.05-1.09, P < 0.001]), genitourinary tract infection (HR 1.09 [95% CI: 1.04-1.14], P < 0.001), and skin infection (HR 1.16 [95% CI 1.12-1.21]. P < 0.001), but not infection of respiratory tract, and was independent of age, gender, disease duration, smoking, body mass index, glomerular filtration rate, haemoglobin, history of stroke, congestive heart failure, coronary heart disease, peripheral artery disease, diabetic neuropathy and cancer, and baseline drug use. Against an arbitrary HbA1c interval of >7.0-8.0% (53-64 mmol/mol), patients with HbA1c ≤6.0% (42 mmol/mol) and >8.0% (64 mmol/mol) had excess risks of infection-related hospitalisation adjusted for other factors. CONCLUSIONS: In patients with type 2 diabetes, burden of serious infection is high. In the diabetic population, a U-shape relationship between glycaemia and infection-related hospitalisation was detected.
Asunto(s)
Glucemia/análisis , Complicaciones de la Diabetes/terapia , Diabetes Mellitus Tipo 2/complicaciones , Infecciones/terapia , Adulto , Anciano , Complicaciones de la Diabetes/sangre , Diabetes Mellitus Tipo 2/sangre , Femenino , Hemoglobina Glucada , Hong Kong , Hospitalización , Humanos , Infecciones/sangre , Infecciones/etiología , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Sistema de Registros , Factores de RiesgoRESUMEN
BACKGROUND: Hyperglycemia is associated with increased risk of all-site cancer that may be mediated through activation of the renin-angiotensin-system (RAS) and 3-hydroxy-3-methyl-glutaryl-coenzyme-A-reductase (HMGCR) pathways. We examined the joint associations of optimal glycemic control (HbA1c <7%), RAS inhibitors and HMGCR inhibitors on cancer incidence in patients with type 2 diabetes. METHODS: Patients with type 2 diabetes, with or without a history of cancer or prior exposure to RAS or HMGCR inhibitors at baseline were observed between 1996 and 2005. All patients underwent a comprehensive assessment at baseline and were followed until the censored date at 2005 or their death. RESULTS: After a median follow-up period of 4.91 years (interquartile range, 2.81 to 6.98), 271 out of 6,103 patients developed all-site cancer. At baseline, patients with incident cancers were older, had longer disease duration of diabetes, higher alcohol and tobacco use, and higher systolic blood pressure and albuminuria, but lower triglyceride levels and estimated glomerular filtration rate (P <0.05). Patients who developed cancers during follow-up were less likely to have started using statins (22.5% versus 38.6%, P <0.001), fibrates (5.9% versus 10.2%, P = 0.02), metformin (63.8% versus 74.5%, P <0.001) or thiazolidinedione (0.7% versus 6.8%, P <0.001) than those who remained cancer-free. After adjusting for co-variables, new treatment with metformin (hazard ratio: 0.39; 95% confidence interval: 0.25, 0.61; P <0.001), thiazolidinedione (0.18; 0.04, 0.72; P = 0.015), sulphonylurea (0.44; 0.27, 0.73; P = 0.014), insulin (0.58; 0.38, 0.89; P = 0.01), statins (0.47; 0.31, 0.70; P <0.001) and RAS inhibitors (0.55; 0.39, 0.78; P <0.001) were associated with reduced cancer risk. Patients with all three risk factors of HbA1c ≥7%, non-use of RAS inhibitors and non-use of statins had four-fold adjusted higher risk of cancer than those without any risk factors (incidence per 1,000-person-years for no risk factors: 3.40 (0.07, 6.72); one risk factor: 6.34 (4.19, 8.50); two risk factors: 8.40 (6.60, 10.20); three risk factors: 13.08 (9.82, 16.34); P <0.001). CONCLUSIONS: Hyperglycemia may promote cancer growth that can be attenuated by optimal glycemic control and inhibition of the RAS and HMGCR pathways.
Asunto(s)
Diabetes Mellitus Tipo 2/tratamiento farmacológico , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Hiperglucemia/complicaciones , Hipoglucemiantes/uso terapéutico , Neoplasias/prevención & control , Sistema Renina-Angiotensina/efectos de los fármacos , Glucemia , Diabetes Mellitus Tipo 2/sangre , Femenino , Glucosa/farmacología , Hemoglobina A , Humanos , Hiperglucemia/tratamiento farmacológico , Masculino , Metformina/uso terapéutico , Neoplasias/epidemiología , Neoplasias/etiología , Riesgo , Factores de Riesgo , Compuestos de Sulfonilurea/uso terapéutico , Tiazolidinedionas/uso terapéuticoRESUMEN
BACKGROUND: In patients with type 2 diabetes, chronic kidney disease (CKD) is associated with increased risk of hypoglycaemia and death. Yet, it remains uncertain whether hypoglycaemia-associated mortality is modified by CKD. METHODS: Type 2 diabetic patients, with or without CKD at enrolment were observed between 1995 and 2007, and followed up till 2009 at hospital medical clinics. We used additive interaction, estimated by relative excess risk due to interaction (RERI) and attributable proportion due to interaction (AP) to examine possible synergistic effects between CKD and severe hypoglycaemia (defined as hospitalisations due to hypoglycaemia in the 12 months prior to enrolment) on the risk of death. RESULTS: In this cohort of 8,767 type 2 diabetic patients [median age: 58 (interquartile range: 48 to 68) years; disease duration: 5 (1 to 11) years, men: 47.0%], 1,070 (12.2%) had died during a median follow-up period of 6.66 years (3.42-10.36) with 60,379 person-years.Upon enrolment, 209 patients had severe hypoglycaemia and 194 developed severe hypoglycaemia during follow-up (15 patients had both). In multivariable analysis and using patients without severe hypoglycaemia nor CKD as the referent group (683 deaths in 7,598 patients), severe hypoglycaemia alone (61 deaths in 272 patients) or CKD alone (267 death in 781 patients) were associated with increased risk of death [Hazard ratio, HR: 1.81(95%CI: 1.38 to 2.37) and 1.63 (1.38 to 1.93) respectively]. Having both risk factors (59 deaths in 116 patients) greatly enhanced the HR of death to 3.91 (2.93 to 5.21) with significant interaction (RERI: 1.46 and AP: 0.37, both p-values < 0.05). CONCLUSIONS: Severe hypoglycaemia and CKD interact to increase risk of death in type 2 diabetes patients.
Asunto(s)
Muerte , Diabetes Mellitus Tipo 2/mortalidad , Hipoglucemia/mortalidad , Insuficiencia Renal Crónica/mortalidad , Anciano , Estudios de Casos y Controles , Diabetes Mellitus Tipo 2/complicaciones , Femenino , Estudios de Seguimiento , Hong Kong , Humanos , Hipoglucemia/etiología , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Prospectivos , Sistema de Registros , Insuficiencia Renal Crónica/etiología , Estudios Retrospectivos , Factores de RiesgoRESUMEN
Cushing's syndrome due to exogenous steroids is common, as about 1% of the general populations use exogenous steroids for various indications. Although endogenous Cushing's syndrome due to ectopic adrenocorticotropic hormone from a pancreatic neuroendocrine tumour is rare, a correct and early diagnosis is important. The diagnosis and management require high clinical acumen and collaboration between different specialists. We report a case of ectopic adrenocorticotropic hormone Cushing's syndrome due to pancreatic neuroendocrine tumour with liver metastasis. Early recognition by endocrinologists with timely surgical resection followed by referral to oncologists led to a favourable outcome for the patient up to 12 months after initial presentation.
Asunto(s)
Síndrome de ACTH Ectópico/etiología , Síndrome de Cushing/etiología , Tumores Neuroendocrinos/complicaciones , Neoplasias Pancreáticas/complicaciones , Hormona Adrenocorticotrópica/biosíntesis , Anciano , Humanos , Neoplasias Hepáticas/secundario , Masculino , Tumores Neuroendocrinos/patología , Tumores Neuroendocrinos/cirugía , Neoplasias Pancreáticas/patología , Neoplasias Pancreáticas/cirugíaRESUMEN
BACKGROUND: Increased renal arterial resistance is associated with various types of chronic renal parenchymal diseases. A resistance index (RI) > 0.8 predicts deterioration in renal function in diabetic subjects. However, the association between renal RI and other diabetic complications has not been investigated. In this study, we examined the association between intrarenal arterial RI and diabetic complications in Chinese type 2 diabetic subjects. METHODS: Three hundred and eighty-seven Chinese type 2 diabetic patients were recruited from a structured assessment programme to evaluate their risk factors and complications as a part of the quality improvement programme at the Prince of Wales Hospital. All subjects underwent ultrasound examinations for the assessment of intrarenal arterial RI of both kidneys. Clinical and biochemical parameters, including diabetes-related microvascular complications (nephropathy, retinopathy and sensory neuropathy) and macrovascular diseases, were examined. RESULTS: The mean RI of patients with any microvascular complications (0.70 ± 0.09 versus 0.65 ± 0.06) such as nephropathy (0.71 ± 0.09 versus 0.66 ± 0.06), retinopathy (0.71 ± 0.08 versus 0.67 ± 0.08) and sensory neuropathy (0.75 ± 0.07 versus 0.68 ± 0.08) and with any macrovascular complications (0.71 ± 0.09 versus 0.68 ± 0.08) was higher than those without (P < 0.05). On multivariate analysis, after controlling for confounding variables, an RI ≥0.75 was associated with microvascular complications, nephropathy, retinopathy and sensory neuropathy, with odds ratio of 4.02 [95% confidence interval (CI) 1.72-9.4], 4.99 (2.61-9.56), 2.78 (1.52-5.09) and 5.74 (1.8-18.3), respectively. The association of RI with macrovascular complications was not significant in multivariate analysis. CONCLUSION: Increased intrarenal arterial resistance was independently associated with an increased risk of microvascular complications including diabetic nephropathy, diabetic retinopathy and diabetic sensory neuropathy in Chinese type 2 diabetic patients.
Asunto(s)
Complicaciones de la Diabetes/patología , Diabetes Mellitus Tipo 2/fisiopatología , Nefropatías Diabéticas/patología , Neuropatías Diabéticas/patología , Retinopatía Diabética/patología , Resistencia Vascular , Anciano , Complicaciones de la Diabetes/etiología , Diabetes Mellitus Tipo 2/complicaciones , Nefropatías Diabéticas/etiología , Neuropatías Diabéticas/etiología , Retinopatía Diabética/etiología , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Factores de RiesgoRESUMEN
The rapid increase in diabetes prevalence globally has contributed to large increases in health care expenditure on diabetic complications, posing a major health burden to countries worldwide. Asians are commonly observed to have poorer ß-cell function and greater insulin resistance compared to the Caucasian population, which is attributed by their lower lean body mass and central obesity. This "double phenotype" as well as the rising prevalence of young onset diabetes in Asia has placed Asians with diabetes at high risk of cardiovascular and renal complications, with cancer emerging as an important cause of morbidity and mortality. The experience from Hong Kong had demonstrated that a multifaceted approach, involving team-based integrated care, information technological advances, and patient empowerment programs were able to reduce the incidence of diabetic complications, hospitalizations, and mortality. System change and public policies to enhance implementation of such programs may provide solutions to combat the burgeoning health problem of diabetes at a societal level.
RESUMEN
OBJECTIVE: There are nonlinear risk associations of body mass index (BMI) with mortality in type 2 diabetes (T2D) and elderly populations although similar information in elderly individuals with T2D are lacking. RESEARCH DESIGN AND METHODS: We analyzed prospective data for 3186 Chinese patients with T2D with age 65 years or older. Baseline demographic data, risk factors, complications, and all-cause mortality were captured from the Hong Kong Diabetes Registry and the Hong Kong Hospital Authority Clinical Management System. RESULTS: Over a median follow-up period of 6.0 years (medium-term), 816 (25.6%) deaths occurred and at 9.4 years (long-term), 1557 (48.9%) patients had died. Men were more likely to die than women with increased mortality rate with increasing age (morality rates of men with normal BMI at 9-year follow-up in the 65 to 69, 70 to 74, and 75 years or older age groups were 41.8, 70.3, and 101.4 per 1000 person-years, whereas that for women were 35.5, 50.4, and 78.8 respectively). Within each age group, high BMI was associated with increased survival, especially in the 75 years and older age group and with prolonged follow-up period. Using Cox regression analysis, after adjustment for confounders, high BMI (≥ 25.0 kg/m(2)) was associated with reduced risk of death in all subgroups, reaching significance in men in the older age groups at 9-year follow-up (for men 70 to 74 years old, hazard ratio [HR] of mortality was 0.67, 95% confidence interval [CI] 0.48-0.95, for those ≥ 75, HR was 0.62, 95% CI 0.44-0.89) compared with 18.5 to 22.9 kg/m(2) as referent. CONCLUSIONS: In Chinese elderly patients with T2D, high BMI protected against mortality, calling for more attention to people with low BMI who might have unmet clinical needs.
Asunto(s)
Índice de Masa Corporal , Diabetes Mellitus Tipo 2 , Mortalidad/tendencias , Análisis de Supervivencia , Anciano , Femenino , Hong Kong/epidemiología , Humanos , Masculino , Estudios Prospectivos , Sistema de RegistrosRESUMEN
We report a case of life-threatening hypokalemia in a 28-year-old bodybuilder who presented with sudden onset bilateral lower limbs paralysis few days after his bodybuilding competition. His electrocardiogram (ECG) showed typical u-waves due to severe hypokalemia (serum potassium 1.6 mmol/L, reference range (RR) 3.5-5.0 mmol/L). He was admitted to the intensive care unit (ICU) and was treated with potassium replacement. The patient later admitted that he had exposed himself to weight loss agents of unknown nature, purchased online, and large carbohydrate loads in preparation for the competition. He made a full recovery after a few days and discharged himself from the hospital against medical advice. The severe hypokalemia was thought to be caused by several mechanisms to be discussed in this report. With the ever rising number of new fitness centers recently, the ease of online purchasing of almost any drug, and the increasing numbers of youngsters getting into the bodybuilding arena, clinicians should be able to recognize the possible causes of sudden severe hypokalemia in these patients in order to revert the pathophysiology.
RESUMEN
BACKGROUND: There is an increasing prevalence of young-onset diabetes, especially in developing areas. We compared the clinical outcomes and predictors for cardiovascular-renal events between Chinese patients with type 2 diabetes with young- or late-onset of disease diagnosed before or after the age of 40 years, respectively. METHODS: The Hong Kong Diabetes Registry was established in 1995 as an ongoing quality improvement initiative with consecutive enrollment of diabetic patients from ambulatory settings for documentation of risk factors, microvascular and macrovascular complications, and clinical outcomes using a structured protocol. RESULTS: In 9509 Chinese patients with type 2 diabetes with a median (interquartile range) follow-up period of 7.5 (3.9-10.8) years, 21.3% (n = 2066) had young-onset diabetes. Despite 20 years difference in age, patients with young-onset diabetes (mean age, 41.3 years) had a similar or worse risk profile than those with late-onset disease (mean age, 61.9 years). Compared with the patients with late-onset diabetes, those with young-onset diabetes had lower rates of cardiovascular disease and chronic kidney disease for the same disease duration but a higher cumulative incidence of clinical events at any given age. With the use of stepwise Cox proportional hazard analysis, patients with young-onset diabetes had higher risks for cardiovascular and renal events when adjusted by age, but no difference in risks than in the patients with late-onset diabetes when further adjusted by disease duration. CONCLUSIONS: Patients with young-onset diabetes had a similar or worse metabolic risk profile compared with those with late-onset disease. This group had higher risks for cardiovascular-renal complications at any given age, driven by longer disease duration.
Asunto(s)
Diabetes Mellitus Tipo 2/mortalidad , Mortalidad Prematura/tendencias , Adulto , Factores de Edad , Edad de Inicio , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Factores de Tiempo , Adulto JovenRESUMEN
BACKGROUND: EZSCAN(®) (Impeto Medical, Paris, France), a noninvasive device that assesses sweat gland dysfunction using reverse iontophoresis, also detects early dysglycemia. Given the interrelationships among dysglycemia, vasculopathy, and neuropathy, EZSCAN may detect kidney disease in diabetes (DKD). METHODS: An EZSCAN score (0-100) was calculated using a proprietary algorithm based on the chronoamperometry analysis. We measured the score in 50 Chinese type 2 diabetes patients without DKD (urinary albumin-creatinine ratio [ACR] <2.5 mg/mmol in men or ACR <3.5 mg/mmol in women and estimated glomerular filtration rate [eGFR] >90 mL/min/1.73 m(2)) and 50 with DKD (ACR ≥25 mg/mmol and eGFR <60 mL/min/1.73 m(2)). We used spline analysis to determine the threshold value of the score in detecting DKD and its sensitivity and specificity. RESULTS: EZSCAN scores were highly correlated with log values of eGFR (r=0.67, P<0.0001) and ACR (r=-0.66, P<0.0001). Using a cutoff value of 55, the score had 94% sensitivity, 78% specificity, and a likelihood ratio of 4.2 to detect DKD with a positive predictive value of 81% and a negative predictive value of 93%. On multivariable analysis, DKD was independently associated with EZSCAN score (ß=-0.72, P=0.02), smoking status (1=never, 0=current/former) (ß=-2.37, P=0.02), retinopathy (1=yes, 0=no) (ß=3.019, P=0.01), triglycerides (ß=2.56, P=0.013), and blood hemoglobin (ß=-0.613, P=0.04). Patients without DKD but low EZSCAN score (n=10) had longer duration of disease (median [interquartile range], 13 [9-17] vs. 8 [4-16] years; P=0.017) and were more likely to have retinopathy (36.7% vs. 5.1%, P=0.02), lower eGFR (98 [95.00-103] vs. 106 [98.5-115], P=0.036), and treatment with renin-angiotensin system blockers (81.8% vs. 25.6%, P=0.002) than those with a normal score. CONCLUSION: EZSCAN may detect high-risk subjects for DKD in Chinese populations.