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1.
BJOG ; 128(12): 1975-1985, 2021 11.
Article in English | MEDLINE | ID: mdl-34032350

ABSTRACT

OBJECTIVE: To develop twin-specific outcome-based oral glucose tolerance test (OGTT) diagnostic thresholds for GDM based on the risk of future maternal type-2 diabetes. DESIGN: A population-based retrospective cohort study (2007-2017). SETTING: Ontario, Canada. METHODS: Nulliparous women with a live singleton (n = 55 361) or twin (n = 1308) birth who underwent testing for gestational diabetes mellitus (GDM) using a 75-g OGTT in Ontario, Canada (2007-2017). We identified the 75-g OGTT thresholds in twin pregnancies that were associated with similar incidence rates of future type-2 diabetes to those associated with the standard OGTT thresholds in singleton pregnancies. RESULTS: For any given 75-g OGTT value, the incidence rate of future maternal type-2 diabetes was lower for women with a twin than women with a singleton pregnancy. Using women with a negative OGTT as reference, the risk of future maternal type-2 diabetes in twin pregnancies with a positive OGTT based on the standard OGTT thresholds (9.86 per 1000 person years, adjusted hazard ratio (aHR) 4.79, 95% CI 2.69-8.51) was lower than for singleton pregnancies with a positive OGTT (18.74 per 1000 person years, aHR 8.22, 95% CI 7.38-9.16). The twin-specific OGTT fasting, 1-hour and 2-hour thresholds identified in the current study based on correlation with future maternal type-2 diabetes were 5.8 mmol/l (104 mg/dl), 11.8 mmol/l (213 mg/dl) and 10.4 mmol/l (187 mg/dl), respectively. CONCLUSIONS: We identified potential twin-specific OGTT thresholds for GDM that are associated with a similar risk of future type-2 diabetes to that observed in women diagnosed with GDM in singleton pregnancies based on standard OGTT thresholds. TWEETABLE ABSTRACT: Potential twin-specific OGTT thresholds for GDM were identified.


Subject(s)
Diabetes Mellitus, Type 2/etiology , Diabetes, Gestational/diagnosis , Glucose Tolerance Test/statistics & numerical data , Pregnancy, Twin/blood , Risk Assessment/statistics & numerical data , Adult , Blood Glucose/analysis , Diabetes Mellitus, Type 2/epidemiology , Fasting/blood , Female , Humans , Incidence , Ontario/epidemiology , Pregnancy , Reference Values , Retrospective Studies , Risk Factors
2.
J Sci Food Agric ; 101(13): 5419-5428, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33647164

ABSTRACT

BACKGROUND: Pickering emulsions (PEs) which are stabilized by solid particles instead of surfactants have recently attracted tremendous attentions due to their non-toxic and long-term stable nature. In the current study, we fabricated and characterized zein (ZN)/chitosan (CS) complex particles (ZNCSPs) stabilized PE for the encapsulation and delivery of vitamin D3 . RESULTS: The ZNCSPs were synthesized with different ratios, i.e. 1:1, 1:1.5 and 1:2 to investigate the optimum ratio. Transmission electron microscopy observations showed the spherical nature with smooth surface of the obtained particles in the case of ZNCS ratio 1:1.5 and 1:2. Furthermore, ζ-potential values for the these particles were 32.53 ± 1.3 and 52.86 ± 0.68 mV respectively, indicating particles with (1:2) being more stable than 1:1.5. Thereafter, using these particles, the PEs were successfully formulated with different oil (medium chain triglyceride) fractions (330, 500 and 660 g kg-1 ). The emulsions were evaluated for stability during storage and against different environmental factors including pH, temperature and ionic strength on the creaming indices (CIs) of these emulsions. The results demonstrated that the PEs with oil fractions 330 and 500 g kg-1 exhibited significant stability during storage, particularly the ones with 500 g kg-1 oil fractions which were stable against all the tested parameters. Finally, the prepared PEs were evaluated as efficient delivery system by encapsulating and delivering vitamin D3 . In vitro drug release profile confirmed sustained and controlled release of the encapsulated vitamin D3 . CONCLUSION: Overall, our findings suggest that ZNCSPs can be promising stabilizers for stable PEs that can be used as potential delivery systems in food, cosmetic and pharmaceutical industries. © 2021 Society of Chemical Industry.


Subject(s)
Chitosan/chemistry , Cholecalciferol/chemistry , Drug Carriers/chemistry , Zein/chemistry , Drug Compounding , Drug Delivery Systems , Drug Stability , Emulsions/chemistry , Nanoparticles/chemistry , Particle Size
3.
Diabet Med ; 37(5): 822-827, 2020 05.
Article in English | MEDLINE | ID: mdl-31197880

ABSTRACT

AIMS: To examine whether income-related disparities in glycaemic control decline after the age of 65 years, when publicly funded universal drug insurance is acquired in Ontario, Canada. METHODS: We conducted a population-based cross-sectional study using linked administrative healthcare databases. Adults with diabetes, aged 40-89 years, with available HbA1c data were included (N = 716 297). Income was based on median neighbourhood household income. Multiple linear regression was used to test for effect modification of age ≥65 years on the relationship between income and HbA1c . RESULTS: There was a significant inverse association between income and HbA1c level. After adjusting for baseline factors, the effect of income on HbA1c level was significantly greater for individuals aged <65 years (mean difference HbA1c for lowest vs highest income group +2.5 mmol/mol, 95% CI +2.3 to +2.7 [+0.23%, 95% CI 0.21 to 0.24]) than for those aged ≥65 years (+1.2 mmol/mol, 95% CI +1.0 to +1.3 [+0.11%, 95% CI 0.10 to 0.12]; P < 0.0001 for interaction). CONCLUSIONS: Despite universal access to healthcare, people with diabetes with lower incomes had significantly worse glycaemic control compared with their counterparts on higher incomes. However, income gradients in glycaemic control were markedly reduced after the age of 65 years, possibly as a result of access to prescription drug coverage.


Subject(s)
Diabetes Mellitus/drug therapy , Healthcare Disparities/statistics & numerical data , Hypoglycemic Agents/therapeutic use , Income/statistics & numerical data , Insurance, Pharmaceutical Services/statistics & numerical data , Universal Health Insurance/statistics & numerical data , Adult , Aged , Aged, 80 and over , Cost of Illness , Diabetes Mellitus/economics , Diabetes Mellitus/metabolism , Drug Costs , Female , Financing, Government/statistics & numerical data , Glycated Hemoglobin/metabolism , Glycemic Control/economics , Health Expenditures , Humans , Hypoglycemic Agents/economics , Male , Middle Aged , Ontario
4.
BJOG ; 127(1): 116-122, 2020 01.
Article in English | MEDLINE | ID: mdl-31553136

ABSTRACT

OBJECTIVE: To estimate the risk for adverse perinatal outcomes for women who met the International Association of Diabetes and Pregnancy Study Groups (IADPSG) criteria but not the two-step criteria for gestational diabetes mellitus (GDM). DESIGN: Population-level cross-sectional study. SETTING: Ontario, Canada. POPULATION: A total of 90 140 women who underwent a 75-g oral glucose tolerance test. METHODS: Women were divided into those who met the diagnostic thresholds for GDM by two-step criteria and were therefore treated, those who met only the IADPSG criteria for GDM and so were not treated, and those who did not have GDM by either criteria. MAIN OUTCOME MEASURES: Hypertensive disorders of pregnancy, preterm delivery, primary caesarean section, large-for-gestational-age, shoulder dystocia and neonatal intensive care unit admission. RESULTS: Women who met the IADPSG criteria had an increased risk for all adverse perinatal outcomes compared with women who did not have GDM. Women with GDM by two-step criteria also had an increased risk of most outcomes. However, their risk for large-for-gestational-age neonates and for shoulder dystocia was actually lower than that of women who met IADPSG criteria. CONCLUSION: Women who met IADPSG criteria but who were not diagnosed with GDM based on the current two-step diagnostic strategy, and were therefore not treated, had an increased risk for adverse perinatal outcomes compared with women who do not have GDM. The current strategy for diagnosing GDM may be leaving women who are at risk for adverse events without the dietary and pharmacological treatments that could improve their pregnancy outcomes. TWEETABLE ABSTRACT: Women who meet IADPSG criteria for GDM have an increased risk for adverse perinatal outcomes compared with women without GDM.


Subject(s)
Diabetes, Gestational/epidemiology , Pregnancy Outcome/epidemiology , Cesarean Section/statistics & numerical data , Cross-Sectional Studies , Female , Fetal Macrosomia/epidemiology , Glucose Tolerance Test/statistics & numerical data , Humans , Hypertension, Pregnancy-Induced/epidemiology , Intensive Care, Neonatal/statistics & numerical data , Ontario/epidemiology , Pregnancy , Risk Factors , Rural Health , Shoulder Dystocia/epidemiology , Urban Health
5.
Diabet Med ; 35(7): 937-943, 2018 07.
Article in English | MEDLINE | ID: mdl-29663510

ABSTRACT

AIMS: The prevalence of diabetes is high in South Asians migrants. However, most previous research has studied South Asians as a collective whole. The aim of this study was to examine diabetes prevalence among immigrants from five South Asian countries living in Ontario, Canada. METHODS: Population-based health care and immigration databases were used to compare crude and adjusted diabetes prevalence on 1 January 2012 between immigrants to Ontario from different South Asians countries and the non-immigrant population. The prevalence of diabetes was also stratified by various sociodemographic factors. RESULTS: There were 431 765 first-generation South Asian immigrants; 68 440 (crude prevalence of 15.9%) of whom had a diagnosis of diabetes. After standardization for age, sex and income, diabetes prevalence was highest among South Asians from Sri Lanka (26.8%) followed by Bangladesh (22.2%), Pakistan (19.6%), India (18.3%) and Nepal (16.5%) in comparison with the non-immigrant population (11.6%). Increased prevalence was evident among men compared with women in each country of South Asia. Sociodemographic indicators including income, education, English proficiency and refugee status were associated with increased prevalence of diabetes in specific populations from South Asia. CONCLUSION: Striking differences in the prevalence of diabetes are evident among immigrants from different countries of South Asia. Awareness of the heterogeneity will help in recognizing priorities for the delivery of primary care for specific South Asian migrant populations with a range of settlement needs that also encompass social determinants of health.


Subject(s)
Diabetes Mellitus/epidemiology , Emigrants and Immigrants/statistics & numerical data , Income/statistics & numerical data , Refugees/statistics & numerical data , Adult , Aged , Bangladesh/ethnology , Cross-Sectional Studies , Educational Status , Female , Humans , India/ethnology , Language , Male , Middle Aged , Nepal/ethnology , Ontario/epidemiology , Pakistan/ethnology , Prevalence , Risk Factors , Sex Factors , Sri Lanka/ethnology , Young Adult
6.
Diabet Med ; 35(7): 920-928, 2018 07.
Article in English | MEDLINE | ID: mdl-29608218

ABSTRACT

AIM: To determine the association of mental health visits and socio-economic status in late adolescence with the risk of mortality and acute and chronic diabetes complications in early adulthood. METHODS: We conducted a population-based cohort study of individuals in Ontario, Canada, who had their 20th birthday between January 1999 and March 2015 and a diagnosis of diabetes prior to their 15th birthday, using linked administrative databases (n=8491). The main outcome was death; other outcomes were hypoglycaemia or hyperglycaemia-related hospitalizations and emergency department visits and chronic diabetes complications (dialysis, ophthalmological and macrovascular complications). RESULTS: Over the course of 59 361 person-years there were 127 deaths.. Low socio-economic status and mental health visits were both associated with a higher risk of death [hazard ratio 2.03, (95% CI 1.13 to 3.64) and 2.45 (95% CI 1.71 to 3.51), respectively]. Those with the lowest socio-economic status and a mental health visit had a higher rate of diabetes-related hospitalizations (rate ratio 4.84, 95% CI 3.64 to 6.44) and emergency department visits (rate ratio 3.15, 95% CI 1.79 to 5.54). Low socio-economic status and mental health visits were both associated with an increased risk of any chronic complication [hazard ratio 1.54 (95% CI 1.21 to 1.96) and 1.57 (95% CI 1.35 to 1.81), respectively]. CONCLUSION: We identified significant socio-economic and mental health disparities in the risk of death and acute and chronic complications in early adulthood for people with childhood-onset diabetes. Targeted interventions to prevent adverse events for these adolescents at highest risk should be evaluated.


Subject(s)
Diabetes Complications/epidemiology , Diabetes Mellitus, Type 1/epidemiology , Hospitalization/statistics & numerical data , Mental Health Services/statistics & numerical data , Social Class , Adolescent , Cardiovascular Diseases/epidemiology , Case-Control Studies , Cerebrovascular Disorders/epidemiology , Cohort Studies , Diabetic Angiopathies/epidemiology , Diabetic Ketoacidosis/epidemiology , Diabetic Nephropathies/epidemiology , Diabetic Nephropathies/therapy , Diabetic Retinopathy/epidemiology , Diabetic Retinopathy/therapy , Emergency Service, Hospital/statistics & numerical data , Humans , Hyperglycemia/epidemiology , Hypoglycemia/epidemiology , Light Coagulation , Ontario/epidemiology , Peripheral Vascular Diseases/epidemiology , Proportional Hazards Models , Renal Dialysis/statistics & numerical data , Risk Factors , Vitrectomy , Young Adult
7.
Diabet Med ; 35(11): 1515-1522, 2018 11.
Article in English | MEDLINE | ID: mdl-30022524

ABSTRACT

AIMS: To describe patterns of primary and diabetes care during transition age (17 to < 19 years) into early adulthood (age 19 to 26 years), and to evaluate the association of primary and diabetes care patterns during transition age with the risk of adverse events in early adulthood. METHODS: We conducted a population-based cohort study of individuals in Ontario, Canada who were diagnosed with diabetes aged < 15 years and who turned 17 between November 2006 and March 2011, followed until March 2015 (n = 2525). Using linked administrative databases, we examined healthcare use during: 'pre-transition-age' (15 to < 17 years), 'transition-age' (17 to < 19 years), and 'early adulthood' (19 to 26 years). The main outcomes were time to death or ketoacidosis and rate of diabetes-related admissions. The main exposures were the gap in diabetes care and primary care visits during transition age. RESULTS: There were < 6 deaths and 446 individuals (17.7%) had at least one admission for ketoacidosis during early adulthood. In all, 1188 individuals (47.0%) had a > 12-month gap in diabetes care and 241 (9.5%) had no primary care visits during transition age. A gap in diabetes care of > 12 months and no primary care visits during transition age were associated with an increased risk of ketoacidosis or death (adjusted hazard ratio 1.31, 95% CI 1.04-1.66 and adjusted hazard ratio 1.42, 95% CI 1.02-1.97, respectively). CONCLUSIONS: In Ontario, Canada, where physician and hospital-based services are universally covered, a high proportion of young adults with diabetes have insufficient care during transition age and this is associated with a higher risk of important adverse outcomes in early adulthood. Ensuring primary care involvement during transition may be a strategy to reduce morbidity.


Subject(s)
Diabetes Mellitus/epidemiology , Diabetes Mellitus/therapy , Diabetic Ketoacidosis/epidemiology , Emergency Service, Hospital , Patient Admission/statistics & numerical data , Transition to Adult Care/statistics & numerical data , Adolescent , Adult , Diabetes Mellitus/mortality , Diabetic Ketoacidosis/mortality , Emergency Service, Hospital/statistics & numerical data , Female , Humans , Male , Ontario/epidemiology , Survival Analysis , Time Factors , Transition to Adult Care/standards , Young Adult
8.
Nicotine Tob Res ; 20(9): 1144-1151, 2018 08 14.
Article in English | MEDLINE | ID: mdl-28472423

ABSTRACT

Introduction: The present study investigated the associations between smoking, pain, and opioid consumption in the 3 months after major surgery in patients seen by the Transitional Pain Service. Current smoking status and lifetime pack-years were expected to be related to higher pain intensity, more opioid use, and poorer opioid weaning after surgery. Methods: A total of 239 patients reported smoking status in their presurgical assessment (62 smokers, 92 past smokers, and 85 never smokers). Pain and daily opioid use were assessed in hospital before postsurgical discharge, at first outpatient visit (median of 1 month postsurgery), and at last outpatient visit (median of 3 months postsurgery). Pain was measured using numeric rating scale. Morphine equivalent daily opioid doses were calculated for each patient. Results: Current smokers reported significantly higher pain intensity (p < .05) at 1 month postsurgery than never smokers and past smokers. Decline in opioid consumption differed significantly by smoking status, with both current and past smokers reporting a less than expected decline in daily opioid consumption (p < .05) at 3 months. Decline in opioid consumption was also related to pack-years, with those reporting higher pack-years having a less than expected decline in daily opioid consumption at 3 months (p < .05). Conclusions: Smoking status may be an important modifiable risk factor for pain intensity and opioid use after surgery. Implications: In a population with complex postsurgical pain, smoking was associated with greater pain intensity at 1 month after major surgery and less opioid weaning 3 months after surgery. Smoking may be an important modifiable risk factor for pain intensity and opioid use after surgery.


Subject(s)
Analgesics, Opioid/administration & dosage , Pain Measurement/methods , Pain, Postoperative/epidemiology , Smoking/epidemiology , Transitional Care , Adult , Aged , Female , Humans , Male , Middle Aged , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/psychology , Pain Measurement/psychology , Pain Measurement/trends , Pain, Postoperative/psychology , Retrospective Studies , Risk Factors , Smokers/psychology , Smoking/psychology , Smoking/trends , Transitional Care/trends
9.
Diabet Med ; 34(11): 1608-1614, 2017 11.
Article in English | MEDLINE | ID: mdl-28779484

ABSTRACT

AIM: To determine the prevalence of adverse clinical outcomes, the rates of healthcare utilization, and the incidence of post-partum Type 2 diabetes in refugees with gestational diabetes (GDM), compared with other immigrants and non-immigrants. METHODS: A population-based cohort study was conducted using healthcare databases in Ontario, Canada. Over 40 000 women with GDM having singleton live births between 2002 and 2014 were identified. We identified GDM adverse outcomes such as macrosomia, pre-eclampsia and respiratory distress syndrome. Antenatal and newborn healthcare utilization were ascertained. Women were then followed for diagnosis of diabetes post-partum. RESULTS: Both refugees and other immigrants had a lower rate than non-immigrants of many adverse GDM outcomes, including pre-eclampsia [relative risk (RR) 0.65, 95% confidence interval (95% CI) 0.44-0.95 and 0.61, 95% CI 0.52-0.72, respectively], preterm birth (RR 0.87, 95% CI 0.75-0.995 and 0.85, 95% CI 0.80-0.91, respectively), and respiratory distress syndrome (RR 0.83, 95% CI 0.70-0.97 and 0.78, 95% CI 0.72-0.84, respectively). However, refugees were less likely to attend well-baby care in time for the first routine vaccination (RR 0.92, 95% CI 0.88-0.95). Incidence of post-partum diabetes was high in all groups, but refugee women were at increased risk (hazard ratio 1.23, 95% CI 1.11-1.37). CONCLUSIONS: Despite different circumstances leading to migration, refugees have a similar 'healthy immigrant effect' to other immigrants, with respect to adverse GDM outcomes. However, newborns of refugees were less likely to have well-baby care, and refugee women were also at especially high risk of developing diabetes post-partum. These are both important public health issues.


Subject(s)
Diabetes, Gestational/therapy , Refugees , Adult , Cesarean Section/statistics & numerical data , Cohort Studies , Diabetes Mellitus, Type 2/epidemiology , Diabetes, Gestational/epidemiology , Female , Fetal Macrosomia/epidemiology , Humans , Infant, Newborn , Ontario/epidemiology , Postpartum Period , Pre-Eclampsia/epidemiology , Pregnancy , Pregnancy Complications/epidemiology , Pregnancy Complications/therapy , Pregnancy Outcome/epidemiology , Puerperal Disorders/epidemiology , Refugees/statistics & numerical data , Treatment Outcome
10.
Diabet Med ; 34(11): 1637-1645, 2017 11.
Article in English | MEDLINE | ID: mdl-28779518

ABSTRACT

AIMS: To investigate the relationship between increasing parity and diabetes in a large, population-based cohort, and to examine if this relationship is different among high-risk ethnic groups. METHODS: A population-based, retrospective cohort study was performed in 738 440 women aged 18-50 years, who delivered babies in Ontario between 1 April 2002 and 31 March 2011. Diabetes incidence postpartum was calculated for each parity and ethnic group. A multivariable analysis of the effect of parity and ethnicity on the incidence of diabetes was performed using a Cox proportional hazards model, adjusting for confounders. RESULTS: The diabetes incidence rate per 1000 person-years was 3.69 in women with 1 delivery, 4.12 in women with 3 deliveries and 7.62 in women with ≥5 deliveries. Women with ≥3 deliveries had a higher risk of developing diabetes compared with women with 1 delivery [adjusted hazard ratios 1.06 (95% CI 1.01-1.11) for 3 deliveries, 1.33 (95% CI 1.25-1.43) for 4 deliveries and 1.53 (95% CI 1.41-1.66) for ≥5 deliveries). A similar rise in risk could be seen in Chinese and South-Asian women, with the most influence in Chinese women [hazard ratio 4.59 (95% CI 2.36-8.92) for ≥5 deliveries]. CONCLUSIONS: There was a positive and graded relationship between increasing parity and risk of development of diabetes. The influence of parity was seen in all ethnicities. This association may be partly related to increasing weight gain and retention with increasing parity, or deterioration in ß-cell function. This merits further exploration.


Subject(s)
Diabetes Mellitus, Type 2/epidemiology , Ethnicity/statistics & numerical data , Parity/physiology , Adolescent , Adult , Cohort Studies , Diabetes Mellitus, Type 2/ethnology , Female , Humans , Incidence , Infant, Newborn , Middle Aged , Ontario/epidemiology , Pregnancy , Retrospective Studies , Risk Factors , Young Adult
11.
Diabet Med ; 33(7): 956-60, 2016 07.
Article in English | MEDLINE | ID: mdl-26470996

ABSTRACT

AIMS: Women who develop gestational diabetes mellitus have a chronic defect in the secretion of insulin by the pancreatic ß cells that underlies both their diagnostic hyperglycaemia in pregnancy and their elevated lifetime risk of developing Type 2 diabetes in the future. It has recently emerged that carrying a male fetus is associated with poorer maternal ß-cell function and an increased risk of gestational diabetes, whereas the development of gestational diabetes when carrying a girl (as compared with a boy) predicts a comparatively higher risk of early progression to Type 2 diabetes before any subsequent pregnancy. In this context, we sought to determine the impact of fetal sex on the long-term risk of Type 2 diabetes in women with gestational diabetes. METHODS: Using population-based administrative databases, we identified all women in Ontario, Canada, with a singleton live-birth first pregnancy complicated by gestational diabetes between April 2000 and March 2010 (n = 23 363). We compared the risk of subsequent Type 2 diabetes after pregnancy in those who carried a girl (n = 11 229) vs. those who carried a boy (n = 12 134). RESULTS: Over median 5.5 years follow-up, 5483 women (23.5%) were diagnosed with diabetes. Compared with those who carried a boy, women who had a girl had an elevated risk of subsequently developing diabetes (adjusted hazard ratio = 1.06, 95% CI 1.01-1.12). CONCLUSIONS: Among women with gestational diabetes, those who are carrying a girl have a slightly higher overall future risk of Type 2 diabetes.


Subject(s)
Diabetes Mellitus, Type 2/epidemiology , Diabetes, Gestational/epidemiology , Sex Factors , Adult , Diabetes Mellitus, Type 2/metabolism , Diabetes, Gestational/metabolism , Female , Humans , Infant, Newborn , Insulin-Secreting Cells/metabolism , Male , Ontario/epidemiology , Pregnancy , Proportional Hazards Models , Risk Factors
12.
Diabet Med ; 33(1): 39-46, 2016 Jan.
Article in English | MEDLINE | ID: mdl-25970380

ABSTRACT

AIMS: To evaluate the relationship between gestational diabetes (GDM) and incidence of cancer in women within the first decade postpartum. METHODS: This population-based retrospective cohort study compared the risk of cancer in women with GDM with that of a matched control group comprising pregnant women without diabetes. We included women from Ontario, Canada aged 20-50 years with no history of cancer who had given birth between 1995 and 2008 (N = 149 049). Women with GDM (N = 49 684) were matched on age and year of giving birth, in a ratio of 1:2, to pregnant women without diabetes (N = 99 365). RESULTS: Over a median 8-year follow-up, there were a total of 2927 (1.5%) cancers. After adjustment for covariates, we found no significant difference in overall risk of cancer between women with GDM and matched control subjects; however, GDM was associated with a significantly greater risk of thyroid cancer (adjusted hazard ratio 1.24, 95% CI 1.05, 1.46) and a significantly lower risk of premenopausal breast cancer (hazard ratio 0.86, 95% CI 0.75, 0.98) compared with matched control subjects. CONCLUSIONS: This large population-based study did not find a greater risk of cancers among women with GDM during the first decade postpartum; however, GDM was associated with a higher risk of thyroid cancer and a lower risk of premenopausal breast cancer. Further studies are needed to confirm these findings.


Subject(s)
Diabetes, Gestational/physiopathology , Postpartum Period , Pregnancy in Diabetics/physiopathology , Premenopause , Thyroid Neoplasms/etiology , Adult , Breast Neoplasms/epidemiology , Breast Neoplasms/etiology , Cohort Studies , Female , Follow-Up Studies , Humans , Incidence , Kaplan-Meier Estimate , Middle Aged , Ontario/epidemiology , Pregnancy , Registries , Retrospective Studies , Risk Factors , Thyroid Neoplasms/epidemiology , Universal Health Insurance , Young Adult
13.
Diabet Med ; 33(4): 529-36, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26220364

ABSTRACT

AIM: To quantify the impact of depressive symptoms on completion of exercise-based rehabilitation for Type 2 diabetes management. METHODS: Depressive symptoms were assessed using the Center for Epidemiological Studies Depression scale in a prospective cohort of consecutive patients with Type 2 diabetes entering a 6-month hybrid (home- and clinic-based) exercise rehabilitation programme. Attendance at exercise sessions was monitored and programme completion/non-completion was ascertained. RESULTS: Of the programme participants (n=624, mean age 55.6±10.5 years, 47% male), 26.8% endorsed significant depressive symptoms (depression score ≥16) and 68.1% completed the intervention, attending 54.6±30.0% of supervised exercise sessions. Baseline depressive symptoms (depression scale score ≥16) increased the risk of non-completion [hazard ratio 1.49 (95% CI 1.10-2.03); P = 0.010], and predicted fewer sessions attended (ß=-2.1, P= 0.002) in adjusted models. A depression score threshold of ≥10 (48.4% of participants) predicted non-completion [hazard ratio 1.60 (95% CI 1.19-2.17); P= 0.002) with optimum accuracy. Non-completions resulting from lack of interest (18.9 vs. 11.0%; P= 0.026) and medical complications (14.6 vs. 6.6%; P= 0.006) were more common among participants with depression scores ≥10. Greater hazard ratios for depression scores ≥10 were observed in subgroups not currently using insulin [hazard ratio 1.70 (95% CI 1.24-2.33); P= 0.001), or an antidepressant [hazard ratio 1.83 (95% CI 1.32-2.54); P<0.001]. CONCLUSIONS: Depressive symptoms were highly prevalent among participants with Type 2 diabetes entering exercise-based rehabilitation, and even mild depressive symptoms posed a significant barrier to completion. Depression screening may help target additional supports to facilitate completion of exercise interventions for people with Type 2 diabetes.


Subject(s)
Depression/complications , Diabetes Mellitus, Type 2/psychology , Diabetic Cardiomyopathies/rehabilitation , Exercise Therapy , Heart Diseases/rehabilitation , Patient Compliance , Aged , Antidepressive Agents/therapeutic use , Cohort Studies , Depression/drug therapy , Depression/epidemiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Diabetic Cardiomyopathies/complications , Female , Heart Diseases/complications , Humans , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Longitudinal Studies , Male , Middle Aged , Ontario/epidemiology , Prevalence , Proportional Hazards Models , Prospective Studies , Psychiatric Status Rating Scales , Risk
14.
Diabet Med ; 33(1): 111-8, 2016 Jan.
Article in English | MEDLINE | ID: mdl-25981183

ABSTRACT

AIMS: To examine whether early endocrinologist care reduces the risk of cardiovascular complications among newly diagnosed patients with diabetes of differing complexity. METHODS: We conducted a population-based propensity score-matched cohort study using provincial health data from Ontario, Canada. Adults (≥ 30 years) diagnosed with diabetes between 1 April 1998 and 31 March 2006 who received endocrinologist care in the first year of diagnosis were matched to a comparison group receiving primary care alone (N = 79 020) based on propensity scores and medical complexity (assigned using information on chronic conditions). Individuals were followed for 3- and 5-year outcomes, including non-fatal acute myocardial infarction or coronary heart disease death (primary endpoint), major cardiovascular events (acute myocardial infarction, stroke) or all-cause death, amputation and end-stage renal disease. RESULTS: Among medically complex patients, early endocrinologist care was associated with a lower 3-year incidence of the primary endpoint (hazard ratio 0.89, 95% CI 0.78-1.01) and major cardiovascular events or all-cause death (hazard ratio 0.91, 95% CI 0.85-0.97). These effects persisted after accounting for a higher incidence of end-stage renal disease on follow-up and were greatest in those with ≥ 3 visits to an endocrinologist (primary endpoint: hazard ratio 0.69, 95% CI 0.56-0.86 and 0.61, 95% CI 0.45-0.82, for unadjusted and end-stage renal disease adjusted analyses, respectively). In contrast, no benefit was observed in the non-medically complex subgroup. Overall effects were similar at 5 years. CONCLUSIONS: Early endocrinologist care is associated with a lower incidence of cardiovascular events and death among newly diagnosed patients with diabetes who have comorbid medical conditions.


Subject(s)
Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/therapy , Diabetic Angiopathies/prevention & control , Diabetic Cardiomyopathies/prevention & control , Endocrinology/methods , Evidence-Based Medicine , Specialization , Adult , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/mortality , Cohort Studies , Data Anonymization , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/mortality , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/mortality , Diabetic Cardiomyopathies/epidemiology , Diabetic Cardiomyopathies/mortality , Endocrinology/trends , Female , Follow-Up Studies , Humans , Incidence , Information Storage and Retrieval , Male , Mortality , Ontario/epidemiology , Propensity Score , Risk Factors , Single-Payer System , Survival Analysis , Workforce
15.
Curr Oncol ; 22(2): 97-104, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25908908

ABSTRACT

BACKGROUND: Breast cancer stage at diagnosis is an important predictor of survival. Our goal was to compare breast cancer stage at diagnosis (by American Joint Committee on Cancer criteria) in Chinese and South Asian women with stage at diagnosis in the remaining general population in Ontario. METHODS: We used the Ontario population-based cancer registry to identify all women diagnosed with breast cancer during 2005-2010, and we applied a validated surname algorithm to identify South Asian and Chinese women. We used logistic regression to compare, for Chinese or South Asian women and for the remaining general population, the frequency of diagnoses at stage ii compared with stage i and stages ii-iv compared with stage i. RESULTS: The registry search identified 1304 Chinese women, 705 South Asian women, and 39,287 women in the remaining general population. The Chinese and South Asian populations were younger than the remaining population (mean: 54, 57, and 61 years respectively). Adjusted for age, South Asian women were more often diagnosed with breast cancer at stage ii than at stage i [odds ratio (or): 1.28; 95% confidence interval (ci): 1.08 to 1.51] or at stages ii-iv than at stage i (or: 1.27; 95% ci: 1.08 to 1.48); Chinese women were less likely to be diagnosed at stage ii than at stage i (or: 0.82; 95% ci: 0.72 to 0.92) or at stages ii-iv than at stage i (or: 0.73; 95% ci: 0.65 to 0.82). CONCLUSIONS: Breast cancers were diagnosed at a later stage in South Asian women and at an earlier stage in Chinese women than in the remaining population. A more detailed analysis of ethnocultural factors influencing breast screening uptake, retention, and care-seeking behavior might be needed to help inform and evaluate tailored health promotion activities.

16.
Diabet Med ; 31(11): 1410-7, 2014 Nov.
Article in English | MEDLINE | ID: mdl-24863747

ABSTRACT

AIMS: To assess the combined impact of socio-economic status and gender on the risk of diabetes-related lower extremity amputation within a universal healthcare system. METHODS: We conducted a population-based cohort study using administrative health databases from Ontario, Canada. Adults with pre-existing or newly diagnosed diabetes (N = 606 494) were included and the incidence of lower extremity amputation was assessed for the period 1 April 2002 to 31 March 2009. Socio-economic status was based on neighbourhood-level income groups, assigned to individuals using the Canadian Census and their postal code of residence. RESULTS: Low socio-economic status was associated with a significantly higher incidence of lower extremity amputation (27.0 vs 19.3 per 10,000 person-years in the lowest (Q1) vs the highest (Q5) socio-economic status quintile. This relationship persisted after adjusting for primary care use, region of residence and comorbidity, and was greater among men (adjusted Q1:Q5 hazard ratio 1.41, 95% CI 1.30-1.54; P < 0.0001 for all male gender-socio-economic status interactions) than women (hazard ratio 1.20, 95% CI 1.06-1.36). Overall, the incidence of lower extremity amputation was higher among men than women (hazard ratio for men vs women: 1.87, 95% CI 1.79-1.96), with the greatest disparity between men in the lowest socio-economic status category and women in the highest (hazard ratio 2.39, 95% CI 2.06-2.77 and hazard ratio 2.30, 95% CI 1.97-2.68, for major and minor amputation, respectively). CONCLUSIONS: Despite universal access to hospital and physician care, we found marked socio-economic status and gender disparities in the risk of lower extremity amputation among patients with diabetes. Men living in low-income neighbourhoods were at greatest risk.


Subject(s)
Amputation, Surgical , Diabetic Foot/surgery , Adult , Amputation, Surgical/economics , Cohort Studies , Diabetic Foot/economics , Diabetic Foot/epidemiology , Diabetic Foot/physiopathology , Female , Follow-Up Studies , Health Status Disparities , Humans , Incidence , Insurance Coverage , Insurance, Health, Reimbursement , Male , Ontario/epidemiology , Poverty Areas , Proportional Hazards Models , Registries , Risk Factors , Severity of Illness Index , Sex Factors , State Medicine
17.
Nutr Metab Cardiovasc Dis ; 24(4): 400-7, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24374006

ABSTRACT

BACKGROUND AND AIMS: While predictive tools are being developed to identify those at highest risk for developing diabetes, little is known whether these assays affect clinical care. METHODS AND RESULTS: Thirty sites who used the PreDx(®) (Tethys BioScience, Emeryville, CA) abstracted clinical information from baseline clinic visits prior to a PreDx test and from the most recent visit at time of abstraction. All visits occurred between May 2008-April 2011 (median follow-up 198 days, IQR 124-334). The primary analysis was the influence of the PreDx test (5-year diabetes prediction) on subsequent care; descriptive statistics were used to summarize baseline and follow-up variables. Overall 913 patients with 2 abstracted visits were included. Relative to baseline, median SBP decreased 1.5 mmHg (p = 0.039), DBP decreased 2 mmHg (p < 0.001), LDL-C decreased 4 mg/dL (p = 0.009), and HDL-C increased 2 mg/dL (p < 0.001) at follow-up. Behavioral or lifestyle counseling was not significantly different from baseline to follow-up (71.2% vs. 68.1% (p = 0.077), but BMI was lower by 0.2 kg/m(2) at follow up (p = 0.013). At follow-up, more patients were prescribed metformin (13.7% vs. 9.7%, p < 0.001). A higher PreDx score was significantly associated with metformin prescription (p = 0.0003), lifestyle counseling (p = 0.0099), and a lower BMI at follow-up (p = 0.007). CONCLUSION: The use of a prognostic test in patients perceived to be high risk for diabetes was associated with a modest but significant increase in the prescription of metformin and lifestyle interventions and a reduction in BMI.


Subject(s)
Community Health Services , Decision Support Techniques , Diabetes Mellitus, Type 2/therapy , Practice Patterns, Physicians' , Preventive Health Services , Adult , Aged , Antihypertensive Agents/therapeutic use , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/ethnology , Female , Humans , Hypoglycemic Agents/therapeutic use , Hypolipidemic Agents/therapeutic use , Male , Metformin/therapeutic use , Middle Aged , Preventive Health Services/methods , Quality Improvement , Quality Indicators, Health Care , Retrospective Studies , Risk Assessment , Risk Factors , Risk Reduction Behavior , Time Factors , United States/epidemiology
18.
Diabetologia ; 56(12): 2601-8, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24114114

ABSTRACT

AIMS/HYPOTHESIS: The aim of this study was to determine the contemporary rate ratio of mortality and changes over time in individuals with vs without diabetes. METHODS: Annual age- and sex-adjusted mortality rates were compared for adults (>20 years) with and without diabetes in Ontario, Canada, and the UK from January 1996 to December 2009 using The Health Improvement Network (THIN) and Ontario databases. The total number of individuals evaluated increased from 8,757,772 in 1996 to 12,696,305 in 2009. RESULTS: The excess risk of mortality for individuals with diabetes in both cohorts was significantly lower during later vs earlier years of the follow-up period (1996-2009). In Ontario the diabetes mortality rate ratio decreased from 1.90 (95% CI 1.86, 1.94) in 1996 to 1.51 (1.48, 1.54) in 2009, and in THIN from 2.14 (1.97, 2.32) to 1.65 (1.57, 1.72), respectively. In Ontario and THIN, the mortality rate ratios among diabetic patients in 2009 were 1.67 (1.61, 1.72) and 1.81 (1.68, 1.94) for those aged 65-74 years and 1.11 (1.10, 1.13) and 1.19 (1.14, 1.24) for those aged over 74 years, respectively. Corresponding rate ratios in Ontario and THIN were 2.45 (2.36, 2.54) and 2.64 (2.39, 2.89) for individuals aged 45-64 years, and 4.89 (4.35, 5.45) and 5.18 (3.73, 6.69) for those aged 20-44 years. CONCLUSIONS/INTERPRETATION: The excess risk of mortality in individuals with vs without diabetes has decreased over time in both Canada and the UK. This may be in part due to earlier detection and higher prevalence of early diabetes, as well as to improvements in diabetes care.


Subject(s)
Comorbidity , Diabetes Mellitus/mortality , Adult , Age Distribution , Age of Onset , Aged , Canada/epidemiology , Cross-Sectional Studies , Early Diagnosis , Female , Humans , Male , Middle Aged , Ontario/epidemiology , Population Surveillance , Prevalence , Sex Distribution , Survival Rate/trends , United Kingdom/epidemiology
19.
Diabet Med ; 30(2): e51-5, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23075391

ABSTRACT

AIMS: To examine temporal changes in progression to second-line therapies among older patients with diabetes newly treated with metformin. METHODS: We conducted a population-based study among residents of Ontario, Canada aged 66 years and older with diabetes newly treated with metformin monotherapy in 1997, 2000, 2003 or 2006. Each annual cohort was followed until progression to a second oral hypoglycaemic agent, insulin or until 31 December 2010. Time to progression to a second oral hypoglycaemic agent or insulin was compared across the cohorts. RESULTS: In the four annual cohorts, we identified a total of 46 104 people newly treated with metformin monotherapy. The median time to progression to any second diabetes therapy lengthened significantly over time, from 5.0 years in 1997 to 6.1 years in 2003 (P < 0.0001). Similarly, the time to progression to insulin lengthened over the study period (P = 0.03). Furthermore, the choice of second-line therapy changed over time. While 80.7% of new metformin users in 1997 progressed to glyburide therapy as second-line treatment, the corresponding figure by 2006 was only 45.1% as newer treatment options emerged. CONCLUSIONS: Although recent guidelines recommend aggressive intensification of oral therapy for patients with Type 2 diabetes, older Ontarians with diabetes who started metformin in 2006 remained on monotherapy for longer than those who started in 1997. Furthermore, although there is no consensus regarding a preferred second-line therapy, the introduction of new alternatives has led to greater variation in the selection of second-line therapies in this population.


Subject(s)
Blood Glucose/drug effects , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Metformin/administration & dosage , Aged , Blood Glucose/metabolism , Canada/epidemiology , Cohort Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/epidemiology , Disease Progression , Drug Administration Schedule , Female , Humans , Male , Ontario/epidemiology , Retrospective Studies , Treatment Outcome
20.
Diabet Med ; 30(10): 1209-13, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23586333

ABSTRACT

AIMS: To characterize temporal trends in the selection and timing of first-line pharmacotherapy among older patients with Type 2 diabetes. DESIGN AND METHODS: We studied five population-based cohorts every 3 years, from 1994 to 2006. In each of those years, we identified all subjects aged 66 years or older newly diagnosed with diabetes and determined the initial glucose-lowering drug and the time between diagnosis and drug initiation. We calculated the proportion of patients prescribed each agent and estimated time from diagnosis to initiation using Kaplan-Meier survival analysis. RESULTS: We identified a total of 64 368 eligible people who initiated drug therapy during the study period. From 1994 to 2006, first-line metformin use increased from 20.1 to 79.0%. Glyburide (glibenclamide) decreased from 71.1% of all first-line therapies in 1994 to 9.8% in 2006, while first-line use of insulin or combination therapy have changed little at approximately 5% each. No other medication exceeded 2% of first-line therapies. The median time from diagnosis to initiation of pharmacotherapy increased dramatically during the study period, from 1.8 years in 1994 to 4.6 years in 2006. CONCLUSIONS: Metformin has become the most commonly used initial medication for the treatment of diabetes. Although guidelines have evolved to recommend more aggressive initiation and intensification of pharmacotherapy, our results suggest that the time from diagnosis to initiation has increased substantially.


Subject(s)
Blood Glucose/drug effects , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Metformin/therapeutic use , Time-to-Treatment , Aged , Blood Glucose/metabolism , Cohort Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/mortality , Disease Progression , Drug Administration Schedule , Evidence-Based Practice , Female , Humans , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Kaplan-Meier Estimate , Male , Metformin/administration & dosage , Patient Selection , Practice Guidelines as Topic , Treatment Outcome
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