Abstract P025: Perceived Stress and Incidence of Type 2 Diabetes: a 35-Year Follow-up Study of Middle Aged Swedish Men

Circulation ◽  
2012 ◽  
Vol 125 (suppl_10) ◽  
Author(s):  
Masuma Novak
Keyword(s):  
Type 2 Diabetes ◽  
Proportional Hazards ◽  
Cox Regression ◽  
Cox Proportional Hazards ◽  
Prior History ◽  
Diabetes Incidence ◽  
Middle Aged ◽  
Cox Regression Analysis

OBJECTIVE_ To explore the incidence cases of diabetes over 35 years of follow-up in middle-aged Swedish men in relation to their severity of stress at baseline. RESEARCH DESIGHN AND METHODS_ This was a population-based random sample of 7 495 men derived from the Primary Prevention cohort study (Gothenburg) aged 47-55 years and without prior history of diabetes at baseline (1970-1973). Self-perceived psychological stress during the previous years was assessed with a single-item in the questionnaire. Incident diabetes from hospital discharge and death registries was collected during the 35 years follow-up. Cox proportional hazards regression was used to evaluate association of stress with incidence of diabetes. RESULTS_ During the follow up of 35 years, 884 men developed diabetes. The crude incidence rate was 46.32 per 1000 persons-years. At baseline, 15.5% men reported to experience permanent stress. The age-adjusted cumulative incidence of type diabetes in men who had permanent stress was 16%, compared with 12% for those with no or periodic stress. In age-adjusted Cox regression analysis, men with permanent stress had a higher risk of diabetes incident (hazard ratio 1.52 [95% CI 1.26-1.82]) compared with men with periodic or no stress (referent). The excess risk of diabetes incident associated with permanent stress remained significant after adjusting for age, socioeconomic status (SES), smoking, physical inactivity, alcohol abuse, height, BMI, serum-cholesterol, hypertension, systolic and diastolic blood pressure. CONCLUSIONS_ Perceived permanent stress in middle aged Swedish men was an important long-term predictor of diabetes incidence. The association of stress was independent of SES, lifestyle and other conventional type 2 diabetes risk factors. The significant impact of stress on diabetes, as demonstrated in this study, emphasizes need for prevention strategies including intervention programmes for people with permanent stress.

scholarly journals Correlation between markers of renal function and sight-threatening diabetic retinopathy in type 2 diabetes: a longitudinal study in an Indian clinic population

2020 ◽  
Vol 8 (1) ◽  
pp. e001325 ◽  
Author(s):  
Ramachandran Rajalakshmi ◽  
Coimbatore Subramanian Shanthi Rani ◽  
Ulagamathesan Venkatesan ◽  
Ranjit Unnikrishnan ◽  
Ranjit Mohan Anjana ◽  
...  
Keyword(s):  
Type 2 Diabetes ◽  
Diabetic Retinopathy ◽  
Serum Creatinine ◽  
Cox Regression ◽  
Tertiary Care ◽  
Cox Regression Analysis ◽  
Increased Risk ◽  
New Onset

IntroductionPrevious epidemiological studies have reported on the prevalence of diabetic kidney disease (DKD) and diabetic retinopathy (DR) from India. The aim of this study is to evaluate the effect of DKD on the development of new-onset DR and sight-threatening diabetic retinopathy (STDR) in Asian Indians with type 2 diabetes (T2D).Research design and methodsThe study was done on anonymized electronic medical record data of people with T2D who had undergone screening for DR and renal work-up as part of routine follow-up at a tertiary care diabetes center in Chennai, South India. The baseline data retrieved included clinical and biochemical parameters including renal profiles (serum creatinine, estimated glomerular filtration rate (eGFR) and albuminuria). Grading of DR was performed using the modified Early Treatment Diabetic Retinopathy Study grading system. STDR was defined as the presence of proliferative diabetic retinopathy (PDR) and/or diabetic macular edema. DKD was defined by the presence of albuminuria (≥30 µg/mg) and/or reduction in eGFR (<60 mL/min/1.73 m2). Cox regression analysis was used to evaluate the hazard ratio (HR) for DR and STDR.ResultsData of 19 909 individuals with T2D (mean age 59.6±10.2 years, mean duration of diabetes 11.1±12.1 years, 66.1% male) were analyzed. At baseline, DR was present in 7818 individuals (39.3%), of whom 2249 (11.3%) had STDR. During the mean follow-up period of 3.9±1.9 years, 2140 (17.7%) developed new-onset DR and 980 individuals with non-proliferative DR (NPDR) at baseline progressed to STDR. Higher serum creatinine (HR 1.5, 95% CI 1.3 to 1.7; p<0.0001), eGFR <30 mL/min/1.73 m2 (HR 4.9, 95% CI 2.9 to 8.2; p<0.0001) and presence of macroalbuminuria >300 µg/mg (HR 3.0, 95% CI 2.4 to 3.8; p<0.0001) at baseline were associated with increased risk of progression to STDR.ConclusionsDKD at baseline is a risk factor for progression to STDR. Physicians should promptly refer their patients with DKD to ophthalmologists for timely detection and management of STDR.

scholarly journals Temporal Trends in Incident Hospitalization for Diabetes-Related Foot Ulcer in Type 2 Diabetes: The Fremantle Diabetes Study

2021 ◽  
Author(s):  
Emma J Hamilton ◽  
Wendy A Davis ◽  
Ranita Siru ◽  
Mendel Baba ◽  
Paul E Norman ◽  
...  
Keyword(s):  
Type 2 Diabetes ◽  
Proportional Hazards ◽  
Temporal Trends ◽  
Age Groups ◽  
Foot Ulcer ◽  
Cox Proportional Hazards ◽  
Diabetes Diagnosis ◽  
Incident Rate

Objective:<b> </b>To determine whether, reflecting trends in other chronic complications, incident hospitalization for diabetes-related foot ulcer (DFU) has declined over recent decades in type 2 diabetes. <p>Research design and methods:<b> </b>Participants with type 2 diabetes from the community-based Fremantle Diabetes Study Phases I (FDS1; 1,296 participants, mean age 64.0 years, 48.6% males, recruited 1993-1996) and II (FDS2; 1,509 participants, mean age 65.4 years, 51.8% males, recruited 2008-2011) were followed from entry to first hospitalization for/with DFU, death or 5 years (whichever came first). Incident rate ratios (IRRs) and incident rate differences (IRDs) were calculated for FDS2 versus FDS1 overall and in 10-year age-groups. Cox proportional hazards modelling determined independent predictors of first DFU hospitalization in the combined cohort.</p> <p>Results:<b> </b>Incident DFU hospitalization (95% CI) was 1.9 (0.9-3.3) /1,000 person-years in FDS1 during 5,879 person-years of follow-up, and 4.5 (3.0-6.4) /1,000 person-years in FDS2 during 6,915 person-years of follow-up. The crude IRR (95% CI) was 2.40 (1.17-5.28), <i>P</i>=0.013) and IRD 2.6 (0.7-4.5) /1,000 person-years (<i>P</i>=0.010). The highest incidence rate (IR) for any age-group was 23.6/1,000 person-years in FDS2 participants aged 31-40 years. Age at diabetes diagnosis (inverse), HbA<sub>1c</sub>, insulin use, height, ln(urinary albumin:creatinine), absence of any foot pulse, previous peripheral revascularization and peripheral sensory neuropathy (PSN) were independent predictors of incident hospitalization for/with DFU.</p> <p>Conclusions:<b> </b>Incident DFU hospitalizations complicating type 2 diabetes increased between FDS Phases, especially in younger participants, and were more likely in those with PSN, peripheral arterial disease and suboptimal glycemic control at baseline.</p>

scholarly journals Dietary Patterns May Be Nonproportional Hazards for the Incidence of Type 2 Diabetes: Evidence from Korean Adult Females

Nutrients ◽  
2019 ◽  
Vol 11 (10) ◽  
pp. 2522
Author(s):  
Chung ◽  
Kim ◽  
Kwock
Keyword(s):  
Risk Factors ◽  
Type 2 Diabetes ◽  
Metabolic Syndrome ◽  
Dietary Patterns ◽  
Proportional Hazards ◽  
Cox Regression ◽  
Diabetes Incidence ◽  
Interaction Terms ◽  
Proportional Hazards Assumption

This study aimed to examine the association between the incidence of type 2 diabetes and various risk factors including dietary patterns based on the rigorous proportional hazards assumption tests. Data for 3335 female subjects aged 40–69 years from the Korea Genome and Epidemiology Study were used. The assumption of proportional hazards was tested using the scaled Schoenfeld test. The stratified Cox regression was used to adjust the nonproportionality of diabetic risk factors, and the regression was adjusted for potential confounding variables, such as age, marital status, physical activity, drinking, smoking, BMI, etc. Metabolic syndrome and meat and fish pattern variables were positively associated with diabetes. However, dietary patterns and metabolic syndrome variables violated the proportional hazards assumption; therefore, the stratified Cox regression with the interaction terms was applied to adjust the nonproportionality and to allow the possible different parameters over each stratum. The highest quartile of meat and fish pattern was associated with diabetes only in subjects aged over 60 years. Moreover, subjects who were obese and had metabolic syndrome had higher risk in bread and snacks (HR: 1.85; 95% CI: 1.00–3.40) and meat and fish pattern (HR: 1.82; 95% CI: 1.01–3.26), respectively. In conclusion, a quantitative proportional hazards assumption test should always be conducted before the use of Cox regression because nonproportionality of risk factors could induce limited effect on diabetes incidence.

Association of triglyceride to HDL cholesterol ratio with cardiometabolic outcomes

2018 ◽  
Vol 67 (3) ◽  
pp. 663-668
Author(s):  
May Yang ◽  
Joseph Rigdon ◽  
Sandra A Tsai
Keyword(s):  
Type 2 Diabetes ◽  
Proportional Hazards ◽  
Density Lipoprotein ◽  
Hdl Cholesterol ◽  
Cox Proportional Hazards ◽  
Cholesterol Ratio ◽  
Cox Proportional Hazards Models ◽  
Potential Opportunity

Electronic medical records (EMRs) offer a potential opportunity to identify patients at high risk for cardiometabolic disease, which encompasses type 2 diabetes and cardiovascular disease (CVD). The objective of this retrospective cohort study is to use information gathered from EMR to investigate the association between triglyceride to high-density lipoprotein cholesterol ratio (TG/HDL-C) and cardiometabolic outcomes in a general population of subjects over 50 years of age during a follow-up period of 8–9 years. TG/HDL-C was recorded for each of 1428 subjects in 2008, and diagnoses of type 2 diabetes and CVD were recorded through chart review until 2017. Cox proportional hazards models controlling for demographic characteristics and other risk factors demonstrated that high TG/HDL-C (>2.5 in women or >3.5 in men) was significantly associated with increased incidence of type 2 diabetes (HR 1.66; 95% CI 1.07 to 2.57; p=0.0230). There was also a suggested association between high TG/HDL-C and incidence of CVD (HR 1.51; 95% CI 0.98 to 2.35; p=0.0628). These findings suggest that using TG/HDL-C, which can be easily calculated from data in an EMR, should be another tool used in identifying patients at high cardiometabolic risk.

scholarly journals Substitutions between dairy product subgroups and risk of type 2 diabetes: the Danish Diet, Cancer and Health cohort

2017 ◽  
Vol 118 (11) ◽  
pp. 989-997 ◽  
Author(s):  
Daniel B. Ibsen ◽  
Anne Sofie D. Laursen ◽  
Lotte Lauritzen ◽  
Anne Tjønneland ◽  
Kim Overvad ◽  
...  
Keyword(s):  
Type 2 Diabetes ◽  
Dairy Products ◽  
Proportional Hazards ◽  
Dairy Product ◽  
Cox Proportional Hazards ◽  
Low Fat ◽  
Baseline Information ◽  
Diabetes Register

AbstractThe aim of this study was to investigate the associations for specified substitutions between different subgroups of dairy products and the risk of type 2 diabetes. We used data from the Danish Diet, Cancer and Health cohort including 54 277 men and women aged 50–64 years at baseline. Information regarding intake of dairy products was obtained from a validated FFQ, and cases of type 2 diabetes were identified through the Danish National Diabetes Register. Cox proportional hazards regressions were used to estimate associations. During a median follow-up of 15·3 years, 7137 cases were identified. Low-fat yogurt products in place of whole-fat yogurt products were associated with a higher rate of type 2 diabetes (hazard ratio (HR) 1·17; 95 % CI 1·06, 1·29) per serving/d substituted. Whole-fat yogurt products in place of low-fat milk, whole-fat milk or buttermilk were associated with a lower rate of type 2 diabetes (HR 0·89; 95 % CI 0·83, 0·96; HR 0·89; 95 % CI 0·82, 0·96; HR 0·89; 95 % CI 0·81, 0·97; per serving/d substituted, respectively). The pattern of associations was similar when intake was expressed as kJ/d (kcal/d). These findings suggest that intake of whole-fat yogurt products in place of low-fat yogurt products, low-fat milk, whole-fat milk and buttermilk are associated with a lower rate of type 2 diabetes.

scholarly journals Association between dyslipidemia and risk of type 2 diabetes mellitus in middle-aged and older Chinese adults: a secondary analysis of a nationwide cohort

BMJ Open ◽  
2021 ◽  
Vol 11 (5) ◽  
pp. e042821
Author(s):  
Jieru Peng ◽  
Fei Zhao ◽  
Xue Yang ◽  
Xiongfei Pan ◽  
Jue Xin ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Type 2 Diabetes ◽  
Type 2 Diabetes Mellitus ◽  
Secondary Analysis ◽  
Cox Proportional Hazards ◽  
Baseline Survey ◽  
Middle Aged ◽  
Lipid Parameters

AimsTo evaluate the type 2 diabetes mellitus (T2DM) risk of individuals with different types of dyslipidaemia and compare the predictive value of distinct lipid parameters in predicting T2DM.MethodsWe conducted a secondary analysis of data from the China Health and Retirement Longitudinal Study (CHARLS). 17 708 individuals over 45 years old were interviewed, and 11 847 blood samples were collected at the baseline survey (2011–2012). Outcome of T2DM was confirmed during two follow-up surveys (2013–2014 and 2015–2016). The HRs and 95% CI of T2DM associated with dyslipidaemia were estimated by Cox proportional hazards regressions model. The discriminatory value of eight lipid parameters were compared by the area under the receiver operating characteristic (ROC) curve (AUC).ResultsA total of 7329 participants were enrolled in our analysis; during the mean follow-up time of 3.4 years, 387 (5.28%) participants developed new-onset diabetes. Compared with participants in normal lipid levels, the T2DM risk of those with hypercholesterolaemia, hypertriglyceridaemia and low high-density lipoprotein cholesterol (HDL-C) were significantly increased (HRs (95% CI) were 1.48 (1.11 to 1.96), 1.92 (1.49 to 2.46) and 1.67 (1.35 to 2.07), respectively). The AUCs of non-HDL-C (0.685, 95% CI 0.659 to 0.711), triglyceride (TG) (0.684, 95% CI 0.658 to 0.710), total cholesterol (TC)/HDL-C (0.685, 95% CI 0.659 to 0.712) and TG/HDL-C (0.680, 95% CI 0.654 to 0.706) were significantly (p<0.005) larger than that of other lipid parameters.ConclusionMiddle-aged and elderly adults with hypertriglyceridaemia, hypercholesterolaemia and low HDL-C were at higher risk for developing diabetes. Non-HDL-C, TG, TC/HDL and TG/HDL have greater performance than other lipid parameters in predicting T2DM incidence.

scholarly journals Association between living alone and incident type 2 diabetes among middle-aged individuals in Korea: a nationwide cohort study

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Ga Eun Nam ◽  
Wonsock Kim ◽  
Kyungdo Han ◽  
Jin-Hyung Jung ◽  
Byoungduck Han ◽  
...  
Keyword(s):  
Type 2 Diabetes ◽  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Living Alone ◽  
Older Individuals ◽  
Middle Aged ◽  
National Health Insurance System ◽  
Incident Type ◽  
Incident Type 2 Diabetes

AbstractWe studied the association between living alone and the risk of incident type 2 diabetes in middle-aged individuals using nationwide cohort data from the Korean population. 11,686, 677 middle-aged individuals aged 40–64 years who underwent health examinations by the Korean National Health Insurance System between 2009 and 2012 were followed up until December 31, 2015. The hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated using multivariable Cox proportional hazards regression analysis. During the median follow-up duration of 5.6 years, 393,438 individuals developed type 2 diabetes. Living alone was significantly associated with incident type 2 diabetes in all adjusted models (HR 1.08; 95% CI 1.07–1.09 in model 4). Individuals who lived alone for < 1 year and 1–7 years were associated with increased HRs of 1.07 (1.04–1.09) and 1.08 (1.07–1.09). Living alone was associated with incident type 2 diabetes in all subgroups. The association was stronger in men than in women and younger individuals than in older individuals. Living alone, even for a short duration, may be an important factor in type 2 diabetes development. Better household conditions and appropriate support to one-person households may be needed to prevent type 2 diabetes.

scholarly journals Restricted AccessChanges in Plant-Based Diet Indices and Subsequent Risk of Type 2 Diabetes in Women and Men: Three U.S. Prospective Cohorts

2021 ◽  
Author(s):  
Zhangling Chen ◽  
Jean-Philippe Drouin-Chartier ◽  
Yanping Li ◽  
Megu Y. Baden ◽  
JoAnn E. Manson ◽  
...  
Keyword(s):  
Type 2 Diabetes ◽  
Lower Risk ◽  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Diabetes Risk ◽  
Health Study ◽  
Weight Changes ◽  
Subsequent Risk

<b>Objective</b> <p>We evaluated the associations between changes in plant-based diets and subsequent risk of type 2 diabetes.</p> <p><b>Methods</b></p> <p>We prospectively followed 76,530 women in the Nurses’ Health Study (NHS, 1986-2012), 81,569 women in NHS II (1991-2017), and 34,468 men in the Health Professionals’ Follow-up Study (1986-2016). Adherence to plant-based diets was assessed every 4 years using the overall plant-based diet index (PDI), healthful PDI (hPDI), and unhealthful PDI (uPDI). We used multivariable Cox proportional hazards models to estimate hazard ratios (HRs). Results of the three cohorts were pooled using meta-analysis.</p> <p><b>Results</b></p> <p>We documented 12,627 cases of type 2 diabetes during 2,955,350 person-years of follow-up. <a>After adjustment for initial BMI, initial and 4-year changes in alcohol intake, smoking, physical activity, and other factors, </a><a>compared with participants whose indices remained relatively stable (±3%), </a><a>participants with the largest decrease (>10%) in PDI and hPDI over 4 years had a 12%-23% higher diabetes risk in the subsequent 4 years (pooled HR: PDI, 1.12 (95% CI 1.05, 1.20), hPDI, 1.23 (1.16, 1.31)). </a>Each 10% increment in PDI and hPDI over 4 years was associated with a 7%-9% lower risk (PDI, 0.93 (0.91, 0.95), hPDI, 0.91 (0.87, 0.95)). Changes in uPDI were not associated with diabetes risk. Weight changes accounted for 6.0%-35.6% of the associations between changes in PDI and hPDI and diabetes risk. </p> <p><b>Conclusions</b></p> <p>Improving adherence to overall and healthful plant-based diets was associated with a lower risk of type 2 diabetes, whereas decreased adherence to such diets was associated with a higher risk. </p>

Abstract 131: Cognitive Impairment Predicts Mortality in Patients with Heart Failure

2016 ◽  
Vol 9 (suppl_2) ◽  
Author(s):  
Howard Lan ◽  
Lee Ann Hawkins ◽  
Helme Silvet
Keyword(s):  
Heart Failure ◽  
Cognitive Impairment ◽  
Proportional Hazards ◽  
Cox Regression ◽  
Cox Proportional Hazards ◽  
Mortality Data ◽  
Cox Regression Analysis ◽  
Kaplan Meier ◽  
Study Population

Introduction: In our previously published study, we evaluated a Veteran cohort of 250 outpatients with heart failure (HF) and found 58% (144 of 250) incidence of previously undiagnosed cognitive impairment (CI). Previous studies have suggested that HF patients with CI have worse clinical outcomes including higher mortality but this has not been studied in the Veteran population. Methods: Current study was designed to prospectively follow this cohort of 250 patients. Cognitive function was previously evaluated in all patients at baseline using the St. Luis University Mental Status (SLUMS) exam. The primary outcome for this follow-up study was all-cause mortality. Data analysis including Cox regression analysis and Kaplan-Meier curves were generated using SPSS. Results: The study population was predominantly Caucasian (72%, 179 of 250) and male (99%, 247 of 250) with mean age of 69 ± 10 years. Mean follow up was 31 ± 11 months. During follow up, 26% (64 of 250) of patients died. Univariate and multivariate Cox proportional hazards regression analyses were performed and shown in Table 1. Using the SLUMS score, subjects were stratified into three groups: no CI (42%, 106 of 250), mild CI (42%, 104 of 250), and severe CI (16%, 40 of 250). Kaplan-Meier survival curves were generated to compare the three CI groups in Figure 1. Conclusion: Current study demonstrates that CI is an independent risk factor for mortality in outpatient HF patients. This is an important finding because CI is commonly unrecognized in this vulnerable population. Routine CI screening could help to identify those who are at greater risk for worse outcomes. Future studies are needed to derive possible interventions to improve outcomes in these patients.

Diabetes is associated with decreased migraine risk: A nationwide cohort study

Cephalalgia ◽  
2017 ◽  
Vol 38 (11) ◽  
pp. 1759-1764 ◽  
Author(s):  
Ippazio Cosimo Antonazzo ◽  
Trond Riise ◽  
Marianna Cortese ◽  
Line Iden Berge ◽  
Anders Engeland ◽  
...  
Keyword(s):  
Type 2 Diabetes ◽  
Type 1 Diabetes ◽  
Cohort Study ◽  
Educational Level ◽  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Prescription Database

Background Results from studies on diabetes and migraine risk are conflicting, which may be due to methodological limitations. Prospective studies with long follow-up could increase our understanding of the relationship between the two diseases. Method We performed a cohort study including the whole Norwegian population alive on 01.01.2004, using prescriptions registered in the Norwegian prescription database to identify individuals developing type 1 diabetes, type 2 diabetes and migraine during follow-up (10 years). We used Cox proportional hazards regression to estimate rate ratios with corresponding 95% confidence intervals for the effect of diabetes on migraine risk, adjusting for age, sex, and educational level. Result We identified 7,883 type 1 diabetes patients and 93,600 type 2 patients during the study period. Type 1 diabetes was significantly associated with a subsequent decreased migraine risk during follow-up in the age- and sex-adjusted analyses (0.74; 0.61–0.89). Type 2 diabetes was also associated with a significantly lower migraine risk (0.89; 0.83–0.95). Further adjustment for educational level yielded similar results for both diabetes. Conclusion Both type 1 and type 2 diabetes were significantly associated with a decreased risk of migraine. This suggests that diabetes or diabetes treatment may have a protective effect on the development of migraine.

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