scholarly journals Weight Changes in Type 2 Diabetes and Cancer Risk: A Latent Class Trajectory Model Study

Obesity Facts ◽  
2021 ◽  
pp. 1-10
Author(s):  
Britt W. Jensen ◽  
Charlotte Watson ◽  
Nophar Geifman ◽  
Jennifer L. Baker ◽  
Ellena Badrick ◽  
...  

<b><i>Introduction:</i></b> Body mass index (BMI) is often elevated at type 2 diabetes (T2D) diagnosis. Using latent class trajectory modelling (LCTM) of BMI, we examined whether weight loss after diagnosis influenced cancer incidence and all-cause mortality. <b><i>Methods:</i></b> From 1995 to 2010, we identified 7,708 patients with T2D from the Salford Integrated Record database (UK) and linked to the cancer registry for information on obesity-related cancer (ORC), non-ORC; and all-cause mortality. Repeated BMIs were used to construct sex-specific latent class trajectories. Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated using Cox regression models. <b><i>Results:</i></b> Four sex-specific BMI classes were identified; stable-overweight, stable-obese, obese-slightly-decreasing, and obese-steeply-decreasing; comprising 41%, 45%, 13%, and 1% of women, and 45%, 37%, 17%, and 1% of men, respectively. In women, the stable-obese class had similar ORC risks as the obese-slightly-decreasing class, whereas the stable-overweight class had lower risks. In men, the obese-slightly-decreasing class had higher risks of ORC (HR = 1.86, 95% CI: 1.05–3.32) than the stable-obese class, while the stable-overweight class had similar risks No associations were observed for non-ORC. Compared to the stable-obese class, women (HR = 1.60, 95% CI: 0.99–2.58) and men (HR = 2.37, 95% CI: 1.66–3.39) in the obese-slightly-decreasing class had elevated mortality. No associations were observed for the stable-overweight classes. <b><i>Conclusion:</i></b> Patients who lost weight after T2D diagnosis had higher risks for ORC (in men) and higher all-cause mortality (both genders) than patients with stable obesity.

Circulation ◽  
2020 ◽  
Vol 141 (Suppl_1) ◽  
Author(s):  
Hyunju Kim ◽  
Dan Wang ◽  
John Chalmers ◽  
Mark Woodward ◽  
Elizabeth Selvin ◽  
...  

Introduction: Creatinine-based estimated glomerular filtration rate (eGFR) is biased in the setting of obesity and other conditions. Alternative kidney filtration markers may be particularly useful in adults with diabetes, but few studies examined the risk of clinical outcomes associated with filtration markers in adults with type 2 diabetes. Objective: We evaluated whether baseline levels and change in eGFR based on creatinine (Cr), cystatin C (Cys), and B 2 -microglobulin (B2M) were associated with the risk of clinical outcomes among individuals with type 2 diabetes. Methods: In the Action in Diabetes and Vascular Disease: Preterax and Diamicron Modified Release Controlled Evaluation (ADVANCE) trial, Cr, Cys, and B2M were measured in 7,217 participants at baseline and a random sample of 640 participants at the 1 year visit. We categorized baseline eGFR Cr , eGFR Cys , eGFR B2M , and the average across the 3 eGFR estimates (eGFR avg ) into quarters, and examined associations with major macrovascular and microvascular events together, and separately, and all-cause mortality using Cox regression models, adjusting for established risk factors. We also examined associations with continuous eGFR decline and increase (per 30%). Results: Over a median follow-up of 5 years, 1,313 combined major macrovascular (n=748) and microvascular events (n=637), and 743 deaths occurred. Lower levels of eGFR based on all three filtration markers individually and combined were associated with 1.5 to 2.2 times higher risk of combined major macrovascular and microvascular events, with similar patterns for other outcomes ( Table ). Per 30% decline in eGFR Cys and eGFR avg were associated with a >2-fold higher risk of all clinical outcomes, after additional adjustment of baseline eGFR. Conclusions: In adults with type 2 diabetes, baseline levels of eGFR based on alternative filtration markers and per 30% decline in eGFR Cys and eGFR avg were consistently associated with all clinical outcomes.


JRSM Open ◽  
2018 ◽  
Vol 9 (7) ◽  
pp. 205427041877366
Author(s):  
Manil Malawana ◽  
Sally Kerry ◽  
Rohini Mathur ◽  
John Robson

Objective To establish whether low HbA1c is associated with clinical hypoglycaemia among people with type 2 diabetes prescribed insulins or sulphonylureas. Design Retrospective cohort study using routine electronic GP health records collected between January 2013 and December 2015. Setting Three east London Clinical Commissioning Groups. Participants Two cohorts of adults with type 2 diabetes prescribed either (i) insulins with or without other oral antidiabetic medication (n = 6788, 36.4%) or (ii) sulphonylureas with or without other oral antidiabetic medications excluding insulins (n = 11,840, 63.6%). Main outcome measures First clinically recorded hypoglycaemia and all-cause mortality. Hazard ratios (HR) adjusting for age, ethnicity, renal function and comorbidities were calculated using Cox regression models. Results Compared with an HbA1c of 53–63 mmol/mol, the adjusted HR of hypoglycaemia in those with a low HbA1c, below 53 mmol/mol, in the insulin and sulphonylurea cohorts were 1.26 (95% CI, 0.97 to 1.62) and 1.54 (95% CI, 1.27 to 1.87), respectively. Adjusted HRs of all-cause mortality from low HbA1c in the insulin and sulphonylurea cohorts were 1.54 (95% CI, 1.15 to 2.07) and 1.42 (95% CI, 1.11 to 1.81), respectively. Increasing age and renal impairment were also associated with increased hypoglycaemic risk in both cohorts. Conclusions HbA1c below 53 mmol/mol was associated with episodes of clinical hypoglycaemia among people with type 2 diabetes prescribed sulphonylureas, and all-cause mortality in those prescribed insulins and sulphonylureas. These findings support the need for reviewing glycaemic targets and the intensities of treatment in those with low HbA1c prescribed insulins or sulphonylureas to reduce the risk of hypoglycaemia.


2020 ◽  
Author(s):  
Anne Gedebjerg ◽  
Mette Bjerre ◽  
Alisa Devedzic Kjaergaard ◽  
Rudi Steffensen ◽  
Jens Steen Nielsen ◽  
...  

<b>Objective</b>: Mannose-binding lectin (MBL) is linked to risk of cardiovascular disease in diabetes, but the nature of the association is unclear. We investigated the association between MBL and risk of cardiovascular events (CVE) and all-cause mortality in type 2 diabetes. <p><b>Research Design and Methods</b>: In a cohort study of 7588 patients with type 2 diabetes, we measured serum MBL in 7305 and performed MBL expression genotyping in 3043. We grouped serum MBL and MBL expression genotypes into three categories: low, intermediate, and high. Outcomes were CVE (myocardial infarction, stroke, coronary revascularization, unstable angina, and cardiovascular death) and all-cause mortality. The association with outcomes was examined by spline and Cox regression analyses. </p> <p><b>Results</b>: Serum MBL and CVE showed a U-shaped association. Compared to the intermediate serum MBL category, the adjusted hazard ratio (HR) for CVE was 1.82 (95% CI, 1.34 to 2.46) for the low-MBL category and 1.48 (95% CI, 1.14 to 1.92) for the high-MBL category. We found a similar U-shaped association for all-cause mortality, but with lower risk estimates. Compared to the intermediate MBL expression genotype, the adjusted HR for CVE was 1.40 (95% CI, 0.87 to 2.25) for the low-expression genotype and 1.44 (95% CI, 1.01 to 2.06) for the high-expression genotype. MBL expression genotype was not associated with all-cause mortality. </p> <p><b>Conclusions:</b> Both serum MBL and MBL expression genotype showed a U-shaped association with CVE risk in individuals with type 2 diabetes. Our findings suggest that serum MBL is a risk factor for cardiovascular disease in this population.</p>


2020 ◽  
Author(s):  
Anne Gedebjerg ◽  
Mette Bjerre ◽  
Alisa Devedzic Kjaergaard ◽  
Rudi Steffensen ◽  
Jens Steen Nielsen ◽  
...  

<b>Objective</b>: Mannose-binding lectin (MBL) is linked to risk of cardiovascular disease in diabetes, but the nature of the association is unclear. We investigated the association between MBL and risk of cardiovascular events (CVE) and all-cause mortality in type 2 diabetes. <p><b>Research Design and Methods</b>: In a cohort study of 7588 patients with type 2 diabetes, we measured serum MBL in 7305 and performed MBL expression genotyping in 3043. We grouped serum MBL and MBL expression genotypes into three categories: low, intermediate, and high. Outcomes were CVE (myocardial infarction, stroke, coronary revascularization, unstable angina, and cardiovascular death) and all-cause mortality. The association with outcomes was examined by spline and Cox regression analyses. </p> <p><b>Results</b>: Serum MBL and CVE showed a U-shaped association. Compared to the intermediate serum MBL category, the adjusted hazard ratio (HR) for CVE was 1.82 (95% CI, 1.34 to 2.46) for the low-MBL category and 1.48 (95% CI, 1.14 to 1.92) for the high-MBL category. We found a similar U-shaped association for all-cause mortality, but with lower risk estimates. Compared to the intermediate MBL expression genotype, the adjusted HR for CVE was 1.40 (95% CI, 0.87 to 2.25) for the low-expression genotype and 1.44 (95% CI, 1.01 to 2.06) for the high-expression genotype. MBL expression genotype was not associated with all-cause mortality. </p> <p><b>Conclusions:</b> Both serum MBL and MBL expression genotype showed a U-shaped association with CVE risk in individuals with type 2 diabetes. Our findings suggest that serum MBL is a risk factor for cardiovascular disease in this population.</p>


2019 ◽  
Vol 18 (1) ◽  
Author(s):  
You-Bin Lee ◽  
Kyungdo Han ◽  
Bongsung Kim ◽  
Seung-Eun Lee ◽  
Ji Eun Jun ◽  
...  

Abstract Background Both type 1 and type 2 diabetes are well-established risk factors for cardiovascular disease and early mortality. However, few studies have directly compared the hazards of cardiovascular outcomes and premature death among people with type 1 diabetes to those among people with type 2 diabetes and subjects without diabetes. Furthermore, information about the hazard of cardiovascular disease and early mortality among Asians with type 1 diabetes is sparse, although the clinical and epidemiological characteristics of Asians with type 1 diabetes are unlike those of Europeans. We estimated the hazard of myocardial infarction (MI), hospitalization for heart failure (HF), atrial fibrillation (AF), and mortality during follow-up in Korean adults with type 1 diabetes compared with those without diabetes and those with type 2 diabetes. Methods We used Korean National Health Insurance Service datasets of preventive health check-ups from 2009 to 2016 in this retrospective longitudinal study. The hazard ratios of MI, HF, AF, and mortality during follow-up were analyzed using the Cox regression analyses according to the presence and type of diabetes in ≥ 20-year-old individuals without baseline cardiovascular disease (N = 20,423,051). The presence and type of diabetes was determined based on the presence of type 1 or type 2 diabetes at baseline. Results During more than 93,300,000 person-years of follow-up, there were 116,649 MIs, 135,532 AF cases, 125,997 hospitalizations for HF, and 344,516 deaths. The fully-adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) for incident MI, hospitalized HF, AF, and all-cause death within the mean follow-up of 4.6 years were higher in the type 1 diabetes group than the type 2 diabetes [HR (95% CI) 1.679 (1.490–1.893) for MI; 2.105 (1.901–2.330) for HF; 1.608 (1.411–1.833) for AF; 1.884 (1.762–2.013) for death] and non-diabetes groups [HR (95% CI) 2.411 (2.138–2.718) for MI; 3.024 (2.730–3.350) for HF; 1.748 (1.534–1.993) for AF; 2.874 (2.689–3.073) for death]. Conclusions In Korea, the presence of diabetes was associated with a higher hazard of cardiovascular disease and all-cause death. Specifically, people with type 1 diabetes had a higher hazard of cardiovascular disease and all-cause mortality compared to people with type 2 diabetes.


2019 ◽  
Vol 105 (1) ◽  
pp. 152-162 ◽  
Author(s):  
Alexandra K Lee ◽  
Mark Woodward ◽  
Dan Wang ◽  
Toshiaki Ohkuma ◽  
Bethany Warren ◽  
...  

Abstract Context Weight loss is strongly recommended for overweight and obese adults with type 2 diabetes. Unintentional weight loss is associated with increased risk of all-cause mortality, but few studies have examined its association with cardiovascular outcomes in patients with diabetes. Objective To evaluate 2-year weight change and subsequent risk of cardiovascular events and mortality in established type 2 diabetes. Design and Setting The Action in Diabetes and Vascular Disease: Preterax and Diamicron-MR Controlled Evaluation was an international, multisite 2×2 factorial trial of intensive glucose control and blood pressure control. We examined 5 categories of 2-year weight change: &gt;10% loss, 4% to 10% loss, stable (±&lt;4%), 4% to 10% gain, and &gt;10% gain. We used Cox regression with follow-up time starting at 2 years, adjusting for intervention arm, demographics, cardiovascular risk factors, and diabetes medication use from the 2-year visit. Results Among 10 081 participants with valid weight measurements, average age was 66 years. By the 2-year examination, 4.3% had &gt;10% weight loss, 18.4% had 4% to 10% weight loss, and 5.3% had &gt;10% weight gain. Over the following 3 years of the trial, &gt;10% weight loss was strongly associated with major macrovascular events (hazard ratio [HR], 1.75; 95% confidence interval [CI], 1.26-2.44), cardiovascular mortality (HR, 2.76; 95% CI, 1.87-4.09), all-cause mortality (HR, 2.79; 95% CI, 2.10-3.71), but not major microvascular events (HR, 0.91; 95% CI, 0.61-1.36), compared with stable weight. There was no evidence of effect modification by baseline body mass index, age, or type of diabetes medication. Conclusions In the absence of substantial lifestyle changes, weight loss may be a warning sign of poor health meriting further workup in patients with type 2 diabetes.


Author(s):  
Chin-Hsiao Tseng

Abstract Aim Our aim was to compare the risk of developing inflammatory bowel disease [IBD] between ever users and never users of metformin. Methods Patients with newly diagnosed type 2 diabetes mellitus from 1999 to 2005 were enrolled from Taiwan’s National Health Insurance. A total of 340 211 ever users and 24 478 never users who were free from IBD on January 1, 2006 were followed up until December 31, 2011. Hazard ratios were estimated by Cox regression incorporating the inverse probability of treatment weighting using a propensity score. Results New-onset IBD was diagnosed in 6466 ever users and 750 never users. The respective incidence rates were 412.0 and 741.3 per 100 000 person-years and the hazard ratio for ever vs never users was 0.55 [95% confidence interval: 0.51–0.60]. A dose–response pattern was observed while comparing the tertiles of cumulative duration of metformin therapy to never users. The respective hazard ratios for the first [&lt;26.0 months], second [26.0–58.3 months] and third [&gt;58.3 months] tertiles were 1.00 [0.93–1.09], 0.57 [0.52–0.62] and 0.24 [0.22–0.26]. While patients treated with oral antidiabetic drugs [OADs] without metformin were treated as a reference group, the hazard ratios for patients treated with OADs with metformin, with insulin without metformin [with/without other OADs] and with insulin and metformin [with/without other OADs] were 0.52 [0.42–0.66], 0.95 [0.76–1.20] and 0.50 [0.40–0.62], respectively. Conclusion A reduced risk of IBD is consistently observed in patients with type 2 diabetes mellitus who have been treated with metformin.


2016 ◽  
Vol 116 (10) ◽  
pp. 1807-1815 ◽  
Author(s):  
Courtney Dow ◽  
Marie Mangin ◽  
Beverley Balkau ◽  
Aurélie Affret ◽  
Marie-Christine Boutron-Ruault ◽  
...  

AbstractWe evaluated the association between dietary estimates of fatty acid (FA) consumption and type 2 diabetes (T2D) risk in the French E3N (Etude Epidémiologique auprès des femmes de la Mutuelle Générale de l’Education Nationale) cohort. In total, 71 334 women without diabetes at baseline were followed up from 1993 to 2011. Diabetes was identified using questionnaires and drug-reimbursement claims, and incident cases were validated. FA consumption in 1993 was estimated from a validated dietary questionnaire. Cox regression estimated hazard ratios (HR) and 95 % CI of diabetes risk, comparing the upper tertile group with the lowest. High n-3 PUFA consumption was associated with T2D even after adjustment for confounders, including other FA and BMI (HR 1·26; 95 % CI 1·13, 1·41; upper tertile compared with lowest). Upon stratification by overweight (BMI≥25 kg/m2)/non-overweight, a positive association between total PUFA consumption and T2D was observed, but it was restricted to non-overweight women (HR 1·22; 95 % CI 1·05, 1·42), whereas n-3 PUFA consumption was associated with increased T2D risk in both BMI strata (BMI<25 kg/m2: HR 1·19; 95 % CI 1·01, 1·40 and BMI≥25 kg/m2: HR 1·38; 95 % CI 1·20, 1·59). Within the n-3 PUFA, high DPA (HR 1·41; 95 % CI 1·23, 1·63) and α-linolenic acid (ALA) intakes were associated with increased T2D risk, but the effects of ALA were restricted to overweight women (HR 1·17; 95 % CI 1·01, 1·36). Within the n-6 PUFA, only arachidonic acid (AA) intake was associated with T2D risk (HR 1·49; 95 % CI 1·33, 1·66). The associations with DPA and AA persisted even after adjustment of their principal source in this cohort, the consumption of meat. The effects of PUFA are heterogeneous within the FA group. Intake of DPA and AA may contribute to T2D development.


2017 ◽  
Vol 117 (10) ◽  
pp. 1478-1485 ◽  
Author(s):  
Sonia Eguaras ◽  
Maira Bes-Rastrollo ◽  
Miguel Ruiz-Canela ◽  
Silvia Carlos ◽  
Pedro de la Rosa ◽  
...  

AbstractIt is likely that the Mediterranean diet (MedDiet) may mitigate the adverse effects of obesity on the incidence of type 2 diabetes mellitus (T2DM). We assessed this hypothesis in a cohort of 18 225 participants initially free of diabetes (mean age: 38 years, 61 % women). A validated semi-quantitative 136-item FFQ was used to assess dietary intake and to build a 0–9 score of adherence to MedDiet. After a median of 9·5-year follow-up, 136 incident cases of T2DM were confirmed during 173 591 person-years follow-up. When MedDiet adherence was low (≤4 points), the multivariable-adjusted hazard ratios (HR) were 4·07 (95 % CI 1·58, 10·50) for participants with BMI 25–29·99 kg/m2 and 17·70 (95 % CI 6·29, 49·78) kg/m2 for participants with BMI≥30 kg/m2, (v.<25 kg/m2). In the group with better adherence to the MedDiet (>4 points), these multivariable-adjusted HR were 3·13 (95 % CI 1·63, 6·01) and 10·70 (95 % CI 4·98, 22·99) for BMI 25–30 and ≥30 kg/m2, respectively. The P value for the interaction was statistically significant (P=0·002). When we assessed both variables (BMI and MedDiet) as continuous, the P value for their interaction product-term was marginally significant (P=0·051) in fully adjusted models. This effect modification was not explained by weight changes during follow-up. Our results suggest that the MedDiet may attenuate the adverse effects of obesity on the risk of T2DM.


2020 ◽  
Author(s):  
Yuni Choi ◽  
Nicole Larson ◽  
Daniel D. Gallaher ◽  
Andrew O. Odegaard ◽  
Jamal S. Rana ◽  
...  

<b>OBJECTIVE: </b>To examine the associations between change in plant-centered diet quality and type 2 diabetes risk and change in body size. <p><b>RESEARCH DESIGN AND METHODS: </b>A<b> </b>prospective study conducted in the US enrolled adults ages 18–30 years in 1985–1986 (exam year [Y0]) and followed them through 2015–2016. <a>We analyzed the associations between change in plant-centered diet quality over 20 years (Y0–Y20) and diabetes (Y20–30, n=2,534) and change (Y0–Y20 and Y20–30) in body mass index (BMI), waist circumference (WC), and weight (n > 2,434). </a>Plant-centered diet quality was measured using the A Priori Diet Quality Score (APDQS); a higher score favors nutritionally-rich plant foods. Cox regression models were used to assess diabetes risk and linear regression models were used to examine change in body size.</p> <p><b>RESULTS: </b>During mean follow-up of 9.3 (±1.7) years, 206 incident diabetes cases occurred. In multivariable analysis, participants with the largest increase in APDQS over 20 years had a 48% (95% CI: 0.31–0.85; P-trend < 0.001) lower risk of diabetes over the subsequent 10–years compared with participants whose score remained stable. <a>Each 1–SD increment in APDQS over 20 years was associated with lower gains in BMI (-0.39 kg/m<sup>2</sup>, SE: 0.14; P=0.004), WC (-0.90 cm, SE: 0.27; P < 0.001), and weight (-1.14 kg, SE: 0.33; P < 0.001) during the same period, but not with subsequent changes.</a></p> <p><b>CONCLUSIONS: </b>Young adults who increased plant-centered diet quality had a lower diabetes risk and gained less weight by middle adulthood.<b></b></p>


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