Type 2 Diabetes Research Articles

Plasma proteomics of all-cause and cause-specific mortality in individuals with and without type 2 diabetes: Results from two population-based KORA cohorts

Abstract Background Protein biomarkers may contribute to the identification of vulnerable subgroups for premature mortality in middle-aged and older adults. Purpose Given the distinctive impact of type 2 diabetes (T2D) on mortality rates and protein levels, this study aimed to explore the association of proteins with all-cause and cause-specific mortality separately among individuals with and without baseline T2D and to assess their impact on the prediction of all-cause mortality. Methods Using proximity extension assay technology, we measured 233 cardiovascular (CV) disease- and inflammation-related proteins in two population-based KORA (Cooperative Health Research in the Region of Augsburg) cohorts. The discovery KORA S4 study, with 15.6 years of follow-up, included 1545 participants (T2D group: 116 total, 62 CV, 31 cancer-related and 23 other-cause deaths; non-T2D group: 321 total, 114 CV, 120 cancer-related and 87 other-cause deaths). The validation KORA-Age1 study, with 6.9 years of follow-up, included 1031 participants (T2D group: 76 total, 45 CV, 19 cancer-related and 12 other-cause deaths; non-T2D group: 169 total, 74 CV, 39 cancer-related and 56 other-cause deaths). Cox regression was used to examine associations of proteins with all-cause and cause-specific mortality. Furthermore, eXtreme Gradient Boosting was applied for identification of the most relevant proteins for the prediction of all-cause mortality stratifying by baseline T2D status. The predictive performance of the protein-based model and combined model including both proteins and clinical risk factors was compared to a clinical risk factor-based model using the C-index, category-free net reclassification index (cfNRI), and relative integrated discrimination improvement (IDI). Results After validation, we identified 48 proteins associated with all-cause mortality in the T2D group and 64 in the non-T2D group, respectively (37 overlapping proteins). Out of these, 45, eight, and 32 were associated with CV, cancer-related, and other-cause mortality in the T2D group, while 53, 42, and 48 were associated with the respective cause-specific mortality outcomes in the non-T2D group in the pooled analysis of both studies. The combined model improved the prediction of all-cause mortality in both the KORA S4 and KORA-Age1 cohorts among individuals with baseline T2D (KORA-Age1: ΔC-index: 0.065, 95%=0.009-0.129; cfNRI: 0.370, 95%=0.203-0.812; IDI: 0.129, 95%=0.059-0.253) as well as those without T2D (KORA-Age1: ΔC-index: 0.037, 95%=0.015-0.071; cfNRI: 0.370, 95%=0.236-0.632; IDI: 0.053, 95%=0.028-0.104), respectively, compared to the clinical model. Conclusion This study discovered shared and unique proteins in individuals with and without T2D, unveiling the complex dynamics of mortality. Moreover, our findings support the role of proteins in improving prediction of premature mortality beyond clinical risk factors in different T2D subgroups, providing insights for future prevention strategies.

Baseline patient reported outcomes in patients with peripheral artery disease and type 2 diabetes from STRIDE: a phase 3, 52-week, randomised, double-blind, placebo-controlled trial

Abstract Introduction Lower extremity peripheral artery disease (PAD) is caused by atherosclerotic steno-occlusive arterial lesions in the lower extremities and can lead to intermittent claudication, severe functional impairment and reduced health-related quality of life (HRQoL). People living with type 2 diabetes (T2D) are at higher risk of developing PAD than those without T2D. The most common clinical manifestation of PAD, functional impairment, can be stratified based on severity using Fontaine classification (stages I-IV). There are a limited number of therapies approved for the management of PAD related functional impairment and no glucose-lowering medication has been shown to improve functional capacity in people with PAD and T2D. STRIDE is a phase 3 clinical trial investigating once-weekly subcutaneous (s.c.) semaglutide treatment in people with PAD (Fontaine IIa claudication) and T2D. Purpose To report the patient-reported outcomes (PROs) at baseline from STRIDE and elucidate the impact that PAD has on the functional capacity and HRQoL in this early-stage symptomatic PAD population with T2D. Methods STRIDE enrolled 792 participants with PAD (Fontaine IIa claudication) and T2D who were randomised to receive either 1 mg once-weekly s.c. semaglutide or placebo for 52 weeks. The primary outcome of STRIDE is the change in maximum walking distance at week 52 on a constant load treadmill. Baseline PRO assessments included two Patient Global Impression of Severity (PGI-S) questions and three patient-reported questionnaires: the six items version of the Vascular Quality of Life questionnaire (VascuQoL-6), the Walking Impairment Questionnaire (WIQ) and the Medical Outcomes Short Form 36 (SF-36). Results Baseline responses to both PGI-S questions showed that two thirds of patients reported a moderate-to-severe limitation in their ability to walk (64.9%) and reported that the impact of poor blood circulation in their legs on their HRQoL was also moderate-to-severe (62.5%) (Figure 1A and B). The baseline VascuQoL-6 median score was 15 (score range: 6-24, with a low score indicating more severe impact) and details of impact on the six domains are presented in Table 1. Baseline responses to the WIQ indicated that 20.1% of participants found the degree of difficulty to walk 200 meters either ‘much difficulty’ or were ‘unable to do so’ and 21.8% reported the same when climbing 2 flights of stairs. The secondary supportive outcome assessed in the SF-36 questionnaire was the domain physical functioning where a median baseline value of 38.09 was observed (score range: 19.03-57.60, with a low score indicating more impact). Conclusion Participants in STRIDE, characterized as having early-stage symptomatic PAD, have reported moderate-to-high impact on their physical functioning and HRQoL at baseline. These findings highlight the need for better therapies that improve the functional capacity and HRQoL in people with PAD and T2D.

Prevalence of stage B heart failure in healthy adults and people with type 2 diabetes

Abstract Introduction People with Type 2 Diabetes (T2D) are at increased risk of heart failure, and as such are classified as having Stage A Heart Failure (SAHF). Those with additional evidence of raised filling pressures, biochemical or structural cardiac changes, without heart failure symptoms, are deemed to have Stage B heart failure (SBHF). Identifying patients with SBHF may help determine those at highest risk of disease progression. Purpose The aim of this work was to assess the prevalence of SBHF in a cohort of asymptomatic healthy volunteers and people with T2D characterised according to current American Heart Association/American College Cardiology/Heart Failure Society of America. Methods A single-centre, prospectively recruited cohort of middle-aged asymptomatic adults with T2D and healthy volunteers, with no history or signs of cardiovascular disease, underwent comprehensive cardiac phenotyping with transthoracic echocardiography and circulating brain natriuretic peptide. Healthy volunteers with risk factors for heart failure, including hypertension and obesity, were excluded from analysis. Prevalence of SBHF was determined by comparing cardiovascular data to proposed standards, left ventricular ejection fraction and global longitudinal strain parameters were omitted from analysis due to data availability. Results We included 383 T2Ds (diabetes duration 9(5,15) years) and 65 healthy volunteers (Table 1); 91% of those with T2D and 65% of healthy volunteers met ≥1 criteria for SBHF (Table 2). Median number of SBHF criteria met in the T2D cohort was 3 (2,4); in particular, a large proportion of the cohort met defined cut offs for relative wall thickness (70.6%), lateral e’ (62.2%), septal e’ (54.1%) and LV wall thickness (47.4%). Of the 65 healthy volunteers, median number of SBHF criteria met was 1 (0,2.5). In healthy volunteers, SBHF was most commonly defined by lateral e’ (40.0%), septal e’ (38.3%), relative wall thickness (32.2%), left atrial volume indexed (22.4%) and serum brain natriuretic peptide (23.3%). Of note, brain natriuretic peptide levels met current SBHF parameters in 18.8% of healthy volunteers and 9.9% people with T2D, which may be attributable to the exclusion of obesity in the healthy volunteer group. Conclusion Using currently proposed standards, a high proportion of middle-aged asymptomatic people with T2D, and healthy volunteers without any risk factors for heart failure, would be categorised as having SBHF. These data strongly suggest that the majority of the proposed parameters for the definition of SBHF are not specific for a UK population and if applied will incorrectly classify many asymptomatic people at high risk of developing heart failure.

Mediating pathways between attention deficit hyperactivity disorder and type 2 diabetes mellitus: evidence from a two-step and multivariable Mendelian randomization study.

Type 2 diabetes (T2D) is a global health burden, more prevalent among individuals with attention deficit hyperactivity disorder (ADHD) compared to the general population. To extend the knowledge base on how ADHD links to T2D, this study aimed to estimate causal effects of ADHD on T2D and to explore mediating pathways. We applied a two-step, two-sample Mendelian randomization (MR) design, using single nucleotide polymorphisms to genetically predict ADHD and a range of potential mediators. First, a wide range of univariable MR methods was used to investigate associations between genetically predicted ADHD and T2D, and between ADHD and the purported mediators: body mass index (BMI), childhood obesity, childhood BMI, sedentary behaviour (daily hours of TV watching), blood pressure (systolic blood pressure, diastolic blood pressure), C-reactive protein and educational attainment (EA). A mixture-of-experts method was then applied to select the MR method most likely to return a reliable estimate. We used estimates derived from multivariable MR to estimate indirect effects of ADHD on T2D through mediators. Genetically predicted ADHD liability associated with 10% higher odds of T2D (OR: 1.10; 95% CI: 1.02, 1.18). From nine purported mediators studied, three showed significant individual mediation effects: EA (39.44% mediation; 95% CI: 29.00%, 49.73%), BMI (44.23% mediation; 95% CI: 34.34%, 52.03%) and TV watching (44.10% mediation; 95% CI: 30.76%, 57.80%). The combination of BMI and EA explained the largest mediating effect (53.31%, 95% CI: -1.99%, 110.38%) of the ADHD-T2D association. These findings suggest a potentially causal, positive relationship between ADHD liability and T2D, with mediation through higher BMI, more TV watching and lower EA. Intervention on these factors may thus have beneficial effects on T2D risk in individuals with ADHD.

Effect of diabetes mellitus type 2 and sulfonylurea on colorectal cancer development: a case-control study

Background and aimsColorectal cancer (CRC) is a significant global health concern, with studies estimating a rise in new cases to 2.5 million by 2035. Type 2 diabetes (T2D) is also a growing issue, with an estimated 642 million adults affected by 2040. However, the relationship between T2D, its medications, and CRC remains unclear.Materials and methodsThis case-control study includes 810 controls without CRC and 684 cases with CRC admitted to Rasoul-Akram and Firouzgar Hospitals from September 2019 to 2023. Adjusted and unadjusted odds ratios (OR) were calculated to investigate the effect of T2D and sulfonylurea consumption on the chance of CRC development, using univariate and multivariate logistic regression analyses. The relationship between T2D and the clinicopathological features of the tumor was investigated.ResultsThe results show that the effect of T2D on CRC is significant based on unadjusted OR (OR = 1.39, CI = 1.07, 1.81) and insignificant in adjusted OR (OR = 0.67, CI = 0.37, 1.20). The effect of sulfonylurea consumption on CRC was significant in both unadjusted (OR = 2.39, CI = 1.40, 4.09) and adjusted ORs (OR = 2.35, CI = 1.12, 4.91). All analyses related to the relationship between T2D and tumor clinicopathological characteristics were insignificant.ConclusionThis study found an insignificant association between type 2 diabetes and the chance of CRC development in an adjusted state. Sulfonylurea consumption was also associated with a higher chance of CRC development among patients with T2D. These findings have implications for clinical practice and public health strategies in CRC prevention for patients with T2D.

Risk of Incident colorectal carcinoma in patients with type 2 diabetes on SGLT-2 inhibitor users: a population-based cohort study

Abstract Background Patients with type 2 diabetes (T2D) are at substantially higher risk for developing colorectal carcinoma (CC) than the general population. Clinical studies have investigated the effects of sodium-glucose co-transporter-2 inhibitor (SGLT-2i) use on the development of incident CC in patients with T2D, but the findings are inconsistent. Purpose This study aimed to examine the association between SGLT-2i use and incident CC risk in patients with T2D. Methods We conducted a nationwide retrospective cohort study using the National Health Insurance Research Database (2015–2021). The primary outcome was the risk of incident CC by estimating hazard ratios (HRs) and 95% confidence intervals (CIs). Therefore, multiple Cox regression modeling was conducted to analyze the association between SGLT-2i use and incident CC risk in patients with T2D. Results 268,495 propensity score-matched pairs of patients with T2D using SGLT-2i and non-using SGLT-2i, 1557 and 1264 incident CCs were recorded, respectively. There was a decreased risk of incident CC for SGLT-2i users after adjusting for the index year, sex, age, comorbidities, and concurrent medication (adjusted HR 0.79, 95% CI 0.74–0.84) compared with non-SGLT-2i users. The sensitivity test for the propensity score 1:2-matched analyses showed similar result (adjusted HR 0.79, 95% CI 0.74–0.85). Conclusions This population-based cohort study found that SLGT2i user was associated with a lower risk of CC by 21% compared to non-SGLT-2i users in T2D patients. More studies are needed to credibly evaluate the effects of SGLT-2i therapy on CC prevention in patients with T2D.

Hyponatremia and risk of new-onset heart failure in patients with type 2 diabetes - a real-world study of 70,000 patients

Abstract Background Hyponatremia is common in patients with heart failure and in patients with type 2 diabetes (T2D), and is a risk marker for increased morbidity and mortality. However, it is unclear whether hyponatremia in patients with T2D is associated with an increased risk of new-onset heart failure. Purpose To investigate whether hyponatremia is associated with an increased risk of new-onset heart failure in patients with T2D. Methods From Danish nationwide registers, all patients with T2D with no history of heart failure were identified from 2013-2021. Patients with at least two samples of plasma sodium measured (at least one month apart), during the first six months following their T2D diagnosis, were included with follow-up start six months after T2D diagnosis as well. Patients were categorized in two groups according to the mean plasma sodium concentration at baseline: 1) sodium >137 mmol/L; and 2) sodium <137mmol/L. Cumulative incidence curves and Cox proportional hazards models (crude and adjusted for age, sex, comorbidities, and potential hyponatremia-inducing medications including diuretics, anticonvulsants, and antidepressants) were used to investigate the association of sodium concentration with the incidence of heart failure during follow-up. Incidence rates of heart failure per 1000 person-years were calculated across the spectrum of the measured sodium levels. Results We included 69,750 patients where 57% were male and the median age was 63 (interquartile range: 54-71). At index, 57,723 (83%) patients had a mean sodium concentration of >137 mmol/L and 12,027 (17%) patients had a mean sodium concentration <137 mmol/L (hyponatremia). Patients with a sodium level <137 mmol/L were associated with a significantly higher hazard rate of heart failure compared to patients with sodium concentrations >137 mmol: adjusted hazard ratio (HR) 1.27 (95% confidence interval 1.15-1.41, p-value <0.001). In analyses where sodium concentration was considered a continuous variable, increasing concentration of 1 mmol/L was associated with a decreasing hazard rate of heart failure: adjusted HR 0.96 (0.94-0.97, p-value <0.001). Conclusions Hyponatremia was common and associated with a significantly higher risk of new-onset heart failure in patients newly diagnosed with T2D. Whether hyponatremia could be a new treatment target to prevent heart failure in T2D remains to be determined.Cumulative incidence of heart failureIncident heart failure

Sleep characteristics in relation to cardiovascular disease incidence and mortality in individuals with diabetes

Abstract Background/Introduction Evidence regarding the potential health effects of sleep characteristics among individuals with type 2 diabetes (T2D) is limited. Purpose We aimed to examine sleep characteristics in relation to subsequent risk of cardiovascular disease (CVD), including coronary heart disease (CHD), and stroke, and all-cause and cause-specific mortality among individuals with T2D. Methods We prospectively followed 21,902 men and women with T2D at baseline or diagnosed during follow-up (Nurses' Health Study: 1986-2018, Health Professionals Follow-Up Study: 1986-2018). Sleep characteristics, including sleep duration, snoring, sleep apnea, and sleep quality, were repeatedly assessed using self-reported questionnaires at baseline and follow-up. Associations of sleep characteristics with CVD risk and mortality were assessed using Cox proportional hazards models with adjustments for demographic, dietary and lifestyle factors, and medical history. Results During 170,355 and 196,458 person-years of follow-up in participants with T2D, there were 2,486 incident CVD events and 3,922 deaths, respectively. Compared with sleeping for 7-8 h/day, the multivariable-adjusted hazard ratios (HRs) of sleeping for ≤5 h/day were 1.21 (1.02, 1.45) for CVD incidence, 1.24 (1.20, 1.51) for CHD incidence, 1.40 (1.24, 1.58) for total mortality, 1.52 (1.20, 1.92) for CVD mortality, and 1.27 (1.01, 1.61) for other non-CVD and non-cancer mortality, while the HRs of ≥10 h/day were 1.42 (1.21, 1.66) for total mortality, and 1.63 (1.20, 2.10) for other non-CVD and non-cancer mortality. Furthermore, compared with participants without habitual snoring, those with habitual snoring had a 21%, 24%, 18%, and 33% higher risk for CVD incidence, CHD incidence, CVD mortality, and total mortality, respectively. Compared with participants without diagnosed sleep apnea, those with sleep apnea had a 27%-58% higher risk for CVD incidence, CVD mortality, and total mortality. In addition, lower habitual sleep quality, including sleep difficulties and restless sleep, was associated with a substantially higher risk of CVD, CHD, or CVD mortality. No associations were observed between sleep characteristics with risk of stroke and cancer mortality in individuals with T2D. Conclusions Short and long sleep durations as well as habitual snoring, sleep apnea, and lower sleep quality were independently associated with higher risks of CVD incidence and mortality, particularly CVD mortality in individuals with T2D.

Interleukin-6 and suPAR are associated with diastolic function in type 1 diabetes: The Thousand & 1 Study

Abstract Background Heart failure (HF) is a common complication in individuals with type 1 diabetes (T1D). Inflammation is an important contributor to the pathogenesis and progression of both T1D and HF – especially HF with preserved ejection fraction (HFpEF). Diastolic dysfunction is a hallmark of HFpEF. Despite this, the association between diastolic function and inflammatory biomarkers is not well-known in individuals with T1D. Methods The Thousand & 1 study of individuals with T1D without known heart disease was studied. Diastolic parameters, including E/e’, was obtained by echocardiography and associated with Interleukin-6 (IL-6), soluble urokinase-type plasminogen activator receptor (suPAR) and high-sensitivity C-reactive protein (hsCRP). These inflammatory biomarkers were analysed as continuous variables and dichotomized in above/below 3 pg/mL (IL-6), 4 ng/mL (suPAR), and 4 mg/L (hsCRP). In multivariable regression analysis, adjustments were made for age, gender, body mass index, duration of diabetes, HbA1c, systolic blood pressure, left ventricular ejection fraction, glomerular filtration rate, albuminuria status, use of statins, tobacco use and physical activity levels. In an additional analyse, we also adjusted for N-terminal pro–B-type natriuretic peptide (NT-proBNP). Results We included 1,014 individuals (52% male, mean age 50±15). IL-6 was elevated in 207 individuals, suPAR in 182 individuals, and hsCRP in 863 individuals. Mean E/e’ was 7.6 and mean left ventricular ejection fraction was 58±5%. In fully adjusted models, inflammatory biomarkers were significantly associated with diastolic function. Thus, individuals with IL-6 > 3 pg/mL had 0.6 (95% confidence intervals: 0.2 to 1.0), P=0.001) higher E/e’ compared to individuals with IL-6 < 3 pg/mL. For every doubling of suPAR levels, E/e’ increased by 0.5 (0.2 to 0.9, P=0.003). For every doubling of hsCRP levels, E/e’ increased by 0.1 (0.02 to 0.2, P=0.022). Individuals with elevated levels of all three biomarkers had 1.9 (0.5 to 3.2, P=0.006) higher E/e’ compared to low levels of all three biomarkers. Including NTproBNP to the model did essentially not change the estimates. Conclusions Firstly, in T1D, elevated levels of IL-6, suPAR and hsCRP are associated with diastolic function assessed by E/e’, independent of traditional risk factors including NT-proBNP. Secondly, IL-6, suPAR and hsCRP may contain information about diastolic function in T1D which is not detected by NT-proBNP.Figure 1Figure 2

LE8 score in relation to cardiovascular disease and mortality in individuals with diabetes

Abstract Background Evidence regarding the potential health effects of Life’s Essential 8 (LE8) score among individuals with type 2 diabetes (T2D) is limited. Purpose We aimed to examine the associations of LE8 score with risk of cardiovascular disease (CVD) and mortality, among individuals with T2D. Methods We prospectively followed 19,915 Chinese participants with T2D at baseline or diagnosed during follow-up (Kailuan Study: 2006-2020), who were free of CVD at diagnosis of diabetes. Diet, lifestyle, and health conditions were repeatedly assessed every 2 years. The LE8 score (range, 0-100), was calculated based on 8 components: diet quality, physical activity, smoking status, sleep health, BMI, blood lipids, blood glucose, and blood pressure. We used time-varying cox models to model the associations. Results During a median follow-up of 11.5 years in participants with T2D, there were 3,295 incident CVD cases and 3,123 deaths. Higher LE8 score was associated with lower risk of CVD incidence and total mortality among participants with diabetes. The multivariate-adjusted hazard ratios and 95%CIs for the highest quintile of LE8 score compared with the lowest quintile were 0.56 (0.53, 0.59) for CVD incidence, 0.57 (0.53, 0.62) for heart disease incidence, 0.53 (0.49, 0.57) for stroke incidence, and 0.73 (0.69, 0.78) for total mortality (all p trend<0.001). Furthermore, compared with participants with stable or decreased LE8 score after diabetes diagnosis, those with increased LE8 score had 17%-42% lower risk of CVD incidence, heart disease incidence, stroke incidence, and total mortality. These associations persisted in subgroup analysis stratified by age, sex, BMI, smoking status, alcohol intake, family history of diabetes and CVD, and follow-up time. Conclusions Higher LE8 score was associated with a substantially lower risk of CVD incidence and total mortality among adults with T2D. These findings further support the tremendous benefit of adhering to a high CVH, defined as the LE8 in reducing the subsequent burden of cardiovascular complications and improving overall health in individuals with T2D.Main TableMain Figure

Interleukin-6 and suPAR improves prediction of all-cause mortality in type 1 diabetes - the Thousand & 1 Study

Abstract Background Cardiovascular diseases (CVD) are the leading cause of mortality in type 1 diabetes (T1D). Inflammation frequently accompanies T1D and is suggested as an important contributor to the pathogenesis and progression of CVD. However, current risk prediction models for T1D lack biomarkers of inflammation. Methods A prospective study of individuals with T1D without overt heart disease was evaluated. Interleukin-6 (IL-6), soluble urokinase-type plasminogen activator receptor (suPAR) and high-sensitivity C-reactive protein (hsCRP) were analysed. In Cox proportional hazards model, adjustments were made for variables in the Steno T1 Risk Engine: age, sex, duration of diabetes, HbA1c, systolic blood pressure, glomerular filtration rate, albuminuria status, use of statins, tobacco use and physical activity. The model included the biomarkers as continuous variables, and a "combination" category was defined as simultaneously elevated suPAR > 4 ng/mL and IL-6 > 3 pg/mL. The net reclassification improvement (NRI) and C-statistics were calculated. Results For included individuals (n=1,014, 52% male, mean age 50±15), follow-up was 100% after median of 12.2 years (interquartile range: 11.8 to 12.9).In the fully adjusted model, IL-6 and suPAR were both associated with all-cause mortality (IL-6 hazard ratio (HR): 1.6 (95% confidence interval: 1.04 to 2.4), suPAR HR: 1.9 (1.2 to 2.9). HsCRP was not associated with the outcome. The combination category showed even stronger association: HR 2.7 (1.4 to 5.1). When added to the Steno T1 Risk Engine, IL-6, suPAR, and their combination all added discriminatory power in predicting all-cause mortality assessed by NRI; IL-6: 38% (19 to 58), suPAR: 45% (25 to 65), combination 56% (36 to 76). C-statistics showed similar results for only suPAR. Area under the curve for suPAR: from 0.84 to 0.86 (P=0.049), IL-6: 0.84 to 0.85 (P=0.338), combination: 0.84 to 0.86 (P=0.066). Conclusions IL-6 and suPAR are independently associated with all-cause mortality in T1D without known heart disease. Assessment of IL-6 and suPAR in T1D may enhance risk prediction.Figure 1Figure 2

The collaborative cross mouse for studying the effect of host genetic background on memory impairments due to obesity and diabetes.

Over the past few decades, a threefold increase in obesity and type 2 diabetes (T2D) has placed a heavy burden on the health-care system and society. Previous studies have shown correlations between obesity, T2D, and neurodegenerative diseases, including dementia. It is imperative to further understand the relationship between obesity, T2D, and cognitive deficits. This investigation tested and evaluated the cognitive impact of obesity and T2D induced by high-fat diet (HFD) and the effect of the host genetic background on the severity of cognitive decline caused by obesity and T2D in collaborative cross (CC) mice. The CC mice are a genetically diverse panel derived from eight inbred strains. Our findings demonstrated significant variations in the recorded phenotypes across different CC lines compared to the reference mouse line, C57BL/6J. CC037 line exhibited a substantial increase in body weight on HFD, whereas line CC005 exhibited differing responses based on sex. Glucose tolerance tests revealed significant variations, with some lines like CC005 showing a marked increase in area under the curve (AUC) values on HFD. Organ weights, including brain, spleen, liver, and kidney, varied significantly among the lines and sexes in response to HFD. Behavioral tests using the Morris water maze indicated that cognitive performance was differentially affected by diet and genetic background. Our study establishes a foundation for future quantitative trait loci mapping using CC lines and identifying genes underlying the comorbidity of Alzheimer's disease (AD), caused by obesity and T2D. The genetic components may offer new tools for early prediction and prevention.

Focused on the Family: Development of a Family-Based Intervention Promoting the Transition to Adult Health Care for Adolescents with Type 1 Diabetes

Background/Objectives: There is minimal evidence for current interventions promoting the transition to adult healthcare for youth with type 1 diabetes (T1D). Few interventions exclusively target modifiable individual and family-based factors that contribute to transition readiness. The purpose of this paper is to describe the development of Behavioral Family Systems Therapy for Diabetes Transition (BFST-DT), a virtual family-based transition readiness intervention for adolescents with T1D. Methods: The development of BFST-DT occurred in three phases. In phase 1, focus groups with adolescents and young adults with T1D, their caregivers, and pediatric and adult diabetes providers were conducted to assess perspectives on common family challenges surrounding diabetes management and the transition to adult healthcare. In phase 2, focus group data were used to create video vignettes to be used as part of the intervention. In phase 3, BFST-DT was created through the adaptation of a previous evidence-based family intervention for families of adolescents with T1D. Results: BFST-DT is a virtual, 6-month family-based intervention involving four multi-family group meetings and six individual family meetings. It targets the modifiable and reciprocal interactions among individual and family transition readiness factors. Conclusions: BFST-DT is the first family-focused intervention promoting transition readiness in adolescents with T1D and is currently being tested. Intervention development benefits from prioritization of engagement with patients, caregivers, and providers, as their perspectives are invaluable for creating interventions that are relevant and acceptable to communities.

Advancing care in type 2 diabetes and atherosclerosis: assessing pharmacist-led strategies in England's primary care - a retrospective observational study

Abstract Background Type 2 diabetes (T2D) mellitus is a complex multi-system disorder with a tendency to develop complications. ‘Persistence to therapy’ plans affect almost 50% of all people with T2D, leading to suboptimal glycaemic and cardiovascular (CVD) risk factor control. The interplay between T2D and established atherosclerotic cardiovascular disease (ASCVD) underscores the need for a comprehensive, multidisciplinary approach to care that addresses both glycaemic control and CVD risk factors. Purpose This study retrospectively analysed pharmacist-led interventions in patients living with T2D and established ASCVD in general practices in a large UK city. Methods A retrospective pre-post observational study was conducted using electronic health record data from men and women diagnosed with T2D and ASCVD. Participants attended an independent prescribing pharmacist-led clinic within 21 general practices. The practices operated linked and comprehensive electronic health records systems, facilitating access to high-quality longitudinal data that align with study objectives. Results A total of 380 patients received pharmacist-led interventions. Comparisons of pre-intervention and post-intervention data revealed a significant decrease in HbA1c levels (73.7 ± 10.7 mmol/mol vs 67.2 ± 8.5 mmol/mol, p < 0.01), systolic blood pressure (132 ± 10.2 mmHg vs 125.9 ± 9.9 mmHg, p < 0.01), and diastolic blood pressure (76.8 ± 5.9 mmHg vs 72.4 ± 5.0 mmHg, p < 0.001). Additionally, total cholesterol levels significantly reduced from 4.4 ± 0.7 mmol/L to 3.9 ± 0.7 mmol/L (p < 0.001). The proportion of patients achieving the triple target of HbA1c (≤58 mmol/mol), BP (≤140/80 mmHg), and total cholesterol (≤5 mmol/L) increased significantly from 2.4% before the intervention to 23.4% afterward (p < 0.001). The initiation of the sodium-glucose co-transporter 2 inhibitors (SGLT2i) therapies was the most common prescribing intervention (67%). Conclusions Pharmacist-led interventions in a general practice setting significantly improved several critical diabetes and CVD risk related outcomes. These findings underscore the potential benefits of integrating pharmacist-led care models into the management of T2D, particularly for patients with concurrent ASCVD and adopting an individualised, evidence-based approach to prescribing interventions.

Identification and optimisation of a risk stratified cohort of patients with type 2 diabetes through the delivery of a enhanced pharmacist-led service

Abstract Introduction Cardio-renal metabolic (CRM) diseases are each associated with significant morbidity and mortality, and due to their shared pathology, the benefit of managing these diseases holistically is becoming increasingly evident. The East Belfast Federation practices have sought to review patients living with type 2 diabetes (T2D), prioritising those not meeting their 3 Treatment Targets (3TT, HbA1c, blood pressure [BP] and cholesterol) to optimise treatment through a pharmacist-led model of care. Aims and Objectives 1. Improve adherence to latest update of NICE T2D [NG28, 2022], with a focus on patients with Cardiovascular Disease (CVD) & Chronic Kidney Disease (CKD). 2. Upskill diabetes teams, to create a legacy effect and ensure improved holistic management will continue beyond the project period. 3. Use a clinical audit tool to identify, stratify and optimise T2D patients not meeting their 3TTs. 4. Improve identification, coding and recall of patients with non-diabetic hyperglycaemia (NDH) as per QOF Indicator NDH001NI [QOF 2022/23]. 5. Enhanced focus on review of sulphonylureas (SU) in relation to frailty and risk of hypoglycaemia [Strain, 2021]. Method Patients not meeting their 3TTs (HbA1c>58 mmol/mol, BP>140/80mmHg, total cholesterol>5mmol/L) were identified from October 2022 to July 2023. Primary care based clinics created which we tailored to the specific needs of the practices with a focus on optimising patients with CVD & CKD co-morbidities. Dedicated specialist education and clinical support was provided to existing diabetes teams in CRM patient management. Additional searches were created and patients identified to review patients experiencing NDH and on a SU. Results At 9 months from baseline, there was a statistically significant improvement of 8.9% in patients achieving all 3TTs (n=373, P=0.013). This was accompanied by an increase in the number of patients optimised for CV risk reduction, with a 39% and 42% increase in patient receiving sodium glucose co-transporter-2 (SGLT2) inhibitors (n=542) and Glucagon-like peptide-1 receptor agonists (GLP1RA) (n=190), respectively. A 5.5% (n=28) reduction in the number of patients on a SU was observed, as well as a 44% (n=76) increase in the number of referrals into the Diabetes Prevention Programme (DPP). 151 statins and 51 BP medications were started/optimised. Discussion and Conclusion The project further exemplifies the feasibility of a pharmacist-led T2D service in a primary care setting. In addition to improvement in established T2D markers, the role promoted collaboration and facilitated best-practice sharing across multiple diabetes teams. This approach allows for more co-ordinated care for patients who may otherwise be referred to multiple specialists, which often results in fragmented care. Future work should focus on promoting CRM protection as early as possible to reduce disease progression and improve outcomes.Number of patients on antidiabetic meds% attainment of 3TT

Exposure to food additive mixtures and type 2 diabetes risk in the NutriNet-Santé cohort

Abstract Background So far, the safety evaluation of food additives has been performed substance by substance, while in real life, millions of individuals are exposed to mixtures of food additives daily. According to preliminary experimental data, some of these chemicals, alone and/or in synergy are suspected to impact metabolic health. The objective of this study was to investigate for the first time the associations between exposure to mixtures of food additives and type 2 diabetes (T2D) risk in a large prospective cohort of French adults. Methods Participants (n = 108,783, 79.2% women, mean age=42.4 years, SD = 14.6) from the NutriNet-Santé cohort (2009-2024) completed repeated 24h-dietary records, detailing industrial product brands. Additive exposure was assessed using composition databases and laboratory assays. Five mixtures of additives were identified through non-negative matrix factorisation (NMF). Associations between these mixtures and the risk of T2D were characterised using multivariable proportional hazards Cox models adjusted for known risk factors. Findings 1115 participants were identified with T2D during follow-up. Two additive mixtures were associated with increased T2D risk. The first mixture included higher exposure to modified starches E14xx, pectins E440, guar gum E412, carrageenan E407, and polyphosphates E452 (HRper 1SD increment=1.11 [1.05-1.18]), p < 0.0001). The second mixture comprised citric acid E330, sodium citrates E331, phosphoric acid E338, sulphite ammonia caramel E150d, acesulfame-K E950, aspartame E951, sucralose E955 and arabic gum E414 (HR1SD=1.13 [1.08-1.18]), p < 0.0001). Interpretation This large prospective cohort study revealed direct associations between T2D risk and exposure to two food additive mixtures. Molecular epidemiology and experimental studies will be necessary to depict underlying mechanisms and potential cocktail effects. Key messages • Consumed together, widely used food additives may contribute to T2D aetiology, shedding light on the detrimental impact of highly processed foods on metabolic health. • This study highlights positives associations between T2D risk and exposure to two food additive mixtures.

Food additive preservatives and antioxidants and risk of type 2 diabetes - NutriNet-Santé cohort

Abstract Background Experimental studies suggested potential detrimental effects of some food additive preservatives and antioxidants (PA) on metabolic health, but epidemiological data is lacking. This study aimed to investigate for the first time the associations between exposures to a wide range of PA and type 2 diabetes (T2D) risk in a large population-based cohort. Methods Participants (n = 108,723, 79.2% women, mean age=42.5y, SD = 14.6) from the French NutriNet-Santé prospective cohort (2009-2023) completed repeated 24h-dietary records including specific brands of industrial products. PA exposure was assessed using composition databases and laboratory assays. We characterised associations between time-dependent exposures to PA and risk of T2D using multivariable Cox models adjusted for known confounders. Results 1131 T2D cases were identified during follow-up. Exposures to the following PA were associated with a higher risk of T2D: potassium sorbate E202 (HR per a 25 mg/d increment=1.12, 1.08-1.17, p < 0.001), sodium nitrite E250 (HR 0.25 mg/d = 1.06, 1.00-1.12, p = 0.04), calcium propionate E282 (HR 25 mg/d =1.07, 1.02-1.12, p = 0.008), lecithins E322 (HR 100 mg/d =1.02, 1.01-1.04, p = 0.008), citric acid E330 (HR 500 mg/d=1.08, 1.04-1.12, p < 0.001), and phosphoric acid E338 (HR 50 mg/d=1.11, 1.05-1.18, p < 0.001). Conclusions This large prospective cohort revealed positive associations between T2D risk and exposures to several PA widely used in industrial foods. Key messages • This large prospective cohort revealed positive associations between T2D risk and exposures to several PA widely used in industrial foods. • If these results are confirmed, regulations governing PA’s use by the food industry could be re-evaluated for better short- and long-term consumer protection.

Trend of body mass index and its impact on glycemic control in Finnish patients with type 2 diabetes

Abstract Background Obesity prevalence has increased in Finland and is prevalent in patients with type 2 diabetes (T2D). Understanding the trend in body mass index (BMI) and its impact on glycemic control helps in the assessment of treatment strategies for T2D. We aimed to investigate the current trend in BMI among Finnish patients with T2D and the glycated hemoglobin (HbA1c) control across different BMI categories. Methods Regional data on electronic health records (EHRs) covering all public health care in North Karelia, Finland, were used. Patients with T2D (ICD-10 code E11) in 2012-2022 were identified from EHRs. In each study year, patients with ≥1 measurement of BMI and HbA1c were included in data analysis. Generalized estimating equations regression analyses were performed to evaluate the trends. Results The annual number of patients in the analyses ranged from 5149 to 10216 in 2012-2022. The unadjusted mean BMI remained stable. However, an increasing trend in BMI was observed in the age-adjusted model and remained unchanged with further adjustment for sex, duration of diabetes, and antidiabetic medication use, reflecting the aging of the patient population and lower BMI in aged patients. Patients with higher BMI had higher HbA1c levels in 2012-2022. The increasing trends in HbA1c over time were observed across different BMI categories (except for the obsess class III) accounting for age, sex, and duration of diabetes. However, a decreasing trend in HbA1c was found in the obese class III category with further adjustment for antidiabetic medication use, along with the highest usage rates of the new antidiabetic medications during the follow-up. Conclusions Our findings suggest that weight management requires increased attention in Finnish patients with T2D and is also important for better glycemic control. Multimodal treatment, including effective lifestyle counseling, self-care support, and medication management, is needed. Key messages • More attention and resources are needed to achieve optimal weight control. • Weight management could aid in better glycemic control.

Association of visceral adipose tissue with echocardiographic abnormalities in type 2 diabetes patients

Abstract Introduction Ectopic deposition of adipose tissue, particularly visceral adipose tissue (VAT) has been identified as a significant contributor to cardiometabolic complications among individuals with type 2 diabetes (T2D). An increase in VAT has been suggested to cause cardiac dysfunction, which may lead to echocardiographic abnormalities such as alterations in speckle-tracking and left ventricular ejection fraction (LVEF). However, this relationship has not been fully elucidated. Purpose This study aims to determine the association between VAT and echocardiographic abnormalities in patients with T2D. Methods A cross-sectional study in a tertiary hospital which included 195 individuals with T2D, the diagnosis of autoimmune diabetes was excluded. VAT was measured using electrical bioimpedance (BIA), and cardiac function was determined using echocardiography. A Spearman rank correlation analysis was conducted to evaluate the association between VAT and echocardiographic parameters, with significance set at p < 0.05. Results Within our cohort, the median age was 57 years, with 37% men. Based on the third quartile (P75) cutoff (5 liters for men, 3.75 liters for women), the population was categorized into P1-75 and P75-100 (Table). There were significant differences in LVEF (61% in P1-75 vs. 58% in P75-100, p = 0.041), left ventricular global longitudinal strain (LV GLS) (P1-75: -20.3%, P75-100: -19.2%, p = 0.012), and conduit phase of left atrial strain (LAScd) (P1-75: 25%, P75-100: 20%, p = 0.046). Positive correlations (Figure) were observed between VAT and indexed LV mass (r = 0.171, p = 0.020), basal diameter of the right ventricle (r = 0.308, p = 0.001), and LV GLS (r = 0.197, p = 0.006). Additionally, negative correlations were observed between VAT and LVEF (r = -0.342, p = <0.001) and right ventricular fractional area change (r = - 0.227, p= 0.001). Conclusion Increased VAT was associated with cardiac dysfunction, as indicated by altered LV GLS and LAScd. This study underscores the relevance of VAT in influencing both functional and structural changes in the left and right ventricles. It also highlights the significance of monitoring VAT for comprehensive cardiovascular risk assessment in T2D patients.Clinical demographics tableScatter plots with correlation graphs

A real-world data analysis investigating the cardioprotective effects of glucagon-like peptide-1 receptor agonists among people with type 2 diabetes in England

Abstract Background Cardiovascular disease (CVD) is a common and major complication of type 2 diabetes (T2D). Anti-diabetic therapy aims to lower blood glucose, with primary clinical trial endpoints for new antidiabetic entrants focused on HbA1c. Research suggests some glucose-lowering drugs, including glucagon-like peptide-1 receptor agonists (GLP-1 RAs), can have a cardioprotective effect in people with T2D.1,2 Purpose To compare the real-world risk of major adverse cardiovascular event (MACE) in people with T2D treated with GLP-1 RAs compared to dipeptidyl peptidase-4 (DPP-4) inhibitors or basal insulin. Methods We conducted a retrospective cohort study using linked primary care data from the Clinical Practice Research Datalink Aurum, secondary care Hospital Episode Statistics and Office for National Statistics death registrations. We included patients aged ≥18 years with T2D at high-risk or very-high-risk of CVD (as defined by the European Society of Cardiology) who had ≥2 prescriptions of either GLP-1 RA (dulaglutide, liraglutide, and semaglutide), DPP-4 inhibitor (as part of line 4 therapy) or basal insulin from 01/01/2014-31/12/2018. We excluded those pregnant at therapy initiation or with type 1 diabetes. Follow-up started at second prescription of relevant therapy and ended at the earliest of two years later, pregnancy, death, end of primary care record, or 31/12/2019. We used data from patients’ medical histories to define baseline characteristics. We calculated the incidence of MACE per 100,000 person-years (PY), defined as non-fatal myocardial infarction, non-fatal stroke, and cardiovascular death. We used Cox proportional hazards regression, using LASSO to select confounding clinical variables including BMI, prior MACE and intercurrent antidiabetic treatments, to estimate risk difference of MACE among those treated with 1) GLP1-RA and DPP-4 inhibitor and 2) GLP1-RA and basal insulin. Results We included 63,237 patients, among whom the patients treated with GLP1-RA were younger and a higher proportion were obese or severely obese than those treated with DPP-4 inhibitor or basal insulin (Table 1). The incidence of MACE was highest in those treated with DPP-4 inhibitor (high-risk 1,503.0/100,000 PY; very-high-risk 6,000.7/100,000 PY) followed by basal insulin (high-risk 1,396.9/100,000 PY; very-high-risk 5,707.1/100,000 PY), and lowest in those treated with GLP1-RA (high-risk 377.1/100,000 PY; very-high-risk 1,946.1/100,000 PY). After adjustment, the risk of MACE among patients treated with GLP1-RA was still significantly lower than those treated with either DPP-4 inhibitor (high-risk aHR: 0.42, 95% CI 0.21-0.86 and very-high-risk aHR: 0.65, 95% CI 0.58-0.73) or those treated with basal insulin (high-risk aHR: 0.36, 95% CI 0.18-0.72 and very-high-risk aHR: 0.72, 95% CI 0.64-0.81). Conclusion(s) Our study supports clinical trial and other observational research studies which find a cardioprotective effect of GLP-1 RA use in people with T2D.