Trends in HbA1c and Body Mass Index Among Individuals with Type 2 Diabetes: Evidence from a US Database 2012-2019

Glycemic Control and Obesity Among People With Type 2 Diabetes in Europe and Australia: A Retrospective Cohort Analysis

INTRODUCTION

In people with type 2 diabetes (PwT2D) who also have obesity, efforts targeting weight loss, including lifestyle, medication and surgical interventions, are recommended. The objective of this study was to explore the relationship between glycemic control and obesity among PwT2D in Europe and Australia using recent real-world data and applying consistent methodology across countries.

METHODS

Retrospective study utilizing IQVIA electronic medical records (EMR) databases grouped into panels based on specialty of contributing physicians. General practitioner (GP) and endocrinologist/diabetologist (E/D) panels were used in Germany and France, while GP panels were used in Italy, UK and Australia. The Spanish database included all physician specialties. The sample included PwT2D with glycated hemoglobin A1c (HbA1c) and body mass index (BMI) values measured within 90 days of each other between January 2015 and December 2018 (second record termed the 'index date'). PwT2D had a 1-year baseline period and a recorded HbA1c at the end of the 1-year post-index period.

RESULTS

The final sample comprised 194,729 PwT2D. At baseline, across countries/panels, 36.8-58.0% were above HbA1c target (HbA1c ≥ 7%) and 39.4-56.7% had obesity (BMI ≥ 30.0 kg/m2). Mean HbA1c ranged from 6.9 to 7.6% and mean BMI ranged from 29.3-31.6 kg/m2. At baseline, a higher proportion of PwT2D with obesity (40.8-64.2%) were above HbA1c target compared to their counterparts without obesity (32.2-52.4%). A higher proportion of patients with obesity at baseline (38.1-60.6%) had post-index HbA1c above target compared to their counterparts without obesity (30.9-56.0%). In logistic regression, patients with obesity had substantially lower odds of post-index HbA1c below target compared to those without obesity in all countries/panels except for France (E/D), Spain and Australia.

CONCLUSIONS

This study presents data on HbA1c and BMI among type 2 diabetes (T2D) populations in Europe and Australia. A notable proportion of PwT2D had obesity and were above HBA1c target. Higher BMI was associated with poorer glycemic control.

Trends of HbA1c and BMI in People with Type 2 Diabetes: A Japanese Claims-Based Study

INTRODUCTION

Obesity prevalence has increased in Japan in recent years. Given the strong association of obesity with poor glycemic control, and increased risk of type 2 diabetes (T2D) with central obesity, this study describes the current trends and relationships between glycated hemoglobin (HbA1c), body mass index (BMI), and waist circumference in the Japanese people with T2D.

METHODS

This was a retrospective, cross-sectional study of people with T2D who had at least one recorded HbA1c and BMI (or waist circumference) value in the Japan Medical Data Center Claims database. Five annual cohorts of the study population were formed between January 2017 and December 2021. Annual trends of HbA1c across BMI categories (obesity class I [≥ 25 ~  < 30 kg/m2]-IV [≥ 40 kg/m2]) and in people with central obesity (waist circumference: ≥ 85 cm in men; ≥ 90 cm in women) were described by sex and age groups.

RESULTS

Overall, 106,089 people with T2D (HbA1c and BMI data: 106,079; HbA1c and waist circumference data: 105,424) were included, with the majority of people belonging to obesity class I (range: 39.7-40.6%) and obesity class II (range: 16.2-17.7%) categories across all annual cohorts. People in higher BMI categories had higher mean HbA1c, with > 50% of people with T2D in obesity class I-IV (54.8-56.5%) having HbA1c ≥ 7%. Between 2017 and 2021, BMI and waist circumference increased in the age group 18-44 years. More than 50% of people with T2D and central obesity in both sexes and people of age group 18-44 years across obesity class I-IV or with central obesity had HbA1c ≥ 7%.

CONCLUSION

More than half of the people with T2D belonging to obesity class I-IV or central obesity had poor glycemic control (HbA1c ≥ 7%), especially in the 18-44 age group. This highlights the need for body weight management for better glycemic control in relatively young Japanese people with T2D and obesity.

Trajectories of Body Mass Index and Risk for Diabetes Complications and All-Cause Mortality in Finnish Type 2 Diabetes Patients

Objective

We aimed to assess how longitudinal body mass index (BMI) trajectories are associated with diabetes complications and all-cause mortality in Finnish patients with type 2 diabetes (T2D).

Methods

In this cohort study, electronic health records from public primary and specialized healthcare services in all 13 municipalities of North Karelia, Finland, were utilized. This study included a total of 889 adults with newly diagnosed T2D in 2011 or 2012 (mean age at baseline 62.0 years). Individual BMI trajectories from the T2D diagnosis until 2014 were estimated and grouped by growth mixture modeling (GMM). Hazard ratios (HRs) with 95% confidence intervals (CIs) for microvascular complications, macrovascular complications, any diabetes complications, and all-cause mortality from 2015 to 2022 across BMI trajectory groups were estimated using Cox regression models.

Results

Three distinct BMI trajectory groups were identified using GMM and labeled as follows: "stable" (n = 774, 87.1%), "decreasing" (n = 87, 9.8%), and "increasing" (n = 28, 3.1%). During a median follow-up of 8 years, there were 119 (13.3%) patients with microvascular complications, 187 (21.0%) with macrovascular complications, 258 (29.0%) with any diabetes complications, and 180 (20.2%) deaths. Compared with the "stable" BMI, the "increasing" BMI was associated with an increased risk of microvascular complications (HR = 2.88, 95% CI: 1.32 to 6.28), macrovascular complications (HR = 2.52, 95% CI: 1.17 to 5.43), and any diabetes complications (HR = 2.21, 95% CI: 1.16 to 4.20). The "decreasing" BMI was associated with an increased risk of all-cause mortality (HR = 1.90, 95% CI: 1.14 to 3.15), compared to the "stable" BMI.

Conclusion

Our findings underscore the significance of continuous BMI monitoring and weight management in patients with T2D. Tailored treatments are crucial for efficiently preventing weight gain and reducing the risk of diabetes complications.

Novel Insight Into the Relationship of Vitamin D Hydroxylase and Vitamin D With Obesity in Patients With Type 2 Diabetes Mellitus

BACKGROUND

In patients with type 2 diabetes mellitus (T2DM) and obesity, there is often a vitamin D deficiency, which is crucial for many physiological processes. The enzyme 25-D hydroxylase activates vitamin D, and its status has been linked to glucose and lipid metabolism in these patients. This study investigates the correlation between the levels of 25-D hydroxylase and 25-hydroxyvitamin D, and their impact on glucose and lipid metabolism in Saudi patients with T2DM and obesity.

METHODS

This study involved 150 Saudi participants (ages 35-70) of both genders from King Faisal Medical Complex in Taif. The participants were divided into control, type 2 diabetic, and obese diabetic patient groups, with 50 subjects in each group. Serum levels of 25(OH) vitamin D and 25-D hydroxylase were measured using ELISA. In contrast, an automatic analyzer for chemistry tests was used to measure fasting blood glucose (FBG), aspartate transaminase (AST), alanine transaminase (ALT), and lipid profile levels. Hemoglobin A1c (HbA1c)% was analyzed using the automatic glycosylated hemoglobin analyzer. In addition, the body mass index (BMI) value was calculated using the equation (BMI = weight in kilograms/height in meters squared).

RESULTS

In obese with T2DM and T2DM patient groups, there were significant increases (p < 0.0001) in BMI, FBG, HbA1c%, total cholesterol (TC), triglycerides (TG), low-density lipoprotein cholesterol (LDL-C), AST, and ALT levels and significant decreases (p < 0.0001) in 25(OH) vitamin D, 25-D hydroxylase, and high-density lipoprotein cholesterol (HDL-C) levels compared to the control group. There were significant positive correlations between vitamin D with 25-D hydroxylase and HDL-C and negative correlations with HbA1c%, FBG, TC, TG, LDL-C, ALT, AST, and BMI in the studied patient groups.

CONCLUSIONS

This study shows that lower levels of the enzyme 25-D hydroxylase are linked to reduced vitamin D levels in people with T2DM and obese diabetic patients. Additionally, there was a notable correlation between vitamin D levels and BMI, lipid profile, FBG, HbA1c%, AST, and ALT levels.

Characteristics, glycemic control and outcomes of adults with type-2 diabetes mellitus attending specialized clinics in primary healthcare centers in Bahrain-A cross-sectional study

Introduction

Diabetes mellitus is a global health challenge that requires continuous and multidisciplinary management. Suboptimal diabetes management results in serious complications that impose a huge burden on patients and the healthcare system. This study aimed to assess the characteristics, glycemic control and outcomes of patients with type-2 diabetes attending primary healthcare centers in Bahrain according to the new American Diabetes Association (ADA) guidelines.

Materials and Methods

A cross-sectional study was conducted among adult patients with type-2 diabetes mellitus attending diabetic clinics in Bahrain. A multi-stage sampling technique was adopted. The data collection tool consisted of three parts: baseline and sociodemographic data, the physical measures of the patients and the most recent laboratory results. An A1C of less than 7% was indicative of good glycemic control.

Results

A total of 721 patients with type-2 diabetes mellitus were included with an average age of 58.4 years. Most patients were hypertensive (n = 457, 63.4%), and half of them were hyperlipidemic (n = 373, 51.7%). Around 57% (n = 402) of the patients adopted lifestyle modifications, 14.8% adopted diet control measures and around half performed weekly regular exercises. More than 92% of the cohort were on metformin, 52.0% (n = 375) were on Sulphonylurea medications and 41% (n = 298) were on insulin formulations. While only 40% of the patients had controlled diabetes (n = 283, 39.3%) and hypertension (n = 298, 41.3%), most patients achieved adequate cholesterol and low-density lipoprotein levels (83.2% and 76.6%, respectively). Non-Bahraini (P ≤ 0.001), young (P = 0.027) and obese patients (P = 0.003) had lower glycemic control measures. Adequate cholesterol levels were seen more in patients with a controlled glycemic index (P = 0.015).

Conclusion

Considering the new glycemic targets, glycemic and hypertension control was poor among diabetic patients, especially non-Bahraini, obese and young patients. Urgent interventions by policymakers, physicians and caregivers are needed to improve the outcomes of diabetes.

Association Between Visceral Fat Area and Glycated Hemoglobin in Type 2 Diabetics: A Retrospective Study

Introduction

Obesity is a risk factor for the development of type 2 diabetes (T2DM) as well as its associated metabolic complications. Central obesity, characterized by an increased visceral fat area (VFA), is contributed to the development of T2DM. However, the relationship between VFA and HbA1c is not particularly clear.

Methods

A total of 3173 patients with T2DM participated in the study at the Metabolic Management Center (MMC), with anthropometric and biochemical measurements recorded. To examine the association between HbA1c and VFA, fitting curves were plotted, facilitating a comprehensive observation of their relationship.

Results

HbA1c was inversely associated with VFA (β -1.79, 95% CI -2.34~-1.24, P < 0.001). The fitted curve shows that VFA increased with the increase of HbA1c when it was less than 8.62%. When it was greater than 8.62%, VFA decreased as HbA1c increased. Using linear inflection point analysis, we found that its inflection point interval falls within 8.36%~8.88%.

Conclusion

VFA was positively associated with HbA1c in individuals with T2DM. Furthermore, the relationship between the two variables was an inverted U-shaped association.

Trends in the Prevalence and Treatment of Diabetic Macular Edema and Vision-Threatening Diabetic Retinopathy Among Commercially Insured Adults Aged <65 Years

OBJECTIVE

Examine the 10-year trend in the prevalence and treatment of diabetic macular edema (DME) and vision-threatening diabetic retinopathy (VTDR) among commercially insured adults with diabetes.

RESEARCH DESIGN AND METHODS

We analyzed the 10-year trend (2009-2018) in health care claims for adults aged 18-64 years using the IBM MarketScan Database, a national convenience sample of employer-sponsored health insurance. We included patients continuously enrolled in commercial fee-for-service health insurance for 24 months who had a diabetes ICD-9/10-CM code on one or more inpatient or two or more different-day outpatient claims in the index year or previous calendar year. We used diagnosis and procedure codes to calculate the annual prevalence of patients with one or more claims for 1) any DME, 2) either DME or VTDR, and 3) antivascular endothelial growth factor (anti-VEGF) injections and laser photocoagulation treatment, stratified by any DME, VTDR with DME, and VTDR without DME. We calculated the average annual percent change (AAPC).

RESULTS

From 2009 to 2018, there was an increase in the annual prevalence of patients with DME or VTDR (2.1% to 3.4%; AAPC 7.5%; P < 0.001) and any DME (0.7% to 2.6%; AAPC 19.8%; P < 0.001). There were sex differences in the annual prevalence of DME or VTDR and any DME, with men having a higher prevalence than women. Annual claims for anti-VEGF injections increased among patients with any DME (327%) and VTDR with DME (206%); laser photocoagulation decreased among patients with any DME (-68%), VTDR with DME (-54%), and VTDR without DME (-62%).

CONCLUSIONS

Annual claims for DME or VTDR and anti-VEGF injections increased whereas those for laser photocoagulation decreased among commercially insured adults with diabetes.

Effect of Overweight and Obesity on Periodontal Treatment Intensity

INTRODUCTION

Obesity is associated with greater utilization of medical resources, but it is unclear if a similar relationship exists for dental care.

OBJECTIVES

This retrospective cohort study compared periodontal disease treatment among obese, overweight, and normal-weight patients attending an urban US dental school clinic.

METHODS

Periodontal, demographic, and medical history data for 3,443 adult patients examined between July 1, 2010, and July 31, 2019, were extracted from electronic health records. Body mass index (BMI) was computed from self-reported height and weight and categorized as obese (≥30 kg/m²), overweight (25-29.9 kg/m²), or normal (18-24.9 kg/m²). Periodontal disease was categorized using clinical probing measures. Procedure codes defined treatment type (surgical, nonsurgical, local chemotherapeutics, or none). Logistic regression models controlling for initial periodontal disease severity, age, gender, tobacco use, history of diabetes, dental insurance type, and follow-up (log of days) estimated odds ratios (ORs) and 95% confidence intervals (CIs) of any treatment among obese and overweight relative to normal-weight patients. The association between BMI and a periodontal treatment intensity score, based on treatment type, number of teeth treated, and number of visits, was evaluated with multivariable negative binomial regression.

RESULTS

Mean age at baseline was 44 ± 15 y, and severe periodontal disease was present in 32% of obese, 31% of overweight, and 21% of normal-weight patients. Average follow-up was 3.9 ± 1.6 y. Obese and overweight patients were more likely to have nonsurgical scaling and root planing or surgical procedures than normal-weight patients. Adjusted odds of any treatment were higher among obese (OR = 1.34; 95% CI, 1.14-1.72) and overweight (OR = 1.18; 95% CI, 0.97-1.42) relative to normal weight. Obese and overweight patients had 40% and 24% higher treatment intensity scores, respectively, than normal-weight patients.

CONCLUSION

These results indicate obese and overweight individuals require more intensive periodontal treatment compared to normal-weight individuals, independent of initial disease severity.

KNOWLEDGE OF TRANSFER STATEMENT

The results of this study can be used by dental providers and policymakers to better understand patient characteristics that influence the variability in frequency and length of periodontal treatment. Knowledge of a patient's body mass index may be useful in identifying patients who possibly will have a poorer periodontal prognosis.

The Association Between Obesity and the 5-Year Prevalence of Morbidity and Mortality Among Adults with Type 2 Diabetes

INTRODUCTION

This retrospective claims database study examined the prevalence of mortality and morbidity among adults with type 2 diabetes (T2D) and obesity.

METHODS

The study used deidentified data from 2007 to 2021 from the Optum® Market Clarity Dataset. A cohort of adults with T2D and obesity were identified, and age- and sex-adjusted prevalence rates were calculated for mortality, a composite cardiovascular outcome (CCO), a composite microvascular outcome (CMO), and other complications. Results were examined overall and by obesity class (class 1, class 2, and class 3).

RESULTS

For the 15,970 adults included in the study, the prevalence of CCO and CMO after 5 years was 15.3% and 60.7%, respectively. The 5-year prevalence of mortality was 10.9%. There were statistically significant differences in prevalence rates by obesity class, with obesity class 3 associated with higher rates of morbidity and mortality compared to obesity classes 1 or 2. Specifically, after 5 years, the prevalence of mortality was 9.4%, 10.3% and 13.6% for obese classes 1, 2 and 3, respectively (P < 0.05 between class 3 and class 2 or 1). Similarly, For obesity classes 1, 2 and 3, the 5-year prevalence of CCO was 13.0%, 14.5% and 18.4% and the rates for CMO were 58.0%, 57.9% and 64.8%, respectively (both P < 0.05 between class 3 and class 2 or 1). Regarding other complications, differences in the prevalence of atherosclerotic cardiovascular disease (ASCVD) and obstructive sleep apnea (OSA) were statistically significantly higher with increasing obesity class.

CONCLUSIONS

The results indicate that for a cohort of adults with T2D and obesity, obesity class 3 is associated with significantly higher mortality and morbidity, including CCO, CMO, ASCVD and OSA. These findings suggest that treatment which reduces obesity among individuals with T2D may have significant health benefits, although additional studies are needed to confirm the results.

Prevalence and characteristics of obesity in patients with type-2 diabetes mellitus in primary care centers in Bahrain: A cross-sectional study

BACKGROUND

Obesity is a complex health problem characterized by abnormal and excessive body weight. Globally, the epidemic of obesity is escalating, and today, around one-third of the world's adult population is overweight or obese. Obesity is a risk factor and a predictor of poor outcomes of diabetes. This study aimed to determine the prevalence and characteristics of obesity in adults with type-2 diabetes mellitus.

MATERIALS AND METHODS

This study was conducted at five primary care centers in Bahrain. Obesity was assessed using body mass index, while glycemic control status was assessed using glycated hemoglobin (HbA1c). Informed consent was obtained from all participants. Means and standard deviation were computed for continuous variables, while categorical variables were presented as frequencies and percentages. Student's t-test and Mann-WhitneyU test, as appropriate, were performed to determine statistical significance between two continuous variables. Chi-square or Fisher's Exact test were used to test for statistical significance for categorical variables.

RESULTS

A total of 732 participants were included; the mean age was 58.4 ± 11.3 years. Hypertension was the most prevalent comorbidity (63.5%), followed by hyperlipidemia (51.9%). Most participants (59.8%) had HbA1c levels of more than 7%, 20.9% had HbA1c levels between 7% and 8%, and 38.9% had HbA1c levels of more than 8%. Of the cohort, 47.5% were obese and 35.0% were overweight. Obesity was significantly higher in Bahraini patients and females (P < 0.001). Lower obesity rates were observed among patients who exercised regularly (P < 0.001) and patients who followed diet control measures (P = 0.039). In addition, we found higher obesity rates were found in patients with uncontrolled diabetes (P = 0.004), hypertension (P = 0.032), and hyperlipidemia (P = 0.048).

CONCLUSION

Obesity is prevalent among type-2 diabetic patients and is associated with poor glycemic outcomes. Thus, more efforts should be taken by physicians to address obesity in diabetic patients as it negatively impacts their glycemic control.

On the importance of interpretable machine learning predictions to inform clinical decision making in oncology

Machine learning-based tools are capable of guiding individualized clinical management and decision-making by providing predictions of a patient's future health state. Through their ability to model complex nonlinear relationships, ML algorithms can often outperform traditional statistical prediction approaches, but the use of nonlinear functions can mean that ML techniques may also be less interpretable than traditional statistical methodologies. While there are benefits of intrinsic interpretability, many model-agnostic approaches now exist and can provide insight into the way in which ML systems make decisions. In this paper, we describe how different algorithms can be interpreted and introduce some techniques for interpreting complex nonlinear algorithms.

Integrated Care Model of Adiposity-Related Chronic Diseases

PURPOSE OF REVIEW

Although obesity is a disease, most patients with obesity do not undergo effective treatment nor adhere to long-term care. We examine the barriers that patients with obesity confront when searching for effective treatment and propose an integrated care model of adiposity-related chronic diseases in a cardio-renal metabolic unit.

RECENT FINDINGS

The current care of obesity is fragmented between primary care providers, medical specialists and metabolic bariatric surgeons with little or no coordination of care between these providers. The current care of obesity heavily focuses on weight loss as the primary aim of treatment thereby reenforcing the weight stigma and turning patients away from effective therapy like metabolic bariatric surgery. An interdisciplinary cardio-renal metabolic unit that, besides weight loss, emphasizes prevention/remission of adiposity-related chronic diseases may deliver thorough and rewarding care to most patients with obesity.

d-Amino Acids and Classical Neurotransmitters in Healthy and Type 2 Diabetes-Affected Human Pancreatic Islets of Langerhans

The pancreatic islets of Langerhans are clusters of cells that function as endocrine units synthesizing and releasing insulin and a range of additional peptide hormones. The structural and chemical characteristics of islets change during type 2 diabetes development. Although a range of metabolites including neurotransmitters has been reported in rodent islets, the involvement of these cell-to-cell signaling molecules within human pancreatic islets in the pathophysiology of type 2 diabetes is not well known, despite studies suggesting that these molecules impact intra- and inter-islet signaling pathways. We characterize the enigmatic cell-to-cell signaling molecules, d-serine (d-Ser) and d-aspartate (d-Asp), along with multiple classical neurotransmitters and related molecules, in healthy versus type 2 diabetes-affected human islets using capillary electrophoresis separations. Significantly reduced d-Ser percentage and gamma-aminobutyric acid (GABA) levels were found in type 2 diabetes-affected islets compared to healthy islets. In addition, the negative correlations of many of the signaling molecules, such as d-Ser percentage (r = −0.35), d-Asp (r = −0.32), serotonin (r = −0.42), and GABA (r = −0.39) levels, with hemoglobin A1c (HbA1c) levels and thus with the progression of type 2 diabetes further demonstrate the disruption in intra- or inter-islet signaling pathways and suggest that these cell-to-cell signaling molecules may be potential therapeutic targets.