Quality of Life and Utility Values for Cost-Effectiveness Modeling in Japanese Patients with Type 2 Diabetes

Epidemiology and Burden of Peripheral Artery Disease in People With Type 2 Diabetes: A Systematic Literature Review

Type 2 diabetes (T2D) and lower-extremity peripheral artery disease (PAD) are growing global health problems associated with considerable cardiovascular (CV) and limb-related morbidity and mortality, poor quality of life and high healthcare resource use and costs. Diabetes is a well-known risk factor for PAD, and the occurrence of PAD in people with T2D further increases the risk of long-term complications. As the available evidence is primarily focused on the overall PAD population, we undertook a systematic review to describe the burden of comorbid PAD in people with T2D. The MEDLINE, Embase and Cochrane Library databases were searched for studies including people with T2D and comorbid PAD published from 2012 to November 2021, with no restriction on PAD definition, study design or country. Hand searching of conference proceedings, reference lists of included publications and relevant identified reviews and global burden of disease reports complemented the searches. We identified 86 eligible studies, mostly observational and conducted in Asia and Europe, presenting data on the epidemiology (n = 62) and on the clinical (n = 29), humanistic (n = 12) and economic burden (n = 12) of PAD in people with T2D. The most common definition of PAD relied on ankle-brachial index values ≤ 0.9 (alone or with other parameters). Incidence and prevalence varied substantially across studies; nonetheless, four large multinational randomised controlled trials found that 12.5%-22% of people with T2D had comorbid PAD. The presence of PAD in people with T2D was a major cause of lower-limb and CV complications and of all-cause and CV mortality. Overall, PAD was associated with poor quality of life, and with substantial healthcare resource use and costs. To our knowledge, this systematic review provides the most comprehensive overview of the evidence on the burden of PAD in people with T2D to date. In this population, there is an urgent unmet need for disease-modifying agents to improve outcomes.

Association between variation in hemoglobin A1c levels and diabetes therapy-related quality of life in patients with diabetes

AIMS/INTRODUCTION

We aimed to investigate the association between glycemic variability and quality of life (QOL) in patients with diabetes, which has not been studied previously.

MATERIALS AND METHODS

Patients who were undergoing treatment at the Kyoto Prefectural University of Medicine Hospital and Kameoka City Hospital participated in the KAMOGAWA-DM study, and completed the diabetes therapy-related (DTR)-QOL questionnaire from January 2016 to July 2020 were included in this study. We used linear regression analyses to compare the association between DTR-QOL scores and glycemic variability.

RESULTS

We included a total of 635 patients in this analysis. The hemoglobin A1c (HbA1c) levels of these patients were measured at least four times during the 9-month period, before and after answering the questionnaire. Results showed that HbA1c variability, HbA1c mean and duration of diabetes were negatively associated with the total DTR-QOL score. Conversely, the body mass index and total DTR-QOL score were positively associated with HbA1c variability.

CONCLUSIONS

A small variation in HbA1c level was associated with higher total DTR-QOL scores and the scores for each factor. Reducing blood glucose variability is significant when we treat diabetes.

Therapy-Related Satisfaction and Quality of Life for Japanese People with Diabetes Using Rapid-Acting Insulin Analogs: A Web-Based Survey

INTRODUCTION

People with diabetes require insulin to regulate blood glucose (BG); rapid-acting insulin analogs (RAIA) represent one approach for BG management. New fast-acting RAIA administered at the start of a meal suppress postprandial BG better than conventional RAIA. New RAIA are expected to confer higher treatment satisfaction and improved quality of life (QOL) than conventional RAIA.

METHODS

This cross-sectional, web-based survey in Japan (November 2022) included people with diabetes (type 1/2), aged ≥ 18 years, registered in the Rakuten Insight Diabetes Panel, using new and/or conventional RAIA. RAIA-specific satisfaction was evaluated by questions on RAIA use (scores: 1 [not at all satisfied]; 7 [very satisfied]) and QOL by the Diabetes Therapy-Related (DTR)-QOL questionnaire (scores: 0-100, 100 = best) for the whole population (primary endpoint) and for new versus conventional RAIA users (secondary endpoint). Multiple regression models were used to compare new versus conventional RAIA users.

RESULTS

The analysis population comprised 217 people with diabetes (new RAIA, n = 109; conventional RAIA, n = 108). Mean (standard deviation) RAIA-specific satisfaction scores ranged from 5.1 (1.2) to 5.4 (1.2); DTR-QOL total score was 51.6 (20.4). RAIA satisfaction scores were numerically higher for new versus conventional RAIA users; no difference in DTR-QOL total score was observed. DTR-QOL satisfaction with treatment domain score was significantly higher in new versus conventional RAIA users (least squares mean difference [standard error]: 7.3 [3.1]; 95% confidence interval: 1.2, 13.4; P = 0.0197). RAIA-specific satisfaction was higher among patients who discussed BG sufficiently with their doctor versus those who did not.

CONCLUSIONS

New RAIA users have greater treatment satisfaction than conventional RAIA users. QOL was similar among new and conventional RAIA users, except for satisfaction with treatment, which was significantly higher among new RAIA users. Detailed explanations from the doctor to the person with diabetes about the relationship between new RAIA and BG status are essential. A graphical plain language summary is available with this article.

Cost-effectiveness of behavioural counselling intervention compared with non-intervention for adult patients with metabolic syndrome to prevent cardiovascular diseases and type 2 diabetes in Japan: a microsimulation modelling study

OBJECTIVES

Nationwide lifestyle intervention-specific health guidance (SHG) in Japan-employs counselling and education to change unhealthy behaviours that contribute to metabolic syndrome, especially obesity or abdominal obesity. We aimed to perform a model-based economic evaluation of SHG in a low participation rate setting.

DESIGN

A hypothetical population, comprised 50 000 Japanese aged 40 years who met the criteria of the SHG, used a microsimulation using the Markov model to evaluate SHG's cost-effectiveness compared with non-SHG. This hypothetical population was simulated over a 35-year time horizon.

SETTING

SHG is conducted annually by all Japanese insurers.

OUTCOME MEASURES

Model parameters, such as costs and health outcomes (including quality-adjusted life-years, QALYs), were based on existing literature. Incremental cost-effectiveness ratios were estimated from the healthcare payer's perspective. Deterministic and probabilistic sensitivity analyses (PSA) were conducted to evaluate the uncertainty around the model input parameters.

RESULTS

The simulation revealed that the total costs per person in the SHG group decreased by JPY53 014 (US$480) compared with that in the non-SHG group, and the QALYs increased by 0.044, wherein SHG was considered the dominant strategy despite the low participation rates. PSA indicated that the credibility intervals (2.5th-97.5th percentile) of the incremental costs and the incremental QALYs with the SHG group compared with the non-SHG group were -JPY687 376 to JPY85 197 (-US$6226 to US$772) and -0.009 to 0.350 QALYs, respectively. Each scenario analysis indicated that programmes for improving both blood pressure and blood glucose levels among other risk factors for metabolic syndrome are essential for improving cost-effectiveness.

CONCLUSIONS

This study suggests that even small effects of counselling and education on behavioural modification may lead to the prevention of acute life-threatening events and chronic diseases, in addition to the reduction of medication resulting from metabolic syndrome, which results in cost savings.

Health state utilities associated with weight loss: preferences of people with type 2 diabetes and obesity in Japan

AIMS

Health state utilities associated with weight change are needed for cost-utility analyses (CUAs) examining the value of treatments for type 2 diabetes and obesity. Previous studies have estimated the utility benefits associated with various amounts of weight reduction in the US and Europe, but preferences for weight change in Asian cultures may differ from these published values. The purpose of this study was to estimate utilities associated with reductions in body weight based on preferences of individuals with type 2 diabetes and obesity in Japan.

METHODS

Health state vignettes represented type 2 diabetes with respondents' own current weight and weight reductions of 2.5%, 5%, 7.5%, 10%, 12.5%, 15%, and 20%. Utilities were elicited in time trade-off interviews with a sample of respondents in Japan with type 2 diabetes and body mass index (BMI) ≥25 kg/m2 (the cutoff for obesity in Japan).

RESULTS

Analyses were conducted with data from 138 respondents (84.8% male; mean age = 58.0 years; mean BMI = 29.4 kg/m2) from all eight regions of Japan. Utility gains gradually increased with rising percentage of weight reductions ranging from 2.5% to 15%. Weight reductions of 2.5% to 15% resulted in utility increases of 0.013 to 0.048. The health state representing a 20% weight reduction yielded a wide range of preferences (mean utility increase of 0.044). Equations are recommended for estimating utility change based on any percentage of weight reduction (up to 20%) in Japanese people with type 2 diabetes and obesity.

LIMITATIONS

This study was conducted in a sample with limited representation of patients with BMI >35 kg/m2 (n = 13) and relatively few women (n = 21).

CONCLUSION

Results may be used to provide inputs for CUAs examining the value of treatments that are associated with weight loss in patients with type 2 diabetes and obesity in Japan.

Evaluation of the health-related quality of life of patients with type 2 diabetes in relation to macrovascular and microvascular complications

PURPOSE

The complications of type 2 diabetes (T2DM) have a negative impact on health-related quality of life (HRQoL) and could lead to increased healthcare costs. However, there is a lack of evidence regarding how and to what extent T2DM complications, particularly macrovascular and microvascular complications, affect the patients' HRQoL. This study aimed to evaluate the HRQoL in relation to diabetes complications and identify associated factors among patients with T2DM.

METHODS

A cross-sectional study was conducted over six months on T2DM patients at a National University Hospital, Malaysia. Since Malaysia is a multiethnic country with majority Malay-speaking and English widely used, the Malay and English versions of the revised version Diabetes Quality of life (DQoL) questionnaire was used to measure HRQoL. Multiple Linear Regression was applied to estimate association of individual DQoL domains with T2DM-related complications, sociodemographic and clinical characteristics.

RESULTS

A total of 513 patients were recruited in the study. Sociodemographic (age, gender, ethnicity, employment, education) and body mass index affected satisfaction, impact and worry domains while complications affected the impact domain. Poorer HRQoL were demonstrated for severe stages heart failure (p = 0.001), nephropathy (p = 0.029), retinopathy (p < 0.001). The presence of neuropathy (p = 0.004) and foot ulcer (p = 0.039) showed poor HRQoL regardless of severity stage. Increase frequencies of hypoglycaemia (p < 0.001) showed poorer HRQoL compared to those with lesser frequencies.

CONCLUSION

The complications, sociodemographic and clinical characteristics of patients with T2DM affect the HRQoL domains differently. Understanding the point of which complication types and stages impact HRQoL the most can provide insights to clinicians to prioritise on effective interventions. The study findings may assist researchers and policymakers in selecting appropriate health state values when conducting cost-effectiveness studies to aid decision making.

Cost-effectiveness analysis of lifestyle interventions for preventing kidney disease in patients with type 2 diabetes

BACKGROUND

Lifestyle interventions in patients with type-2 diabetes contribute to reducing the incidence of chronic kidney disease. The cost-effectiveness of lifestyle interventions to prevent kidney disease in patients with type-2 diabetes remains undetermined. We aimed to develop a Markov model from a Japanese healthcare payer's perspective focusing on the development of kidney disease in patients with type-2 diabetes and examine the cost-effectiveness of lifestyle interventions.

METHODS

To develop the model, the parameters, including lifestyle intervention effect, were derived from results of the Look AHEAD trial and previously published literature. Incremental cost-effectiveness ratios (ICER) were calculated from the difference in cost and quality-adjusted life years (QALY) between lifestyle intervention and diabetes support education groups. We estimated lifetime costs and effectiveness assuming patient's life span to be 100 years. Costs and effectiveness were discounted by 2% annually.

RESULTS

ICER for lifestyle intervention compared to diabetes support education was JPY 1,510,838 (USD 13,031) per QALY. Cost-effectiveness acceptability curve showed that the probability that lifestyle intervention is cost-effective at the threshold of JPY 5,000,000 (USD 43,084) per QALY gained, compared to diabetes support education, is 93.6%.

CONCLUSIONS

Using a newly-developed Markov model, we illustrated that lifestyle interventions for preventing kidney disease in patients with diabetes would be more cost-effective from a Japanese healthcare payer's perspective compared to diabetes support education. The model parameters in the Markov model must be updated to adapt to the Japanese setting.

Quantifying health-related quality of life in Malaysian type 2 diabetes: focusing on complication types and severity

PURPOSE

There is a knowledge gap of health utility values for Type 2 Diabetes Mellitus (T2DM) complications in Malaysia. This study aimed to estimate EQ-5D-5L utility values and evaluate health-related quality of life (HRQoL) for Malaysian T2DM associated with complications and clinical characteristics.

METHODS

A cross-sectional study was conducted on T2DM patients at a tertiary hospital outpatient using the Malay and English version of the EQ-5D-5L questionnaire. Health utility values were derived using the Malaysian EQ-5D-5L value set. Ordinary least squares (OLS) multivariable regression model was used to estimate the health utility decrements associated with T2DM-related complications and clinical characteristics.

RESULTS

A total of 513 T2DM patients were recruited. Overall, pain was the most affected of all five EQ-5D-5L dimensions. Patients with foot ulcer, amputation, severe heart failure and frequent hypoglycemia reported more problems collectively in all EQ-5D-5L dimensions. Older age, lower education level, longer duration of T2DM, urine protein creatine index (UPCI) > 0.02 g/mmol, and injection therapy were significantly associated with lower EQ-5D-5L utility values (p < 0.004, Bonferroni adjusted). The lowest unadjusted utility values were reported for severe heart failure 0.65 (interquartile range, IQR 0.50), frequent hypoglycemia 0.74 (0.22) and being amputated 0.78 (0.47). In the multivariable regression model after controlling for sociodemographic and clinical characteristics, the largest utility value decrement was observed for amputation (- 0.158, SE 0.087, p = 0.05), frequent hypoglycemia (- 0.101, SE 0.030, p = 0.001), myocardial infarction (-0.050, SE 0.022, p = 0.022) and obesity (-0.034, SE 0.016, p = 0.029).

CONCLUSION

Larger utility value decrements were found for severe stages of complications. These findings suggest the value of defining severity of complications in utility elicitation studies. The utility decrement quantified for different T2DM complication severity will be useful for economic evaluations within diabetic-related fields.

Effect of Orally Administered Semaglutide Versus Dulaglutide on Diabetes-Related Quality of Life in Japanese Patients with Type 2 Diabetes: The PIONEER 10 Randomized, Active-Controlled Trial

INTRODUCTION

In the randomized Peptide InnOvatioN for Early diabEtes tReatment (PIONEER) 10 trial, once-daily orally administered semaglutide-the first oral glucagon-like peptide 1 receptor agonist (GLP-1RA)-was similarly tolerated with comparable (at 7 mg) or better (at 14 mg) efficacy versus the injectable GLP-1RA dulaglutide 0.75 mg. Health-related quality of life (HRQoL) in PIONEER 10 was assessed using the Japanese-specific Diabetes Therapy-Related Quality of Life (DTR-QoL) questionnaire.

METHODS

The DTR-QoL comprises 29 questions, providing four domain and total scores. Answers were converted to a score between 0 and 100, with higher scores indicating greater HRQoL. Two estimands were prespecified: treatment policy (regardless of treatment discontinuation or rescue medication use) and trial product (assuming on treatment without rescue medication) in all randomized patients. Outcomes were assessed at weeks 26 and 52.

RESULTS

Mean baseline DTR-QoL domain scores were similar between treatment arms and were generally lower (giving more scope for improvement) for "anxiety and dissatisfaction with treatment" (62.1-65.3) and "satisfaction with treatment" (53.9-57.9) than "burden on social activities and daily activities" (76.5-77.7) and "hypoglycemia" (83.5-88.2). Using the treatment policy estimand, orally administered semaglutide 7 and 14 mg improved HRQoL versus dulaglutide 0.75 mg for the total score (estimated mean change from baseline [CfB] 7.3 and 8.1 vs 3.3; estimated treatment difference [ETD] 3.9 and 4.8) and the "anxiety and dissatisfaction with treatment" domain (CfB 9.7 and 10.9 vs 3.7; ETD 6.0 and 7.2) at week 52. Orally administered semaglutide 14 mg improved the "satisfaction with treatment" domain versus dulaglutide 0.75 mg (CFB 13.8 vs 5.7; ETD 8.1). DTR-QoL scores for orally administered semaglutide tended to be more durable (sustained over time) than for dulaglutide. Outcomes for the trial product estimand were similar.

CONCLUSION

Orally administered semaglutide 7 and 14 mg improved the patients' HRQoL measured by the Japanese-specific DTR-QoL instrument versus dulaglutide 0.75 mg at week 52.

TRIAL REGISTRATION

ClinicalTrials.gov NCT03015220.