Depression increases both glycated haemoglobin testing frequency and risk of all-cause mortality in type 2 diabetes
Handley, D. K.; Bala, R.; Young, K. G.; Lo, C. W. H.; Tyrrell, J.; Lewis, C. M.; Gillett, A. C.
Show abstract
BackgroundFrequent and consistent Glycated Haemoglobin (HbA1c) measurement is required for effective management of Type 2 diabetes (T2D). Co-morbid depression is an important driver of poor health and mortality in individuals with T2D. Little is known about how engagement with primary care for T2D management differs in individuals with co-morbid depression, and how this impacts all-cause mortality. MethodsAdults with T2D were identified in the Clinical Practice Research Datalink Aurum dataset. Glycaemic testing frequency was defined as the number of HbA1c measurements per year after diagnosis. Conway-Maxwell-Poisson mixed effects models were used to test the associations between glycaemic testing frequency and T2D co-morbidities, pre-existing and incident depression (after T2D diagnosis), and depression severity. Cox proportional hazard models were used to determine the association of these variables with all-cause mortality. ResultsIn total, 470,225 individuals with T2D were included. Of these, 20.1% and 6.1% had pre-existing and incident depression, respectively. Younger age, male sex, and non-White self-reported ethnicity were robustly associated with lower glycaemic testing frequency. In contrast, higher deprivation, pre-existing depression (IRR:1.06, CI: 1.05 - 1.07, p = 6.5x10-11), incident depression (IRR:1.04, CI: 1.03 - 1.05, p = 5.5x10-11) and a higher incident comorbidity score were associated with more frequent HbA1c testing. Pre-existing depression, incident depression, and depression severity were associated with increased risk of all-cause mortality after adjusting for HbA1c testing frequency (incident depression HR: 1.41, CI: 1.37 - 1.45, p = 3.7x10-97). In the entire cohort, higher HbA1c testing frequency was associated with reduced risk of all-cause mortality (HR: 0.93, 95% CI: 0.92 - 0.94, p = 3.60x10-82). ConclusionIndividuals with T2D and depression have more frequent glycaemic testing yet still face a higher risk of mortality. This suggests that increased engagement with primary care for glycaemic monitoring alone is not sufficient to offset the broader health risks associated with depression. Targeted interventions beyond increased routine diabetes monitoring may be necessary to reduce excess mortality among individuals managing both T2D and depression.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Depression, diabetes, their comorbidity and all-cause and cause-specific mortality: a prospective cohort study 96%
- Discovery of biomarkers for glycaemic deterioration before and after the onset of type 2 diabetes: an overview of the data from the epidemiological studies within the IMI DIRECT Consortium 93%
- Phenotype-based targeted treatment of SGLT2 inhibitors and GLP-1 receptor agonists in type 2 diabetes 92%
Similar papers in this journal
- Predictive value of circulating NMR metabolic biomarkers for type 2 diabetes risk in the UK Biobank study 94%
- Maternal smoking during pregnancy and type 1 diabetes in the offspring: A nationwide register-based study with family-based designs 93%
- Frailty in individuals with depression, bipolar disorder and anxiety disorders: longitudinal analyses of all-cause mortality 92%
Similar papers in this journal
- Poor in-utero growth, reduced beta cell secretion and high plasma glucose in childhood are harbingers of glucose intolerance in young Indians 93%
- Early metabolic features of genetic liability to type 2 diabetes: cohort study with repeated metabolomics across early life 92%
- Diabetes-related excess mortality in Mexico: a comparative analysis of national death registries between 2017-2019 and 2020 92%
Similar papers in this journal
- Prediabetes as a risk factor for all-cause and cause-specific mortality: a prospective analysis of 115,919 adults without diabetes in Mexico City 94%
- The relationships between MASLD, extrahepatic multimorbidity and all-cause mortality in UK Biobank cohort 93%
- Prevalence trends of diabetes subgroups in US: A data-driven analysis spanning three decades from NHANES (1988-2018) 92%
Similar papers in this journal
- Treatment outcomes with oral anti-hyperglycaemic therapies in people with diabetes secondary to a pancreatic condition (type 3c diabetes): A population-based cohort study 93%
- Use of semaglutide and risk of non-arteritic anterior ischemic optic neuropathy: A Danish-Norwegian cohort study 92%
- Heterogeneity of Treatment Effects Across Nine Glucose-Lowering Drug Classes in Type 2 Diabetes: Extension of the LEGEND-T2DM Network Study 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.