Abstract
BackgroundThe presence of additional chronic conditions has a significant impact on the treatment and management of type 2 diabetes (T2DM). Little is known about the patterns of comorbidities in this population. The aims of this study are to quantify comorbidity patterns in people with T2DM, to estimate the prevalence of six chronic conditions in 2027 and to identify clusters of similar conditions.MethodsWe used the Clinical Practice Research Datalink (CPRD) linked with the Index of Multiple Deprivation (IMD) data to identify patients diagnosed with T2DM between 2007 and 2017. 102,394 people met the study inclusion criteria. We calculated the crude and age-standardised prevalence of 18 chronic conditions present at and after the T2DM diagnosis. We analysed longitudinally the 6 most common conditions and forecasted their prevalence in 2027 using linear regression. We used agglomerative hierarchical clustering to identify comorbidity clusters. These analyses were repeated on subgroups stratified by gender and deprivation.ResultsMore people living in the most deprived areas had ≥ 1 comorbidities present at the time of diagnosis (72% of females; 64% of males) compared to the most affluent areas (67% of females; 59% of males). Depression prevalence increased in all strata and was more common in the most deprived areas. Depression was predicted to affect 33% of females and 15% of males diagnosed with T2DM in 2027. Moderate clustering tendencies were observed, with concordant conditions grouped together and some variations between groups of different demographics.ConclusionsComorbidities are common in this population, and high between-patient variability in comorbidity patterns emphasises the need for patient-centred healthcare. Mental health is a growing concern, and there is a need for interventions that target both physical and mental health in this population.
Highlights
The presence of additional chronic conditions has a significant impact on the treatment and management of type 2 diabetes (T2DM)
Study sample People registered with a general practice in England meeting Clinical Practice Research Datalink (CPRD) data quality standards and with the first Type 2 diabetes (T2DM) Read code recorded at any point between 1 April 2007 and 31 March 2017 were included
Women were diagnosed at an older age (63.7 ± 13.6, p < 0.001) and had more comorbidities at the time of T2DM diagnosis compared to males (1.6 ± 1.4 vs 1.2 ± 1.2, p < 0.001)
Summary
The presence of additional chronic conditions has a significant impact on the treatment and management of type 2 diabetes (T2DM). The aims of this study are to quantify comorbidity patterns in people with T2DM, to estimate the prevalence of six chronic conditions in 2027 and to identify clusters of similar conditions. The specific combination of comorbidities in diabetes (type 1 and 2) patients has been found to impact their ability to prioritise and manage the disease [13]. While the presence of diabetes-“concordant” conditions (i.e. sharing the same management goals), tends to be positively associated with quality of care [14], certain “discordant” comorbidities, like depression and arthritis, impact on treatment options, posing barriers to lifestyle changes and self-care behaviours recommended for diabetes management [14,15,16]
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