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. 2024 Oct;67(10):2210-2224.
doi: 10.1007/s00125-024-06225-1. Epub 2024 Jul 22.

Estimating risk of consequences following hypoglycaemia exposure using the Hypo-RESOLVE cohort: a secondary analysis of pooled data from insulin clinical trials

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Estimating risk of consequences following hypoglycaemia exposure using the Hypo-RESOLVE cohort: a secondary analysis of pooled data from insulin clinical trials

Joseph Mellor et al. Diabetologia. 2024 Oct.

Abstract

Aims/hypothesis: Whether hypoglycaemia increases the risk of other adverse outcomes in diabetes remains controversial, especially for hypoglycaemia episodes not requiring assistance from another person. An objective of the Hypoglycaemia REdefining SOLutions for better liVEs (Hypo-RESOLVE) project was to create and use a dataset of pooled clinical trials in people with type 1 or type 2 diabetes to examine the association of exposure to all hypoglycaemia episodes across the range of severity with incident event outcomes: death, CVD, neuropathy, kidney disease, retinal disorders and depression. We also examined the change in continuous outcomes that occurred following a hypoglycaemia episode: change in eGFR, HbA1c, blood glucose, blood glucose variability and weight.

Methods: Data from 84 trials with 39,373 participants were pooled. For event outcomes, time-updated Cox regression models adjusted for age, sex, diabetes duration and HbA1c were fitted to assess association between: (1) outcome and cumulative exposure to hypoglycaemia episodes; and (2) outcomes where an acute effect might be expected (i.e. death, acute CVD, retinal disorders) and any hypoglycaemia exposure within the last 10 days. Exposures to any hypoglycaemia episode and to episodes of given severity (levels 1, 2 and 3) were examined. Further adjustment was then made for a wider set of potential confounders. The within-person change in continuous outcomes was also summarised (median of 40.4 weeks for type 1 diabetes and 26 weeks for type 2 diabetes). Analyses were conducted separately by type of diabetes.

Results: The maximally adjusted association analysis for type 1 diabetes found that cumulative exposure to hypoglycaemia episodes of any level was associated with higher risks of neuropathy, kidney disease, retinal disorders and depression, with risk ratios ranging from 1.55 (p=0.002) to 2.81 (p=0.002). Associations of a similar direction were found when level 1 episodes were examined separately but were significant for depression only. For type 2 diabetes cumulative exposure to hypoglycaemia episodes of any level was associated with higher risks of death, acute CVD, kidney disease, retinal disorders and depression, with risk ratios ranging from 2.35 (p<0.0001) to 3.00 (p<0.0001). These associations remained significant when level 1 episodes were examined separately. There was evidence of an association between hypoglycaemia episodes of any kind in the previous 10 days and death, acute CVD and retinal disorders in both type 1 and type 2 diabetes, with rate ratios ranging from 1.32 (p=0.017) to 2.68 (p<0.0001). These associations varied in magnitude and significance when examined separately by hypoglycaemia level. Within the range of hypoglycaemia defined by levels 1, 2 and 3, we could not find any evidence of a threshold at which risk of these consequences suddenly became pronounced.

Conclusions/interpretation: These data are consistent with hypoglycaemia being associated with an increased risk of adverse events across several body systems in diabetes. These associations are not confined to severe hypoglycaemia requiring assistance.

Keywords: Consequences; Cox regression; Hypo-RESOLVE; Hypoglycaemia.

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Figures

Fig. 1
Fig. 1
How rate ratios of outcomes change with respect to hypoglycaemia exposure as determined by minimum glucose level of a hypoglycaemic episode within a 10 day period. Panels correspond to outcomes as follows: (a) type 1 diabetes CVD, (b) type 2 diabetes CVD, (c) type 1 diabetes death, (d) type 2 diabetes death, (e) type 1 diabetes retinal disorders and (f) type 2 diabetes retinal disorders

References

    1. de Galan BE, McCrimmon RJ, Ibberson M et al (2020) Reducing the burden of hypoglycaemia in people with diabetes through increased understanding: Design of the hypoglycaemia redefining solutions for better liVEs (hypo-resolve) project. Diabetic Medicine 37:1066–1073. 10.1111/dme.14240 - PMC - PubMed
    1. Amiel SA (2021) The consequences of hypoglycaemia. Diabetologia 64:963–970. 10.1007/s00125-020-05366-3 - PMC - PubMed
    1. Karayiannides S, Norhammar A, Landstedt-Hallin L et al (2022) Prognostic impact of type 1 and type 2 diabetes mellitus in atrial fibrillation and the effect of severe hypoglycaemia: A nationwide cohort study. Eur J Prev Cardiol 29:1759–1769. 10.1093/eurjpc/zwac093 - PubMed
    1. Lo SC, Yang YS, Kornelius E et al (2019) Early cardiovascular risk and all-cause mortality following an incident of severe hypoglycaemia: A population-based cohort study. Diabetes Obes Metab 21:1878–1885. 10.1111/dom.13746 - PubMed
    1. Han E, Han KD, Lee BW et al (2022) Severe hypoglycemia increases dementia risk and related mortality: a nationwide, population-based cohort study. J Clin Endocrinol Metab 107:e1976–e1986. 10.1210/clinem/dgab860 - PubMed