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dc.contributor.authorJeyam, Anita
dc.contributor.authorGibb, Fraser W.
dc.contributor.authorMcKnight, John A.
dc.contributor.authorO’Reilly, Joseph E.
dc.contributor.authorCaparrotta, Thomas M.
dc.contributor.authorHöhn, Andreas
dc.contributor.authorMcGurnaghan, Stuart J.
dc.contributor.authorBlackbourn, Luke A. K.
dc.contributor.authorHatam, Sara
dc.contributor.authorKennon, Brian
dc.contributor.authorMcCrimmon, Rory J.
dc.contributor.authorLeese, Graham
dc.contributor.authorPhilip, Sam
dc.contributor.authorSattar, Naveed
dc.contributor.authorMcKeigue, Paul M.
dc.contributor.authorColhoun, Helen M.
dc.contributor.authoron behalf of the Scottish Diabetes Research Network Epidemiology Group
dc.date.accessioned2021-10-18T15:30:14Z
dc.date.available2021-10-18T15:30:14Z
dc.date.issued2021-10-07
dc.identifier276265692
dc.identifier29dcac35-d743-4d73-b535-86b430fb52d9
dc.identifier85116769727
dc.identifier.citationJeyam , A , Gibb , F W , McKnight , J A , O’Reilly , J E , Caparrotta , T M , Höhn , A , McGurnaghan , S J , Blackbourn , L A K , Hatam , S , Kennon , B , McCrimmon , R J , Leese , G , Philip , S , Sattar , N , McKeigue , P M , Colhoun , H M & on behalf of the Scottish Diabetes Research Network Epidemiology Group 2021 , ' Flash monitor initiation is associated with improvements in HbA1c levels and DKA rates among people with type 1 diabetes in Scotland : a retrospective nationwide observational study ' , Diabetologia , vol. First Online . https://doi.org/10.1007/s00125-021-05578-1en
dc.identifier.issn0012-186X
dc.identifier.othercrossref: 10.1007/s00125-021-05578-1
dc.identifier.otherORCID: /0000-0002-7170-1205/work/101582060
dc.identifier.urihttps://hdl.handle.net/10023/24158
dc.descriptionThis study was supported by funding from the Diabetes UK (17/0005627) and the Chief Scientist Office (Ref. ETM/47).en
dc.description.abstractAims/hypothesis We assessed the real-world effect of flash monitor (FM) usage on HbA1c levels and diabetic ketoacidosis (DKA) and severe hospitalised hypoglycaemia (SHH) rates among people with type 1 diabetes in Scotland and across sociodemographic strata within this population. Methods This study was retrospective, observational and registry based. Using the national diabetes registry, 14,682 individuals using an FM at any point between 2014 and mid-2020 were identified. Within-person change from baseline in HbA1c following FM initiation was modelled using linear mixed models accounting for within-person pre-exposure trajectory. DKA and SHH events were captured through linkage to hospital admission and mortality data. The difference in DKA and SHH rates between FM-exposed and -unexposed person-time was assessed among users, using generalised linear mixed models with a Poisson likelihood. In a sensitivity analysis, we tested whether changes in these outcomes were seen in an age-, sex- and baseline HbA1c-matched sample of non-users over the same time period. Results Prevalence of ever-FM use was 45.9% by mid-2020, with large variations by age and socioeconomic status: 64.3% among children aged <13 years vs 32.7% among those aged ≥65 years; and 54.4% vs 36.2% in the least-deprived vs most-deprived quintile. Overall, the median (IQR) within-person change in HbA1c in the year following FM initiation was −2.5 (−9.0, 2.5) mmol/mol (−0.2 [−0.8, 0.2]%). The change varied widely by pre-usage HbA1c: −15.5 (−31.0, −4.0) mmol/mol (−1.4 [−2.8, −0.4]%) in those with HbA1c > 84 mmol/mol [9.8%] and 1.0 (−2.0, 5.5) mmol/mol (0.1 [−0.2, 0.5]%) in those with HbA1c < 54 mmol/mol (7.1%); the corresponding estimated fold change (95% CI) was 0.77 (0.76, 0.78) and 1.08 (1.07, 1.09). Significant reductions in HbA1c were found in all age bands, sexes and socioeconomic strata, and regardless of prior/current pump use, completion of a diabetes education programme or early FM adoption. Variation between the strata of these factors beyond that driven by differing HbA1c at baseline was slight. No change in HbA1c in matched non-users was observed in the same time period (median [IQR] within-person change = 0.5 [−5.0, 5.5] mmol/mol [0.0 (−0.5, 0.5)%]). DKA rates decreased after FM initiation overall and in all strata apart from the adolescents. Estimated overall reduction in DKA event rates (rate ratio) was 0.59 [95% credible interval (CrI) 0.53, 0.64]) after FM vs before FM initiation, accounting for pre-exposure trend. Finally, among those at higher risk for SHH, estimated reduction in event rates was rate ratio 0.25 (95%CrI 0.20, 0.32) after FM vs before FM initiation. Conclusions/interpretation FM initiation is associated with clinically important reductions in HbA1c and striking reduction in DKA rate. Increasing uptake among the socioeconomically disadvantaged offers considerable potential for tightening the current socioeconomic disparities in glycaemia-related outcomes.
dc.format.extent14
dc.format.extent968831
dc.language.isoeng
dc.relation.ispartofDiabetologiaen
dc.subjectDiabetes mellitus type 1en
dc.subjectFlash monitoringen
dc.subjectHypoglycaemiaen
dc.subjectKetoacidosisen
dc.subjectHbA1cen
dc.subjectRM Therapeutics. Pharmacologyen
dc.subjectE-DASen
dc.subjectSDG 3 - Good Health and Well-beingen
dc.subject.lccRMen
dc.titleFlash monitor initiation is associated with improvements in HbA1c levels and DKA rates among people with type 1 diabetes in Scotland : a retrospective nationwide observational studyen
dc.typeJournal articleen
dc.contributor.institutionUniversity of St Andrews. School of Geography & Sustainable Developmenten
dc.identifier.doi10.1007/s00125-021-05578-1
dc.description.statusPeer revieweden


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