Aim To assess the health‐related outcomes of hypoglycaemia for people with diabetes admitted to hospital; specifically, hospital length of stay and mortality. Methods We conducted a systematic review and meta‐analysis of studies relating to hypoglycaemia (< 4 mmol/l) for hospitalized adults (≥ 16 years) with diabetes reporting the primary outcomes of interest, hospital length of stay or mortality. Final papers for inclusion were reviewed in duplicate and the adjusted results of each were pooled, using a random effects model then undergoing further prespecified subgroup analysis. Results In total, 15 studies were included in the meta‐analysis. The pooled mean difference in length of stay for ward‐based inpatients exposed to hypoglycaemia was 4.1 days longer [95% confidence interval (CI) 2.36 to 5.79; I² = 99%] compared with those without hypoglycaemia. This association remained robust across the pre‐specified subgroup analyses. The pooled relative risk (RR) of in‐hospital mortality was greater for those exposed to hypoglycaemia (RR 2.09, 95% CI 1.64 to 2.67; I² = 94%, n = 7 studies) but not in intensive care unit mortality (RR 0.75, 95% CI 0.49 to 1.16; I² =0%, n = 2 studies). Conclusion There is an association between inpatient hypoglycaemia and longer length of stay and greater in‐hospital mortality. Studies examining this association were heterogenous in terms of both clinical populations and effect size, but the overall direction of the association was consistent. Therefore, glucose concentration should be considered a potential tool to aid the identification of inpatients at risk of poor health‐related outcomes.
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Background Pregnant women with type 1 diabetes strive for tight glucose targets (3.5-7.8 mmol/L) to minimise the risks of obstetric and neonatal complications. Despite using diabetes technologies including continuous glucose monitoring (CGM), insulin pumps and contemporary insulin analogues, most women struggle to achieve and maintain the recommended pregnancy glucose targets. This study aims to evaluate whether the use of automated closed-loop insulin delivery improves antenatal glucose levels in pregnant women with type 1 diabetes. Methods/design A multicentre, open label, randomized, controlled trial of pregnant women with type 1 diabetes and a HbA1c of ≥48 mmol/mol (6.5%) at pregnancy confirmation and ≤ 86 mmol/mol (10%) at randomization. Participants who provide written informed consent before 13 weeks 6 days gestation will be entered into a run-in phase to collect 96 h (24 h overnight) of CGM glucose values. Eligible participants will be randomized on a 1:1 basis to CGM (Dexcom G6) with usual insulin delivery (control) or closed-loop (intervention). The closed-loop system includes a model predictive control algorithm (CamAPS FX application), hosted on an android smartphone that communicates wirelessly with the insulin pump (Dana Diabecare RS) and CGM transmitter. Research visits and device training will be provided virtually or face-to-face in conjunction with 4-weekly antenatal clinic visits where possible. Randomization will stratify for clinic site. One hundred twenty-four participants will be recruited. This takes into account 10% attrition and 10% who experience miscarriage or pregnancy loss. Analyses will be performed according to intention to treat. The primary analysis will evaluate the change in the time spent in the target glucose range (3.5-7.8 mmol/l) between the intervention and control group from 16 weeks gestation until delivery. Secondary outcomes include overnight time in target, time above target (> 7.8 mmol/l), standard CGM metrics, HbA1c and psychosocial functioning and health economic measures. Safety outcomes include the number and severity of ketoacidosis, severe hypoglycaemia and adverse device events. Discussion This will be the largest randomized controlled trial to evaluate the impact of closed-loop insulin delivery during type 1 diabetes pregnancy. Trial registration ISRCTN 56898625 Registration Date: 10 April, 2018.
Rankin, D. et al. (2023) Rollout of closed-loop technology to pregnant women with type 1 diabetes: healthcare professionals' views about potential challenges and solutions. Diabetes Technology and Therapeutics,
The introduction of new models of care in the Irish maternity services has been recommended by both advocacy groups and strategic reports. Yet there is a dearth of information about what models of care pregnant women want. We surveyed women in early pregnancy who were attending a large Dublin maternity hospital. Demographic and clinical details were recorded from the hospital chart. Of the 501 women, 351 (70%) (352 (70.3%) of women wanted shared antenatal care between their family doctor and either a hospital doctor or midwife. 228 (45.5%) preferred to have their baby delivered in a doctor-led unit, while 215 (42.9%) preferred a midwifery-led unit. Of those 215 (42.9%), 118 (55%) met criteria for suitability. There was minimal demand (1.6%) for home births. Choice was influenced by whether the woman was attending for private care or not. Safety is the most important factor for women when choosing the type of maternity care they want. Pregnant women want a wide range of choices when it comes to models of maternity care. Their choice is strongly influenced by safety considerations, and will be determined in part by risk assessment. IntroductionThe organisation of the maternity services in Ireland is the subject of widespread discussion at present. [1][2][3][4][5] There are concerns about clinical safety and quality, despite the fact that Ireland has one of the lowest maternal mortality rates in the world. 6 There are concerns about the cost of obstetric negligence claims, while the national caesarean section rate continues to escalate. 7 There are misgivings about hospital facilities and it has been accepted that at least four large maternity hospitals need to be relocated on to the site of a general hospital. 3 There are concerns about the number and experience of midwifery and medical staff in the future with an ongoing dependence on overseas recruitment at the expense of less developed countries. There are considerable variations of clinical practice between hospitals and, perhaps, within hospitals. There are arguments in favour of rationalisation and the centralisation of maternity and neonatal services and, at the same time, a desire to bring services closer to the women in the community.
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