Recurrent diabetic ketoacidosis and a brief history of brittle diabetes research: contemporary and past evidence in diabetic ketoacidosis research including mortality, mental health and prevention

Severe and Recurrent Diabetic Ketoacidosis in Children and Youth with Type 1 Diabetes: Risk and Protective Factors

Objective: To examine the risk and protective factors for severe and recurrent diabetic ketoacidosis (DKA) in a large sample of children in the Southwestern United States. Methods: Retrospective chart review of children age 0-18 years with type 1 diabetes (T1D) seen at a large children's hospital/integrated care delivery system between October 2019 and December 2022. Data from the preceding 2 years were used to predict postdiagnosis DKA in each subsequent year. Logistic regression and recursive feature elimination (RFE) were used to select significant predictors of any DKA, severe DKA, and recurrent DKA. Model performance was evaluated using fivefold cross-validation, with area under the curve in the receiver operating characteristic plot as the performance metric. Results: Records were obtained for 4649 encounters, representing 1850 patients and 846 prior DKA events. Based on RFE, single prior DKA, recurrent prior DKA, and hemoglobin A1c were significant shared predictors for subsequent DKA, severe DKA, and recurrent DKA, and female sex was positively associated with any DKA and recurrent DKA. The model for recurrent DKA also included age between 10 and 14 years as an unshared risk factor, and Hispanic ethnicity and use of an insulin pump (with or without automated insulin delivery) as unshared protective factors. Incidence of severe DKA was highly correlated (r = 0.95) with number of prior DKA events. Black and female patients were more likely to experience multiple recurrent DKA episodes and repeated episodes of severe DKA. Conclusions: Severe and recurrent DKA have both shared and unshared risk factors. Severe DKA may be a singular phenomenon in most cases, although a subset of patients (primarily Black and female) experience repeated severe events, placing them at high risk for adverse health outcomes. Recurrent DKA appears to be more of a chronic issue, although a number of variables emerged as protective factors, suggesting ways in which recurrent DKA might be prevented.

Predicting and Ranking Diabetic Ketoacidosis Risk Among Youth with Type 1 Diabetes with a Clinic-to-Clinic Transferrable Machine Learning Model

Aim: To use electronic health record (EHR) data to develop a scalable and transferrable model to predict 6-month risk for diabetic ketoacidosis (DKA)-related hospitalization or emergency care in youth with type 1 diabetes (T1D). Method: To achieve a sharable predictive model, we engineered features using EHR data mapped to the T1D Exchange Quality Improvement Collaborative's (T1DX-QI) data schema used by 60+ U.S. diabetes centers and chose a compact set of 15 features (e.g., demographics, factors related to diabetes management, etc.) to yield "explainable AI" predictions for DKA risk on a 6-month horizon. We used an ensemble of gradient-boosted, tree-based models trained on data collected from September 1, 2017 to November 1, 2022 (3097 unique patients; 24,638 clinical encounters) from a tertiary care pediatric diabetes clinic network in the Midwest USA. Results: We rank-ordered the top 10, 25, 50, and 100 highest-risk youth in an out-of-sample testing set, which yielded an average precision of 0.96, 0.81, 0.75, and 0.70, respectively. The lift of the model (relative to random selection) for the top 100 individuals is 19. The model identified average time between DKA episodes, time since the last DKA episode, and T1D duration as the top three features for predicting DKA risk. Conclusions: Our DKA risk model effectively predicts youths' relative risk of experiencing hospitalization for DKA and is readily deployable to other diabetes centers that map diabetes data to the T1DX-QI schema. This model may facilitate the development of targeted interventions for youths at the highest risk for DKA. Future work will add novel features such as device data, social determinants of health, and diabetes self-management behaviors.

Tacrolimus related diabetic ketoacidosis and hyperglycaemic hyperosmolar nonketotic syndrome: an observational, retrospective, pharmacovigilance study

BACKGROUND

Information on the incidence and risk factors for diabetic ketoacidosis (DKA) and hyperglycemic hyperosmolar nonketotic syndrome (HHNS) caused by tacrolimus has rarely been reported. This study aims to assess the spectrum of DKA/HHNS associated with tacrolimus.

METHODS

We conducted an observational, retrospective pharmacovigilance study using the Food and Drug Administration adverse event reporting system (FAERS) database. We employed the information component (IC) and reporting odds ratio (ROR) to evaluate the association between tacrolimus and DKA/HHNS.

RESULTS

A total of 232 events were identified as tacrolimus-related DKA/HHNS, 186 cases from DKA and 54 cases from HHNS. The frequency of tacrolimus-associated DKA and HHNS was found to be significantly higher compared to all other drugs. Specifically, HHNS was significantly associated with tacrolimus based on its ROR and IC. There were no significant differences in death and non-death cases in gender, age group, year of reporting and region of reporting.

CONCLUSION

Our study showed that DKA and HHNS were associated with tacrolimus use. Healthcare professionals should be aware of the possibility of DKA/HHNS following tacrolimus administration, as they were associated with an increased risk of mortality in transplant recipients.

The relationship between diabetic ketoacidosis and suicidal or self-injurious behaviour: A systematic review

Background

It has been suggested that there may be an association between type 1 diabetes (T1DM) and suicide, with one study reporting a rate 11 times that of the general population The aim of this paper was to investigate the association between Diabetic ketoacidosis (DKA: a life-threatening acute complication of T1DM) and suicidal behaviours in people with T1DM.

Methods

We performed a search of the following databases: PubMed, PsychInfo, and Embase for papers which explored the association between suicidal behaviours and self-harm with DKA in T1DM. We excluded case reports and review papers.

Results

Only three papers explored the relationship between DKA and self-harm. One study found an association between DKA and self-harm in a national cohort of people with type 1 diabetes and schizophrenia. The second found a significant increase in psychiatric admissions for self-harm following an episode of DKA. The third study reported that patients with diabetes and a history of self-harm were at elevated risk of a range of diabetes complications including DKA. These findings indicate an association between DKA and self-harm and support the guidelines in recommending a psychosocial assessment where DKA cannot be explained.

Conclusions

This review suggests that DKA is associated with suicidal or self-injurious behaviours. The small number of studies and the seriousness of this issue highlight the importance of further research on this topic, to improve the evidence base for the identification and treatment of risk of suicidal behaviours in people with T1DM.

Increased risk of death following recurrent ketoacidosis admissions: a Brazilian cohort study of young adults with type 1 diabetes

BACKGROUND

Recurrent DKA (rDKA) remains an acute type 1 diabetes complication even in post-insulin era. This study aimed to analyze the predictors and effects of rDKA on the mortality of patients with type 1 diabetes.

METHODS

Patients hospitalized (n = 231) wih diabetic ketoacidosis (between 2007 and 2018) were included. Laboratorial and clinical variables were collected. Mortality curves were compared in four groups: diabetic ketoacidosis as a new-onset type 1 diabetes (group A), single diabetic ketoacidosis episode after diagnosis of type 1 diabetes (group B), 2-5 diabetic ketoacidosis events (group C), and > 5 diabetic ketoacidosis events during follow-up period (group D).

RESULTS

During the follow-up period (approximately 1823 days), the mortality rate was 16.02% (37/231). The median age at death was 38.7 years. In the survival curve analysis, at 1926 days (5 years), the probabilities of death were indicated by ratios of 7.78%, 4.58%, 24.40%, and 26.63% in groups A, B, C, and D, respectively. One diabetic ketoacidosis episode compared with ≥ 2 events had a relative risk of 4.49 (p = 0.004) of death and > 5 events had 5.81 (p = 0.04). Neuropathy (RR 10.04; p < 0.001), retinopathy (relative risk 7.94; p < 0.01), nephropathy (RR 7.10; p < 0.001), mood disorders (RR 3.57; p = 0.002), antidepressant use (RR 3.09; p = 0.004), and statin use (RR 2.81; p = 0.0024) increased the risk of death.

CONCLUSIONS

Patients with type 1 diabetes with > 2 diabetic ketoacidosis episodes have four times greater risk of death in 5 years. Microangiopathies, mood disorders, and use of antidepressants and statins were important risk factors for short-term mortality.

SGLT-2 inhibitors and euglycemic diabetic ketoacidosis/diabetic ketoacidosis in FAERS: a pharmacovigilance assessment

AIMS

To investigate the main feature and the association between euglycemic diabetic ketoacidosis (euDKA) /diabetic ketoacidosis (DKA) and sodium-dependent glucose transporters 2 inhibitors (SGLT-2i) from the FDA adverse event reporting system (FAERS).

METHODS

Cases of SGLT-2i-associated with euDKA/DKA were extracted from the FAERS database and compared with the reports for other hypoglycemia agents (ATC10 class). Disproportionality analyses used the reporting odds ratio (ROR) and information components (IC). The lower limit of the IC 95% credibility interval for IC > 0 is considered a reported signal, with at least 3 cases.

RESULTS

A total of 10,195 cases of euDKA (n = 1680) and DKA (n = 8515) associated with SGLT-2i were identified from the FAERS. The SGLT-2i was associated with higher reporting of euDKA and DKA compared to other hypoglycemia agents (ROR = 16.69 [95% CI 14.89-18.70], IC = 3.27 [95% CI 2.91-3.66] for euDKA; ROR = 16.44 [95% CI 15.72-17.20], IC = 3.19 [95% CI 3.05-3.34] for DKA). In available data, the median onset time of euDKA/DKA was 31 days, and canagliflozin had the longest onset time (96.5 days for euDKA and 75 days for DKA) compared with dapagliflozin and empagliflozin (p < 0.05). Male patients predominate in euDKA (51.9%), and female patients predominate in DKA (53.7%). Most patients discontinue the treatment (95.5% for euDKA, 93.9% for DKA), and approximately 49.0% (n = 3658) of patients had symptomatic remission after discontinuation of SGLT-2i, and 2.3% (n = 173) of patients had no remission. About 75.6% (n = 6126) of patients need hospitalization after euDKA/DKA.

CONCLUSIONS

Post-marketing data showed that SGLT-2i was significantly associated with higher reporting of euDKA/DKA. Although euDKA/DKA is rare, clinicians should be aware of SGLT-2i-associated euDKA/DKA events.

Psychosocial factors associated with repeat diabetic ketoacidosis in people living with type 1 diabetes: A systematic review

AIM

To systematically review the literature concerning the psychosocial factors associated with repeat diabetic ketoacidosis for people living with type 1 diabetes.

METHODS

PsycInfo, Web of Science, CINAHL, PubMed and ASSIA were searched according to a registered study protocol (PROSPERO CRD42020167381). Data were extracted into a coding spreadsheet, and findings were synthesised narratively. Included papers were also subject to a quality assessment.

RESULTS

The search yielded 548 unique articles, of which 22 met inclusion criteria for this review. There was considerable variance across studies with regard to design, quality and outcome measured. Nevertheless, there was relatively consistent evidence to suggest that repeat diabetic ketoacidosis in type 1 diabetes is associated with female gender, adolescent to young adult age range, lower socio-economic status and poor mental health. Some evidence was also observed for the role of ethnicity and, for children and young people at least, family, social and behavioural issues. However, this was limited by issues of methodological rigour and scant investigation.

CONCLUSIONS

The review identified four psychosocial factors that appear to play a key role in the cycle of repeat diabetic ketoacidosis. Individuals with these factors present may benefit from targeted support and interventions by specialist healthcare professionals. Knowledge and understanding in this area would be considerably enhanced via increased use of prospective study designs and greater consistency in the operationalisation of variables across studies.

Relationship Between Bedside Ketone Levels and Time to Resolution of Diabetic Ketoacidosis: A Retrospective Cohort Study

INTRODUCTION

There is no information on the factors that influence the time required to induce resolution of diabetic ketoacidosis (DKA). New methods are currently available for bedside measurement of serum 3-hydroxybutyrate (3HB). The aim of this study was to determine the relationship between serum 3HB and the time to DKA resolution.

METHODS

We reviewed the medical records of patients with type 1 diabetes (T1D) and a history of DKA who were admitted to the Department of Pediatrics, Osaka City University Hospital, between November 2008 and October 2018. DKA resolution was defined as 3HB below 1.0 mmol/L as measured by a bedside ketone meter.

RESULTS

Data of 52 T1D-DKA episodes were analyzed (median age, 8.0 years; 20 male patients; 32 female patients; new T1D diagnosis, n = 13; established diagnosis, n = 39). In all cases, correction of serum 3HB was an important aspect of T1D management. The median time to DKA resolution (defined as the time from the start of insulin infusion until the fall of 3HB level to below 1.0 mmol/L) was 11 and 10 h in new and established T1D cases, respectively. 3HB on admission and the required insulin infusion dose per body weight, but not blood pH level on admission, correlated with time to DKA resolution. There was no relationship between blood pH level and 3HB on admission.

CONCLUSIONS

Our results showed that DKA resolution could be achieved within 10-11 h when DKA treatment is guided by bedside 3HB monitoring without any severe complications. Blood 3HB level is a potentially suitable marker for the severity and resolution of DKA.

Rising Rates and Widening Socioeconomic Disparities in Diabetic Ketoacidosis in Type 1 Diabetes in Scotland: A Nationwide Retrospective Cohort Observational Study

OBJECTIVE

Whether advances in the management of type 1 diabetes are reducing rates of diabetic ketoacidosis (DKA) is unclear. We investigated time trends in DKA rates in a national cohort of individuals with type 1 diabetes monitored for 14 years, overall and by socioeconomic characteristics.

RESEARCH DESIGN AND METHODS

All individuals in Scotland with type 1 diabetes who were alive and at least 1 year old between 1 January 2004 and 31 December 2018 were identified using the national register (N = 37,939). DKA deaths and hospital admissions were obtained through linkage to Scottish national death and morbidity records. Bayesian regression was used to test for DKA time trends and association with risk markers, including socioeconomic deprivation.

RESULTS

There were 30,427 DKA admissions and 472 DKA deaths observed over 393,223 person-years at risk. DKA event rates increased over the study period (incidence rate ratio [IRR] per year 1.058 [95% credibility interval 1.054-1.061]). Males had lower rates than females (IRR male-to-female 0.814 [0.776-0.855]). DKA incidence rose in all age-groups other than 10- to 19-year-olds, in whom rates were the highest, but fell over the study. There was a large socioeconomic differential (IRR least-to-most deprived quintile 0.446 [0.406-0.490]), which increased during follow-up. Insulin pump use or completion of structured education were associated with lower DKA rates, and antidepressant and methadone prescription were associated with higher DKA rates.

CONCLUSIONS

DKA incidence has risen since 2004, except in 10- to 19-year-olds. Of particular concern are the strong and widening socioeconomic disparities in DKA outcomes. Efforts to prevent DKA, especially in vulnerable groups, require strengthening.

Understanding developmental psychopathology in Type 1 diabetes through attachment, mentalisation and diabetes distress

This article examines the combined roles of attachment mentalisation and diabetes distress in the psychological development of young people with Type 1 diabetes (T1D). We use these ideas to unify the evidence for psychological variables affecting young people and their families and suggest how diabetes distress and mentalisation might be part of the pathways for development of psychiatric diagnoses.Attachment theory's central hypothesis is that a secure relationship with a care-giver in the early life of a child is essential to normal emotional and relational development, whilst diabetes distress is a well recognised phenomena of burden experienced by both child and parent in relation to the condition.We extend the ideas of attachment, into the psychological adaptation processes for young people at the time of diagnosis of T1D with emphasis on the function of the parent/caregiver in mentalising the experience of the child. We also connect our current understanding of diabetes distress to the associated increased risk for disorders of eating and personality in T1D.Using principles learnt in other areas of psychotherapeutic practice we end by suggesting interventions that could impact mental health and diabetes outcomes using the mentalisation model.

The psychopathology of recurrent diabetic ketoacidosis: A case-control study

BACKGROUND

Despite its poor prognosis, the psychological factors associated with recurrent diabetic ketoacidosis are poorly understood. In people with type 1 diabetes, we assessed for psychopathology in those with and without recurrent diabetic ketoacidosis (DKA).

METHOD

The design was a case-control study. Cases were defined as people with two or more DKA episodes in a 12-month period (recurrent DKA). Cases and controls were matched for gender and age. We compared groups for scores on Beck's Anxiety Inventory (BAI), Beck's Depression Inventory II, Difficulty in Emotion Regulation Scale (DERS), Experiences in Close Relationships-Revised, Standardised Assessment of Personality-Abbreviated Scale (SAPAS), Interpersonal Problem Inventory, Eating Disorder Examination Questionnaire and Problem Areas in Diabetes (PAID) using unpaired t-tests or Mann-Whitney U tests for parametric and non-parametric data, respectively. Correction was made for multiple testing.

RESULTS

In all, 23 cases and 23 controls were recruited with mean age 31.0 (11.4) years and 65.2% were men. Cases had higher HbA_1c levels than controls (101.1 (23.2) vs. 85.7 (21.7) mmol/mol, (p = 0.02)). Compared to controls, people with recurrent DKA had higher scores on the BAI (p = 0.004), PAID (p = 0.004), DERS (p = 0.001) and SAPAS (p < 0.001). Sixteen of 23 (69.6%) cases screened positive for a personality disorder compared to 6 of 23 (26.1%) controls.

CONCLUSIONS

People with recurrent DKA have elevated levels of anxiety and diabetes distress, greater difficulty with emotion regulation and personality dysfunction compared to matched controls.

Previous diabetic ketoacidosis as a risk factor for recurrence in a large prospective contemporary pediatric cohort: Results from the DPV initiative

OBJECTIVE

To assess the role of previous episodes of diabetic ketoacidosis (DKA) and their time-lag as risk factors for recurring DKA in youth with type 1 diabetes (T1D).

RESEARCH DESIGN AND METHODS

In a population-based analysis, data from 29,325 children and adolescents with T1D and at least 5 years of continuous follow-up were retrieved from the "Diabetes Prospective Follow-up" (DPV) multi-center registry in March 2020. Statistical analyses included unadjusted comparisons, logistic and negative binomial regression models.

RESULTS

Among 29,325 patients with T1D, 86.0% (n = 25,219) reported no DKA, 9.7% (n = 2,833) one, and 4.3% (n = 1,273) more than one episode, corresponding to a DKA rate of 4.4 [95% CI: 4.3-4.6] per 100 patient-years. Female sex, migratory background, higher HbA1c values, higher daily insulin doses, a lower glucose monitoring frequency, and less CGM usage were associated with DKA. In patients with a previous episode, the DKA rate in the most recent year was significantly higher than in patients with no DKA (17.6 [15.9-19.5] vs. 2.8 [2.7-3.1] per 100 patient-years; p < 0.001). Multiple DKAs further increased the recurrence rate. The risk for DKA in the most recent year was higher in patients with an episode in the preceding year than in patients with no previous DKA (OR: 10.0 [95% CI: 8.6-11.8]), and remained significantly elevated 4 years after an episode (OR: 2.3 [1.6-3.1]; p < 0.001).

CONCLUSIONS

Each episode of DKA is an independent risk factor for recurrence, even 4 years after an event, underlining the importance of a close follow-up after each episode.

Comparison of Combined Hemodialysis and Hemoperfusion with Hemoperfusion Alone in 106 Patients with Diabetic Ketoacidosis and Acute Renal Failure: A Retrospective Study from a Single Center in China

Background

Acute kidney injury with acute renal failure is associated with severe diabetic ketoacidosis. This retrospective study was conducted at a single center in China and aimed to compare combined hemodialysis and hemoperfusion (hemodialysis+hemoperfusion) with hemoperfusion alone in 106 patients with diabetic ketoacidosis and acute renal failure.

Material/Methods

The 106 patients were divided into 2 groups according to different dialysis programs, with 53 cases in each group. Hemodialysis was performed using a single-pass 4008S FX8 HeLix-One hollow fiber hemodialyzer (Fresenius Medical Care, St. Wendel, Germany). Hemoperfusion was performed using HA130 resin adsorbents.

Results

There were no significant differences in terms of sex, age, duration of diabetes, A1c, pH, and admission blood glucose between the 2 groups (P=0.54, 0.564, 0.53, 0.78, 0.82, 0.51). There were no significant differences in fasting blood glucose, blood urea nitrogen, osmotic pressure, and creatinine between the 2 groups before treatment (P=0.146, 0.978, 0.786, 0.983). After treatment, blood urea nitrogen and creatinine in the dual-treatment group were lower than in the control group, and the osmotic pressure was higher than that in the control group (P=0.000, 0.000, 0.000). The dual-treatment group experienced a lower prevalence of dizziness (5.7%), anemia (7.5%), bone pain (7.5%), hypertension (3.8%), and pruritus (5.7%) than the control group (P<0.05).

Conclusions

Compared with hemoperfusion alone, hemodialysis+hemoperfusion significantly reduced pruritus and anemia, improved renal function, and was associated with significantly fewer adverse events in patients with diabetic ketoacidosis and acute renal failure.

Genetically engineered pigs manifesting pancreatic agenesis with severe diabetes

INTRODUCTION

Pancreatic duodenum homeobox 1 (Pdx1) expression is crucial for pancreatic organogenesis and is a key regulator of insulin gene expression. Hairy and enhancer of split 1 (Hes1) controls tissue morphogenesis by maintaining undifferentiated cells. Hes1 encodes a basic helix loop helix (bHLH) transcriptional repressor and functionally antagonizes positive bHLH genes, such as the endocrine determination gene neurogenin-3. Here, we generated a new pig model for diabetes by genetic engineering Pdx1 and Hes1 genes.

RESEARCH DESIGN AND METHODS

A transgenic (Tg) chimera pig with germ cells carrying a construct expressing Hes1 under the control of the Pdx1 promoter was used to mate with wild-type gilts to obtain Tg piglets.

RESULTS

The Tg pigs showed perinatal death; however, this phenotype could be rescued by insulin treatment. The duodenal and splenic lobes of the Tg pigs were slender and did not fully develop, whereas the connective lobe was absent. β cells were not detected, even in the adult pancreas, although other endocrine cells were detected, and exocrine cells functioned normally. The pigs showed no irregularities in any organs, except diabetes-associated pathological alterations, such as retinopathy and renal damage.

CONCLUSION

Pdx1-Hes1 Tg pigs were an attractive model for the analysis of pancreatic development and testing of novel treatment strategies for diabetes.

What psychosocial interventions work to reduce hospital admissions in people with diabetes and elevated HbA1c : a systematic review of the evidence

BACKGROUND

Diabetes is a chronic condition that can lead to devastating complications if not managed effectively. Individuals with elevated HbA_1c are at higher risk of developing complications resulting in diabetes-related hospital admissions, an additional pressure and expense for healthcare systems.

AIM

To systematically review evidence of the effectiveness of psychosocial interventions among individuals with elevated HbA_1c , as indicated by hospital admissions.

METHODS

Electronic databases (MEDLINE, PsychINFO, CINAHL, AMED, Embase and Scopus) were used to identify studies systematically. Studies were screened against eligibility criteria and included if they evaluated the effectiveness of a psychosocial intervention on diabetes-related hospital admissions in individuals with elevated HbA_1c . Risk of bias was assessed using the Effective Public Health Practice Project Quality Assessment Tool for Quantitative Studies, and a narrative synthesis was conducted.

RESULTS

Of 15 362 studies, five were included in the review. Psychosocial interventions were found to significantly reduce diabetes-related hospital admissions in four of these studies and interventions involving psychotherapy in particular were found to reduce admissions. The methodological quality of studies ranged from weak to moderate, due to lack of blinding, weak study design and issues with withdrawals and drop-outs.

CONCLUSIONS

Psychosocial interventions may reduce diabetes-related hospital admissions in individuals with elevated HbA_1c ; however, due to variability in methodological rigour, the conclusion remains tentative. Further research targeting this group, particularly within the adult population, is recommended. (PROSPERO registration number: CRD42019133456).

Diabetic ketoacidosis

Diabetic ketoacidosis (DKA) is the most common acute hyperglycaemic emergency in people with diabetes mellitus. A diagnosis of DKA is confirmed when all of the three criteria are present - 'D', either elevated blood glucose levels or a family history of diabetes mellitus; 'K', the presence of high urinary or blood ketoacids; and 'A', a high anion gap metabolic acidosis. Early diagnosis and management are paramount to improve patient outcomes. The mainstays of treatment include restoration of circulating volume, insulin therapy, electrolyte replacement and treatment of any underlying precipitating event. Without optimal treatment, DKA remains a condition with appreciable, although largely preventable, morbidity and mortality. In this Primer, we discuss the epidemiology, pathogenesis, risk factors and diagnosis of DKA and provide practical recommendations for the management of DKA in adults and children.

Risk factors and prevention strategies for diabetic ketoacidosis in people with established type 1 diabetes

Diabetic ketoacidosis (DKA) is a serious acute complication of type 1 diabetes, which is receiving more attention given the increased DKA risk associated with SGLT inhibitors. Sociodemographic and modifiable risk factors were identified with strong evidence for an increased risk of DKA, including socioeconomic disadvantage, adolescent age (13-25 years), female sex, high HbA_1c, previous DKA, and psychiatric comorbidities (eg, eating disorders and depression). Possible prevention strategies, which include the identification of people at risk based on non-modifiable sociodemographic risk factors, are proposed. As a second risk mitigation strategy, structured diabetes self-management education that addresses modifiable risk factors can be used. Evidence has found that structured education leads to reduced DKA rates. Knowledge of these risk factors and potent risk mitigation strategies are important to identify subgroups of people with an elevated DKA risk. This knowledge should also be used when adjunct therapy options with an increased DKA risk are considered. Prevention of DKA in people with type 1 diabetes is an important clinical task, which should also be addressed when SGLT inhibitors are part of therapy.

Alcohol and illicit drug use in people with diabetes

As the prevalence of type 1 and type 2 diabetes increases and population-level patterns of alcohol and illicit drug use evolve, clinicians will continue to encounter people with diabetes whose substance use is affecting health outcomes. Substance use contributes substantially to the population-level prevalence of cardiovascular events, cerebrovascular events, cancers, mental health conditions, road trauma, and domestic violence. Alcohol and drug use also have a measurable effect on diabetes incidence and the development of both acute and chronic diabetes-related complications. In this Review, we examine the effect of alcohol and illicit drug use on people with type 1 or type 2 diabetes. We describe evidence for substance use as a risk factor for new-onset diabetes, prevalence of use in people with diabetes, evidence linking substance use with diabetes-related health outcomes, and evidence on the management of these co-occurring conditions.