Brittle Diabetes: A Structured Diagnostic Approach to Unexplained Glycemic Variability
Brittle Diabetes: A Structured Diagnostic Approach to Unexplained Glycemic Variability
Moving from a Judgmental Label to Clinical Clarity
Author Perspective: A comprehensive review for postgraduate internal medicine trainees
Dr Neeraj Manikath , claude.ai
Abstract
The term "brittle diabetes" has historically been used to describe patients with wide, unpredictable glycemic excursions that seem resistant to standard therapeutic interventions. Rather than representing a distinct pathophysiological entity, this pattern reflects a clinical syndrome with multiple identifiable underlying causes. This review provides a systematic approach to diagnosing and managing these challenging cases, emphasizing the importance of ruling out factitious disorder, gastroparesis, hormonal comorbidities, and psychosocial barriers before labeling a patient as having truly "brittle" diabetes.
Keywords: Glycemic variability, brittle diabetes, factitious hypoglycemia, gastroparesis, diagnostic approach
Introduction
The concept of "brittle diabetes" emerged in the 1940s to describe patients with diabetes experiencing severe, unpredictable glucose fluctuations that disrupted daily life and resisted conventional management. The term itself carries a judgmental undertone, often implying that the patient is somehow "difficult" or "noncompliant." However, modern diabetology recognizes that extreme glycemic variability nearly always has an identifiable cause—whether medical, pharmacological, or psychosocial.
The prevalence of true brittle diabetes, once thought to affect 1-3% of insulin-dependent patients, has declined dramatically with advances in insulin analogs, continuous glucose monitoring (CGM), and insulin pump technology. What remains are cases where clinicians have not yet identified the root cause of instability. This article provides a structured diagnostic framework to systematically approach these patients, validating both the patient's experience and the clinician's frustration while offering a clear path forward.
The Clinical Phenotype: Recognizing the Pattern
Pearl #1: Before diving into complex workups, ensure you're truly dealing with problematic glycemic variability and not just normal physiological variation captured by CGM.
Patients with genuinely concerning glycemic instability typically present with:
- Glucose swings exceeding 200-300 mg/dL within hours without clear precipitants
- Recurrent severe hypoglycemia requiring third-party assistance
- Unpredictable glucose responses to identical meals and insulin doses
- Coefficient of variation (CV) >36% on CGM data
- Frequent emergency department visits or hospitalizations for hypo- or hyperglycemia
Oyster: The widespread adoption of CGM has made us aware of glucose variability that was previously invisible. A CV of 25-36% may cause anxiety but doesn't necessarily represent pathological instability requiring aggressive investigation.
Rule Out Factitious First: The Elephant in the Room
The Uncomfortable Truth
Factitious hypoglycemia and fabricated hyperglycemia account for a significant minority of "brittle diabetes" cases, particularly in healthcare workers or patients with secondary gain from illness. While uncomfortable to consider, failure to identify factitious disorder leads to unnecessary investigations, inappropriate treatments, and perpetuation of illness behavior.
Diagnostic Approach
The C-peptide Gold Standard: When a patient presents with documented hypoglycemia (glucose <55 mg/dL with symptoms):
- Simultaneously measure: glucose, insulin, C-peptide, proinsulin, and beta-hydroxybutyrate
- Pearl #2: In exogenous insulin administration (factitious), you'll see:
- Low C-peptide (<0.6 ng/mL)
- High insulin levels
- Low or suppressed beta-hydroxybutyrate
- Insulin:C-peptide ratio >1 (normally <1)
Hack: Consider screening sulfonylurea and meglitinide levels if C-peptide is inappropriately elevated during hypoglycemia, as these agents can also be used factitiously.
Clinical Clues to Factitious Disorder
- Healthcare profession or access to medications
- Hypoglycemia occurring only when patient is alone
- Resistance to observed insulin administration or supervised care
- Dramatic symptomatic presentation inconsistent with glucose readings
- Psychiatric comorbidity or history of other factitious disorders
Management Considerations: This diagnosis requires sensitivity and psychiatric consultation. Direct confrontation rarely helps; instead, frame the conversation around "stress-induced insulin sensitivity" or "treatment adjustments" while engaging mental health professionals.
References:
- Grunberger G, et al. Factitious hypoglycemia due to surreptitious administration of insulin. Ann Intern Med. 1988;108(2):252-257.
- Service FJ. Classification of hypoglycemic disorders. Endocrinol Metab Clin North Am. 1999;28(3):501-517.
The "Gut" Check: Gastroparesis as a Primary Driver
Pathophysiology and Prevalence
Gastroparesis affects up to 40% of patients with longstanding type 1 diabetes and 30% of those with type 2 diabetes. The delayed and erratic gastric emptying creates a fundamental mismatch between insulin action timing and nutrient absorption, resulting in postprandial hypoglycemia followed by late hyperglycemia.
Pearl #3: Gastroparesis should be your first thought in any patient with:
- Postprandial hypoglycemia 2-3 hours after meals
- Unexplained hyperglycemia 4-6 hours post-meal
- Nausea, early satiety, or bloating
- Wide glycemic excursions despite careful carbohydrate counting
Diagnostic Workup
Standard Approach:
- Gastric emptying scintigraphy (4-hour study) remains the gold standard
- Abnormal if >60% retention at 2 hours or >10% at 4 hours
- Oyster: Acute hyperglycemia itself delays gastric emptying, so ensure glucose <275 mg/dL before testing to avoid false positives
Emerging Technology:
- Wireless motility capsules provide ambulatory assessment
- CGM pattern recognition: Look for the "double hump" pattern—early dip, then late spike
Management Strategies
Pharmacological:
- Metoclopramide (10 mg before meals): First-line but limited by tardive dyskinesia risk
- Domperidone (10-20 mg QID): Effective but requires FDA exemption in United States
- Erythromycin (40-250 mg TID): Develops tachyphylaxis within weeks
- Prucalopride: Emerging data for diabetic gastroparesis
Hack: Use ultra-rapid acting insulins (Fiasp, Lyumjev) or inhaled insulin (Afrezza) given mid-meal or even post-meal in severe gastroparesis to better match delayed absorption.
Nutritional Modifications:
- Small, frequent meals with lower fat and fiber content
- Liquid or pureed consistency during symptomatic periods
- Consider gastric electrical stimulation for refractory cases
References: 3. Camilleri M, et al. Clinical guideline: management of gastroparesis. Am J Gastroenterol. 2013;108(1):18-37. 4. Bharucha AE, et al. Diabetic gastroparesis. Endocr Rev. 2019;40(5):1318-1352.
The "Hormonal Rollercoaster": Endocrine and Autoimmune Comorbidities
Celiac Disease: The Silent Saboteur
Prevalence: 4-9% of type 1 diabetes patients have celiac disease, compared to 1% in the general population.
Mechanism of Glycemic Instability:
- Villous atrophy causes erratic carbohydrate absorption
- Malabsorption leads to unpredictable postprandial glucose patterns
- Untreated celiac increases insulin resistance paradoxically
Screening and Diagnosis:
- Tissue transglutaminase IgA antibody (tTG-IgA) with total IgA level
- Pearl #4: Check IgA level simultaneously—IgA deficiency occurs in 2-3% of celiac patients and causes false-negative tTG results
- If positive, confirm with small bowel biopsy before dietary changes
Clinical Impact: Studies show gluten-free diet improves glycemic control within 3-6 months, reducing insulin requirements by 15-30%.
References: 5. Barker JM, et al. Clinical characteristics of celiac disease in type 1 diabetes: a prospective study. Pediatr Diabetes. 2005;6(2):69-73. 6. Pham-Short A, et al. Screening for celiac disease in type 1 diabetes: a systematic review. Pediatrics. 2015;136(1):e170-e176.
Addison's Disease: The Great Masquerader
Prevalence: Occurs in 0.5-2% of type 1 diabetes patients as part of autoimmune polyglandular syndrome.
Clinical Presentation:
- Recurrent unexplained hypoglycemia (reduced gluconeogenesis and cortisol-mediated insulin antagonism)
- Decreasing insulin requirements over time
- Hyperpigmentation, salt craving, fatigue, hypotension
- Hyponatremia and hyperkalemia
Diagnostic Approach:
- 8 AM cortisol <3 μg/dL is highly suggestive
- ACTH stimulation test: Cortisol <18 μg/dL at 60 minutes confirms diagnosis
- Check ACTH level (elevated in primary adrenal insufficiency)
- Hack: In patients with recurrent hypoglycemia despite insulin dose reduction, check a morning cortisol before pursuing expensive investigations
Management: Hydrocortisone replacement (15-25 mg daily in divided doses) dramatically stabilizes glucose control within days to weeks.
References: 7. Erichsen MM, et al. Clinical, immunological, and genetic features of autoimmune primary adrenal insufficiency. J Clin Endocrinol Metab. 2009;94(12):4882-4890. 8. Hahner S, et al. Epidemiology of adrenal crisis in chronic adrenal insufficiency. Eur J Endocrinol. 2015;172(3):277-285.
Thyroid Disorders
Hyperthyroidism:
- Accelerates insulin clearance and increases hepatic glucose production
- Increases insulin resistance
- Look for tachycardia, tremor, weight loss, heat intolerance
Hypothyroidism:
- Delays insulin absorption from subcutaneous sites
- Slows gastric emptying
- Can present with hypoglycemia due to reduced clearance
Pearl #5: Check TSH and free T4 annually in all type 1 diabetes patients as part of routine screening, and whenever glycemic control deteriorates unexpectedly.
Menstrual Cycle Effects: The Overlooked Variable
Physiological Changes:
- Luteal phase (days 14-28): Progesterone increases insulin resistance by 15-30%
- Follicular phase: Improved insulin sensitivity
- This creates predictable but significant glucose variability in premenopausal women
Management Strategies:
- Pattern recognition using CGM and menstrual tracking apps
- Increase basal insulin by 10-20% during luteal phase
- Adjust insulin:carbohydrate ratios accordingly
- Consider extended-cycle oral contraceptives to reduce hormonal fluctuations
References: 9. Brown SA, et al. Effects of the menstrual cycle on glucose control in women with type 1 diabetes. Diabetes Care. 2015;38(Suppl 1):S1-S2. 10. Trout KK, et al. Menstrual cycle effects on insulin sensitivity in women with type 1 diabetes. Diabetes Care. 2007;30(10):2376-2378.
Social and Psychological Factors: The Hidden Curriculum
Eating Disorders: A Dangerous Intersection
Epidemiology:
- Eating disorders affect 20-30% of young women with type 1 diabetes
- "Diabulimia" (insulin omission for weight control) occurs in 10-15% of females with type 1 diabetes
- Binge eating disorder is increasingly recognized in type 2 diabetes
Clinical Recognition:
- Erratic glucose control in otherwise knowledgeable patients
- Unexplained high HbA1c despite reported adherence
- Weight concerns and body image issues
- Recurrent DKA in type 1 diabetes
- Oyster: Male patients with eating disorders are often missed—maintain high clinical suspicion regardless of gender
Diagnostic Approach:
- Diabetes Eating Problem Survey-Revised (DEPS-R) screening tool
- SCOFF questionnaire for general eating disorder screening
- Look for discordance between reported insulin doses and prescription refill patterns
- Check insulin pump or pen download data for intentional under-dosing
Management: Requires multidisciplinary care including:
- Endocrinology
- Psychiatry or psychology specialized in eating disorders
- Dietitian with diabetes expertise
- Family involvement when appropriate
Hack: Frame conversations around "getting the most out of your insulin" rather than accusatory questioning about omission. This therapeutic alliance is crucial for engagement.
References: 11. Young V, et al. Eating problems in adolescents with type 1 diabetes. Diabetes Care. 2013;36(6):1580-1586. 12. Goebel-Fabbri AE, et al. Insulin restriction and associated morbidity and mortality in women with type 1 diabetes. Diabetes Care. 2008;31(3):415-419.
Financial Barriers and Insulin Insecurity
The Scope of the Problem:
- 25-30% of Americans with diabetes report cost-related medication non-adherence
- Insulin rationing leads to erratic dosing patterns and apparent "brittleness"
- Patients may use expired insulin, share insulin, or take inappropriate doses to stretch supplies
Clinical Clues:
- Inconsistent glucose patterns without clear cause
- Patient appears knowledgeable but control is poor
- Reluctance to discuss insulin dosing specifics
- Missing appointments due to inability to afford copays
Pearl #6: Directly but compassionately ask: "Are there times when you've had to skip or reduce insulin doses because of cost?" This simple question often reveals the underlying issue.
Solutions:
- Patient assistance programs from insulin manufacturers
- 340B pharmacy programs for eligible patients
- Generic insulin options (though less physiologic)
- Sliding scale fee clinics
- Connection with social work services
References: 13. Herkert D, et al. Cost-related insulin underuse among patients with diabetes. JAMA Intern Med. 2019;179(1):112-114. 14. Litchman ML, et al. State of the science on insulin affordability. Curr Diab Rep. 2019;19(12):152.
Diabetes Distress and Burnout
Definition: Diabetes distress represents the emotional burden of living with diabetes, distinct from clinical depression but equally impactful on self-care and glycemic outcomes.
Manifestations:
- Disengagement from diabetes care
- Erratic blood glucose monitoring
- Inconsistent insulin dosing
- Apparent "brittleness" due to behavioral variability
Assessment Tools:
- Problem Areas in Diabetes (PAID) scale
- Diabetes Distress Scale (DDS)
- Hack: A single question—"How burned out are you feeling about your diabetes?"—correlates well with formal assessment
Intervention:
- Acknowledge and validate the difficulty of diabetes management
- Simplify regimens when possible
- Consider technology (CGM, automated insulin delivery) to reduce burden
- Referral to diabetes-specialized mental health professionals
References: 15. Fisher L, et al. Diabetes distress but not clinical depression or depressive symptoms is associated with glycemic control in both cross-sectional and longitudinal analyses. Diabetes Care. 2010;33(1):23-28. 16. Polonsky WH, et al. Assessing psychosocial distress in diabetes. Diabetes Care. 2005;28(3):626-631.
A Systematic Workup Protocol: The 5-Point Checklist
When confronted with apparent brittle diabetes, proceed systematically through this framework:
Point 1: Verify True Instability
- Review CGM data for ≥14 days
- Calculate coefficient of variation (target <36%)
- Document frequency of severe hypoglycemia (<54 mg/dL) and hyperglycemia (>250 mg/dL)
- Assess time in range (target 70-180 mg/dL for >70% of time)
- Hack: Use the "AGP report" (Ambulatory Glucose Profile) from CGM devices for standardized variability assessment
Point 2: Rule Out Factitious Disorder
During next documented hypoglycemia episode:
- ✓ Simultaneous glucose, insulin, C-peptide, beta-hydroxybutyrate
- ✓ If C-peptide elevated: sulfonylurea and meglitinide screen
- ✓ Review insulin vial/pen disposal patterns
- ✓ Consider observed insulin administration for pattern assessment
Point 3: Evaluate Gastrointestinal Function
- ✓ Clinical assessment for gastroparesis symptoms
- ✓ Gastric emptying study if symptoms present
- ✓ CGM pattern analysis for delayed postprandial peaks
- ✓ Trial of metoclopramide if high clinical suspicion
Point 4: Screen for Hormonal and Autoimmune Comorbidities
First-tier screening (all patients):
- ✓ TSH, free T4
- ✓ Tissue transglutaminase IgA + total IgA
- ✓ 8 AM cortisol if recurrent hypoglycemia
- ✓ Document menstrual cycle relationship in premenopausal women
Second-tier (based on clinical suspicion):
- ✓ ACTH stimulation test if cortisol <10 μg/dL
- ✓ Growth hormone/IGF-1 if acromegaly suspected
- ✓ 21-hydroxylase antibodies if Addison's suspected
Point 5: Address Psychosocial and Economic Factors
- ✓ Screen for eating disorders (DEPS-R)
- ✓ Assess diabetes distress (PAID or DDS)
- ✓ Directly address insulin affordability
- ✓ Review medication regimen complexity
- ✓ Evaluate family/social support systems
- ✓ Consider referral to social work and/or diabetes psychology
Pearl #7: Don't pursue all investigations simultaneously. The systematic approach not only improves diagnostic yield but also demonstrates to the patient that their concerns are being taken seriously.
Technology-Based Solutions for Persistent Variability
After addressing underlying causes, technology can dramatically reduce variability:
Continuous Glucose Monitoring
- Real-time alerts prevent severe excursions
- Pattern recognition guides insulin adjustments
- Coefficient of variation improved by 20-30% in most studies
Automated Insulin Delivery (AID) Systems
- "Hybrid closed-loop" systems (e.g., Tandem Control-IQ, Omnipod 5, Medtronic 780G)
- Time in range improves to 70-80% in previously unstable patients
- Reduces fear of hypoglycemia and diabetes distress
- Hack: Even patients with identified underlying causes benefit from AID technology while addressing root problems
Emerging Technologies
- Ultra-rapid insulins (Fiasp, Lyumjev) reduce postprandial excursions
- Dual-hormone systems (insulin + glucagon) in development
- Artificial intelligence-based decision support systems
References: 17. Brown SA, et al. Six-month randomized, multicenter trial of closed-loop control in type 1 diabetes. N Engl J Med. 2019;381(18):1707-1717. 18. Bergenstal RM, et al. Safety of a hybrid closed-loop insulin delivery system in patients with type 1 diabetes. JAMA. 2016;316(13):1407-1408.
Case-Based Learning: Putting It All Together
Case 1: The Healthcare Worker
Presentation: 28-year-old female nurse with type 1 diabetes for 12 years presenting with recurrent severe hypoglycemia requiring paramedic assistance 3-4 times monthly. Episodes occur both at work and home, glucose as low as 25 mg/dL, yet recovers rapidly. CGM shows dramatic variability (CV 48%).
Workup: During one episode, simultaneous labs showed glucose 32 mg/dL, insulin 156 μIU/mL (markedly elevated), C-peptide <0.2 ng/mL (suppressed), and beta-hydroxybutyrate 0.4 mmol/L (low).
Diagnosis: Factitious hypoglycemia from exogenous insulin administration.
Management: Psychiatry consultation diagnosed borderline personality disorder with illness fabrication for attention. Structured diabetes care with observed insulin administration and intensive psychotherapy led to resolution.
Case 2: The Frustrated Patient
Presentation: 35-year-old male with type 1 diabetes for 20 years, HbA1c ranging 7.8-11.2% despite apparent good knowledge and insulin pump therapy. Frequent postprandial hypoglycemia followed by rebound hyperglycemia.
Workup: Gastroparesis symptoms (early satiety, bloating) led to gastric emptying study showing 45% retention at 4 hours. Celiac screening positive for tTG-IgA; biopsy confirmed Marsh 3b villous atrophy.
Diagnosis: Gastroparesis and celiac disease.
Management: Gluten-free diet and metoclopramide 10 mg before meals. Switched to ultra-rapid insulin analogs taken mid-meal. Three months later: HbA1c 7.1%, CV reduced from 42% to 28%, and patient-reported dramatic improvement in quality of life.
Case 3: The Adolescent Mystery
Presentation: 16-year-old female with type 1 diabetes for 5 years, previously well-controlled (HbA1c 6.8-7.2%), now presenting with erratic control (HbA1c 10.5%) and two DKA admissions. Parents frustrated, describing her as "non-compliant."
Workup: DEPS-R screening strongly positive for eating disorder symptoms. Pump download revealed consistent under-bolusing for meals and frequent basal rate reductions. Patient eventually disclosed insulin omission for weight control.
Diagnosis: Diabulimia (insulin omission eating disorder).
Management: Multidisciplinary team approach with diabetes psychology, family therapy, and endocrinology. Gradual restoration of appropriate insulin dosing with intensive psychological support. Eighteen months later: HbA1c 7.4%, healthy relationship with food and insulin, attending college successfully.
Clinical Pearls Summary
- Always verify true instability before extensive workup—CGM has made us aware of normal physiological variation
- C-peptide with simultaneous insulin during hypoglycemia is the key to diagnosing factitious disorder
- Gastroparesis should be suspected in any patient with postprandial hypoglycemia followed by late hyperglycemia
- Check total IgA when screening for celiac disease to avoid false-negatives from IgA deficiency
- Morning cortisol is an inexpensive screen for Addison's disease in patients with recurrent hypoglycemia
- Ask directly about insulin affordability—patients rarely volunteer this information
- Systematic approach demonstrates respect for patient's experience and builds therapeutic alliance
Oysters (Clinical Traps) to Avoid
- Assuming CGM-detected variability always requires intervention (CV 25-36% may be normal)
- Missing factitious disorder due to reluctance to consider the diagnosis
- Performing gastric emptying studies during hyperglycemia (causes false positives)
- Overlooking menstrual cycle effects in premenopausal women with unexplained variability
- Attributing glycemic instability to "non-compliance" without assessing for eating disorders or financial barriers
- Failing to recognize male patients with eating disorders (often missed demographic)
- Pursuing exotic diagnoses before addressing basic psychosocial factors
Hacks for Clinical Practice
- The "mid-meal bolus": For gastroparesis patients, give ultra-rapid insulin halfway through the meal or even after eating
- The "luteal phase adjustment": Increase basal insulin by 15-20% on day 14-28 of menstrual cycle automatically
- The "one question screen": "Are there times you've had to skip insulin because of cost?" opens doors to financial discussions
- The "AGP report trick": Use the standardized Ambulatory Glucose Profile from CGM devices rather than raw data dumps
- The "observed dose trial": One week of observed insulin administration can quickly identify factitious disorder or confirm appropriate dosing
- The "burnout question": "On a scale of 1-10, how burned out are you about your diabetes?" correlates with formal distress scales
- The "technology bridge": While investigating underlying causes, implement automated insulin delivery to improve quality of life immediately
Conclusion: From Label to Solution
The term "brittle diabetes" should be retired from modern diabetology. When clinicians encounter patients with extreme glycemic variability, a systematic diagnostic approach reveals identifiable, treatable causes in the vast majority of cases. By ruling out factitious disorders, identifying gastroparesis and hormonal comorbidities, and addressing psychosocial and economic barriers, we validate both the patient's frustrating experience and provide a clear path to improved outcomes.
The key paradigm shift is moving from viewing these patients as "difficult" or "non-compliant" to recognizing that unexplained glucose variability represents a diagnostic challenge requiring methodical investigation. This approach respects patient dignity, enhances the therapeutic alliance, and ultimately improves both glycemic control and quality of life.
As educators, we must teach our trainees not to accept "brittle" as a diagnosis but rather as a call to action—a clinical syndrome demanding our most thoughtful, systematic, and compassionate care.
Key References for Further Reading
- Grunberger G, et al. Factitious hypoglycemia due to surreptitious administration of insulin. Ann Intern Med. 1988;108(2):252-257.
- Service FJ. Classification of hypoglycemic disorders. Endocrinol Metab Clin North Am. 1999;28(3):501-517.
- Camilleri M, et al. Clinical guideline: management of gastroparesis. Am J Gastroenterol. 2013;108(1):18-37.
- Bharucha AE, et al. Diabetic gastroparesis. Endocr Rev. 2019;40(5):1318-1352.
- Barker JM, et al. Clinical characteristics of celiac disease in type 1 diabetes. Pediatr Diabetes. 2005;6(2):69-73.
- Pham-Short A, et al. Screening for celiac disease in type 1 diabetes: a systematic review. Pediatrics. 2015;136(1):e170-e176.
- Erichsen MM, et al. Clinical, immunological, and genetic features of autoimmune primary adrenal insufficiency. J Clin Endocrinol Metab. 2009;94(12):4882-4890.
- Hahner S, et al. Epidemiology of adrenal crisis in chronic adrenal insufficiency. Eur J Endocrinol. 2015;172(3):277-285.
- Brown SA, et al. Effects of the menstrual cycle on glucose control in women with type 1 diabetes. Diabetes Care. 2015;38(Suppl 1):S1-S2.
- Trout KK, et al. Menstrual cycle effects on insulin sensitivity in women with type 1 diabetes. Diabetes Care. 2007;30(10):2376-2378.
- Young V, et al. Eating problems in adolescents with type 1 diabetes. Diabetes Care. 2013;36(6):1580-1586.
- Goebel-Fabbri AE, et al. Insulin restriction and associated morbidity and mortality in women with type 1 diabetes. Diabetes Care. 2008;31(3):415-419.
- Herkert D, et al. Cost-related insulin underuse among patients with diabetes. JAMA Intern Med. 2019;179(1):112-114.
- Litchman ML, et al. State of the science on insulin affordability. Curr Diab Rep. 2019;19(12):152.
- Fisher L, et al. Diabetes distress but not clinical depression is associated with glycemic control. Diabetes Care. 2010;33(1):23-28.
- Polonsky WH, et al. Assessing psychosocial distress in diabetes. Diabetes Care. 2005;28(3):626-631.
- Brown SA, et al. Six-month randomized, multicenter trial of closed-loop control in type 1 diabetes. N Engl J Med. 2019;381(18):1707-1717.
- Bergenstal RM, et al. Safety of a hybrid closed-loop insulin delivery system. JAMA. 2016;316(13):1407-1408.
Suggested Reading for Trainees
- Tattersall RB. Brittle diabetes revisited: the Third Arnold Bloom Memorial Lecture. Diabet Med. 1997;14(2):99-110. [Historical perspective]
- Pickup JC, et al. Glycaemic control in type 1 diabetes during real time continuous glucose monitoring compared with self monitoring of blood glucose: meta-analysis. BMJ. 2011;343:d3805.
- American Diabetes Association. Standards of Medical Care in Diabetes—2024. Diabetes Care. 2024;47(Suppl 1):S1-S321. [Annual updates]
This review is intended for educational purposes for postgraduate medical trainees and should not replace individualized clinical judgment. All treatment decisions should be made in consultation with the patient and based on their specific clinical circumstances.
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