Cited by 10Diabetes Management and ResearchPancreatic function and diabetesNeurological and metabolic disorders

Non-Diabetic Hypoglycemia: Evaluation and Management in Adults

Open access
Looi, Eugene, Lawler, Helen M.·2025·Journal of Clinical Medicine

Abstract

Hypoglycemia is defined by the presence of Whipple’s triad, which is (1) low plasma glucose concentration, (2) neurogenic and neuroglycopenic symptoms and/or signs, and (3) their resolution with normalization of plasma glucose concentration. Hypoglycemia in adult patients without diabetes is rare and much less common compared to patients with diabetes. Because of its rarity in the general adult population, recognition and treatment may be delayed. Our review provides a comprehensive summary of non-insulin-mediated and insulin-mediated hypoglycemia in adult patients without diabetes. It explores the pathophysiology of various causes of hypoglycemia and reviews diagnostic approaches such as clinical history, key biochemical findings, and other relevant diagnostic modalities that aid in distinguishing among the different causes, from non-insulin-mediated (e.g., critical illness) to insulin-mediated causes (e.g., post-bariatric hypoglycemia). Our aim is to present the most up-to-date information regarding the diagnosis and management of non-diabetic hypoglycemia to increase awareness and understanding of the condition and promote prompt recognition in patients to expedite diagnosis and treatment.

AI snapshot

Written from the paper’s full text.

TL;DR

Non-diabetic hypoglycemia in adults is rare but clinically important, defined by Whipple’s triad and divided into non-insulin-mediated and insulin-mediated causes. This narrative review summarizes pathophysiology, diagnostic strategies, and management for conditions ranging from malnutrition and critical illness to post-bariatric hypoglycemia and insulinoma.

Key findings

  • Non-diabetic hypoglycemia is uncommon: a six-year Finnish retrospective study found hypoglycemia-related emergency medical service encounters at only 1.1% (1082/100,000 persons per year). Symptoms in adults without diabetes tend to occur at an average blood glucose of 55 mg/dL.
  • Diagnostic accuracy is limited by home glucose monitoring: among 17 commercially available home glucometers, only 2 met the ISO standard, and accuracy decreased in the hypoglycemic range. CGMs can also produce falsely low readings due to compression, calibration errors, or infection.
  • Causes are categorized as non-insulin-mediated (malnutrition/starvation, alcohol, critical illness, adrenal insufficiency, glycogen storage diseases, non-islet cell tumor hypoglycemia, non-diabetic medications) and insulin-mediated (post-bariatric hypoglycemia, insulin autoimmune syndrome, insulin secretagogues/exogenous insulin, insulinoma, noninsulinoma pancreatogenous hypoglycemic syndrome).
  • Selected reported figures include: malnutrition in ~5–10% of community-dwelling adults >65 years and ~50% of nursing home residents; 48 g alcohol suppresses hepatic gluconeogenesis by up to 45%; critical illness hypoglycemia incidence ranges from 1.5% (<44 mg/dL) to almost 14% (<82 mg/dL); NICTH incidence is ~1/1,000,000, about 4× less than insulinoma; insulinoma annual incidence is <4 per million; and ~80% of insulin autoimmune syndrome cases spontaneously resolved after one–three months.

Methods

  • Design: narrative review of non-diabetic hypoglycemia in adults without diabetes.
  • Data/sample: no new data were created or analyzed; the authors synthesized published literature and clinical guidance on non-insulin-mediated and insulin-mediated hypoglycemia.
  • Main analysis: qualitative synthesis of pathophysiology, diagnostic approaches (history, biochemical findings, imaging, fasting tests, CGM/glucometer caveats), and management strategies, including a diagnostic algorithm and tables of causes, symptoms, glycogen storage diseases, and medications.

Limitations

  • The paper states that hypoglycemia in adults without diabetes is rare, may be underrecognized, and remains a diagnostic challenge; for some conditions, there is no standard of care and evidence is limited to case reports or case series (e.g., insulin autoimmune syndrome, factitious disorder).
  • Evident from the text: this is a narrative review without a described systematic search strategy or formal quality/risk-of-bias assessment.
  • Evident from the text: many management recommendations rely on observational studies, small case series, or ongoing trials rather than large randomized controlled trials; no original patient data are presented.

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Integrity signals

Registry

Crossref · 10.3390/jcm14134393

Cites

115 of 115 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

144 of 197 cited sources checked · 72 supported · 4 flagged · accuracy not yet measured

  • Premisecitation
    § 2.5.1. Glycogen Storage Disease Type 0 · p. 6

    GSD type 0 is caused by a lack of hepatic glycogen due to deficiency in glycogen synthase 1 (type 0a) or glycogen synthase 2 (type 0b), which catalyzes formation of an oligosaccharide primer essential for glycogen synthesis in the liver.

    “Unlike other types of GSDs, GSD type 0 is caused by a lack of-rather than accumulation of-hepatic glycogen. This disorder is caused by either a deficiency in glycogen synthase 1 (enzymatic isoform in cardiac and skeletal muscle; GSD type 0a) or a deficiency in glycogen synthase 2 (GSD type 0b), which catalyzes the formation of an oligosaccharide primer essential for glycogen synthesis in the liver”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [12] Ellingwood, 2018, Biochemical and Clinical Aspects of Glycogen Storage Diseases, J. Endocrinol. source

      The Type 0 section says glycogen storage is usually lacking in GSD type 0 and identifies GYS1 as primarily expressed in cardiac and skeletal muscle and GYS2 as mainly expressed in the liver. It does not give the 0a/0b labels. More importantly, “The biochemistry at a glance” says glycogenin produces the oligosaccharide primer; glycogen synthase extends an existing glucose chain rather than forming the primer. (LLM, conf=0.92)

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    • cites [35] Kanungo, 2018, Glycogen Metabolism and Glycogen Storage Disorders, Ann. Transl. Med. source

      The Clinical section supports depleted hepatic glycogen in GSD0a, but the paper’s GSD table assigns GYS2 to liver GSD0a and GYS1 to muscle GSD0b—the reverse of the claim. The Introduction also says glycogenin initiates the glucose primer, while glycogen synthase adds glucose to that core. The indexed passages provide no page numbers. (LLM, conf=0.90)

      Checked by a reasoning model — may be wrong.

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    • cites [36] 2023, Glycogen Storage Diseases: An Update, World J. Gastroenterol. source

      The GSD-0 section supports the claim that GSD-0 involves markedly reduced hepatic glycogen. But Table 1 (Introduction) assigns the subtypes the other way around: GSD-0a involves liver glycogen synthase (GYS2), while GSD-0b involves muscle glycogen synthase (GYS1). The cited passages do not describe formation of an oligosaccharide primer. (LLM, conf=0.90)

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  • Premisecitation
    § 2.2. Alcohol-Related Hypoglycemia · p. 4

    In patients with diabetes, alcohol ingestion is associated with a reduction in growth hormone levels, which may attenuate counterregulatory responses to hypoglycemia.

    “In addition, in patients with diabetes, studies have found that alcohol ingestion is associated with a reduction in growth hormone levels, which may attenuate counterregulatory responses to hypoglycemia [18].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [18] Kalaria, 2021, Literature Review: Drug and Alcohol-Induced Hypoglycaemia, J. Lab. Precis. Med. source
  • Premisecitation
    § 1. Introduction · p. 2

    Professional glucometers are held to a higher standard of accuracy than home glucometers.

    “This is because professional glucometers are held to a higher standard of accuracy [4].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [4] Sacks, 2023, Guidelines and Recommendations for Laboratory Analysis in the Diagnosis and Management of Diabetes Mellitus, Diabetes Care source
  • Premisecitation
    § 2.4. Adrenal Insufficiency · p. 5

    Adrenal insufficiency is a cause of hypoglycemia.

    “Adrenal insufficiency (AI) is another cause of hypoglycemia.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [30] Ngaosuwan, 2021, Increased Mortality Risk in Patients With Primary and Secondary Adrenal Insufficiency, J. Clin. Endocrinol. Metab. source

      The All-cause Mortality and diabetes-stratified mortality sections examine death rates in patients with adrenal insufficiency, not hypoglycemia. Searches for “hypoglycemia” and “low blood glucose” found no passage in our copy stating that adrenal insufficiency causes hypoglycemia. (LLM, conf=0.75)

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  • Premisecitation
    § 2.3. Critical Illness-Associated Hypoglycemia · p. 5

    This systemic overdrive accelerates glucose utilization that may outpace the body's gluconeogenic capacity.

    “This systemic overdrive accelerates glucose utilization that eventually may outpace the body's gluconeogenic capacity.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [23] Matsumoto, H., Ogura, H., Shimizu, K., Ikeda, M., Hirose, T., Matsuura, H., Kang, S., Takahashi, K., Tanaka, T., and Shimazu, T. (2018). The Clinical Importance of a Cytokine Network in the Acute Phase of Sepsis. Sci. Rep., 8. source

      The Introduction and Discussion describe a systemic inflammatory response and a cytokine network in sepsis, but do not address glucose utilization or gluconeogenic capacity. Searches for those terms and for glucose metabolism and hypoglycemia found no passage in our copy supporting the claimed metabolic effect; page numbers were not available. (LLM, conf=0.76)

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  • Classified as probably not a substantial claim. 28
  • The quote only partly states this claim. 1
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    Premisecitation
    § Abstract · p. 1

    In adult patients without diabetes, hypoglycemia is rare and much less common than in patients with diabetes.

    “Hypoglycemia in adult patients without diabetes is rare and much less common compared to patients with diabetes.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [2] Vihonen, 2018, Hypoglycaemia without Diabetes Encountered by Emergency Medical Services: A Retrospective Cohort Study, Scand. J. Trauma. Resusc. Emerg. Med. source

      The Background says hypoglycaemia is frequently observed in patients without diabetes, contrary to the claim that it is rare. The Abstract Results report that patients without diabetes accounted for 41.6% of hypoglycaemic EMS patients—fewer than patients with diabetes, but not much fewer. Page numbers are unavailable in our copy. (LLM, conf=0.88)

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    Premisecitation
    § 3.4. Insulinoma · p. 11

    The majority of insulinomas are sporadic, but ~5-10% are inherited as part of MEN1 syndrome, and even more as part of NF1 and tuberous sclerosis phenotype.

    “The majority of insulinomas are sporadic, but ~5-10% are inherited as part of multiple endocrine neoplasia type 1 (MEN1) syndrome, and even more as part of the neurofibromatosis type 1 and tuberous sclerosis phenotype [83,84].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [83] Perren, 2006, Pancreatic Endocrine Tumors Are a Rare Manifestation of the Neurofibromatosis Type 1 Phenotype: Molecular Analysis of a Malignant Insulinoma in a NF-1 Patient, Am. J. Surg. Pathol. source
    • cites [84] Kang, 2017, Insulinoma and Tuberous Sclerosis: A Possible Mechanistic Target of Rapamycin (mTOR) Pathway Abnormality?, J. Endocr. Soc. source

      The Discussion (page not provided) describes the MEN1–insulinoma association as well established but says insulinoma with tuberous sclerosis has been reported only sporadically, with five prior cases identified. That contradicts the claim that insulinomas occur even more often as part of the tuberous sclerosis phenotype than as part of MEN1. The paper does not provide the claimed 5–10% figure or address the NF1 comparison. (LLM, conf=0.88)

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    Premisecitation
    § 2.3. Critical Illness-Associated Hypoglycemia · p. 5

    Under normal conditions, proximal tubular cells participate in gluconeogenesis and generate ATP via fatty acid oxidation; when there is poor perfusion and decreased oxygen supply, intracellular metabolic pathways shift to glycolysis.

    “Under normal conditions, proximal tubular cells participate in gluconeogenesis and generate ATP via fatty acid oxidation. When there is poor perfusion and decreased oxygen supply, intracellular metabolic pathways shift to glycolysis, an anaerobic but inefficient method of ATP generation.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [28] Faivre, A., Verissimo, T., Auwerx, H., Legouis, D., and De Seigneux, S. (2021). Tubular Cell Glucose Metabolism Shift During Acute and Chronic Injuries. Front. Med., 8. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 2.3. Critical Illness-Associated Hypoglycemia · p. 5

    In critical illness, acute kidney injury is common, with rates up to 67%.

    “In the setting of critical illness, acute kidney injury is a common occurrence, with rates up to 67% [27].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [27] Girling, 2020, Acute Kidney Injury and Adverse Outcomes of Critical Illness: Correlation or Causation?, Clin. Kidney J. source
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    § 2.3. Critical Illness-Associated Hypoglycemia · p. 5

    There is some evidence that the shift to glycolysis in the kidney may be protective in times of stress but may contribute to the development of chronic kidney disease.

    “There is some evidence that, while this may be a protective response of the kidney in times of stress, this process may contribute to the development of chronic kidney disease (CKD) [28].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [28] Faivre, A., Verissimo, T., Auwerx, H., Legouis, D., and De Seigneux, S. (2021). Tubular Cell Glucose Metabolism Shift During Acute and Chronic Injuries. Front. Med., 8. source
  • May combine two claims.

    Premisecitation
    § 2.2. Alcohol-Related Hypoglycemia · p. 4

    Alcohol intake can impair cognitive function, resulting in decreased awareness of hypoglycemia symptoms, which may exacerbate its danger.

    “Furthermore, alcohol intake can impair cognitive function, resulting in decreased awareness of hypoglycemia symptoms, which may exacerbate its danger [20].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [20] Kerr, 1990, Alcohol Causes Hypoglycaemic Unawareness in Healthy Volunteers and Patients with Type 1 (Insulin-Dependent) Diabetes, Diabetologia source

      The Discussion reports that moderate alcohol intoxication slowed reaction time and reduced recognition of hypoglycaemia in both groups. It offers cognitive impairment as one possible explanation for the reduced awareness, rather than establishing that mechanism. It also notes that patients might consequently fail to take action. (LLM, conf=0.85)

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    Premisecitation
    § 1. Introduction · p. 1

    In adult patients without diabetes, hypoglycemic symptoms tend to occur at an average blood glucose level of 55 mg/dL.

    “In adult patients without diabetes, hypoglycemic symptoms tend to occur at an average blood glucose (BG) level of 55 mg/dL [1].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [1] Cryer, 2009, Evaluation and Management of Adult Hypoglycemic Disorders: An Endocrine Society Clinical Practice Guideline, J. Clin. Endocrinol. Metab. source
  • May combine two claims.

    Premisecitation
    § 2.3. Critical Illness-Associated Hypoglycemia · p. 5

    CKD is a risk factor for non-diabetic hypoglycemia, as reflected in significantly higher hypoglycemia rates in patients with CKD compared to patients without CKD (3.46 vs. 2.23/100 patient-months, p < 0.0001).

    “CKD is a risk factor for non-diabetic hypoglycemia, as reflected in significantly higher hypoglycemia rates in patients with CKD compared to patients without CKD (3.46 vs. 2.23/100 patient-months, p &lt; 0.0001) [29].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [29] Moen, 2009, Frequency of Hypoglycemia and Its Significance in Chronic Kidney Disease, Clin. J. Am. Soc. Nephrol. source
  • May combine two claims.

    Premisecitation
    § 2.4. Adrenal Insufficiency · p. 5

    The incidence of AI-related hypoglycemia is not well characterized, although the risk appears to be higher in primary compared to secondary AI.

    “However, the incidence of AI-related hypoglycemia is not well characterized, although the risk appears to be higher in primary compared to secondary AI [30].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [30] Ngaosuwan, 2021, Increased Mortality Risk in Patients With Primary and Secondary Adrenal Insufficiency, J. Clin. Endocrinol. Metab. source

      The Role of Adrenal Crisis in Increased Mortality section reports higher adrenal-crisis admission rates in primary than secondary adrenal insufficiency, but adrenal crisis is not the claimed outcome of hypoglycemia. A search of our copy for hypoglycemia found no passage characterizing its incidence or comparing its risk between the two groups. (LLM, conf=0.76)

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    § 1. Introduction · p. 2

    A study of 17 commercially available home glucometers found that only two met the ISO standard and that accuracy decreased when blood glucose was in the hypoglycemic range.

    “However, a study involving 17 commercially available home glucometers found that only two met the ISO standard and that accuracy decreased when BG was in the hypoglycemic range [5].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [5] Ekhlaspour, 2017, Comparative Accuracy of 17 Point-of-Care Glucose Meters, J. Diabetes Sci. Technol. source

      The Discussion reports that, among 17 meters, only two met the numerical accuracy criteria for ISO 15197:2013; seven met the criteria for ISO 15197:2003. It also cautions that the study did not follow ISO testing protocols, so its results do not establish whether the meters meet the standards under ISO testing. The Results report lower accuracy for every meter in the hypoglycemic range. (LLM, conf=0.89)

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    Premisecitation
    § 1. Introduction · p. 1

    In a six-year retrospective study in Finland, the rate of hypoglycemia-related emergency medical service encounters for non-diabetic hypoglycemia was 1.1% (1082/100,000 persons per year).

    “For instance, in a six-year retrospective study in Finland, the rate of hypoglycemia-related emergency medical service encounters for non-diabetic hypoglycemia was only 1.1% (1082/100,000 persons per year) [2].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [2] Vihonen, 2018, Hypoglycaemia without Diabetes Encountered by Emergency Medical Services: A Retrospective Cohort Study, Scand. J. Trauma. Resusc. Emerg. Med. source
  • May combine two claims.

    Premisecitation
    § 1. Introduction · p. 2

    CGMs measure interstitial fluid glucose that has diffused from capillaries into subcutaneous tissue and may indicate a falsely low blood glucose due to device compression, device calibration errors, and skin/soft tissue infections.

    “These devices measure interstitial fluid glucose that has diffused from the capillaries and into the subcutaneous tissue and may indicate a falsely low BG due to device compression, device calibration errors, and skin/soft tissue infections [4,6,7].”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [4] Sacks, 2023, Guidelines and Recommendations for Laboratory Analysis in the Diagnosis and Management of Diabetes Mellitus, Diabetes Care source

      The Continuous Glucose Monitoring Description/Introduction/Terminology section says CGMs measure interstitial glucose using a sensor under the skin, and Analytical Considerations advises checking readings that appear inaccurate. Our copy does not link falsely low readings to device compression, calibration errors, or skin and soft-tissue infections; searches for those causes found no supporting passage. It also does not describe glucose diffusing from capillaries into the subcutaneous tissue. (LLM, conf=0.86)

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    • cites [6] Mensh, 2013, Susceptibility of Interstitial Continuous Glucose Monitor Performance to Sleeping Position, J. Diabetes Sci. Technol. source
    • cites [7] Herrod, 2022, Continuous Glucose Monitoring for Diabetes: Potential Pitfalls for the General Physician, Clin. Med. source

      The section “What are continuous glucose monitoring devices?” says CGMs measure interstitial-fluid glucose and reports a case in which a soft-tissue infection was believed to cause falsely low readings (page unavailable). Our copy does not state that the glucose diffused from capillaries into subcutaneous tissue or identify device compression or calibration errors as causes of falsely low readings. (LLM, conf=0.87)

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    Premisecitation
    § 2.2. Alcohol-Related Hypoglycemia · p. 4

    In the setting of poor nutritional status or impaired hepatic function, glycogen stores are likely already depleted, leading to increased risk for hypoglycemia.

    “However, in the setting of poor nutritional status or impaired hepatic function, glycogen stores are likely already depleted, leading to an increased risk for hypoglycemia.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [18] Kalaria, 2021, Literature Review: Drug and Alcohol-Induced Hypoglycaemia, J. Lab. Precis. Med. source

      In “Role of hepatic auto-regulation” (page unavailable), the review says poor nutrition and impaired liver function increase the risk of alcohol-induced hypoglycaemia. It also says hypoglycaemia can occur after glycogen stores are used up, but does not say those stores are likely already depleted in either condition. The claimed explanation is therefore not fully supported. (LLM, conf=0.85)

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    § 2.3. Critical Illness-Associated Hypoglycemia · p. 5

    Maintaining adequate nutrition has been associated with improved patient outcomes.

    “Maintaining adequate nutrition has been associated with improved patient outcomes, and guidelines recommend that nutritional support be initiated within 48 h of admission to the intensive care unit [25].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [25] Jubina, 2023, Nutrition in the Intensive Care Unit and Early Recovery Influence Functional Outcomes for Survivors of Critical Illness: A Prospective Cohort Study, JPEN J. Parenter. Enter. Nutr. source
  • May combine two claims.

    Premisecitation
    § 2.2. Alcohol-Related Hypoglycemia · p. 4

    In a healthy individual without risk factors, alcohol usually does not cause hypoglycemia because it also stimulates hepatic glycogenolysis.

    “In a healthy individual without risk factors, this usually does not cause issues, as alcohol also stimulates hepatic glycogenolysis [18].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [18] Kalaria, 2021, Literature Review: Drug and Alcohol-Induced Hypoglycaemia, J. Lab. Precis. Med. source
  • May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 8

    There is no standard of care for NICTH management, and treatment is primarily targeted at tumor bulk resection.

    “Although there is no standard of care for NICTH management, treatment is primarily targeted at tumor bulk resection [42].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [42] Schovanek, 2019, Hypoglycemia as a Symptom of Neoplastic Disease, with a Focus on Insulin-like Growth Factors Producing Tumors, J. Cancer source
  • May combine two claims.

    Premisecitation
    § 2.5.5. Recent Updates in Management · p. 7

    When used as an adjunct to diet modification, MCT oil led to a significant reduction in hypoglycemia, triglycerides, and uric acid levels.

    “When used as an adjunct to diet modification, MCT oil led to a significant reduction in hypoglycemia, triglycerides, and uric acid levels [39].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [39] Subih, H.S., Qudah, R.A., Janakat, S., Rimawi, H., Elsahoryi, N.A., and Alyahya, L. (2024). Medium-Chain Triglyceride Oil and Dietary Intervention Improved Body Composition and Metabolic Parameters in Children with Glycogen Storage Disease Type 1 in Jordan: A Clinical Trial. Foods, 13. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 7

    NICTH has an estimated incidence of 1/1,000,000, which is approximately 4 times less than that of insulinomas.

    “Non-islet cell tumor hypoglycemia (NICTH) has an estimated incidence of 1/1,000,000, which is ~4x less than that of insulinomas [41,42].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source

      The Incidence and Epidemiology section reports an insulinoma incidence of 0.7–4 cases per million per year. Our copy does not give an incidence for non-islet cell tumor hypoglycemia (NICTH), so it does not establish either the claimed 1-per-million estimate or the approximately fourfold comparison. (LLM, conf=0.88)

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    • cites [42] Schovanek, 2019, Hypoglycemia as a Symptom of Neoplastic Disease, with a Focus on Insulin-like Growth Factors Producing Tumors, J. Cancer source

      The Introduction’s Clinical perspective section estimates NICTH incidence at one case per million. The cited paper discusses insulinomas but does not give an insulinoma incidence or state that NICTH is approximately four times less common; searches for that comparison and for four cases per million found no supporting passage. Page numbers are unavailable in our copy. (LLM, conf=0.86)

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    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 8

    Measurement of total IGF-II alone is not necessarily helpful, as total levels may be normal, while measurement of free or big IGF-II may not be commercially available.

    “Measurement of total IGF-II alone is not necessarily helpful, as total levels may be normal, while measurement of free or big IGF-II may not be commercially available [42].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [42] Schovanek, 2019, Hypoglycemia as a Symptom of Neoplastic Disease, with a Focus on Insulin-like Growth Factors Producing Tumors, J. Cancer source
  • May combine two claims.

    Premisecitation
    § 2.5.1. Glycogen Storage Disease Type 0 · p. 6

    GSD type 0 is characterized by impaired postprandial glycogen storage, leading to postprandial hyperglycemia but fasting ketotic hypoglycemia, with preserved gluconeogenesis.

    “This disease is characterized by impaired postprandial glycogen storage, leading to postprandial hyperglycemia but fasting ketotic hypoglycemia. Gluconeogenesis is preserved.”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [12] Ellingwood, 2018, Biochemical and Clinical Aspects of Glycogen Storage Diseases, J. Endocrinol. source

      The “Type 0: Glycogen Synthase Deficiency” section says that liver GYS2 deficiency prevents postprandial glycogen storage and can cause hyperglycemia; it also identifies fasting ketotic hypoglycemia as a typical feature. It does not say that gluconeogenesis is preserved in GSD type 0. The discussion of impaired gluconeogenesis concerns type I, not type 0. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [35] Kanungo, 2018, Glycogen Metabolism and Glycogen Storage Disorders, Ann. Transl. Med. source
    • cites [36] 2023, Glycogen Storage Diseases: An Update, World J. Gastroenterol. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 2.5.2. Glycogen Storage Disease Type Ia and Ib · p. 6

    GSD type Ib is characterized by neutropenia, susceptibility to infections, and inflammatory bowel disease.

    “This subtype is further characterized by neutropenia, susceptibility to infections, and inflammatory bowel disease.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [12] Ellingwood, 2018, Biochemical and Clinical Aspects of Glycogen Storage Diseases, J. Endocrinol. source

      The Type I section (page unavailable) says GSD type Ib patients can exhibit neutrophil dysfunction and an increased risk of inflammatory bowel disease. It does not specifically state neutropenia or increased susceptibility to infections; neutrophil dysfunction alone does not establish either claim. (LLM, conf=0.86)

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    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 8

    PI3K is an enzyme that activates protein kinase B (AKT), which regulates glucose metabolism.

    “PI3K is an enzyme that activates protein kinase B (AKT), which regulates glucose metabolism, among other intracellular functions [48].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [48] Huang, 2018, The PI3K/AKT Pathway in Obesity and Type 2 Diabetes, Int. J. Biol. Sci. source
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    § 2.5.2. Glycogen Storage Disease Type Ia and Ib · p. 6

    GSD type Ia is caused by deficiency in glucose-6-phosphatase α, which catalyzes the final common step of glycogenolysis and gluconeogenesis-the conversion of glucose-6-phosphate into glucose.

    “Also known as von Gierke disease, GSD Type Ia is caused by a deficiency in glucose-6-phosphatase α , which catalyzes the final common step of glycogenolysis and gluconeogenesis-the conversion of glucose-6-phosphate (G6P) into glucose.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [12] Ellingwood, 2018, Biochemical and Clinical Aspects of Glycogen Storage Diseases, J. Endocrinol. source
  • May combine two claims.

    Premisecitation
    § 2.5.5. Recent Updates in Management · p. 7

    MCT oil has been found to inhibit de novo lipogenesis and slow glucose uptake.

    “MCT oil has been found to inhibit de novo lipogenesis and slow glucose uptake [39].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [39] Subih, H.S., Qudah, R.A., Janakat, S., Rimawi, H., Elsahoryi, N.A., and Alyahya, L. (2024). Medium-Chain Triglyceride Oil and Dietary Intervention Improved Body Composition and Metabolic Parameters in Children with Glycogen Storage Disease Type 1 in Jordan: A Clinical Trial. Foods, 13. source
  • May combine two claims.

    Premisecitation
    § 2.5.3. Glycogen Storage Disease Type III · p. 7

    GDE deficiency results in accumulation of abnormal glycogen molecules and leads to hepatomegaly, fasting ketotic hypoglycemia, and significantly elevated hepatic transaminases and creatinine kinase, with preserved gluconeogenesis.

    “GDE deficiency results in accumulation of abnormal glycogen molecules and leads to hepatomegaly, fasting ketotic hypoglycemia, and significantly elevated hepatic transaminases and creatinine kinase. Like GSD type 0, gluconeogenesis is preserved.”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [12] Ellingwood, 2018, Biochemical and Clinical Aspects of Glycogen Storage Diseases, J. Endocrinol. source

      The Type III section (page unavailable) says GDE deficiency causes accumulation of abnormal glycogen with short outer chains. It also reports hepatomegaly, hypoglycemia, prominent fasting ketosis, elevated liver enzymes, and intact gluconeogenesis. However, it specifies significantly elevated creatine kinase for GSD type IIIa, not for all forms of GDE deficiency. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [35] Kanungo, 2018, Glycogen Metabolism and Glycogen Storage Disorders, Ann. Transl. Med. source

      The GSD type 3 Clinical and Metabolic findings and diagnosis sections describe GDE deficiency, abnormal glycogen accumulation, hepatomegaly, fasting hypoglycemia with ketosis, elevated liver enzymes, and elevated CK. The paper discusses promoting gluconeogenesis in GSD0a, but does not explicitly establish that gluconeogenesis is preserved in GSD3. Page numbers were not available in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [36] 2023, Glycogen Storage Diseases: An Update, World J. Gastroenterol. source

      The GSD-III section (page unavailable) links glycogen debranching enzyme deficiency to abnormal glycogen accumulation and reports hepatomegaly, ketotic hypoglycemia, markedly elevated hepatic transaminases, and intact gluconeogenesis. It reports elevated creatine kinase in 81%–94% of cases with muscle involvement, but does not establish significantly elevated creatine kinase as a general consequence of the deficiency. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 2.5. Glycogen Storage Diseases · p. 5

    Glycogen storage diseases have an incidence of <1 in 20,000, are mostly inherited in an autosomal recessive manner, and are characterized by impaired glycogenolysis resulting in glycogen accumulation.

    “Glycogen storage diseases (GSD) have an incidence of &lt;1 in 20,000). Most are inherited in an autosomal recessive manner and are characterized by impaired glycogenolysis resulting in the glycogen accumulation [12,35,36].”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [12] Ellingwood, 2018, Biochemical and Clinical Aspects of Glycogen Storage Diseases, J. Endocrinol. source

      The “Classical Glycogen Storage Diseases” section gives an incidence of <1:20,000 and says inheritance is autosomal recessive except for GSD type IX and Danon disease. It describes defects in glycogen synthesis, regulation, or degradation—not solely impaired glycogenolysis—and the “Type 0” section says glycogen storage is usually lacking in that subtype. Page numbers are not available in our copy. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites [35] Kanungo, 2018, Glycogen Metabolism and Glycogen Storage Disorders, Ann. Transl. Med. source

      The Genetics and epidemiology section describes several GSD types as autosomal recessive, supporting the inheritance statement. It gives 1 in 20,000 only as the suggested incidence of GSD1a in the Ashkenazi Jewish population, not as an overall incidence for GSDs. The Clinical section also describes GSD0a as causing a lack of hepatic glycogen storage, so impaired glycogenolysis with glycogen accumulation does not characterize every GSD. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [36] 2023, Glycogen Storage Diseases: An Update, World J. Gastroenterol. source

      The Introduction describes GSDs as inherited disorders of glycogen synthesis or degradation, and its Table 1 lists several autosomal recessive types. It does not give an overall incidence of less than 1 in 20,000; the incidence quoted in the GSD-I section applies only to that type. The claim that GSDs are characterized by impaired glycogenolysis and accumulation is too broad: the GSD-0 section describes impaired synthesis and markedly reduced glycogen stores. Page numbers are unavailable in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 2.4. Adrenal Insufficiency · p. 5

    Cortisol deficiency increases glucose oxidation and decreases endogenous glucose production.

    “Lastly, cortisol deficiency has been found to increase glucose oxidation and decrease endogenous glucose production [34].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [34] Christiansen, 2007, Effects of Cortisol on Carbohydrate, Lipid, and Protein Metabolism: Studies of Acute Cortisol Withdrawal in Adrenocortical Failure, J. Clin. Endocrinol. Metab. source
  • May combine two claims.

    Premisecitation
    § 2.5.4. Glycogen Storage Disease Type VI · p. 7

    GSD type VI leads to hepatomegaly, fasting ketotic hypoglycemia, and normal creatinine kinase, with preserved gluconeogenesis, and is considered to exhibit a milder disease course compared to other types.

    “This accumulation of hepatic glycogen leads to hepatomegaly, fasting ketotic hypoglycemia, but normal creatinine kinase. Like GSD type 0 and type III, gluconeogenesis is preserved, and management is similar. Of note, this form of GSD is considered to exhibit a milder disease course compared to other types.”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [12] Ellingwood, 2018, Biochemical and Clinical Aspects of Glycogen Storage Diseases, J. Endocrinol. source

      The Type VI section reports hepatomegaly, common ketotic hypoglycemia, normal creatine kinase, and a significantly more benign course than GSD type V. It does not explicitly state that gluconeogenesis is preserved or specify fasting as the setting for type VI hypoglycemia. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [35] Kanungo, 2018, Glycogen Metabolism and Glycogen Storage Disorders, Ann. Transl. Med. source

      The GSD type 6 section (page unavailable) reports hepatic glycogen accumulation, hepatomegaly, ketotic hypoglycemia, and that GSD6 is considered a milder disease, while noting that long-term complications are not well studied. The GSD6 metabolic-findings passage also describes ketotic hypoglycemia, but the retrieved GSD6 passages do not state that creatine kinase is normal or that gluconeogenesis is preserved; the normal-CK finding appears in a passage about a different GSD type. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [36] 2023, Glycogen Storage Diseases: An Update, World J. Gastroenterol. source
  • May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 8

    Glucocorticoids alleviate hypoglycemia by stimulating gluconeogenesis and suppressing production of big IGF-II.

    “Glucocorticoids alleviate hypoglycemia by stimulating gluconeogenesis and suppressing production of big IGF-II [43].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [43] Rikhof, 2007, Non-Islet Cell Tumour-Induced Hypoglycaemia: A Review of the Literature Including Two New Cases, Endocr. Relat. Cancer source

      The Glucocorticosteroids section says treatment seems to relieve hypoglycaemia by stimulating glyconeogenesis and suppressing big-IGF-II production. It qualifies the suppression as occurring “although not in all cases,” which the citing sentence omits. No page number is provided in our copy. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 2.5.2. Glycogen Storage Disease Type Ia and Ib · p. 6

    Impaired glucose production in GSD type Ia leads to fasting hypoglycemia in infants, hepatomegaly, hypertriglyceridemia, lactic acidosis, and hyperuricemia, which may later lead to chronic nephropathy.

    “This impaired glucose production leads to fasting hypoglycemia in infants, hepatomegaly, hypertriglyceridemia, lactic acidosis, and hyperuricemia, which may later lead to the development of chronic nephropathy [12].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [12] Ellingwood, 2018, Biochemical and Clinical Aspects of Glycogen Storage Diseases, J. Endocrinol. source
  • May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 8

    Alpelisib and copanlisib are FDA-approved medications for metastatic breast cancer and work by inhibiting phosphoinositide 3-kinase (PI3K).

    “Alpelisib and copanlisib are two FDA-approved medications for metastatic breast cancer and work by inhibiting phosphoinositide 3-kinase (PI3K) [47].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [47] Alkaissi, 2022, Duplication of AKT2 Gene in Ovarian Cancer: A Potentially Novel Mechanism for Tumor-Induced Hypoglycemia, Cureus source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 2.5.4. Glycogen Storage Disease Type VI · p. 7

    GSD type VI is caused by deficiency in hepatic glycogen phosphorylase, the principal enzyme in glycogenolysis that produces glucose-1-phosphate, which is subsequently converted to G6P and then into glucose.

    “Also known as Hers' disease, GSD Type VI is caused by a deficiency in hepatic glycogen phosphorylase, the principal enzyme in glycogenolysis that produces glucose1-phosphate, which subsequently is converted to G6P and then into glucose.”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [12] Ellingwood, 2018, Biochemical and Clinical Aspects of Glycogen Storage Diseases, J. Endocrinol. source
    • cites [35] Kanungo, 2018, Glycogen Metabolism and Glycogen Storage Disorders, Ann. Transl. Med. source

      The GSD type 6 section identifies Hers disease as a liver phosphorylase defect and says the enzyme forms glucose-1-phosphate from glycogen. The Introduction names phosphorylase among the enzymes involved in glycogen degradation, and the GSD1a Clinical section describes conversion of G6P to free glucose. Our copy does not explicitly call phosphorylase the principal enzyme or state the intermediate conversion from glucose-1-phosphate to G6P. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [36] 2023, Glycogen Storage Diseases: An Update, World J. Gastroenterol. source
  • May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 7

    Overall, hepatocellular carcinomas and stomach cancers are the most common causes of NICTH and comprise ~16% and 8% of cases, respectively.

    “Overall, hepatocellular carcinomas and stomach cancers are the most common causes of NICTH and comprise ~16% and 8% of cases, respectively.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [43] Rikhof, 2007, Non-Islet Cell Tumour-Induced Hypoglycaemia: A Review of the Literature Including Two New Cases, Endocr. Relat. Cancer source
  • May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 7

    There is a much larger pool of unbound big IGF-II compared to unbound IGF-II, and if bound, big IGF-II preferentially binds to IGFBP-2.

    “There is a much larger pool of unbound big IGF-II as compared to unbound IGF-II and if bound, big IGF-II preferentially binds to IGFBP-2.”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [42] Schovanek, 2019, Hypoglycemia as a Symptom of Neoplastic Disease, with a Focus on Insulin-like Growth Factors Producing Tumors, J. Cancer source

      The Introduction’s Pathophysiology section says big IGF-II binds IGFBP-2, forming smaller binary complexes. It also reports increased free IGF-II, but explicitly says that measurement did not distinguish free mature from free big IGF-II. It therefore does not establish that the unbound big IGF-II pool is much larger than the unbound mature IGF-II pool. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [44] Ma, 2005, A 67-Year-Old Woman with Recurrent Hypoglycemia: Non-Islet Cell Tumour Hypoglycemia, CMAJ source

      The discussion of IGF biochemistry (page not provided) says that big IGF-II binds poorly to IGFBP-3 and forms smaller complexes, leaving more IGF-II available. It does not compare the sizes of the unbound big IGF-II and unbound IGF-II pools, or say that big IGF-II preferentially binds IGFBP-2. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 2.4. Adrenal Insufficiency · p. 5

    Patients with AI are at increased risk for hypoglycemia because glucocorticoids are involved in the counterregulatory hormonal response to hypoglycemia and are required for appropriate adrenal medulla development and function, including catecholamine production.

    “First, glucocorticoids are involved in the counterregulatory hormonal response to hypoglycemia and are required for appropriate adrenal medulla development and function, including the production of catecholamines, which are also involved in the same response [32].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [32] Lee, S.C., Baranowski, E.S., Sakremath, R., Saraff, V., and Mohamed, Z. (2023). Hypoglycaemia in Adrenal Insufficiency. Front. Endocrinol., 14. source
  • May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 7

    These smaller binary complexes and the higher amount of free big IGF-II contribute to greater bioavailability, leading to fasting hypoglycemia by suppressing hepatic gluconeogenesis and glycogenolysis, increasing skeletal muscle and adipose tissue glucose uptake, and decreasing lipolysis.

    “These smaller, binary complexes and the higher amount of free big IGF-II contribute to greater bioavailability, leading to fasting hypoglycemia by suppressing hepatic gluconeogenesis and glycogenolysis, increasing skeletal muscle and adipose tissue glucose uptake, and decreasing lipolysis [42,44].”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [42] Schovanek, 2019, Hypoglycemia as a Symptom of Neoplastic Disease, with a Focus on Insulin-like Growth Factors Producing Tumors, J. Cancer source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [44] Ma, 2005, A 67-Year-Old Woman with Recurrent Hypoglycemia: Non-Islet Cell Tumour Hypoglycemia, CMAJ source

      Split into 2 atoms — 1 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 0 unverifiable, 1 not checked. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.1. Post-Bariatric Hypoglycemia · p. 9

    An oral glucose tolerance test is not an accurate test for diagnosing hypoglycemia and could lead to hypoglycemic seizures.

    “An oral glucose tolerance test is not recommended, as this could lead to hypoglycemic seizures and is not an accurate test for diagnosing hypoglycemia [49].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [49] Salehi, 2018, Hypoglycemia After Gastric Bypass Surgery: Current Concepts and Controversies, J. Clin. Endocrinol. Metab. source

      The Diagnostic Evaluation section says an oral glucose tolerance test should play no role in evaluating meal-induced hypoglycemia, particularly after gastrointestinal surgery, because low readings can occur without neuroglycopenia. It also warns that provocative meal tests risk severe hypoglycemia and identifies seizures as a possible symptom of hypoglycemia, but it does not specifically say that the oral glucose tolerance test causes seizures. The claim also omits the paper’s meal-induced and post-surgical context. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.1. Post-Bariatric Hypoglycemia · p. 9

    GLP-1RA use in PBH reduces glycemic variability and improves hypoglycemia frequency by saturating GLP-1Rs exogenously, which may prevent endogenous fluctuations.

    “GLP-1RA use in PBH is counterintuitive but has been found to reduce glycemic variability and improve hypoglycemia frequency by saturating the GLP-1Rs exogenously, which may prevent endogenous fluctuations [58].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [58] Llewellyn, 2023, The Efficacy of GLP-1RAs for the Management of Postprandial Hypoglycemia Following Bariatric Surgery: A Systematic Review, Obesity source

      The Introduction proposes that GLP-1RAs occupy receptors and may block peaks of endogenous GLP-1, potentially reducing glycemic variability and hypoglycemia. The review reports some improvements, but its Results also describe a study with no reduction in episode frequency. The claimed receptor mechanism is a theory, not an established explanation for the observed effects. Page numbers were not provided. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 3.1. Post-Bariatric Hypoglycemia · p. 8

    The hypothesis that nesidioblastosis is associated with PBH pathophysiology is controversial, as this histopathologic diagnosis has been made in patients with PBH.

    “The hypothesis that nesidioblastosis is associated with PBH pathophysiology is a controversial subject, as this histopathologic diagnosis has been made in patients with PBH [55].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [55] Dieterle, M.P., Husari, A., Prozmann, S.N., Wiethoff, H., Stenzinger, A., Röhrich, M., Pfeiffer, U., Kießling, W.R., Engel, H., and Sourij, H. (2023). Diffuse, Adult-Onset Nesidioblastosis/Non-Insulinoma Pancreatogenous Hypoglycemia Syndrome (NIPHS): Review of the Literature of a Rare Cause of Hyperinsulinemic Hypoglycemia. Biomedicines, 11. source
  • May combine two claims.

    Premisecitation
    § 3.1. Post-Bariatric Hypoglycemia · p. 8

    Prevalence of PBH is difficult to accurately ascertain because epidemiologic reports use different criteria to identify hypoglycemia, but hypoglycemic symptoms have been reported in approximately one third of patients after RYGB or sleeve gastrectomy.

    “Prevalence of PBH is difficult to accurately ascertain, as epidemiologic reports use different criteria to identify hypoglycemia, but hypoglycemic symptoms have been reported in approximately one third of patients after RYGB or sleeve gastrectomy [49].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [49] Salehi, 2018, Hypoglycemia After Gastric Bypass Surgery: Current Concepts and Controversies, J. Clin. Endocrinol. Metab. source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.1. Post-Bariatric Hypoglycemia · p. 8

    Patients with PBH experience a hyperinsulinemic response to meals, especially meals high in carbohydrates, leading to postprandial hypoglycemia and neuroglycopenic symptoms.

    “Patients experience a hyperinsulinemic response to meals, especially meals high in carbohydrates, leading to postprandial hypoglycemia and neuroglycopenic symptoms [49].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [49] Salehi, 2018, Hypoglycemia After Gastric Bypass Surgery: Current Concepts and Controversies, J. Clin. Endocrinol. Metab. source
  • May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 8

    Protease inhibitors used in the treatment of HIV competitively inhibit GLUT4, leading to decreased glucose uptake and transient insulin resistance, both of which may be beneficial to treat NICTH-induced hypoglycemia.

    “Lastly, protease inhibitors used in the treatment of HIV competitively inhibit GLUT4, leading to decreased glucose uptake and transient insulin resistance, both of which may be beneficial to treat NICTH-induced hypoglycemia [47].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [47] Alkaissi, 2022, Duplication of AKT2 Gene in Ovarian Cancer: A Potentially Novel Mechanism for Tumor-Induced Hypoglycemia, Cureus source
  • May combine two claims.

    Premisecitation
    § 3.1. Post-Bariatric Hypoglycemia · p. 9

    Avexitide phase II trial demonstrated a postprandial increase in glucose nadir, a reduction in insulin peak, and a reduction in rate of mild-severe hypoglycemic events.

    “Avexitide, a GLP-1R antagonist, is currently undergoing a phase III trial, with a completed phase II trial successfully demonstrating a postprandial increase in glucose nadir, a reduction in insulin peak, and a reduction in rate of mild-severe hypoglycemic events [66,67].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [66] Craig, 2021, PREVENT: A Randomized, Placebo-Controlled Crossover Trial of Avexitide for Treatment of Postbariatric Hypoglycemia, J. Clin. Endocrinol. Metab. source
    • cites [67] Amylyx (2024). Amylyx Pharmaceuticals Announces Pivotal Phase 3 LUCIDITY Trial Design for GLP-1 Receptor Antagonist (Avexitide) in Post-Bariatric Hypoglycemia, Amylyx.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 8

    Hyperglycemia is a notable side effect of PI3K inhibitors and occurs in up to 63% of patients.

    “Hyperglycemia is a notable side effect and occurs in up to 63% of patients [47].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [47] Alkaissi, 2022, Duplication of AKT2 Gene in Ovarian Cancer: A Potentially Novel Mechanism for Tumor-Induced Hypoglycemia, Cureus source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 3.1. Post-Bariatric Hypoglycemia · p. 9

    Uncooked corn starch can be added to meals to try to slow nutrient absorption.

    “Uncooked corn starch can be added to meals to try to slow nutrient absorption [56].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [56] Lembo, E., Lupoli, R., Ciciola, P., Creanza, A., Silvestri, E., Saldalamacchia, G., and Capaldo, B. (2018). Implementation of Low Glycemic Index Diet Together with Cornstarch in Post-Gastric Bypass Hypoglycemia: Two Case Reports. Nutrients, 10. source

      The Introduction describes uncooked cornstarch as slowly degraded and absorbed, and the Discussion says it was added to the patients’ diets. But the paper does not show that adding it to meals slows absorption of other nutrients; its case reports describe doses given in the morning, afternoon, or at bedtime. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.1. Post-Bariatric Hypoglycemia · p. 8

    Decreased insulin clearance, blunted glucagon responses, increased serotonin levels, altered bile acid metabolism, and changes in microbiome composition have been implicated in PBH pathophysiology.

    “Decreased insulin clearance, blunted glucagon responses, increased serotonin levels, altered bile acid metabolism, and changes in microbiome composition have also been implicated in the complex pathophysiology of PBH [49,53,54].”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [49] Salehi, 2018, Hypoglycemia After Gastric Bypass Surgery: Current Concepts and Controversies, J. Clin. Endocrinol. Metab. source

      The Pathophysiology of PBH section reports reduced insulin clearance and a diminished glucagon response to hypoglycemia after RYGB. Figure 3 in the Concluding Remarks also lists altered bile acid metabolism and the microbiome as potential contributors. Our copy does not mention increased serotonin levels, so that part of the attributed claim is unsupported. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [53] Salehi, 2014, Altered Islet Function and Insulin Clearance Cause Hyperinsulinemia in Gastric Bypass Patients with Symptoms of Postprandial Hypoglycemia, J. Clin. Endocrinol. Metab. source
    • cites [54] Ozturk, 2024, Postprandial Metabolomics Analysis Reveals Disordered Serotonin Metabolism in Post-Bariatric Hypoglycemia, J. Clin. Investig. source

      The Discussion reports increased meal-stimulated serotonin in PBH and says reduced counterregulatory responses may contribute to hypoglycemia. The Results report higher fasting taurocholate, but the Discussion says PBH-specific microbiome differences require further study. Our copy does not establish decreased insulin clearance or specifically blunted glucagon responses, so it supports only part of the attributed list. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.3. Insulin Secretagogue and Exogenous Insulin · p. 10

    Factitious use is a known cause of non-diabetic hypoglycemia and is more common in patients who have access to these medications or have a medical educational background.

    “For example, factitious use is a known cause of non-diabetic hypoglycemia and is more common in patients who have access to these medications or have a medical educational background [79].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [79] Yukina, 2022, Munchausen Syndrome with Factitious Hypoglycemia Due to Deliberate Insulin Analog Administration and Factitious Hyperglycemia in a Patient with Hypothyroidism, Clin. Diabetes Endocrinol. source
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 11

    Prognosis of indolent (nonmetastatic) insulinomas is excellent and survival rates range between 94 and 100%.

    “Prognosis of indolent (i.e., nonmetastatic) insulinomas is excellent and survival rates range between 94 and 100% [41].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 11

    Insulinomas are insulin-producing tumors that arise from pancreatic β-cells and have an annual incidence of <4 cases per million.

    “Insulinomas are insulin-producing tumors that arise from pancreatic β -cells and have an annual incidence of &lt;4 cases per million [41].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source

      The Incidence and Epidemiology section describes insulinomas as hormone-producing pancreatic neuroendocrine neoplasms and reports 0.7 to 4 cases per million per year, rather than strictly fewer than 4. The Pathology section says indolent insulinomas are closely related to normal β cells, but does not state that all insulinomas arise from β cells; it also describes aggressive insulinomas as resembling α cells. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 3.3. Insulin Secretagogue and Exogenous Insulin · p. 10

    Insulin has anabolic effects on skeletal muscle, making it an appealing but potentially dangerous performance enhancing drug for recreational bodybuilders.

    “Insulin has anabolic effects on skeletal muscle, which make it an appealing but potentially dangerous performance enhancing drug for recreational bodybuilders [80].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [80] Anderson, 2018, Use of Growth Hormone, IGF-I, and Insulin for Anabolic Purpose: Pharmacological Basis, Methods of Detection, and Adverse Effects, Mol. Cell Endocrinol. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 3.4. Insulinoma · p. 11

    Insulinomas appear to arise from genetic and epigenetic mutations.

    “These tumors appear to arise from genetic and epigenetic mutations [41].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source
  • May combine two claims.

    Premisecitation
    § 3.2. Insulin Autoimmune Syndrome · p. 10

    Immunosuppression with glucocorticoids, azathioprine, and rituximab have been found helpful in severe IAS, although use is mostly limited to case reports and long-term outcomes are unknown.

    “Immunosuppression with glucocorticoids, azathioprine, and rituximab have all been found to be helpful in severe cases, although their use is mostly limited to case reports, and long-term outcomes are unknown [73].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [73] Cappellani, 2020, Insulin Autoimmune Syndrome (Hirata Disease): A Comprehensive Review Fifty Years After Its First Description, Diabetes Metab. Syndr. Obes. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 3.3. Insulin Secretagogue and Exogenous Insulin · p. 10

    Sulfonylureas and meglitinides bind to different domains on sulfonylurea receptors expressed on pancreatic β-cells, promoting closure of KATP channels and subsequent insulin release.

    “These two classes bind to different domains on sulfonylurea receptors expressed on pancreatic β -cells, promoting closure of KATP channels and subsequent insulin release [18].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [18] Kalaria, 2021, Literature Review: Drug and Alcohol-Induced Hypoglycaemia, J. Lab. Precis. Med. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 3.4. Insulinoma · p. 11

    The most common mutation in insulinomas is an activating mutation in the YY1 gene, which is involved as a transcription activator of the insulin gene.

    “The most common is an activating mutation in the YY1 gene, which is involved as a transcription activator of the insulin gene [41].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 3.4. Insulinoma · p. 11

    Survival rates of patients with aggressive (metastatic) insulinomas are lower, ranging between 24 and 67%.

    “However, survival rates of patients with aggressive (i.e., metastatic) insulinomas are lower, ranging between 24 and 67% [41].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 11

    Most insulinomas are localized to the pancreas, but ~10-15% are metastatic.

    “Most of the time, they are localized to the pancreas, but ~10-15% are metastatic [41].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 12

    Indolent insulinomas tend to express GLP-1Rs, and GLP-1R PET scans have sensitivity 87% and specificity 94%.

    “As indolent insulinomas tend to express GLP-1Rs, this may be used to the clinician's advantage, and GLP-1R PET scans have reasonably high sensitivity and specificity (87% and 94%, respectively).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 11

    Classically, patients with insulinoma present with fasting hypoglycemia, but this is neither sensitive nor specific, as 20% may also experience postprandial hypoglycemia.

    “Classically, patients with an insulinoma present with fasting hypoglycemia. However, this is neither sensitive nor specific, as 20% may also experience postprandial hypoglycemia [41].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source

      The Diagnosis and Presentation section says symptoms occur mainly in the fasting state, but up to 20% of patients also described postprandial symptoms. This supports the usual presentation and the 20% figure, but the section does not establish that fasting hypoglycemia is neither sensitive nor specific for insulinoma. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 12

    Aggressive insulinomas preferentially express SSTR2 instead of GLP-1R, and SSTR-SPECT scans may be utilized.

    “In contrast, aggressive insulinomas preferentially express somatostatin receptor subtype 2 (SSTR2) instead of GLP-1R, and, in such cases, SSTR-SPECT scans may be utilized [41].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 12

    Sunitinib stabilized tumor growth after two years of treatment but worsened hypoglycemia, an effect attributed to enhanced glucose-dependent insulin secretion and reduced insulin clearance.

    “In one published by Chen and colleagues, sunitinib stabilized tumor growth after two years of treatment but was noted to worsen hypoglycemia, an effect attributed to the drug's ability to enhance glucosedependent insulin secretion and reduce insulin clearance [96-98].”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [96] Chen, 2013, Therapeutic Effect of Sunitinib Malate and Its Influence on Blood Glucose Concentrations in a Patient with Metastatic Insulinoma, Expert. Rev. Anticancer. Ther. source
    • cites [97] Lutz, 2017, Sunitinib Specifically Augments Glucose-Induced Insulin Secretion, Cell. Signal. source
    • cites [98] Thijs, 2016, The Early Effect of Sunitinib on Insulin Clearance in Patients with Metastatic Renal Cell Carcinoma, Brit J. Clin. Pharma source

      The Results and Discussion (pages unavailable in our copy) show reduced insulin clearance after one week of sunitinib and suggest that this could cause hypoglycemia in patients using insulin or insulin-secretion-stimulating drugs. The paper does not report tumor stabilization after two years or attribute hypoglycemia to enhanced glucose-dependent insulin secretion; its Discussion instead proposes compensatory reduction in pancreatic insulin release. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 12

    SSTR2 agonists such as octreotide and lanreotide reduce hypoglycemia and assist with tumor regression in insulinomas.

    “As insulinomas are known to express SSTR2, SSTR2 agonists such as octreotide and lanreotide have not only been shown to reduce hypoglycemia but also assist with tumor regression [92].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [92] Howarth, 2025, Managing Hypoglycaemia in Patients With Insulinoma—A Tertiary Centre Experience and Review of the Literature, Clin. Endocrinol. source
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 12

    The liver and lymph nodes are common sites of insulinoma metastasis, and liver metastases may be successfully treated with tumor resection, RFA, and chemoembolization.

    “The liver and lymph nodes are common sites of metastasis, and liver metastases may be successfully treated with tumor resection, RFA, and chemoembolization [89].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [89] Okabayashi, 2013, Diagnosis and Management of Insulinoma, World J. Gastroenterol. source

      The supplied copy’s “A prospective randomized clinical trial” section (p. 1) concerns intensive insulin therapy after hepatic resection, not insulinoma. Searches for insulinoma metastases, lymph nodes, RFA, and chemoembolization returned no passages addressing the claimed metastatic sites or treatments. The copy therefore cannot verify the citation. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 11

    95% of patients with insulinoma meet end-of-fast criteria by 48 h, but the fast may be extended to 72 h as 7% of patients with proven insulinomas developed hypoglycemia after 48 h.

    “Of note, it is helpful to know that 95% of patients with insulinoma meet end-of-fast criteria by 48 h, but the fast may be extended to 72 h as 7% of patients with proven insulinomas developed hypoglycemia after 48 h [87,88].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [87] Hirshberg, 2000, Forty-Eight-Hour Fast: The Diagnostic Test for Insulinoma, J. Clin. Endocrinol. Metab. source

      The Diagnostic testing section reports that 120 of 127 patients (94.5%) ended their fast within 48 hours, supporting the approximately 95% figure. But the seven patients who fasted longer had already met diagnostic glucose and insulin criteria by 48 hours; the Discussion recommends replacing the 72-hour fast with a 48-hour fast, not extending it because 7% first developed hypoglycemia afterward. Page numbers are not provided in our copy. (LLM, conf=0.91)

      Experimental — accuracy not yet measured
    • cites [88] Service, 2000, The Prolonged Fast, J. Clin. Endocrinol. Metab. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 3.4. Insulinoma · p. 11

    Patients with insulinoma may report weight gain, as insulin has anabolic properties and inhibits lipolysis and glycogenolysis.

    “Patients may report weight gain, as insulin has anabolic properties and inhibits lipolysis and glycogenolysis [86].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [86] Bahou, 2025, Diagnosis and Management of Benign Secreting Pancreatic Insulinoma: What’s New? 4 Case Report, Rare Tumors source

      The Clinical Presentation section (page unavailable) reports that all four patients with insulinoma reported weight gain, supporting the first part of the claim. The paper does not explain that weight gain through insulin’s anabolic properties or inhibition of lipolysis and glycogenolysis; the Discussion mentions glycogenolysis only in describing diazoxide treatment. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 12

    Everolimus downregulates insulin secretion by inhibition of the mTORC1/S6K pathway with subsequent improvement in hypoglycemia observed within 3-14 days of starting treatment.

    “Everolimus was found to downregulate insulin secretion by inhibition of the mTORC1/S6K pathway with subsequent improvement in hypoglycemia observed within 3-14 days of starting treatment [92].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [92] Howarth, 2025, Managing Hypoglycaemia in Patients With Insulinoma—A Tertiary Centre Experience and Review of the Literature, Clin. Endocrinol. source
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 12

    Concurrent use of Luthera with octreotide led to significant improvement in progression-free survival and mortality risk reduction compared to octreotide alone.

    “Concurrent use of this medication with octreotide led to significant improvement in progression-free survival and mortality risk reduction compared to octreotide alone [94].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [94] Strosberg, 2017, Phase 3 Trial of 177Lu-Dotatate for Midgut Neuroendocrine Tumors, N. Engl. J. Med. source

      The Methods (Trial Design) confirm that 177Lu-Dotatate was given with octreotide and compared with higher-dose octreotide alone. The Results (Efficacy) show significantly better progression-free survival and an estimated 60% lower risk of death, but the mortality finding came from an interim analysis that did not meet its prespecified significance threshold. The Discussion describes longer overall survival as a suggestion, not a confirmed benefit. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.5. Noninsulinoma Pancreatogenous Hypoglycemic Syndrome · p. 13

    72-hour fasts are expected to be negative in NIPHS, although there have been reports of positive testing.

    “Seventy-two hour fasts are expected to be negative, although there has been reports of positive testing in such patients [55].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [55] Dieterle, M.P., Husari, A., Prozmann, S.N., Wiethoff, H., Stenzinger, A., Röhrich, M., Pfeiffer, U., Kießling, W.R., Engel, H., and Sourij, H. (2023). Diffuse, Adult-Onset Nesidioblastosis/Non-Insulinoma Pancreatogenous Hypoglycemia Syndrome (NIPHS): Review of the Literature of a Rare Cause of Hyperinsulinemic Hypoglycemia. Biomedicines, 11. source
  • May combine two claims.

    Premisecitation
    § 3.5. Noninsulinoma Pancreatogenous Hypoglycemic Syndrome · p. 13

    Nesidioblastosis may be found in a wide variety of disorders and may occur without evidence of hyperinsulinemia or hypoglycemia.

    “Nesidioblastosis may be found in a wide variety of disorders and may occur without evidence of hyperinsulinemia or hypoglycemia [55].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [55] Dieterle, M.P., Husari, A., Prozmann, S.N., Wiethoff, H., Stenzinger, A., Röhrich, M., Pfeiffer, U., Kießling, W.R., Engel, H., and Sourij, H. (2023). Diffuse, Adult-Onset Nesidioblastosis/Non-Insulinoma Pancreatogenous Hypoglycemia Syndrome (NIPHS): Review of the Literature of a Rare Cause of Hyperinsulinemic Hypoglycemia. Biomedicines, 11. source
  • May combine two claims.

    Premisecitation
    § 3.5. Noninsulinoma Pancreatogenous Hypoglycemic Syndrome · p. 13

    Pancreatic β-cells appear to have a higher density of GLP-1R in NIPHS, which may augment insulin sensitivity and secretion.

    “Lastly, pancreatic β -cells appear to have a higher density of GLP-1R in this condition, which may augment insulin sensitivity and secretion [100].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [100] Demartin, 2022, Adult-Onset Nesidioblastosis: A Challenging Diagnosis Revealed by Glucagon-like-Peptide-1 Receptor Imaging, Endocrinol. Diabetes Metab. Case Rep. source

      The Discussion states that GLP-1R density in nesidioblastosis is higher than in the normal pancreas, supporting the receptor-density part of the claim. The paper does not say that this higher density augments insulin sensitivity or secretion; the Investigation reports increased insulin secretion after calcium stimulation, but does not link it to GLP-1R density. No page numbers are available in our copy. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.5. Noninsulinoma Pancreatogenous Hypoglycemic Syndrome · p. 13

    Functional imaging with 68Ga-DOTA-Exendin-4 PET/CT is less invasive and may be just as sensitive as selective arterial calcium stimulation testing (SACST) in differentiating between insulinomas and NIPHS.

    “More recent research suggests that functional imaging with 68Ga-DOTA-Exendin-4 PET/CT is less invasive and may be just as sensitive as selective arterial calcium stimulation testing (SACST) in differentiating between insulinomas vs. NIPHS [100].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [100] Demartin, 2022, Adult-Onset Nesidioblastosis: A Challenging Diagnosis Revealed by Glucagon-like-Peptide-1 Receptor Imaging, Endocrinol. Diabetes Metab. Case Rep. source

      The Discussion describes 68Ga-DOTA-exendin-4 PET/CT as noninvasive and suggests it could distinguish occult insulinoma from diffuse nesidioblastosis. It reports sensitivity of 94.6% for detecting insulinomas and 67–100% for SACST in localizing them, but does not establish that the two tests are equally sensitive at differentiating insulinoma from nesidioblastosis. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 3.5. Noninsulinoma Pancreatogenous Hypoglycemic Syndrome · p. 13

    NIPHS is considerably rarer than insulinomas with an estimated annual incidence of 0.5-5%.

    “The incidence of noninsulinoma pancreatogenous hypoglycemic syndrome (NIPHS) is difficult to ascertain, but is considerably rarer than insulinomas with an estimated annual incidence of 0.5-5% [55].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [55] Dieterle, M.P., Husari, A., Prozmann, S.N., Wiethoff, H., Stenzinger, A., Röhrich, M., Pfeiffer, U., Kießling, W.R., Engel, H., and Sourij, H. (2023). Diffuse, Adult-Onset Nesidioblastosis/Non-Insulinoma Pancreatogenous Hypoglycemia Syndrome (NIPHS): Review of the Literature of a Rare Cause of Hyperinsulinemic Hypoglycemia. Biomedicines, 11. source

      Section 6 (Epidemiology; page not supplied) describes NIPHS/nesidioblastosis as rarer than insulinoma and says its true incidence remains unknown. Its 0.5–5% figure is the estimated proportion of adult hyperinsulinemic hypoglycemia cases attributed to nesidioblastosis, not an annual incidence; the review instead estimates 2–20 cases per 100 million persons per year. (LLM, conf=0.91)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 12

    Approximately 30% of insulinomas are <1 cm and a small percentage can be multifocal.

    “Approximately 30% of insulinomas are &lt;1 cm and, as noted above, a small percentage can be multifocal [41].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Hofland, 2024, Approach to the Patient: Insulinoma, J. Clin. Endocrinol. Metab. source
  • May combine two claims.

    Interpretationreasoning
    § 1. Introduction · p. 1

    Due to its rarity in adult patients without diabetes, hypoglycemia in this population may be underrecognized and remains a diagnostic challenge.

    “Due to its rarity in adult patients without diabetes, hypoglycemia in this population may be underrecognized and remains a diagnostic challenge.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 2.3. Critical Illness-Associated Hypoglycemia · p. 5

    The kidney is responsible for approximately 40% of gluconeogenesis in the fasting state, occurring in the proximal tubules under hormonal regulation.

    “Although the liver has been well recognized as a major gluconeogenic organ, the kidney is responsible for ~40% of gluconeogenesis in the fasting state. This process occurs in the proximal tubules under hormonal regulation [26].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [26] Legouis, 2022, Renal Gluconeogenesis: An Underestimated Role of the Kidney in Systemic Glucose Metabolism, Nephrol. Dial. Transplant. source
  • May combine two claims.

    Premisecitation
    § 2.2. Alcohol-Related Hypoglycemia · p. 4

    In a study, 4% of patients with elevated blood alcohol level of 0.1% were found to be hypoglycemic, and the rate of hypoglycemia did not appear to differ between intoxicated and non-intoxicated patients.

    “In addition, another study found that 4% of patients with elevated blood alcohol level of 0.1% were found to be hypoglycemic and the rate of hypoglycemia did not appear to differ between intoxicated vs. non-intoxicated patients [17].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [17] Sporer, 1992, The Incidence of Ethanol-Induced Hypoglycemia, Am. J. Emerg. Med. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 1. Introduction · p. 1

    Symptoms of hypoglycemia can usually be categorized as neurogenic and neuroglycopenic.

    “Symptoms can usually be categorized as neurogenic and neuroglycopenic (Table 1) [3].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [3] Palani, 2023, Clinical Presentation and Diagnostic Approach to Hypoglycemia in Adults Without Diabetes Mellitus, Endocr. Pract. source
  • May combine two claims.

    Interpretationreasoning
    § 2.5.2. Glycogen Storage Disease Type Ia and Ib · p. 7

    The biochemical location of the enzymatic defect in GSD type Ia/Ib prevents conversion of amino acid substrates into glucose, and a high protein diet may predispose to worsening nephropathy.

    “A high protein diet is not recommended. This is due to the biochemical location of the enzymatic defect, which ultimately prevents conversion of amino acid substrates into glucose. Such a diet may predispose to worsening nephropathy.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 8

    NICTH tumors are often large (70% are >10 cm) and/or already disseminated where complete resection may not be possible.

    “These tumors are often large (70% are &gt;10 cm) and/or already disseminated where complete resection may not be possible [45].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [45] Fukuda, 2006, Clinical Features of Insulin-like Growth Factor-II Producing Non-Islet-Cell Tumor Hypoglycemia, Growth Horm. IGF Res. source
  • May combine two claims.

    Premisecitation
    § 2.6. Non-Islet Cell Tumor Hypoglycemia · p. 8

    In a study by Fukada and colleagues, an elevated IGF-II/IGF-I ratio >20 was found in 94% of patients with NICTH, while only 42% of patients had elevated IGF-II levels.

    “In a study published by Fukada and colleagues, an elevated IGF-II/IGF-I ratio &gt; 20 was found in 94% of patients with NICTH, while only 42% of patients had elevated IGF-II levels [45].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [45] Fukuda, 2006, Clinical Features of Insulin-like Growth Factor-II Producing Non-Islet-Cell Tumor Hypoglycemia, Growth Horm. IGF Res. source
  • May combine two claims.

    Premisecitation
    § 2.4. Adrenal Insufficiency · p. 5

    Lack of cortisol may augment insulin sensitivity, leading to increased glucose uptake, and nocturnal fasting hypoglycemia may occur because insulin sensitivity tends to be highest between 2-4 a.m.

    “Second, the lack of cortisol may augment insulin sensitivity, leading to increased glucose uptake. As a result, nocturnal fasting hypoglycemia may occur, as insulin sensitivity tends to be highest between the hours of 2-4 a.m. [33].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [33] Meyer, 2012, Nocturnal Hypoglycemia Identified by a Continuous Glucose Monitoring System in Patients with Primary Adrenal Insufficiency (Addison’s Disease), Diabetes Technol. Ther. source
  • May combine two claims.

    Premisecitation
    § 3.1. Post-Bariatric Hypoglycemia · p. 9

    Mizagliflozin led to a postprandial increase in glucose nadir, a reduction in peak glucose and insulin secretion, and a reduction in frequency of hypoglycemic events in treated participants.

    “In treated participants, it led to a postprandial increase in glucose nadir, a reduction in peak glucose and insulin secretion, and a reduction in frequency of hypoglycemic events [63].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [63] Vogenx, Inc. (2024). Vogenx Announces Positive Results from Second Phase 2 Study of Mizagliflozin in Post-Bariatric Hypoglycemia, Vogenx, Inc.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § 3.1. Post-Bariatric Hypoglycemia · p. 9

    Acarbose has been found to be an effective and affordable first option for PBH, although gastrointestinal side effects may limit patient tolerance.

    “Acarbose, an oral α -glucosidase inhibitor, slows carbohydrate digestion and absorption and has been found to be an effective and affordable first option, although gastrointestinal side effects may limit patient tolerance [57].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [57] Valderas, 2012, Acarbose Improves Hypoglycaemia Following Gastric Bypass Surgery Without Increasing Glucagon-Like Peptide 1 Levels, Obes. Surg. source
  • May combine two claims.

    Interpretationcitation
    § 3.2. Insulin Autoimmune Syndrome · p. 10

    IAA-insulin complexes spontaneously dissociate, leading to increased free circulating insulin, which causes late hypoglycemia.

    “However, these IAA-insulin complexes then spontaneously dissociate, leading to increased free circulating insulin, which then causes late hypoglycemia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § 3.2. Insulin Autoimmune Syndrome · p. 10

    The treatment plan for severe IAS involved bortezomib, lenalidomide, and dexamethasone for three-five cycles, followed by autologous stem cell transplant in one case and daratumumab as maintenance in the other.

    “The treatment plan involved the use of bortezomib, lenalidomide, and dexamethasone for three-five cycles, followed by an autologous stem cell transplant in one case and daratumumab as maintenance therapy in the other case.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [78] Askeland, 2025, Monoclonal Insulin Autoimmune Syndrome Successfully Treated with Plasma Cell Directed Therapy, Clin. Lymphoma Myeloma Leuk. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 3.2. Insulin Autoimmune Syndrome · p. 9

    Insulin autoimmune syndrome (IAS) is the third leading cause of hypoglycemia in Japan and is associated with HLA DRB1*0406, which is more prevalent in Asian populations.

    “Insulin autoimmune syndrome (IAS) is the third leading cause of hypoglycemia in Japan and has been associated with the presence of Human Leukocyte Antigen (HLA) DRB1*0406, which is more prevalent in Asian populations [72].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [72] Uchigata, 2000, Worldwide Differences in the Incidence of Insulin Autoimmune Syndrome (Hirata Disease) with Respect to the Evolution of HLA-DR4 Alleles, Human. Immunol. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 3.4. Insulinoma · p. 11

    Increased expression and activation of the mTOR pathway was discovered in insulinoma tumors and appears to be involved in upregulating tumor growth and insulin secretion.

    “Increased expression and activation of this pathway was discovered in insulinoma tumors and appears to be involved in upregulating tumor growth and insulin secretion [85].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [85] Zhan, 2012, Activated mTOR/P70S6K Signaling Pathway Is Involved in Insulinoma Tumorigenesis, J. Surg. Oncol. source
  • May combine two claims.

    Interpretationreasoning
    § 3.2. Insulin Autoimmune Syndrome · p. 10

    In IAS, insulin becomes inactive when bound by circulating IAA, leading initially to postprandial hyperglycemia due to low insulin bioavailability.

    “In response to a meal, insulin is produced but becomes inactive when bound by circulating IAA. This initially may lead to significant postprandial hyperglycemia due to low insulin bioavailability.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § 3.3. Insulin Secretagogue and Exogenous Insulin · p. 11

    Latest research in the management of factitious disorder is limited, with most data generated from case reports or case series.

    “Latest research in the management of factitious disorder is limited, with most data generated from case reports or case series [81].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [81] Liu, 2025, A Scoping Review of Treatment for Factitious Disorder (Imposed on Self), Psychiatry Res. Commun. source
  • May combine two claims.

    Premisecitation
    § 4. Non-Diabetic Medications · p. 14

    Indomethacin is associated with hypoglycemia in premature infants treated with IV indomethacin for PDA, but not usually in adults, and may even cause hyperglycemia.

    “Seen in premature infants treated with IV indomethacin for PDA * [103]. Not usually seen in adults, and may even cause hyperglycemia [104]”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [103] Lilien, 1985, Decreased Plasma Glucose Following Indomethacin Therapy in Premature Infants with Patent Ductus Arteriosus, Pediatr. Pharmacol.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [104] Romijn, 2000, Indomethacin Decreases Insulin Secretion in Patients with Type 2 Diabetes Mellitus, Metabolism source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 4. Non-Diabetic Medications · p. 14

    Glucagon induces hyperglycemia, which stimulates insulin secretion.

    “Induces hyperglycemia, which stimulates insulin secretion [113]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [113] Hashimoto, 2002, Safety and Efficacy of Glucagon as a Premedication for Upper Gastrointestinal Endoscopy—A Comparative Study with Butyl Scopolamine Bromide, Aliment. Pharmacol. Ther. source
  • The quote only partly states this claim.

    Premisecitation
    § 4. Non-Diabetic Medications · p. 14

    Cibenzoline causes hypoglycemia via β-cell KATP channel inhibition.

    “β -cell K ATP channel inhibition [112]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [112] Takada, 2000, The Relationship between Risk of Hypoglycemia and Use of Cibenzoline and Disopyramide, Eur. J. Clin. Pharmacol. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 4. Non-Diabetic Medications · p. 14

    Hypoglycemia may occur 90-120 min after glucagon administration.

    “May occur 90-120 min after administration [113]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [113] Hashimoto, 2002, Safety and Efficacy of Glucagon as a Premedication for Upper Gastrointestinal Endoscopy—A Comparative Study with Butyl Scopolamine Bromide, Aliment. Pharmacol. Ther. source
  • May combine two claims.

    Premisecitation
    § 4. Non-Diabetic Medications · p. 13

    In a systematic review by Murad and colleagues in 2009, 109 medications had very-low-to-low quality of evidence, no medications had high quality of evidence, and seven medications had moderate quality of evidence for association with hypoglycemia.

    “In a systematic review published by Murad and colleagues in 2009, they noted 109 medications with very-lowto-low quality of evidence, no medications with high quality of evidence, and seven medications with moderate quality of evidence [102].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [102] Murad, 2009, Drug-Induced Hypoglycemia: A Systematic Review, J. Clin. Endocrinol. Metab. source
  • May combine two claims.

    Premisecitation
    § 4. Non-Diabetic Medications · p. 14

    Unripe ackee fruit contains hypoglycin A and B, which are metabolized into MCPA, which inhibits fatty acid oxidation and impairs gluconeogenesis.

    “Hypoglycin Aand B are metabolized into MCPA *, which inhibits fatty acid oxidation and impairs gluconeogenesis [114]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [114] Katibi, 2015, Ackee Fruit Poisoning in Eight Siblings: Implications for Public Health Awareness, Am. J. Trop. Med. Hyg. source
  • May combine two claims.

    Premisecitation
    § 4. Non-Diabetic Medications · p. 14

    Jamaican vomiting sickness/toxic hypoglycemic syndrome is characterized by hypoglycemia, acidemia, liver injury, and severe vomiting, and in severe cases has led to seizures, coma, or death.

    “Jamaican vomiting sickness/toxic hypoglycemic syndrome, characterized by hypoglycemia, acidemia, liver injury, and severe vomiting. In severe cases, it has led to seizures, coma, or death [114]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [114] Katibi, 2015, Ackee Fruit Poisoning in Eight Siblings: Implications for Public Health Awareness, Am. J. Trop. Med. Hyg. source
95 of 95
  • The paper relies on this without support.

    Blood glucose levels in the 60s–70s mg/dL are normal in patients without diabetes.

    “Also, low BG alarms are programmed for patients with diabetes where BGs of 60s-70s are normal in patients without diabetes.”
  • The paper relies on this without support.

    Site placement and sleeping position may cause compression, leading to falsely low blood glucose readings on CGM.

    “Patients should be made aware that site placement and sleeping position may potentially cause compression, leading to falsely low BGs.”
  • The paper relies on this without support.

    No FDA-approved medication exists for treating PBH.

    “To date, there is no FDA-approved medication for use in treating PBH.”
  • The paper relies on this without support.

    PBH pathophysiology is not completely understood but appears to result from structural and functional changes.

    “PBH pathophysiology is not completely understood but appears to result from structural and functional changes.”
4 of 4

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • NIPHS incidence conflicts with the claim that it is rarer than insulinoma

    Minor

    The stated annual NIPHS incidence of 0.5-5% corresponds to at least 5,000 cases per million, yet the paper calls NIPHS considerably rarer than insulinoma, whose annual incidence it gives as fewer than 4 cases per million.

1 of 1

Cites

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2 of the 117 references couldn’t be matched to a known paper.

Cited by

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Authors
Looi, E., & Lawler, H. M.
Affiliations
University of Colorado Anschutz (US)
Corresponding author
Lawler, Helen M.
Venue
Journal of Clinical Medicine
Publisher
MDPI AG
Published
2025-06-20
Volume
14
Issue
13
Pages
4393
ISSN
2077-0383 (ISSN-L)
OpenAlex
W4411495323
Cited by
10
References
117
Citations by year
2026: 9 · 2025: 1
FWCI
6.06
Type
journal article
Language
en
Open access
Locations
  • Journal of Clinical Medicine (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion, cc-by)
Topics
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
  • Health Sciences › Medicine › Surgery › Pancreatic function and diabetes
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Neurological and metabolic disorders
Keywords
non-diabetic hypoglycemia, Whipple's triad, critical illness, post-bariatric hypoglycemia, hypoglycemia diagnosis, hypoglycemia management, adults

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-14.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-14.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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