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Hypoglycemia in Type 2 Diabetes

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Zammitt, Nicola N., Frier, Brian M.·2005·Diabetes Care

Abstract

The importance of strict glycemic control to limit the risk of diabetic vascular complications is indisputable, but many barriers obstruct its attainment. Hypoglycemia is recognized to be a major limitation in achieving good control in type 1 diabetes (1) but has been considered to be a minor problem of the treatment modalities used for type 2 diabetes (2). This may be a misperception based on inadequate information. The burden of covert hypoglycemia associated with oral antidiabetic agents may be underestimated, and with the increasing use of insulin to treat type 2 diabetes, the actual prevalence of hypoglycemia is likely to escalate. The frequency and pathophysiology of hypoglycemia in type 2 diabetes and the relationship to different therapies was reviewed by conducting a literature search using the bibliographic database PubMed to identify publications in English from 1984 until 2005 related to hypoglycemia associated with treatment of type 2 diabetes, and the bibliographies of relevant articles were scrutinized for additional citations. Search terms included “type 2 diabetes,” “NIDDM,” “non-insulin-dependent diabetes,” “hypoglycemia,” and “hypoglycaemia.” ### Normal physiological responses to hypoglycemia The human brain primarily uses glucose as its source of energy. Under normal conditions, the brain is unable to synthesize or store glucose and is exquisitely vulnerable to glucose deprivation. To protect the integrity of the brain, several physiological mechanisms hav…

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Crossref · 10.2337/diacare.28.12.2948

Cites

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Claims the paper makes

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  • Premisecitation

    A Canadian study implicated attenuation of autonomic activation as the cause of the diminished symptomatic response to hypoglycemia in older nondiabetic subjects.

    “A Canadian study (15) comparing symptom responses to hypoglycemia in 10 young (5 male, aged 25-30 years) and 9 older nondiabetic subjects (5 male, aged 67-84 years) implicated attenuation of autonomic activation as the cause of the diminished symptomatic response.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [15] Meneilly GS, Cheung E, Tuokko H: Altered responses to hypoglycemia of healthy elderly people. J Clin Endocrinol Metab 78: 1341–1348,1994 source

      Not checked in the free run.

  • Premisecitation

    In older subjects, symptoms and cognitive dysfunction occurred almost simultaneously at 3.0 ± 0.2 mmol/l (54 ± 4 mg/dl).

    “symptoms and cognitive dysfunction occurred almost simultaneously at 3.0 Ϯ 0.2 mmol/l (54 Ϯ 4 mg/dl) in the older subjects (13)”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [13] Matyka K, Evans M, Lomas J, Cranston I, Macdonald I, Amiel SA: Altered hierarchy of protective responses against severe hypoglycemia in normal aging in healthy men. Diabetes Care 20: 135–141,1997 source

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  • Premisecitation

    Symptoms are generated at arterialized blood glucose concentrations around 2.8-3.2 mmol/l (50-58 mg/dl).

    “Symptoms are generated at arterialized blood glucose concentrations around 2.8 -3.2 mmol/l (50 -58 mg/dl)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [11] Deary IJ, Hepburn DA, MacLeod KM, Frier BM: Partitioning the symptoms of hypoglycaemia using multi-sample confirmatory factor analysis. Diabetologia 36: 771–777,1993 source

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  • Premisecitation

    The difference between these glycemic thresholds is approximately 1.0 mmol/l (18 mg/dl).

    “The difference between these glycemic thresholds is ϳ1.0 mmol/l (18 mg/dl).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [5] Mitrakou A, Ryan C, Veneman T, Mokan M, Jenssen T, Kiss I, Durrant J, Cryer P, Gerich J: Hierarchy of glycemic thresholds for counterregulatory hormone secretion, symptoms and cerebral dysfunction. Am J Physiol 266: E67–E74,1991 source

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  • Premisecitation

    A modest attenuation of blood glucose recovery from hypoglycemia may occur in older nondiabetic adults, in whom the rise in plasma epinephrine is slower than in younger subjects.

    “A modest attenuation of blood glucose recovery from hypoglycemia may occur in older nondiabetic adults, in whom the rise in plasma epinephrine is slower than in younger subjects (22).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [22] Marker JC, Cryer PE, Clutter WE: Attenuated glucose recovery from hypoglycemia in the elderly. Diabetes 41: 671–678,1992 source

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  • May combine two claims. 82
  • Classified as probably not a substantial claim. 16
  • May combine two claims.

    Findingcitation

    In an observational study in our own center of 41 people with type 2 diabetes treated with bedtime NPH insulin and oral antidiabetic drugs, 49% had experienced infrequent mild hypoglycemia since commencing insulin, with an incidence of four episodes per patient per year and no episodes of severe hypoglycemia.

    “In an observational study in our own center of 41 people with type 2 diabetes treated with bedtime NPH (isophane) insulin and oral antidiabetic drugs, 49% had experienced infrequent mild hypoglycemia since commencing insulin, with an incidence of four episodes per patient per year and no episodes of severe hypoglycemia (130).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [130] Allen KV, McAulay V, Sommerfield AJ, Frier BM: Hypoglycaemia is uncommon with a combination of antidiabetic drugs and bedtime NPH insulin for type 2 diabetes. Pract Diab Int 21: 179–182,2004 source

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  • May combine two claims.

    Premisecitation

    In humans, the initial response to a decline in blood glucose is suppression of endogenous insulin secretion followed by release of counterregulatory hormones, of which glucagon and epinephrine are the most potent.

    “In humans, the initial response to a decline in blood glucose is suppression of endogenous insulin secretion followed by release of counterregulatory hormones, of which glucagon and epinephrine (adrenaline) are the most potent.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites (3)(4)(5)(6)

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  • Classified as probably not a substantial claim.

    Premisecitation

    Hypoglycemia has been considered a minor problem of the treatment modalities used for type 2 diabetes.

    “but has been considered to be a minor problem of the treatment modalities used for type 2 diabetes (2)”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [2] United Kingdom Prospective Diabetes Study Group: Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352: 837–852,1998 source

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  • May combine two claims.

    Premisecitation

    Early studies comparing counterregulatory hormonal responses in young and older nondiabetic adults yielded conflicting results, and many participants had comorbidities that confounded interpretation of the data.

    “Early studies (17-21) that compared these responses in young and older nondiabetic adults yielded conflicting results, and many of the participants had comorbidities that confounded interpretation of the data.”
    Quote in the paperNot a substantial claim0 of 5 sources checked
    • cites [17] Hochstaedt BB, Shneebaum M, Shadel M: Adrenocortical responsivity in old age. Gerontologia Clinica 3: 239–246,1961 source

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    • cites [18] Friedman M, Greeb M, Shraland DE: Assessment of hypothalamo-pituitary-adrenal function in the geriatric age group. J Gerontol 24: 292–297,1969 source

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    • cites [19] Kalk WJ, Virik AI, Pimstone BL, Jackson WPU: Growth hormone response to insulin hypoglycemia in the elderly. J Gerontol 28: 431–433,1973 source

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    • cites [20] Muggeo M, Fedele D, Tiengo A, Molinari M, Crepaldi G: Human GH and cortisol response to insulin stimulation in the aged. J Gerontol 30: 546–551,1975 source

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    • cites [21] Schramm VA, Pusch HJ, Franke H, Haubitz I: Hormonal adaptive capacity in old age: behaviour of hormonal parameters after insulin hypoglycaemia in young and old patients. Fortschr Med 99: 1255–1260,1981

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  • May combine two claims.

    Interpretationreasoning

    The juxtaposition of these thresholds may limit the time available to self-treat and increase the risk of developing incapacitating neuroglycopenia.

    “The juxtaposition of these thresholds may limit the time available to self-treat and increase the risk of developing incapacitating neuroglycopenia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    When blood glucose falls in a nondiabetic adult, the secretion of counterregulatory hormones and the onset of cognitive, physiological, and symptomatic changes occur at reproducible blood glucose thresholds within a defined hierarchy.

    “When blood glucose falls in a nondiabetic adult, the secretion of counterregulatory hormones and the onset of cognitive, physiological, and symptomatic changes occur at reproducible blood glucose thresholds (4,7) within a defined hierarchy (5)”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [4] Schwartz NS, Clutter WE, Shah SD, Cryer PE: Glycemic thresholds for activation of glucose counterregulatory systems are higher than the thresholds for symptoms. J Clin Invest 79: 777–781,1987 source

      Not checked in the free run.

    • cites [7] Fanelli C, Pampanelli S, Epifano L, Rambotti AM, Di Vincenzo A, Modarelli F, Ciofetta M, Lepore M, Annibale B, Torlone E, Periello G, De Feo P, Santeusanio F, Brunetti P, Bolli GB: Long term recovery from unawareness, deficient counterregulation and lack of cognitive dysfunction during hypoglycaemia following institution of rational intensive therapy in IDDM. Diabetologia 37: 1265–1276,1994 source

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    • cites [5] Mitrakou A, Ryan C, Veneman T, Mokan M, Jenssen T, Kiss I, Durrant J, Cryer P, Gerich J: Hierarchy of glycemic thresholds for counterregulatory hormone secretion, symptoms and cerebral dysfunction. Am J Physiol 266: E67–E74,1991 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a small British study, symptom scores were significantly lower in older nondiabetic adults than in younger people; autonomic and neuroglycopenic symptoms were affected equally.

    “In a small British study (12) that compared responses to hypoglycemia in seven (five male) nondiabetic adults, aged 65-80 years, with six (three male) younger people, aged 24 -49 years, the symptom scores were significantly lower in the older group; autonomic and neuroglycopenic symptoms were affected equally.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [12] Brierley EJ, Broughton DL, James OFW, Alberti KGMM: Reduced awareness of hypoglycaemia in the elderly despite an intact counterregulatory response. Q J Med 88: 439–445,1995

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  • May combine two claims.

    Premisecitation

    Symptomatic responses to hypoglycemia were similar in elderly people with and without type 2 diabetes, suggesting that decreased symptom intensity is associated with increasing age independent of diabetes.

    “A further study (16) by the same group reported that symptomatic responses were similar in 10 elderly people with (7 male, aged 72 Ϯ 1 years) and 10 without (6 male, aged 74 Ϯ 1 years) type 2 diabetes, suggesting that the decreased symptom intensity observed in their first study was associated with increasing age, independent of any effects of diabetes.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [16] Meneilly GS, Cheung E, Tuokko H: Counterregulatory hormone responses to hypoglycemia in the elderly patient with diabetes. Diabetes 43: 403–410,1994 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    With increasing use of insulin to treat type 2 diabetes, the actual prevalence of hypoglycemia is likely to escalate.

    “with the increasing use of insulin to treat type 2 diabetes, the actual prevalence of hypoglycemia is likely to escalate.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Hypoglycemia was induced mostly with an intravenous bolus injection of insulin, producing variable degrees of hypoglycemia, and principally examined cortisol and growth hormone responses, so these results are of limited value.

    “Hypoglycemia was induced mostly with an intravenous bolus injection of insulin, producing variable degrees of hypoglycemia, and principally examined cortisol and growth hormone responses (17)(18)(19)(20)(21), so these results are of limited value.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites (17)(18)(19)(20)(21)

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Hypoglycemia is a major limitation in achieving good control in type 1 diabetes.

    “Hypoglycemia is recognized to be a major limitation in achieving good control in type 1 diabetes (1)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1] Cryer PE: Hypoglycaemia: the limiting factor in the glycaemic management of type I and type II diabetes. Diabetologia 45: 937–948,2002 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    The burden of covert hypoglycemia associated with oral antidiabetic agents may be underestimated.

    “The burden of covert hypoglycemia associated with oral antidiabetic agents may be underestimated”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Hypoglycemic symptoms are idiosyncratic and age specific.

    “Hypoglycemic symptoms are idiosyncratic and age specific (10).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10] McAulay V, Deary IJ, Frier BM: Symptoms of hypoglycaemia in people with diabetes. Diabet Med 18: 690–705,2001 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    With increasing age, the symptoms of hypoglycemia may become less intense and the symptom profile is modified.

    “With increasing age, the symptoms of hypoglycemia may become less intense (12,13) and the symptom profile is modified (9,12,14).”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [12] Brierley EJ, Broughton DL, James OFW, Alberti KGMM: Reduced awareness of hypoglycaemia in the elderly despite an intact counterregulatory response. Q J Med 88: 439–445,1995

      Not checked in the free run.

    • cites [13] Matyka K, Evans M, Lomas J, Cranston I, Macdonald I, Amiel SA: Altered hierarchy of protective responses against severe hypoglycemia in normal aging in healthy men. Diabetes Care 20: 135–141,1997 source

      Not checked in the free run.

    • cites [9] Deary IJ: Symptoms of hypoglycaemia and effects on mental performance and emotions. In Hypoglycaemia in Clinical Diabetes. Frier BM, Fisher BM, Eds. Chichester, U.K., John Wiley and Sons,1999, p. 29–54

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    • cites [14] Jaap AJ, Jones GC, McCrimmon RJ, Deary IJ, Frier BM: Perceived symptoms of hypoglycaemia in elderly type 2 diabetic patients treated with insulin. Diabet Med 15: 398–401,1998 source

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  • May combine two claims.

    Premisecitation

    In young adults, symptomatic responses to hypoglycemia are generated at a blood glucose level higher than the level at which cognitive function becomes impaired, allowing sufficient time to take corrective action before severe neuroglycopenia supervenes.

    “In young adults, symptomatic responses to hypoglycemia are generated at a blood glucose level that is higher than the level at which cognitive function becomes impaired.This allows sufficient time to take corrective action before severe neuroglycopenia supervenes (5).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [5] Mitrakou A, Ryan C, Veneman T, Mokan M, Jenssen T, Kiss I, Durrant J, Cryer P, Gerich J: Hierarchy of glycemic thresholds for counterregulatory hormone secretion, symptoms and cerebral dysfunction. Am J Physiol 266: E67–E74,1991 source

      Not checked in the free run.

  • May combine two claims.

    Premisenone given

    Few investigations of hypoglycemia in type 2 diabetes have taken age into account when designing studies and analyzing results, and few studies have included patients aged >70 years.

    “Few investigations of hypoglycemia in type 2 diabetes have taken age into account when designing studies and analyzing results, and few studies have included patients aged Ͼ70 years (Tables 1 and 2).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisenone given

    Although various counterregulatory hormonal deficiencies have been described in type 2 diabetes, these were mostly mild, and epinephrine secretion was invariably preserved.

    “Although various counterregulatory hormonal deficiencies have been described in type 2 diabetes, these were mostly mild, and epinephrine secretion was invariably preserved.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    Type 2 diabetes may therefore confer greater protection against hypoglycemia, particularly when glycemic control is suboptimal, because the counterregulatory responses commence at higher blood glucose levels than observed in the nondiabetic state or in people with type 1 diabetes.

    “Type 2 diabetes may therefore confer greater protection against hypoglycemia, particularly when glycemic control is suboptimal, because the counterregulatory responses commence at higher blood glucose levels than observed in the nondiabetic state or in people with type 1 diabetes (37,38).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [37] Korzon-Burakowska A, Hopkins D, Matyka K, Lomas J, Pernet A, Macdonald I, Amiel S: Effects of glycemic control on protective responses against hypoglycemia in type 2 diabetes. Diabetes Care 21: 283–290,1998 source

      Not checked in the free run.

    • cites [38] Levy CJ, Kinsley BT, Bajaj M, Simonson DC: Effect of glycemic control on glucose counterregulation during hypoglycemia in NIDDM. Diabetes Care 21: 1330–1338,1998 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In both nondiabetic and type 1 diabetic subjects, female subjects have lower counterregulatory responses to hypoglycemia than male subjects, although no information is available in type 2 diabetes.

    “In both nondiabetic and type 1 diabetic subjects, female subjects have lower counterregulatory responses to hypoglycemia than male subjects (39 -42), although no information is available in type 2 diabetes.”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [39] Amiel SA, Maran A, Powrie JK, Umpleby AM, Macdonald IA: Gender differences in counterregulation to hypoglycaemia. Diabetologia 36: 460–464,1993 source

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    • cites [40] Davis SN, Fowler S, Costa F: Hypoglycemic counterregulatory responses differ between men and women with type 1 diabetes. Diabetes 49: 56–72,2000 source

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    • cites [41] Davis SN, Shavers C, Costa F: Differential gender responses to hypoglycemia are due to alterations in CNS drive and not glycemic thresholds. Am J Physiol 279: E1054–E1063,2000 source

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    • cites [42] Sandoval DA, Ertl AC, Richardson MA, Tate DB, Davis SN: Estrogen blunts neuroendocrine and metabolic responses to hypoglycemia. Diabetes 52: 1749–1755,2003 source

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  • May combine two claims.

    Premisecitation

    Most investigators reporting preservation of the glucagon response have studied people with type 2 diabetes who were unlikely to be insulin deficient, and, with one exception, all of these studies have examined counterregulatory responses in middle-aged subjects in their 5th or 6th decade.

    “Most investigators reporting preservation of the glucagon response have studied people with type 2 diabetes who were unlikely to be insulin deficient (33,34,36,38), and, with one exception (16), all of these studies have examined counterregulatory responses in middle-aged subjects in their 5th or 6th decade.”
    Quote in the paperSubstantial claim0 of 5 sources checked
    • cites [33] Heller SR, Macdonald IA, Tattersall RB: Counterregulation in type II (non-insulin-dependent) diabetes mellitus: normal endocrine and glycaemic responses up to 10 years after diagnosis. Diabetologia 30: 924–929,1987 source

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    • cites [34] Boden G, Soriano M, Hoeldtke RD, Owen OE: Counterregulatory hormone release and glucose recovery after hypoglycemia in non-insulin-dependent patients. Diabetes 32: 231–237,1983 source

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    • cites [36] Spyer G, Hattersley A, Macdonald IA, Amiel S, MacLeod KM: Hypoglycemic counterregulation at normal blood glucose concentrations in patients with well controlled type 2 diabetes. Lancet 356: 1970–1974,2000 source

      Not checked in the free run.

    • cites [38] Levy CJ, Kinsley BT, Bajaj M, Simonson DC: Effect of glycemic control on glucose counterregulation during hypoglycemia in NIDDM. Diabetes Care 21: 1330–1338,1998 source

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    • cites [16] Meneilly GS, Cheung E, Tuokko H: Counterregulatory hormone responses to hypoglycemia in the elderly patient with diabetes. Diabetes 43: 403–410,1994 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The glucagon response to hypoglycemia was intact in tablet-treated patients and nondiabetic control subjects but was almost absent in insulin-deficient patients, demonstrating acquired counterregulatory abnormalities in association with insulin deficiency.

    “The glucagon response to hypoglycemia was intact in the tablettreated patients and in the nondiabetic control subjects but was almost absent in the insulin-deficient patients (Fig. 4), demonstrating the presence of acquired counterregulatory abnormalities in association with insulin deficiency.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [51] Segel SA, Paramore DA, Cryer PE: Hypoglycemia-associated autonomic failure in advanced type 2 diabetes. Diabetes 51: 724–733,2002 source

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  • May combine two claims.

    Premisecitation

    The rate of insulin clearance from the circulation declines with age, which may enhance the risk of hypoglycemia in elderly people.

    “The rate of insulin clearance from the circulation declines with age (24 -26), which may enhance the risk of hypoglycemia in elderly people.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [24] Reaven GM, Greenfield MS, Mondon CE, Rosenthal M, Wright D, Reaven EP: Does insulin removal rate from plasma decline with age?Diabetes 31: 670–673,1982 source

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    • cites [25] Minaker KL, Rowe JW, Torino R, Pallotta JA: Influence of age on clearance of insulin in man. Diabetes 31: 851–855,1982 source

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    • cites [26] Fink RI, Revers RR, Kolterman OG, Olefsky JM: The metabolic clearance of insulin and the feedback inhibition of insulin secretion are altered with ageing. Diabetes 34: 275–280,1985 source

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  • May combine two claims.

    Premisecitation

    In type 1 diabetes, deficiency of the secretory response of glucagon to hypoglycemia is an early acquired abnormality of counterregulation; the catecholamine response compensates for several years but declines with time.

    “In type 1 diabetes, deficiency of the secretory response of glucagon to hypoglycemia is an early acquired abnormality of counterregulation.The catecholamine response compensates for several years but declines with time (1).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1] Cryer PE: Hypoglycaemia: the limiting factor in the glycaemic management of type I and type II diabetes. Diabetologia 45: 937–948,2002 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Evidence exists in nondiabetic and type 1 diabetic subjects to implicate hyperinsulinemia per se in suppressing the release of glucagon in response to hypoglycemia while increasing catecholamine and cortisol release, although this has been disputed.

    “Evidence exists in nondiabetic and type 1 diabetic subjects to implicate hyperinsulinemia per se in suppressing the release of glucagon in response to hypoglycemia (43-46) while increasing catecholamine and cortisol release (47), although this has been disputed (48).”
    Quote in the paperNot a substantial claim0 of 6 sources checked
    • cites [43] Fanelli C, Pampanelli S, Epifano L, Rambotti AM, Ciofetta M, Modarelli F, Di Vincenzo A, Annibale B, Lepore M, Lalli C, Del Sindaco P, Brunetti P, Bolli GB: Relative roles of insulin and hypoglycaemia on induction of neuroendocrine responses to, symptoms of and deterioration of cognitive function in hypoglycaemia in male and female humans. Diabetologia 37: 797–807,1994 source

      Not checked in the free run.

    • cites [44] Diamond MP, Hallerman L, Starick-Zych K, Jones TW, Connolly-Howard M, Tamborlane WV, Sherwin RS: Suppression of counterregulatory hormone response to hypoglycemia by insulin per se. J Clin Endocrinol Metab 72: 1388–1390,1991 source

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    • cites [45] Liu D, Moberg E, Kollind M, Lins PE, Adamson U: A high concentration of circulating insulin suppresses the glucagon response to hypoglycemia in normal man. J Clin Endocrinol Metab 73: 1123–1128,1991 source

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    • cites [46] Liu DT, Adamson UC, Lins PE, Kollind ME, Moberg EA, Andreasson K: Inhibitory effect of circulating insulin on glucagon secretion during hypoglycemia in type I diabetic patients. Diabetes Care 15: 59–65,1991 source

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    • cites [47] Davis SN, Goldstein RE, Jacobs J, Price L, Wolfe R, Cherrington AD: The effects of differing insulin levels on the hormonal and metabolic response to equivalent hypoglycemia in normal humans. Diabetes 42: 263–272,1993 source

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    • cites [48] Davis SN, Goldstein RE, Price L, Jacobs J, Cherrington AD: The effects of insulin on the counterregulatory response to equivalent hypoglycemia in patients with insulin-dependent diabetes mellitus. J Clin Endocrinol Metab 77: 1300–1307,1993 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Interpretation of early studies is limited by heterogeneity of study design, differences in blood glucose nadir between the diabetic and control groups, a lack of age-matched control subjects, and the disparate methods used to induce hypoglycemia.

    “Interpretation of the early studies is limited by heterogeneity of study design (29), differences in blood glucose nadir between the diabetic and control groups (30,31), a lack of agematched control subjects (31), and the disparate methods used to induce hypoglycemia (30 -35).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [29] De Galan BE, Hoekstra JBL: Glucose counterregulation in type 2 diabetes mellitus. Diabet Med 18: 519–527,2001 source

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    • cites [30] Bolli G, Tsalikian E, Haymond M, Cryer P, Gerich JE: Defective glucose counterregulation after subcutaneous insulin in noninsulin dependent diabetes mellitus: paradoxical lack of compensatory increase in glucose production, roles of insulin resistance, abnormal neuroendocrine responses and islet paracrine interactions. J Clin Invest 73: 1532–1541,1984 source

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    • cites [31] Campbell LV, Kraegen EW, Meler H, Lazarus L: Hormonal responses to insulin infusion in diabetes mellitus. Diabetologia 16: 359–364,1979 source

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  • May combine two claims.

    Premisecitation

    Improving glycemic control with insulin therapy shifts the threshold for the counterregulatory response to a lower blood glucose level; a similar phenomenon is observed in type 1 diabetes when glycemic control is intensified.

    “However, improving glycemic control with insulin therapy shifts the threshold for the counterregulatory response to a lower blood glucose level (37,38) (Fig. 3); a similar phenome-non is observed in type 1 diabetes when glycemic control is intensified (1,8,49).”
    Quote in the paperSubstantial claim0 of 5 sources checked
    • cites [37] Korzon-Burakowska A, Hopkins D, Matyka K, Lomas J, Pernet A, Macdonald I, Amiel S: Effects of glycemic control on protective responses against hypoglycemia in type 2 diabetes. Diabetes Care 21: 283–290,1998 source

      Not checked in the free run.

    • cites [38] Levy CJ, Kinsley BT, Bajaj M, Simonson DC: Effect of glycemic control on glucose counterregulation during hypoglycemia in NIDDM. Diabetes Care 21: 1330–1338,1998 source

      Not checked in the free run.

    • cites [1] Cryer PE: Hypoglycaemia: the limiting factor in the glycaemic management of type I and type II diabetes. Diabetologia 45: 937–948,2002 source

      Not checked in the free run.

    • cites [8] Frier BM, Fisher BM: Impaired hypoglycaemia awareness. In Hypoglycaemia in Clinical Diabetes. Frier BM, Fisher BM, Eds. Chichester, U.K., John Wiley and Sons,1999, p. 111–146

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    • cites [49] Cryer PE, Davis SN, Shamoon H: Hypoglycemia in diabetes. Diabetes Care 26: 1902–1912,2003 source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In type 1 diabetes, mild hypoglycemia occurs on average around twice weekly.

    “The frequency of hypoglycemia has been examined most extensively in people with type 1 diabetes, in whom mild hypoglycemia occurs on average around twice weekly (64,65).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [64] Pramming S, Thorsteinsson B, Bendtson I, Binder C: Symptomatic hypoglycaemia in 411 type 1 diabetic patients. Diabet Med 8: 217–222,1991 source

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    • cites [65] Pedersen-Bjergaard U, Pramming S, Heller SR Wallace TM, Rasmussen AK, Jorgensen HV, Matthews DR, Hougaard P, Thorsteinsson B: Severe hypoglycemia in 1076 adult patients with type 1 diabetes: influence of risk markers and selection. Diabetes Metab Res Rev 20: 479–486,2004 source

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  • May combine two claims.

    Premisecitation

    The DCCT participants were atypical, selected because they had a low risk of severe hypoglycemia, and the observed incidence of severe hypoglycemia was lower, ranging from 0.19 to 0.62 episodes per patient per year.

    “They differ from the atypical participants of the Diabetes Control and Complications Trial (68), who had been selected because they had a low risk of severe hypoglycemia (71) and in whom the observed incidence of severe hypoglycemia was lower, ranging from 0.19 to 0.62 episodes per patient per year.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [68] Diabetes Control and Complications Trial Research Group: The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med 329: 977–986,1993 source

      Not checked in the free run.

    • cites [71] Frier BM: Intensive glycaemic management in type 1 diabetes. In The Evidence Base for Diabetes Care. Williams R, Herman W, Kinmonth AL, Wareham NJ, Eds., Chichester, U.K., John Wiley and Sons,2002, p. 317–332 source

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  • May combine two claims.

    Premisecitation

    With intensive treatment, hypoglycemia occurred most frequently in the insulin-treated patients, and the prevalence of hypoglycemia was lower in the 1st decade of the study than in later years.

    “With intensive treatment, hypoglycemia occurred most frequently in the insulintreated patients, and the prevalence of hypoglycemia was lower in the 1st decade of the study than in later years (2) (Fig. 5).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] United Kingdom Prospective Diabetes Study Group: Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352: 837–852,1998 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Antecedent hypoglycemia can modify the glycemic thresholds for responses to hypoglycemia in type 2 diabetes and may promote HAAF.

    “Thus, antecedent hypoglycemia can modify the glycemic thresholds for responses to hypoglycemia in type 2 diabetes and may promote HAAF (53).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [51] Segel SA, Paramore DA, Cryer PE: Hypoglycemia-associated autonomic failure in advanced type 2 diabetes. Diabetes 51: 724–733,2002 source

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    • cites [53] Cryer PE: Diverse causes of hypoglycemia-associated autonomic failure in diabetes. N Engl J Med 350: 2272–2279,2004 source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In studies in northern Europe of unselected populations with type 1 diabetes, the estimated incidence of severe hypoglycemia ranges from 1.0 to 1.7 episodes per patient per year.

    “In studies in northern Europe of unselected populations with type 1 diabetes, the estimated incidence of severe hypoglycemia ranges from 1.0 to 1.7 episodes per patient per year (65)(66)(67).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites (65)(66)(67)

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  • May combine two claims.

    Premisecitation

    The prevalence of hypoglycemia was lower when the groups were analyzed on an intention-to-treat basis because an increasing number of patients in the conventional treatment groups required the addition of treatment with sulfonylureas or insulin as their glycemic control deteriorated.

    “The prevalence of hypoglycemia was lower when the groups were analyzed on an “intention-to-treat” basis because an increasing number of patients in the conventional treatment groups required the addition of treatment with sulfonylureas or insulin as their glycemic control deteriorated.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] United Kingdom Prospective Diabetes Study Group: Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352: 837–852,1998 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Most people with type 2 diabetes are middle aged or elderly; accurate measures of the frequency of hypoglycemia are probably underestimated in the latter.

    “Most people with type 2 diabetes are middle aged or elderly; accurate measures of the frequency of hypoglycemia are probably underestimated in the latter (57).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [57] McAulay V, Frier BM: Hypoglycaemia. In Diabetes in Old Age. 2nd ed. Sinclair AJ, Finucane P, Eds. Chichester, U.K., John Wiley and Sons,2001, p. 133–152 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In elderly people of either sex who have diabetes, unsteadiness and weakness are commonly reported symptoms of hypoglycemia, and a group of neurological symptoms affecting vision and coordination have been identified in addition to autonomic and neuroglycopenic symptoms.

    “In elderly people of either sex who have diabetes, unsteadiness and weakness are commonly reported symptoms of hypoglycemia (60), and a group of neurological symptoms affecting vision and coordination have been identified in addition to autonomic and neuroglycopenic symptoms (10,14).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [60] Thomson FJ, Masson EA, Leeming JT, Boulton AJM: Lack of knowledge of symptoms of hypoglycaemia by elderly diabetic patients. Age Ageing 20: 404–406,1991 source

      Not checked in the free run.

    • cites [10] McAulay V, Deary IJ, Frier BM: Symptoms of hypoglycaemia in people with diabetes. Diabet Med 18: 690–705,2001 source

      Not checked in the free run.

    • cites [14] Jaap AJ, Jones GC, McCrimmon RJ, Deary IJ, Frier BM: Perceived symptoms of hypoglycaemia in elderly type 2 diabetic patients treated with insulin. Diabet Med 15: 398–401,1998 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The morbidity associated with hypoglycemia, such as impaired consciousness and convulsions, can be particularly debilitating in the elderly, who are at increased risk of injury and bone fractures because of general frailty and the presence of comorbidities, such as osteoporosis.

    “The morbidity associated with hypoglycemia, such as impaired consciousness and convulsions, can be particularly debilitating in the elderly, who are at increased risk of injury and bone fractures because of general frailty and the presence of comorbidities, such as osteoporosis (57).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [57] McAulay V, Frier BM: Hypoglycaemia. In Diabetes in Old Age. 2nd ed. Sinclair AJ, Finucane P, Eds. Chichester, U.K., John Wiley and Sons,2001, p. 133–152 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In people with type 1 diabetes, recall of severe hypoglycemia is relatively robust over a period of 1 year, but recall of mild hypoglycemia is unreliable after an interval of 1 week.

    “In people with type 1 diabetes, recall of severe hypoglycemia is relatively robust over a period of 1 year, but recall of mild hypoglycemia is unreliable after an interval of 1 week (64,72).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [64] Pramming S, Thorsteinsson B, Bendtson I, Binder C: Symptomatic hypoglycaemia in 411 type 1 diabetic patients. Diabet Med 8: 217–222,1991 source

      Not checked in the free run.

    • cites [72] Pedersen-Bjergaard U, Pramming S, Thorsteinsson B: Recall of severe hypoglycemia and self-estimated state of awareness in type 1 diabetes. Diabetes Metab Res Rev 19: 232–240,2003 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a 7-year review of 102 cases of hypoglycemic coma secondary to either insulin or glyburide, 92 patients had type 2 diabetes, 7 sustained physical injury, 5 died, 2 suffered myocardial ischemia, and 1 patient had a stroke as a consequence of severe hypoglycemia.

    “In a 7-year review of 102 cases of hypoglycemic coma secondary to either insulin or glyburide (glibenclamide), 92 patients had type 2 diabetes, 7 sustained physical injury, 5 died, 2 suffered myocardial ischemia, and 1 patient had a stroke as a consequence of severe hypoglycemia (59).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [59] Ben-Ami H, Nagachandran P, Mendelson A, Edoute Y: Drug-induced hypoglycemic coma in 102 diabetic patients. Arch Intern Med 159: 281–284,1999 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    HAAF is a condition described in type 1 diabetes whereby recurrent hypoglycemia provokes failure of the centrally mediated sympatho-adrenal response, causing counterregulatory deficiency and impaired awareness of hypoglycemia.

    “A condition labeled HAAF (hypoglycemia-associated autonomic failure) has been described in type 1 diabetes (52,53), whereby recurrent hypoglycemia provokes failure of the centrally mediated sympatho-adrenal response so causing counterregulatory deficiency and impaired awareness of hypoglycemia.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [52] Cryer PE: Iatrogenic hypoglycemia as a cause of hypoglycemia-associated autonomic failure in IDDM: a vicious cycle. Diabetes 41: 255–260,1992 source

      Not checked in the free run.

    • cites [53] Cryer PE: Diverse causes of hypoglycemia-associated autonomic failure in diabetes. N Engl J Med 350: 2272–2279,2004 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Many elderly people with type 2 diabetes possess little knowledge of the symptoms and treatment of hypoglycemia, and this lack of knowledge extends to their relatives and caregivers.

    “Many elderly people with type 2 diabetes possess little knowledge of the symptoms and treat-ment of hypoglycemia (60,61).This lack of knowledge extends to their relatives and caregivers (62).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [60] Thomson FJ, Masson EA, Leeming JT, Boulton AJM: Lack of knowledge of symptoms of hypoglycaemia by elderly diabetic patients. Age Ageing 20: 404–406,1991 source

      Not checked in the free run.

    • cites [61] Pegg A, Fitzgerald D, Wise D, Singh BM, Wise PH: A community-based study of diabetes-related skills and knowledge in elderly people with insulin-requiring diabetes. Diabet Med 8: 778–781,1991 source

      Not checked in the free run.

    • cites [62] Mutch WJ, Dingwall-Fordyce I: Is it a hypo? Knowledge of the symptoms of hypoglycaemia in elderly diabetic patients. Diabet Med 2: 54–56,1985 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The annual prevalence of severe hypoglycemia in unselected type 1 diabetes populations is between 30% and 40%.

    “The annual prevalence is between 30% (66,68,69) and 40% (67).”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [66] MacLeod KM, Hepburn DA, Frier BM: Frequency and morbidity of severe hypoglycaemia in insulin-treated diabetic patients. Diabet Med 10: 238–245,1993 source

      Not checked in the free run.

    • cites [68] Diabetes Control and Complications Trial Research Group: The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med 329: 977–986,1993 source

      Not checked in the free run.

    • cites [69] Stephenson J, Fuller JH, the EURODIAB IDDM Complications Study Group: Microvascular and acute complications in IDDM patients: the EURODIAB IDDM complications study. Diabetologia 37: 278–285,1994 source

      Not checked in the free run.

    • cites [67] ter Braak EWMT, Appelman AMMF, van de Laak M, Stolk RP, van Haeften TW, Erkelens DW: Clinical characteristics of type 1 diabetic patients with and without severe hypoglycemia. Diabetes Care 23: 1467–1471,2000 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Epinephrine stimulates release of glucose from the kidney, and in people who have a deficient glucagon response to hypoglycemia, this may compensate for their impaired hepatic glucose output.

    “Epinephrine also stimulates release of glucose from the kidney, and, in people who have a deficient glucagon response to hypoglycemia, this may compensate for their impaired hepatic glucose output (55).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [55] Woerle HJ, Meyer C, Popa EM, Cryer PE, Gerich JE: Renal compensation for impaired hepatic glucose release during hypoglycemia in type 2 diabetes: further evidence for hepatorenal reciprocity. Diabetes 52: 1386–1392,2003 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In people with insulin-treated type 2 diabetes, recall of severe hypoglycemia also appears to be preserved over a period of 1 year, but reliability of their recall of mild hypoglycemia is unknown.

    “In people with insulin-treated type 2 diabetes, recall of severe hypoglycemia also appears to be preserved over a period of 1 year (73), but reliability of their recall of mild hypoglycemia is unknown.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [73] Akram K, Pedersen-Bjergaard U, Borch-Johnsen K, Thorsteinsson B: Recall of severe hypoglycaemic episodes and course of hypoglycaemia awareness in insulin treated type 2 diabetes in one year follow-up (Abstract). Diabetologia 46 (Suppl. 2): A304,2003

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Plasma free fatty acids increase in response to hypoglycemia in type 2 diabetes but do not in type 1 diabetes.

    “Plasma free fatty acids increase in response to hypoglycemia in type 2 diabetes (30,33,50) but do not in type 1 diabetes (54).”
    Quote in the paperSubstantial claim0 of 4 sources checked
    • cites [30] Bolli G, Tsalikian E, Haymond M, Cryer P, Gerich JE: Defective glucose counterregulation after subcutaneous insulin in noninsulin dependent diabetes mellitus: paradoxical lack of compensatory increase in glucose production, roles of insulin resistance, abnormal neuroendocrine responses and islet paracrine interactions. J Clin Invest 73: 1532–1541,1984 source

      Not checked in the free run.

    • cites [33] Heller SR, Macdonald IA, Tattersall RB: Counterregulation in type II (non-insulin-dependent) diabetes mellitus: normal endocrine and glycaemic responses up to 10 years after diagnosis. Diabetologia 30: 924–929,1987 source

      Not checked in the free run.

    • cites [50] Shamoon H, Friedman A, Canton C, Zacharowicz L, Hu M, Rossetti L: Increased epinephrine and skeletal muscle responses to hypoglycemia in non-insulin-dependent diabetes mellitus. J Clin Invest 93: 2562–2571,1994 source

      Not checked in the free run.

    • cites [54] Maggs DG, Jacob R, Rife F, Caprio S, Tamborlane WV, Sherwin RS: Counterregulation in peripheral tissues: effect of systemic hypoglycemia on levels of substrates and catecholamines in human skeletal muscle and adipose tissue. Diabetes 46: 70–76,1997 source

      Not checked in the free run.

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

    Premisenone given

    Definitions of hypoglycemia differ between studies, hindering comparison, and most studies have reported retrospective data.

    “Definitions of hypoglycemia differ between studies, hindering comparison, and most studies have reported retrospective data.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    It is difficult to derive equivalent figures for people with type 2 diabetes because of the heterogeneity of this disorder.

    “It is difficult to derive equivalent figures for people with type 2 diabetes because of the heterogeneity of this disorder.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    There is no evidence to suggest that in type 2 diabetes the principal causes of hypoglycemia (too much insulin or insulin secretagogue, physical exertion or inadequate carbohydrate consumption) differ from type 1 diabetes.

    “There is no evidence to suggest that in type 2 diabetes the principal causes of hypoglycemia (too much insulin or insulin secretagogue, physical exertion or inadequate carbohydrate consumption) differ from type 1 diabetes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The UKPDS and VA CSDM trials, while frequently cited, are not representative of current treatment regimens and do not demonstrate the true frequency and risk of hypoglycemia.

    “Thus, the U.K. Prospective Diabetes Study and Veterans Affairs Cooperative Study in Type 2 Diabetes trials, while frequently cited, are not representative of current treatment regimens and do not demonstrate the true frequency and risk of hypoglycemia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationnone given

    Although plasma C-peptide levels were not measured, it is likely that most of these subjects with insulin-treated type 2 diabetes were insulin deficient and were therefore at greater risk of hypoglycemia than people treated with oral antidiabetic agents.

    “Although plasma Cpeptide levels were not measured, it is likely that most of these subjects with insulin-treated type 2 diabetes were insulin deficient and were therefore at greater risk of hypoglycemia than people treated with oral antidiabetic agents.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [81] Donnelly LA, Morris AD, Frier BM, Ellis JD, Donnan PT, Durrant R, Band MM, Reekie G, Leese GP, the DARTS/MEMO Collaboration: Frequency and predictors of hypoglycaemia in type 1 and insulin-treated type 2 diabetes: a population based study. Diabet Med 22: 449–455,2005 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In that survey, in type 1 diabetes, only 1 in 10 of those experiencing severe hypoglycemia required emergency service treatment compared with 1 in 3 of the group with type 2 diabetes.

    “In the group with type 1 diabetes, only 1 in 10 of those experiencing severe hypoglycemia required emergency service treatment compared with 1 in 3 of the group with type 2 diabetes (81).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [81] Donnelly LA, Morris AD, Frier BM, Ellis JD, Donnan PT, Durrant R, Band MM, Reekie G, Leese GP, the DARTS/MEMO Collaboration: Frequency and predictors of hypoglycaemia in type 1 and insulin-treated type 2 diabetes: a population based study. Diabet Med 22: 449–455,2005 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In type 1 diabetes, severe hypoglycemia is often treated at home, and less than one-third of episodes are thought to need the assistance of the emergency medical services.

    “In type 1 diabetes, severe hypoglycemia is often treated at home, and less than one-third of episodes are thought to need the assistance of the emergency medical services (80).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [80] Frier BM: Hypoglycaemia in the diabetic adult. Baillieres Clin Endocrinol Metab 7: 567–623,1993 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In an Australian study of 25 patients with type 2 diabetes treated with sulfonylureas, continuous monitoring recorded readings <2.2 mmol/l for at least 15 min in 56% of subjects and none were perceived.

    “Readings of Ͻ2.2 mmol/l (Ͻ40 mg/dl) for at least 15 min were recorded in 56% of subjects and none were perceived (85).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [85] Hay LC, Wilmhurst EG, Fulcher G: Unrecognized hypo- and hyperglycemia in well-controlled patients with type 2 diabetes mellitus: the results of continuous glucose monitoring. Diab Technol Therap 5: 19–26,2003 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In the Diabetes Outcomes in Veterans Study, the probability of all hypoglycemia was greater in those who had a low mean blood glucose with a high SD, suggesting that the variability of blood glucose values is as important as A1C values in predicting the risk of hypoglycemia in insulin-treated type 2 diabetes.

    “The probability of all hypoglycemia was greater in those who had a low mean blood glucose with a high SD, suggesting that the variability of blood glucose values is as important as A1C values in predicting the risk of hypoglycemia in insulintreated type 2 diabetes.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [86] Murata GH, Hoffman RM, Shah JH, Wendel CS, Duckworth WC: A probabilistic model for predicting hypoglycemia in type 2 diabetes mellitus. Arch Intern Med 164: 1445–1450,2004 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a population survey in a region of Scotland, severe hypoglycemia required emergency treatment in 7.1% of patients with type 1 diabetes, in 7.3% of patients with insulin-treated type 2 diabetes, and in 0.8% of patients taking oral antidiabetic agents.

    “Severe hypoglycemia had re-quired emergency treatment in 7.1% of patients with type 1 diabetes, in 7.3% of patients with insulin-treated type 2 diabetes, and in 0.8% of patients taking oral antidiabetic agents.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [79] Leese GP, Wang J, Broomhall J, Kelly P, Marsden A, Morrison W, Frier BM, Morris AD, the DARTS/MEMO Collaboration: Frequency of severe hypoglycemia requiring emergency treatment in type 1 and type 2 diabetes: a population-based study of health service resource use. Diabetes Care 26: 1176–1180,2003 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In that survey, severe hypoglycemia occurred in 0.5% of patients, all of whom had been treated with insulin.

    “Severe hypoglycemia occurred in 0.5% of patients, all of whom had been treated with insulin.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [76] Miller CD, Philips LS, Ziemer DC, Gallina DL, Cook CB, El-Kebbi IM: Hypoglycemia in patients with type 2 diabetes mellitus. Arch Intern Med 161: 1653–1659,2001 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a prospective survey in the same region, the prevalence of all hypoglycemia (mild and severe) in the group with insulin-treated type 2 diabetes was 45% with an incidence of 16.4 episodes per patient per year.

    “The prevalence of all hypoglycemia (mild and severe) in the group with insulin-treated type 2 diabetes was 45% with an incidence of 16.4 episodes per patient per year”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [81] Donnelly LA, Morris AD, Frier BM, Ellis JD, Donnan PT, Durrant R, Band MM, Reekie G, Leese GP, the DARTS/MEMO Collaboration: Frequency and predictors of hypoglycaemia in type 1 and insulin-treated type 2 diabetes: a population based study. Diabet Med 22: 449–455,2005 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Compared with the nondiabetic state, people with type 2 diabetes have a normal rate of exercise-related skeletal muscle glucose uptake but an impaired hepatic glucose output, which can result in hypoglycemia during physical exertion.

    “Compared with the nondiabetic state, people with type 2 diabetes have a normal rate of exercise-related skeletal muscle glucose uptake but an impaired hepatic glucose output (87), which can result in hypoglycemia during physical exertion.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [87] Chipkin SR, Klugh SA, Chasan-Taber L: Exercise and diabetes. Cardiol Clin 19: 489–505,2001 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The frequency of mild hypoglycemia was significantly higher in the intensively treated group (stepped vs. standard: 16.5 vs. 1.5 episodes per patient per year), but in the standard treatment group blood glucose was monitored less frequently so mild hypoglycemia may have been underreported.

    “The frequency of mild hypoglycemia was significantly higher in the intensively treated group (stepped vs. standard: 16.5 vs. 1.5 episodes per patient per year), but in the standard treatment group blood glucose was monitored less frequently so mild hypoglycemia may have been underreported (74).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [74] Abraira C, Colwell JA, Nuttall FQ, Sawin CT, Nagel NJ, Comstock JP, Emanuele NV, Levin SR, Henderson W, Lee HS: Veterans Affairs Cooperative Study on glycemic control and complications in type II diabetes (VA CSDM): results of the feasibility trial. Diabetes Care 18: 1113–1123,1995 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Exercise in type 2 diabetes results in improved insulin sensitivity and reduced postprandial plasma glucose levels.

    “Exercise in type 2 diabetes results in improved insulin sensitivity (88) and reduced postprandial plasma glucose levels (89,90).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [88] Trovati M, Carta Q, Cavalot F, Vitali S, Banaudi C, Lucchina PG, Fiocchi F, Emanuelli G, Lenti G: Influence of physical training on blood glucose control, glucose tolerance, insulin secretion and insulin action in non-insulin-dependent diabetic patients. Diabetes Care 7: 416–420,1984 source

      Not checked in the free run.

    • cites [89] Larsen JJ, Dela F, Kjaer M, Galbo H: The effect of moderate exercise on postprandial glucose homeostasis in NIDDM patients. Diabetologia 40: 447–453,1997 source

      Not checked in the free run.

    • cites [90] Minuk HL, Vranic M, Marliss EB, Hanna AK, Albisser AM, Zinman B: Glucoregulatory and metabolic response to exercise in obese noninsulin-dependent diabetes. Am J Physiol 240: E458–E464,1981 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a retrospective survey of 215 individuals with insulin-treated type 2 diabetes, only 8% had impaired awareness estimated by a validated scoring system, but those so affected had a ninefold greater incidence of hypoglycemia than those with intact awareness.

    “One retrospective survey of 215 individuals with insulin-treated type 2 diabetes showed that only 8% had impaired awareness estimated by a validated scoring system (70), but those so affected had a ninefold greater incidence of hypoglycemia than those with intact awareness (82).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [70] Gold AE, MacLeod KM, Frier BM: Frequency of severe hypoglycemia in patients with type 1 diabetes with impaired awareness of hypoglycemia. Diabetes Care 17: 697–703,1994 source

      Not checked in the free run.

    • cites [82] Henderson JN, Allen KV, Deary IJ, Frier BM: Hypoglycaemia in insulin-treated type 2 diabetes: frequency, symptoms and impaired awareness. Diabet Med 20: 1016–1021,2003 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a retrospective Scottish survey in Edinburgh of 215 people with insulin-treated type 2 diabetes, the frequency of hypoglycemia increased with duration of insulin therapy and of diabetes and was inversely proportional to HbA1c concentration.

    “A retrospective Scottish survey in Edinburgh of 215 people with insulintreated type 2 diabetes observed that the frequency of hypoglycemia increased with duration of insulin therapy and of diabetes and was inversely proportional to HbA 1c (A1C) concentration (82).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [82] Henderson JN, Allen KV, Deary IJ, Frier BM: Hypoglycaemia in insulin-treated type 2 diabetes: frequency, symptoms and impaired awareness. Diabet Med 20: 1016–1021,2003 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In the VA CSDM, the overall incidence of severe hypoglycemia was 0.02 episodes per patient per year, and no significant difference was observed between the standard and stepped treatment groups.

    “The overall incidence of severe hypoglycemia was 0.02 episodes per patient per year, and no significant difference was observed between the standard and stepped treatment groups.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [74] Abraira C, Colwell JA, Nuttall FQ, Sawin CT, Nagel NJ, Comstock JP, Emanuele NV, Levin SR, Henderson W, Lee HS: Veterans Affairs Cooperative Study on glycemic control and complications in type II diabetes (VA CSDM): results of the feasibility trial. Diabetes Care 18: 1113–1123,1995 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Although patients were questioned about the occurrence of hypoglycemia at every 4-monthly review, only the most severe episode was documented, so underestimating the overall frequency.

    “Although patients were questioned about the occurrence of hypoglycemia at every 4-monthly review, only the most severe episode was documented, so underestimating the overall frequency.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] United Kingdom Prospective Diabetes Study Group: Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352: 837–852,1998 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In that survey, the annual prevalence of severe hypoglycemia was 15% with an overall incidence of 0.28 episodes per patient per year.

    “The annual prevalence of severe hypoglycemia was 15% with an overall incidence of 0.28 episodes per patient per year.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [82] Henderson JN, Allen KV, Deary IJ, Frier BM: Hypoglycaemia in insulin-treated type 2 diabetes: frequency, symptoms and impaired awareness. Diabet Med 20: 1016–1021,2003 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Impaired awareness of hypoglycemia is a major risk factor for severe hypoglycemia in type 1 diabetes but is less common in people with type 2 diabetes.

    “Impaired awareness of hypoglycemia is a major risk factor for severe hypoglycemia in type 1 diabetes (70) but is less common in people with type 2 diabetes (83).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [70] Gold AE, MacLeod KM, Frier BM: Frequency of severe hypoglycemia in patients with type 1 diabetes with impaired awareness of hypoglycemia. Diabetes Care 17: 697–703,1994 source

      Not checked in the free run.

    • cites [83] Hepburn DA, MacLeod KM, Pell ACH, Scougal IJ, Frier BM: Frequency and symptoms of hypoglycaemia experienced by patients with type 2 diabetes treated with insulin. Diabet Med 10: 231–237,1993 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In that survey, the prevalence of hypoglycemia rose with escalating therapeutic requirements, with the highest rate associated with insulin.

    “The prevalence of hypoglycemia rose with escalating therapeutic requirements, with the highest rate being associated with insulin.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [76] Miller CD, Philips LS, Ziemer DC, Gallina DL, Cook CB, El-Kebbi IM: Hypoglycemia in patients with type 2 diabetes mellitus. Arch Intern Med 161: 1653–1659,2001 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a multicenter, double-blind, controlled trial in Europe comparing modified release gliclazide with glimepiride over 6 months, both groups achieved a reduction of A1C of around 1.0%, with fewer patients reporting hypoglycemia with modified release gliclazide (3.7%) compared with glimepiride (8.9%), and severe hypoglycemia did not occur.

    “Both groups achieved a reduction of A1C of around 1.0%, with fewer patients reporting hypoglycemia with modified release gliclazide (3.7%) compared with glimepiride (8.9%).Severe hypoglycemia did not occur.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [123] Schernthaner G, Grimaldi A, Di Mario U, Drzewoski J, Kempler P, Kvapil M, Novials A, Rottiers R, Rutten GEHM, Shaw KM, the GUIDE Study: Double blind comparison of once-daily gliclazide MR and glimepiride in type 2 diabetic patients. Eur J Clin Invest 34: 535–542,2004 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The oral glucose prandial regulators, repaglinide and nateglinide, are insulin secretagogues that have a rapid onset of action but do not stimulate insulin secretion in the fasting state and provoke less hypoglycemia than the sulfonylureas.

    “The oral glucose prandial regulators, repaglinide and nateglinide, are insulin secretagogues that have a rapid onset of action but do not stimulate insulin secretion in the fasting state and provoke less hypoglycemia than the sulfonylureas (124 -127).”
    Quote in the paperSubstantial claim0 of 4 sources checked
    • cites [124] Strange P, Schwartz SL, Graf RJ, Polvino W, Weston I, Marbury TC, Huang WC, Goldberg RB: Pharmacokinetics, pharmacodynamics, and dose-response relationship of repaglinide in type 2 diabetes. Diabetes Technol Ther 1: 247–256,1999 source

      Not checked in the free run.

    • cites [125] Kristensen JS, Frandsen KB, Bayer T, Muller P: Compared with repaglinide, sulfonylurea treatment in type 2 diabetes is associated with a 2.5-fold increase in symptomatic hypoglycemia with blood glucose levels &lt;45 mg/dl (Abstract). Diabetes 49 (Suppl. 1): A131,2000 source

      Not checked in the free run.

    • cites [126] Kristensen JS, Frandsen KB, Bayer T, Muller P: Repaglinide treatment is associated with significantly less severe hypoglycemic events compared to sulphonylurea. Diabetologia 42 (Suppl. 1): A4,1999

      Not checked in the free run.

    • cites [127] Culy CR, Jarvis B: Repaglinide: a review of its therapeutic use in type 2 diabetes mellitus. Drugs 61: 1625–1660,2001 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In most cases, the severe hypoglycemia had occurred within 1 month of commencing glipizide and was not related to dose, suggesting that the response was idiosyncratic.

    “In most cases, the severe hypoglycemia had occurred within 1 month of commencing the drug and was not related to dose, suggesting that the response was idiosyncratic.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [116] Asplund K, Wilholm B-E, Lundman B: Severe hypoglycaemia during treatment with glipizide. Diabet Med 8: 726–731,1991 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Risk factors for severe hypoglycemia in people with type 2 diabetes treated with sulfonylureas include age, a past history of vascular disease, renal failure, reduced ingestion of food, alcohol consumption, and interactions with other drugs.

    “Risk factors for severe hypoglycemia in people with type 2 diabetes treated with sulfonylureas include age, a past history of vascular disease, renal failure, reduced ingestion of food, alcohol consumption, and interactions with other drugs (59,73,95-102).”
    Quote in the paperNot a substantial claim0 of 10 sources checked
    • cites [59] Ben-Ami H, Nagachandran P, Mendelson A, Edoute Y: Drug-induced hypoglycemic coma in 102 diabetic patients. Arch Intern Med 159: 281–284,1999 source

      Not checked in the free run.

    • cites [73] Akram K, Pedersen-Bjergaard U, Borch-Johnsen K, Thorsteinsson B: Recall of severe hypoglycaemic episodes and course of hypoglycaemia awareness in insulin treated type 2 diabetes in one year follow-up (Abstract). Diabetologia 46 (Suppl. 2): A304,2003

      Not checked in the free run.

    • cites [95] Asplund K, Wilholm B-E, Lithner F: Glibenclamide-associated hypoglycaemia: a report on 57 cases. Diabetologia 24: 412–417,1983 source

      Not checked in the free run.

    • cites [96] Hartling SG, Faber OK, Wegmann M-L, Wahlin-Boll E, Melander A: Interaction of ethanol and glipizide in humans. Diabetes Care 10: 683–686,1987 source

      Not checked in the free run.

    • cites [97] Seltzer HS: Drug-induced hypoglycemia: a review of 1418 cases. Endocrinol Metab Clin North Am 18: 163–183,1989 source

      Not checked in the free run.

    • cites [98] Campbell IW: Hypoglycaemia and type 2 diabetes: sulphonylureas. In Hypoglycaemia and Diabetes: Clinical and Physiological Aspects. Frier BM, Fisher BM, Eds. London, Edward Arnold,1993, p. 387–392

      Not checked in the free run.

    • cites [99] Campbell IW, Chalmers J, Herlihy OM: Sulphonylurea-induced hypoglycaemia in elderly people with diabetes. Practical Diabetes 11: 102–103,1994 source

      Not checked in the free run.

    • cites [100] Burge MR, Zeise T-M, Sobhy TA, Rassam AG, Schade DS: Low-dose ethanol predisposes elderly fasted patients with type 2 diabetes to sulfonylurea-induced low blood glucose. Diabetes Care 22: 2037–2043,1999 source

      Not checked in the free run.

    • cites [101] Tattersall RB: Frequency, causes and treatment of hypoglycaemia. In Hypoglycaemia in Clinical Diabetes. Frier BM, Fisher BM, Eds. Chichester, U.K., John Wiley and Sons,1999, p. 55–88

      Not checked in the free run.

    • cites [102] Harrigan RA, Nathan MS, Beattie P: Oral agents for the treatment of type 2 diabetes mellitus: pharmacology, toxicity and treatment. Ann Emerg Med 38: 68–78,2001 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Improvements in insulin resistance persist for up to 16 h after the period of activity, thus exposing the individual to a continuing risk of hypoglycemia.

    “Improvements in insulin resistance persist for up to 16 h after the period of activity (91), thus exposing the individual to a continuing risk of hypoglycemia.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [91] Devlin JT, Hirshman M, Horton ED, Horton ES: Enhanced peripheral and splanchnic insulin sensitivity in NIDDM men after single bout of exercise. Diabetes 36: 434–439,1987 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Glimepiride, a long-acting sulfonylurea, may partly fulfil the role of a sulfonylurea with good glycemic control and low risk of hypoglycemia as it has a lower affinity for the β-cell receptor than glyburide, and its insulin secretory capacity is lower in both the fasting and postprandial states.

    “Glimepiride, a long-acting sulfonylurea, may partly fulfil this role as it has a lower affinity for the ␤-cell receptor than glyburide (117), and its insulin secretory capacity is lower in both the fasting (118) and postprandial (119) states.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [117] Muller G, Hartz D, Punter J, Okonomopulos R, Kramer W: Differential interaction of glimepiride and glibenclamide with the β-cell-sulfonylurea receptor: binding characteristics. Biochim Biophys Acta 1191: 267–277,1994 source

      Not checked in the free run.

    • cites [118] Draeger KE, Wernicke-Panten K, Lomp H-J, Schuler E, Rosskamp R: Long-term treatment of type 2 diabetic patients with the new oral antidiabetic agent glimepiride (Amaryl): a double-blind comparison with glibenclamide. Horm Metab Res 28: 419–425,1996 source

      Not checked in the free run.

    • cites [119] Raptis SA, Hatziagelaki E, Dimitriadis G, Draeger KE, Pfeiffer C, Raptis AE: Comparative effects of glimepiride and glibenclamide on blood glucose, C-peptide and insulin concentrations in the fasting and postprandial state in normal man. Exp Clin Endocrinol Diabetes 107: 350–355,1999 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The frequency of hypoglycemia is lower in people treated with sulfonylureas than in those treated with insulin but is probably underestimated.

    “The frequency of hypoglycemia is lower in people treated with sulfonylureas than in those treated with insulin (2,76,79) but is probably underestimated (104).”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [2] United Kingdom Prospective Diabetes Study Group: Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352: 837–852,1998 source

      Not checked in the free run.

    • cites [76] Miller CD, Philips LS, Ziemer DC, Gallina DL, Cook CB, El-Kebbi IM: Hypoglycemia in patients with type 2 diabetes mellitus. Arch Intern Med 161: 1653–1659,2001 source

      Not checked in the free run.

    • cites [79] Leese GP, Wang J, Broomhall J, Kelly P, Marsden A, Morrison W, Frier BM, Morris AD, the DARTS/MEMO Collaboration: Frequency of severe hypoglycemia requiring emergency treatment in type 1 and type 2 diabetes: a population-based study of health service resource use. Diabetes Care 26: 1176–1180,2003 source

      Not checked in the free run.

    • cites [104] Ferner RE, Neil HAW: Sulphonylureas and hypoglycaemia. Br Med J 296: 949–950,1988 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Glyburide is associated with significantly more episodes of severe hypoglycemia than gliclazide because its hypoglycemic effects last for 24 h as a consequence of the presence of active metabolites.

    “Glyburide is associated with significantly more episodes of severe hypoglycemia than gliclazide (112) because its hypoglycemic effects last for 24 h (111) as a consequence of the presence of active metabolites (111,113).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [112] Tessier D, Dawson K, Tetrault JP, Bravo G, Meneilly GS: Glibenclamide versus gliclazide in type 2 diabetes of the elderly. Diabet Med 11: 974–980,1994 source

      Not checked in the free run.

    • cites [111] Rendell M: The role of sulphonylureas in the management of type 2 diabetes mellitus. Drugs 64: 1339–1358,2004 source

      Not checked in the free run.

    • cites [113] Jonsson A, Chan JC, Rydberg T, Vaaler S, Hallengren B, Cockram CS, Critchley JA, Melander A: Pharmacodynamics and pharmacokinetics of intravenous glibenclamide in Caucasian and Chinese patients with type-2 diabetes. Eur J Clin Pharmacol 55: 721–727,2001 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In patients with renal impairment, glimepiride can cause prolonged hypoglycemia, but it is thought to be safer than other sulfonylureas.

    “In patients with renal impairment, glimepiride can cause prolonged hypoglycemia (121), but it is thought to be safer than other sulfonylureas (122).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [121] Veitch PC, Clifton-Bligh RJ: Long-acting sulphonylureas: long-acting hypoglycemia. Med J Australia 180: 84–85,2004 source

      Not checked in the free run.

    • cites [122] Rosenkranz B, Profozic V, Metalko Z, Mrzljak V, Lange C, Malerczyk V: Pharmacokinetics and safety of glimepiride at clinical doses in diabetic patients with renal impairment. Diabetologia 39: 1617–1624,1996 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Alcohol impairs counterregulatory responses to hypoglycemia in type 1 diabetes but does not appear to delay recovery from hypoglycemia in type 2 diabetes.

    “Alcohol impairs counterregulatory responses to hypoglycemia in type 1 diabetes (93) but does not appear to delay recovery from hypoglycemia in type 2 diabetes (94).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [93] Avogaro A, Beltramello P, Gnudi L, Maran A, Valerio A, Miola M, Marin N, Crepaldi C, Confortin L, Costa F: Alcohol intake impairs glucose counterregulation during acute insulin-induced hypoglycemia in IDDM patients: evidence for a critical role of free fatty acids. Diabetes 42: 1626–1634,1993 source

      Not checked in the free run.

    • cites [94] Rasmussen BM, Orskov L, Schmitz O, Hermansen K: Alcohol and glucose counterregulation during acute insulin-induced hypoglycaemia in type 2 diabetic subjects. Metabolism 50: 451–457,2001 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a population-based study in Germany, of 145 episodes of severe hypoglycemia treated in patients with type 2 diabetes attending a hospital emergency department over 4 years, 45 patients were receiving sulfonylureas; glimepiride was implicated in 6 episodes compared with 38 severe events associated with glyburide.

    “A total of 145 episodes of severe hypoglycemia were treated, and 45 of these patients were receiving treatment with sulfonylureas.Although glimepiride had been prescribed more frequently than glyburide, it was implicated in 6 episodes of severe hypoglycemia, compared with a total of 38 severe events associated with glyburide.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [120] Holstein A, Plaschke A, Egberts E-H: Lower incidence of severe hypoglycemia in patients with type 2 diabetes treated with glimepiride versus glibenclamide. Diabetes Metab Res Rev 17: 467–473,2001 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The risk of hypoglycemia of each sulfonylurea relates to its pharmacokinetic properties and is highest with long-acting sulfonylureas such as chlorpropamide, glyburide (glibenclamide), and long-acting glipizide.

    “The risk of hypoglycemia of each sulfonylurea relates to its pharmacokinetic properties (104 -108) and is highest with long-acting sulfonylureas such as chlorpropamide, glyburide (glibenclamide), and long-acting glipizide (101,109 -111).”
    Quote in the paperSubstantial claim0 of 9 sources checked
    • cites [104] Ferner RE, Neil HAW: Sulphonylureas and hypoglycaemia. Br Med J 296: 949–950,1988 source

      Not checked in the free run.

    • cites [105] DeFronzo RA: Pharmacologic therapy for type 2 diabetes mellitus. Ann Intern Med 131: 281–303,1999 source

      Not checked in the free run.

    • cites [106] Davis TM, Daly F, Walsh JP, Ilett KF, Beilby JP, Dusci LJ, Barrett PH: Pharmacokinetics and pharmacodynamics of gliclazide in Caucasians and Australian Aborigines with type 2 diabetes. Br J Clin Pharmacol 49: 223–230,2000 source

      Not checked in the free run.

    • cites [107] Harrower A: Gliclazide modified release: from once-daily administration to 24-hour blood glucose control. Metabolism 49 (Suppl. 2): 7–11,2000 source

      Not checked in the free run.

    • cites [108] Schernthaner G: Gliclazide modified release: a critical review of pharmacodynamic, metabolic and vasoprotective effects. Metabolism 52 (Suppl. 1): 29–34,2003 source

      Not checked in the free run.

    • cites [101] Tattersall RB: Frequency, causes and treatment of hypoglycaemia. In Hypoglycaemia in Clinical Diabetes. Frier BM, Fisher BM, Eds. Chichester, U.K., John Wiley and Sons,1999, p. 55–88

      Not checked in the free run.

    • cites [109] Stahl M, Berger W: Higher incidence of severe hypoglycaemia leading to hospital admission in type 2 diabetic patients treated with long-acting versus short-acting sulphonylureas. Diabet Med 16: 586–590,1999 source

      Not checked in the free run.

    • cites [110] Del Prato, Aragona M, Coppelli A: Sulfonylureas and hypoglycaemia. Diabetes Nutr Metab 15: 444–451,2002

      Not checked in the free run.

    • cites [111] Rendell M: The role of sulphonylureas in the management of type 2 diabetes mellitus. Drugs 64: 1339–1358,2004 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Hypoglycemia is not a common side effect of treatment with metformin, thiazolidinediones, or α-glucosidase inhibitors, although it has been occasionally reported in association with metformin when food intake is limited.

    “Hypoglycemia is not a common side effect of treatment with metformin, thiazolidinediones, or ␣-glucosidase inhibitors, although it has been occasionally reported in association with metformin when food intake is limited (2,103).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [2] United Kingdom Prospective Diabetes Study Group: Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352: 837–852,1998 source

      Not checked in the free run.

    • cites [103] United Kingdom Prospective Diabetes Study Group: A 6 year randomised controlled trial comparing sulfonylurea, insulin and metformin therapy in patients with newly diagnosed type 2 diabetes that could not be controlled with diet therapy (UKPDS 24). Ann Intern Med 128: 165–175,1998 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Hypoglycemia occurs most frequently with insulin therapy, but sulfonylurea-induced hypoglycemia is also a significant problem.

    “It occurs most frequently with insulin therapy, but sulfonylurea-induced hypoglycemia is also a significant problem.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    In separate double-blind, randomized, 1-year studies comparing repaglinide with glipizide, gliclazide, and glyburide, mean A1C concentrations did not differ between any of the treatment groups, and in all sulfonylurea groups the prevalences of hypoglycemia (3.3%) were comparable; in the repaglinide group the prevalence of hypoglycemia was 1.3% with equivalent glycemic control.

    “Mean A1C concentrations did not differ between any of the treatment groups, and in all sulfonylurea groups the prevalences of hypoglycemia (3.3%) were comparable.In the repaglinide group the prevalence of hypoglycemia was 1.3% with equivalent glycemic control.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [125] Kristensen JS, Frandsen KB, Bayer T, Muller P: Compared with repaglinide, sulfonylurea treatment in type 2 diabetes is associated with a 2.5-fold increase in symptomatic hypoglycemia with blood glucose levels &lt;45 mg/dl (Abstract). Diabetes 49 (Suppl. 1): A131,2000 source

      Not checked in the free run.

    • cites [126] Kristensen JS, Frandsen KB, Bayer T, Muller P: Repaglinide treatment is associated with significantly less severe hypoglycemic events compared to sulphonylurea. Diabetologia 42 (Suppl. 1): A4,1999

      Not checked in the free run.

    • cites [127] Culy CR, Jarvis B: Repaglinide: a review of its therapeutic use in type 2 diabetes mellitus. Drugs 61: 1625–1660,2001 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    In older people, effective self-treatment of hypoglycemia may be compromised by the juxtaposition of the glycemic thresholds for onset of symptoms and cognitive dysfunction, which occur almost simultaneously, and these age-related changes will be relevant to many people with type 2 diabetes.

    “In older people, effective self-treatment of hypoglycemia may be compromised by the juxtaposition of the glycemic thresholds for onset of symptoms and cognitive dysfunction, which occur almost simultaneously, and these age-related changes will be relevant to many people with type 2 diabetes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    In a randomized trial of 121 male participants with type 2 diabetes, CSII was compared with multiple dose insulin; comparable glycemic control was obtained with both regimens, with a lower incidence of mild hypoglycemia in the CSII group (28.4 vs. 9.5 events per patient-year, P < 0.001), although no effect was observed on the incidence of severe hypoglycemia.

    “Comparable glycemic control was obtained with both regimens, with a lower incidence of mild hypoglycemia in the CSII group (28.4 vs. 9.5 events per patient-year, P Ͻ 0.001) (141), although no effect was observed on the incidence of severe hypoglycemia.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [141] Saudek CD, Duckworth WC, Giobie-Hurder A, Henderson WG, Henry RR, Kelley DE, Edelman SV, Zieve FJ, Adler RA, Anderson JW, Anderson RJ, Hamilton BP, Donner TW, Kirkman MS, Morgan NA: Implantable insulin pump versus multiple-dose insulin for non-insulin-dependent diabetes mellitus: a randomised clinical trial: Department of Veterans Affairs Implantable Insulin Pump Study Group. JAMA 276: 1322–1327,1996 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    With progressive insulin deficiency, people with type 2 diabetes develop counterregulatory deficiencies and impaired symptomatic awareness, similar to type 1 diabetes.

    “With progressive insulin deficiency, people with type 2 diabetes develop counterregulatory deficiencies and impaired symptomatic awareness, similar to type 1 diabetes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Glimepiride, modified release gliclazide, and the prandial glucose regulators may also limit hypoglycemia risk.

    “Glimepiride, modified release gliclazide, and the prandial glucose regulators may also limit hypoglycemia risk.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    In insulin-treated type 2 diabetes, the frequency of hypoglycemia must not be underestimated, particularly in the elderly, in whom the morbidity of hypoglycemia poses particular problems, and the mortality may be unrecognized.

    “In insulin-treated type 2 diabetes, the frequency of hypoglycemia must not be underestimated, particularly in the elderly, in whom the morbidity of hypoglycemia poses particular problems, and the mortality may be unrecognized.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    In a 6-month randomized trial of 299 participants with type 2 diabetes, inhaled insulin was compared with subcutaneous insulin; glycemic control was comparable and inhaled insulin was associated with a relative risk of all hypoglycemia of 0.89 (95% CI 0.82-0.97) when compared with subcutaneous insulin.

    “Glycemic control was comparable and inhaled insulin was associated with a relative risk of all hypoglycemia of 0.89 (95% CI 0.82-0.97)when compared with subcutaneous insulin (143).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [143] Hollander PA, Blonde L, Rowe R, Mehta AE, Milburn JL, Hershon KS, Chaisson J-L, Levin SR, the Exubera Phase III Study Group: Efficacy and safety of inhaled insulin (Exubera) compared with subcutaneous insulin therapy in patients with type 2 diabetes. Diabetes Care 27: 2356–2362,2004 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Although glucagon-like peptide-1 analogs may provoke reactive hypoglycemia in nondiabetic volunteers, they do not appear to cause hypoglycemia in people with type 2 diabetes.

    “Although they may provoke reactive hypoglycemia in nondiabetic volunteers (149), they do not appear to cause hypoglycemia in people with type 2 diabetes (150,151).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [149] Meier JJ, Nauck MA: Glucagon-like peptide 1 (GLP-1) in biology and pathology. Diabetes Metab Res Rev 21: 91–117,2005 source

      Not checked in the free run.

    • cites [150] Vilsbøll T, Krarup T, Madsbad S, Holst JJ: No reactive hypoglycemia in type 2 diabetic patients after subcutaneous administration of GLP-1 and intravenous glucose. Diabetes Care 18: 144–149,2001 source

      Not checked in the free run.

    • cites [151] Knop FK, Vilsbøll T, Larsen S, Madsbad S, Holst J, Krarup T: No reactive hypoglycemia after subcutaneous administration of glucagon-like peptide-1 in lean type 2 diabetic patients and in patients with diabetes secondary to chronic pancreatitis. Diabetes Care 26: 2581–2587,2003 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Analogs of glucagon-like peptide-1 are associated with improvements in glycemic control.

    “Analogs of glucagon-like peptide-1 are associated with improvements in glycemic control (144 -148).”
    Quote in the paperNot a substantial claim0 of 5 sources checked
    • cites [144] Zander M, Madsbad S, Madsen JL, Holst JJ: Effect of 6-week course of glucagon-like peptide 1 on glycemic control, insulin sensitivity and beta-cell function in type 2 diabetes: a parallel group study. Lancet 359: 824–830,2002 source

      Not checked in the free run.

    • cites [145] Fineman MS, Bicsak TA, Shen LZ, Taylor K, Gaines E, Varns A, Kim D, Baron AD: Effect on glycemic control of exenatide (synthetic exendin-4) additive to existing metformin and/or sulfonylurea treatment in patients with type 2 diabetes. Diabetes Care 26: 2370–2377,2003 source

      Not checked in the free run.

    • cites [146] Kolterman OG, Buse JB, Fineman MS, Gaines E, Heintz S, Bisack TA, Taylor K, Kim D, Aisporna M, Want Y, Baron AD: Synthetic exendin-4 (exenatide) significantly reduces postprandial and fasting plasma glucose in subjects with type 2 diabetes. J Clin Endocrinol Metab 88: 3082–3088,2003 source

      Not checked in the free run.

    • cites [147] Madsbad S, Schmitz O, Ranstam J, Jakobsen G, Matthews DR, the NN2211–1310 International Study Group: Improved glycemic control with no weight increase in patients with type 2 diabetes after once-daily treatment with the long-acting glucagon-like peptide 1 analog Liraglutide (NN2211): a 12-week, double-blind, randomized, controlled trial. Diabetes Care 27: 1335–1342,2004 source

      Not checked in the free run.

    • cites [148] Degn KB, Juhl CB, Sturis J, Jakobsen G, Brock B, Chandramouli V, Rungby J, Landau BR, Schmitz O: One week’s treatment with the long-acting glucagon-like peptide-1 derivative liraglutide (NN2211) markedly improves 24-h glycemia and α- and β-cell function and reduces endogenous glucose release in patients with type 2 diabetes. Diabetes 53: 1187–1194,2004 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    Blood glucose thresholds are influenced by glycemic control, and when A1C is reduced with insulin therapy, they are shifted to lower blood glucose levels.

    “Blood glucose thresholds are influenced by glycemic control, and when A1C is reduced with insulin therapy, they are shifted to lower blood glucose levels.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    Variations in study design, heterogeneity of study populations, and differing definitions of hypoglycemia have confounded attempts to derive accurate overall figures for the frequency of hypoglycemia in type 2 diabetes.

    “Variations in study design, heterogeneity of study populations, and differing definitions of hypoglycemia have con-founded attempts to derive accurate overall figures for the frequency of hypoglycemia in type 2 diabetes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    The use of insulin analogs may limit, but does not eradicate, the risk of hypoglycemia.

    “The use of insulin analogs may limit, but does not eradicate, the risk of hypoglycemia.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    Few studies of hypoglycemia in people with type 2 diabetes have addressed the potential effects of ageing per se, but the available evidence suggests that it modifies the counterregulatory and symptomatic responses to hypoglycemia.

    “Few studies of hypoglycemia in people with type 2 diabetes have addressed the potential effects of ageing per se, but the available evidence suggests that it modifies the counterregulatory and symptomatic responses to hypoglycemia.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    Hypoglycemia has been considered to be a mild and infrequent side effect of treatment in type 2 diabetes, but insufficient and misleading information may have encouraged this misperception.

    “Hypoglycemia has been considered to be a mild and infrequent side effect of treatment in type 2 diabetes, but insufficient and misleading information may have encouraged this misperception.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    In a randomized multicenter trial comparing repaglinide with nateglinide, slightly lower A1C values were achieved after 16 weeks on repaglinide, but 7% of patients had experienced mild hypoglycemia compared with none in the nateglinide group.

    “In a randomized multicenter trial comparing repaglinide with nateglinide, slightly lower A1C values were achieved after 16 weeks on repaglinide, but 7% of patients had experienced mild hypoglycemia compared with none in the nateglinide group (128).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [128] Rosenstock J, Hassman DR, Madder RD Brazinsky, Farrell J, Khutoryansky N, Hale PM: Repaglinide versus nateglinide monotherapy. Diabetes Care 27: 1265–1270,2004 source

      Not checked in the free run.

94 of 94
  • The paper relies on this without support.

    The human brain primarily uses glucose as its source of energy and is unable to synthesize or store glucose.

    “The human brain primarily uses glucose as its source of energy.Under normal conditions, the brain is unable to synthesize or store glucose and is exquisitely vulner-able to glucose deprivation.”
  • The paper relies on this without support.

    Most people with type 2 diabetes are aged >60 years.

    “However, most people with type 2 diabetes are aged Ͼ60 years”
  • The paper relies on this without support.

    People with type 2 diabetes constitute a disparate group.

    “People with type 2 diabetes constitute a disparate group”
  • The paper relies on this without support.

    Considerable biological variability between individuals may occur in nondiabetic and diabetic adults with respect to the effects of ageing.

    “Considerable biological variability between individuals may occur in nondiabetic and diabetic adults with respect to the effects of ageing.”
4 of 4

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Sulfonylurea can cause hypoglycemia by increasing endogenous insulin that may also contribute to local interactions with glucagon counter-regulation during hypoglycemia.

    “Sulfonylurea can cause hypoglycemia by increasing endogenous insulin that may also contribute to local interactions with glucagon counter-regulation during hypoglycemia [1, 17, 18].”

    From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [1]

    The Oral antidiabetic agents section reports insulin-secretory activity and hypoglycemia associated with sulfonylureas. The Hypoglycemia in type 2 diabetes section discusses possible suppression of glucagon responses by hyperinsulinemia, but says that effect is undetermined in type 2 diabetes. The copy therefore does not establish the claimed local insulin–glucagon mechanism for sulfonylurea-induced hypoglycemia. (LLM, conf=0.84)

    Experimental — accuracy not yet measured
  • Although T2D is associated with hyperglucagonemia, glucagon's action and potency may gradually wane over time.

    “Although T2D is associated with hyperglucagonemia, glucagon’s action and potency may gradually wane over time [1, 19–21].”

    From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [1]

    In the section on hypoglycemia in type 2 diabetes (page not provided), the paper reports that the glucagon response to hypoglycemia was almost absent in insulin-deficient patients but intact in tablet-treated patients. This supports a diminished response in a particular subgroup, not the broader claim that glucagon’s action or potency gradually wanes over time. The cited passages also do not establish hyperglucagonemia. (LLM, conf=0.85)

    Experimental — accuracy not yet measured
  • When T2D is treated with both sulfonylurea and insulin therapy, the counter-regulatory response is likely to be quite impaired, which can cause more severe hypoglycemia events.

    “Furthermore, when T2D is treated with both sulfonylurea and insulin therapy, the counter-regulatory response is likely to be quite impaired, which can cause more severe hypoglycemia events to occur [1].”

    From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [1]

    The section on responses to hypoglycemia reports an almost absent glucagon response in insulin-deficient patients with type 2 diabetes, and the epidemiological section reports severe hypoglycemia in insulin-treated patients. Neither passage establishes that treatment with both a sulfonylurea and insulin impairs counterregulation or causes more severe events; the alternative-insulin-regimens section says basal insulin can be used safely with oral agents and reports no significant difference in hypoglycemia rates in 13 of 14 comparisons. (LLM, conf=0.85)

    Experimental — accuracy not yet measured
  • In people living with T2D, the counter-regulatory response to hypoglycemia, namely secretion of glucagon and catecholamines, is often only mildly decreased compared with people living with T1D.

    “In people living with T2D, the counter-regulatory response to hypoglycemia, namely the secretion of glucagon and catecholamines, is often only mildly decreased, when compared with people living with T1D [1].”

    From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [1]

    In “The effects of type 2 diabetes on the responses to hypoglycemia” (page unavailable), the paper describes mostly mild hormonal deficiencies in type 2 diabetes, but says epinephrine secretion was preserved. It also reports that glucagon responses may be modestly diminished or preserved, and can be almost absent in insulin-deficient patients. The paper does not support describing both glucagon and catecholamine secretion as mildly decreased relative to people with type 1 diabetes; the type 1 comparison concerns the blood-glucose threshold at which hormones are released. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • A longer duration of type 2 diabetes is associated with a diminished counter-regulatory response to hypoglycemia.

    “A longer duration of type 2 diabetes is associated with a diminished counter-regulatory response to hypoglycemia [1, 17–21].”

    From Systematic review of oral carbohydrate treatment for hypoglycemia in people living with type 2 diabetes mellitus (2026) · cites this paper as [1]

    In the section on responses to hypoglycemia in type 2 diabetes (page unavailable), the review reports an almost absent glucagon response in insulin-deficient patients, supporting a diminished response in a subgroup. It does not establish that longer duration of type 2 diabetes is associated with that diminution; its explicit statement that a response declines with time concerns type 1 diabetes. (LLM, conf=0.84)

    Experimental — accuracy not yet measured

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.

  • The reported severe-hypoglycemia prevalence conflicts with Table 2

    Major

    For the 1,055-patient Miller study, the narrative reports severe hypoglycemia in 0.5% of patients, all treated with insulin. Table 2 lists 0% for severe hypoglycemia in that study's insulin-treated group.

  • The Miller study has two reported durations

    Minor

    The narrative calls the survey of 1,055 patients a 6-month study, whereas the fifth duration in Table 2, corresponding to Miller et al., is 7 months.

2 of 2

Cites

Flagged first, then by citations

Research works printed but not linked: 2

  1. Frier BM, Fisher BM: Impaired hypoglycaemia awareness. In Hypoglycaemia in Clinical Diabetes. Frier BM, Fisher BM, Eds. Chichester, U.K., John Wiley and Sons,1999, p. 111–146
  2. Tattersall RB: Frequency, causes and treatment of hypoglycaemia. In Hypoglycaemia in Clinical Diabetes. Frier BM, Fisher BM, Eds. Chichester, U.K., John Wiley and Sons,1999, p. 55–88

Cited by

Sorted by citations

Authors
Zammitt, N. N., & Frier, B. M.
Affiliations
Edinburgh Royal Infirmary (GB)
Venue
Diabetes Care
Published
2005-12-01
Volume
28
Issue
12
Pages
2948-2961
ISSN
  • 0149-5992 (ISSN-L)
  • 1935-5548
OpenAlex
W2058831278
Cited by
435
References
160
Citations by year
2026: 6 · 2025: 7 · 2024: 9 · 2023: 12 · 2022: 16 · 2021: 15 · 2020: 14 · 2019: 19 · 2018: 33 · 2017: 27 · 2016: 22 · 2015: 36 · 2014: 35 · 2013: 33 · 2012: 30
FWCI
1.57
Type
journal article
Language
en
Open access
Locations
  • Diabetes Care (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • Eli Lilly and Company
  • GlaxoSmithKline
  • Sanofi
Topics
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
  • Health Sciences › Health Professions › Emergency Medical Services › Patient Safety and Medication Errors
Keywords
hypoglycemia, type 2 diabetes, insulin pump therapy, insulin therapy
MeSH terms
Awareness, Blood Glucose, Diabetes Mellitus, Type 2, Humans, Hypoglycemia

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 2026-10-11.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-11.

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.

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