Skip to main content
Top
Published in: Diabetologia 7/2018

Open Access 01-07-2018 | Article

The impact of hypoglycaemia awareness status on regional brain responses to acute hypoglycaemia in men with type 1 diabetes

Authors: Joel T. Dunn, Pratik Choudhary, Ming Ming Teh, Ian Macdonald, Katharine F. Hunt, Paul K. Marsden, Stephanie A. Amiel

Published in: Diabetologia | Issue 7/2018

Login to get access

Abstract

Aims/hypothesis

Impaired awareness of hypoglycaemia (IAH) in type 1 diabetes increases the risk of severe hypoglycaemia sixfold and can be resistant to intervention. We explored the impact of IAH on central responses to hypoglycaemia to investigate the mechanisms underlying barriers to therapeutic intervention.

Methods

We conducted [15O]water positron emission tomography studies of regional brain perfusion during euglycaemia (target 5 mmol/l), hypoglycaemia (achieved level, 2.4 mmol/l) and recovery (target 5 mmol/l) in 17 men with type 1 diabetes: eight with IAH, and nine with intact hypoglycaemia awareness (HA).

Results

Hypoglycaemia with HA was associated with increased activation in brain regions including the thalamus, insula, globus pallidus (GP), anterior cingulate cortex (ACC), orbital cortex, dorsolateral frontal (DLF) cortex, angular gyrus and amygdala; deactivation occurred in the temporal and parahippocampal regions. IAH was associated with reduced catecholamine and symptom responses to hypoglycaemia vs HA (incremental AUC: autonomic scores, 26.2 ± 35.5 vs 422.7 ± 237.1; neuroglycopenic scores, 34.8 ± 88.8 vs 478.9 ± 311.1; both p < 0.002). There were subtle differences (p < 0.005, k ≥ 50 voxels) in brain activation at hypoglycaemia, including early differences in the right central operculum, bilateral medial orbital (MO) cortex, and left posterior DLF cortex, with additional differences in the ACC, right GP and post- and pre-central gyri in established hypoglycaemia, and lack of deactivation in temporal regions in established hypoglycaemia.

Conclusions/interpretation

Differences in activation in the post- and pre-central gyri may be expected in people with reduced subjective responses to hypoglycaemia. Alterations in the activity of regions involved in the drive to eat (operculum), emotional salience (MO cortex), aversion (GP) and recall (temporal) suggest differences in the perceived importance and urgency of responses to hypoglycaemia in IAH compared with HA, which may be key to the persistence of the condition.
Appendix
Available only for authorised users
Literature
1.
go back to reference International Hypoglycaemia Study Group (2017) Glucose concentrations of less than 3.0 mmol/l (54 mg/dl) should be reported in clinical trials: a joint position statement of the American Diabetes Association and the European Association for the Study of diabetes. Diabetologia 60:3–6CrossRef International Hypoglycaemia Study Group (2017) Glucose concentrations of less than 3.0 mmol/l (54 mg/dl) should be reported in clinical trials: a joint position statement of the American Diabetes Association and the European Association for the Study of diabetes. Diabetologia 60:3–6CrossRef
2.
go back to reference Cranston I, Lomas J, Maran A, Macdonald I, Amiel SA (1994) Restoration of hypoglycaemia awareness in patients with long-duration insulin-dependent diabetes. Lancet 344:283–287CrossRefPubMed Cranston I, Lomas J, Maran A, Macdonald I, Amiel SA (1994) Restoration of hypoglycaemia awareness in patients with long-duration insulin-dependent diabetes. Lancet 344:283–287CrossRefPubMed
3.
go back to reference Geddes J, Schopman JE, Zammitt NN, Frier BM (2008) Prevalence of impaired awareness of hypoglycaemia in adults with type 1 diabetes. Diabet Med 25:501–504CrossRefPubMed Geddes J, Schopman JE, Zammitt NN, Frier BM (2008) Prevalence of impaired awareness of hypoglycaemia in adults with type 1 diabetes. Diabet Med 25:501–504CrossRefPubMed
4.
go back to reference Hopkins D, Lawrence I, Mansell P et al (2012) Improved biomedical and psychological outcomes 1 year after structured education in flexible insulin therapy for people with type 1 diabetes: the U.K. DAFNE experience. Diabetes Care 35:1638–1642CrossRefPubMedPubMedCentral Hopkins D, Lawrence I, Mansell P et al (2012) Improved biomedical and psychological outcomes 1 year after structured education in flexible insulin therapy for people with type 1 diabetes: the U.K. DAFNE experience. Diabetes Care 35:1638–1642CrossRefPubMedPubMedCentral
5.
go back to reference Schopman JE, Geddes J, Frier BM (2010) Prevalence of impaired awareness of hypoglycaemia and frequency of hypoglycaemia in insulin-treated type 2 diabetes. Diabetes Res Clin Pract 87:64–68CrossRefPubMed Schopman JE, Geddes J, Frier BM (2010) Prevalence of impaired awareness of hypoglycaemia and frequency of hypoglycaemia in insulin-treated type 2 diabetes. Diabetes Res Clin Pract 87:64–68CrossRefPubMed
6.
go back to reference Simpson I, Appel N, Hokari M et al (1999) Blood-brain barrier glucose transporter: effects of hypo- and hyperglycemia revisited. J Neurochem 72:238–247CrossRefPubMed Simpson I, Appel N, Hokari M et al (1999) Blood-brain barrier glucose transporter: effects of hypo- and hyperglycemia revisited. J Neurochem 72:238–247CrossRefPubMed
7.
go back to reference Heller SR, Cryer PE (1991) Reduced neuroendocrine and symptomatic responses to subsequent hypoglycemia after 1 episode of hypoglycemia in nondiabetic humans. Diabetes 40:223–226CrossRefPubMed Heller SR, Cryer PE (1991) Reduced neuroendocrine and symptomatic responses to subsequent hypoglycemia after 1 episode of hypoglycemia in nondiabetic humans. Diabetes 40:223–226CrossRefPubMed
8.
go back to reference Dagogo-Jack SE, Craft S, Cryer PE (1993) Hypoglycemia-associated autonomic failure in insulin-dependent diabetes mellitus. Recent antecedent hypoglycemia reduces. Clin Invest 91:819–828CrossRef Dagogo-Jack SE, Craft S, Cryer PE (1993) Hypoglycemia-associated autonomic failure in insulin-dependent diabetes mellitus. Recent antecedent hypoglycemia reduces. Clin Invest 91:819–828CrossRef
9.
go back to reference Boyle PJ, Kempers SF, O'Connor AM, Nagy RJ (1995) Brain glucose uptake and unawareness of hypoglycemia in patients with insulin-dependent diabetes mellitus. N Engl J Med 333:1726–1731CrossRefPubMed Boyle PJ, Kempers SF, O'Connor AM, Nagy RJ (1995) Brain glucose uptake and unawareness of hypoglycemia in patients with insulin-dependent diabetes mellitus. N Engl J Med 333:1726–1731CrossRefPubMed
10.
go back to reference Maran A, Lomas J, Macdonald IA, Amiel SA (1995) Lack of preservation of higher brain function during hypoglycaemia in patients with intensively-treated IDDM. Diabetologia 38:1412–1148CrossRefPubMed Maran A, Lomas J, Macdonald IA, Amiel SA (1995) Lack of preservation of higher brain function during hypoglycaemia in patients with intensively-treated IDDM. Diabetologia 38:1412–1148CrossRefPubMed
11.
go back to reference Segel SA, Fanelli CG, Dence CS et al (2001) Blood-to-brain glucose transport, cerebral glucose metabolism, and cerebral blood flow are not increased after hypoglycemia. Diabetes 50:1911–1917CrossRefPubMed Segel SA, Fanelli CG, Dence CS et al (2001) Blood-to-brain glucose transport, cerebral glucose metabolism, and cerebral blood flow are not increased after hypoglycemia. Diabetes 50:1911–1917CrossRefPubMed
12.
go back to reference Page KA, Arora J, Qiu M, Relwani R, Constable RT, Sherwin RS (2009) Small decrements in systemic glucose provoke increases in hypothalamic blood flow prior to the release of counterregulatory hormones. Diabetes 58:448–452CrossRefPubMedPubMedCentral Page KA, Arora J, Qiu M, Relwani R, Constable RT, Sherwin RS (2009) Small decrements in systemic glucose provoke increases in hypothalamic blood flow prior to the release of counterregulatory hormones. Diabetes 58:448–452CrossRefPubMedPubMedCentral
13.
go back to reference Teves D, Videen TO, Cryer PE, Powers WJ (2004) Activation of human medial prefrontal cortex during autonomic responses to hypoglycaemia. Proc Natl Acad Sci U S A 101:6217–6221CrossRefPubMedPubMedCentral Teves D, Videen TO, Cryer PE, Powers WJ (2004) Activation of human medial prefrontal cortex during autonomic responses to hypoglycaemia. Proc Natl Acad Sci U S A 101:6217–6221CrossRefPubMedPubMedCentral
14.
go back to reference Teh MM, Dunn JT, Choudhary P et al (2010) Evolution and resolution of human brain perfusion responses to the stress of induced hypoglycaemia. NeuroImage 53:584–592CrossRefPubMed Teh MM, Dunn JT, Choudhary P et al (2010) Evolution and resolution of human brain perfusion responses to the stress of induced hypoglycaemia. NeuroImage 53:584–592CrossRefPubMed
15.
go back to reference Bolli G, de Feo P, Compagnucci P et al (1983) Abnormal glucose counterregulation in insulin-dependent diabetes mellitus. Interaction of anti-insulin antibodies and impaired glucagon and epinephrine secretion. Diabetes 32:134–141CrossRefPubMed Bolli G, de Feo P, Compagnucci P et al (1983) Abnormal glucose counterregulation in insulin-dependent diabetes mellitus. Interaction of anti-insulin antibodies and impaired glucagon and epinephrine secretion. Diabetes 32:134–141CrossRefPubMed
16.
go back to reference Dagogo-Jack S, Rattarasarn C, Cryer PE (1994) Reversal of hypoglycaemia unawareness, but not defective glucose counterregulation, in IDDM. Diabetes 43:1426–1434CrossRefPubMed Dagogo-Jack S, Rattarasarn C, Cryer PE (1994) Reversal of hypoglycaemia unawareness, but not defective glucose counterregulation, in IDDM. Diabetes 43:1426–1434CrossRefPubMed
17.
go back to reference Arbelaez AM, Powers WJ, Videen TO, Price JL, Cryer PE (2008) Attenuation of counterregulatory responses to recurrent hypoglycaemia by active thalamic inhibition: a mechanism for hypoglycaemia-associated autonomic failure. Diabetes 57:470–475CrossRefPubMed Arbelaez AM, Powers WJ, Videen TO, Price JL, Cryer PE (2008) Attenuation of counterregulatory responses to recurrent hypoglycaemia by active thalamic inhibition: a mechanism for hypoglycaemia-associated autonomic failure. Diabetes 57:470–475CrossRefPubMed
18.
go back to reference Mangia S, Tesfaye N, De Martino F et al (2012) Hypoglycaemia-induced increases in thalamic cerebral blood flow are blunted in subjects with type 1 diabetes and hypoglycaemia unawareness. J Cereb Blood Flow Metab 32:2084–2090CrossRefPubMedPubMedCentral Mangia S, Tesfaye N, De Martino F et al (2012) Hypoglycaemia-induced increases in thalamic cerebral blood flow are blunted in subjects with type 1 diabetes and hypoglycaemia unawareness. J Cereb Blood Flow Metab 32:2084–2090CrossRefPubMedPubMedCentral
19.
go back to reference Wiegers EC, Becker KM, Rooijackers HM et al (2017) Cerebral blood flow response to hypoglycemia is altered in patients with type 1 diabetes and impaired awareness of hypoglycemia. J Cereb Blood Flow Metab 37:1994–2001CrossRefPubMed Wiegers EC, Becker KM, Rooijackers HM et al (2017) Cerebral blood flow response to hypoglycemia is altered in patients with type 1 diabetes and impaired awareness of hypoglycemia. J Cereb Blood Flow Metab 37:1994–2001CrossRefPubMed
20.
go back to reference Fanelli CG, Epifano L, Rambotti AM et al (1993) Meticulous prevention of hypoglycaemia normalizes the glycaemic thresholds and magnitude of most of neuroendocrine responses to, symptoms of, and cognitive function during hypoglycaemia in intensively treated patients with short-term IDDM. Diabetes 42:1683–1689CrossRefPubMed Fanelli CG, Epifano L, Rambotti AM et al (1993) Meticulous prevention of hypoglycaemia normalizes the glycaemic thresholds and magnitude of most of neuroendocrine responses to, symptoms of, and cognitive function during hypoglycaemia in intensively treated patients with short-term IDDM. Diabetes 42:1683–1689CrossRefPubMed
21.
go back to reference Anderbro T, Gonder-Frederick L, Bolinder J et al (2015) Fear of hypoglycaemia: relationship to hypoglycaemic risk and psychological factors. Acta Diabetol 52:581–589CrossRefPubMed Anderbro T, Gonder-Frederick L, Bolinder J et al (2015) Fear of hypoglycaemia: relationship to hypoglycaemic risk and psychological factors. Acta Diabetol 52:581–589CrossRefPubMed
22.
go back to reference Rogers HA, de Zoysa N, Amiel SA (2012) Patient experience of hypoglycaemia unawareness in type 1 diabetes: are patients appropriately concerned? Diabet Med 29:321–327CrossRefPubMed Rogers HA, de Zoysa N, Amiel SA (2012) Patient experience of hypoglycaemia unawareness in type 1 diabetes: are patients appropriately concerned? Diabet Med 29:321–327CrossRefPubMed
23.
go back to reference Clarke WL, Cox DJ, Gonder-Frederick LA, Julian D, Schlundt D, Polonsky W (1995) Reduced awareness of hypoglycaemia in adults with IDDM. A prospective study of hypoglycaemic frequency and associated symptoms. Diabetes Care 18:517–522CrossRefPubMed Clarke WL, Cox DJ, Gonder-Frederick LA, Julian D, Schlundt D, Polonsky W (1995) Reduced awareness of hypoglycaemia in adults with IDDM. A prospective study of hypoglycaemic frequency and associated symptoms. Diabetes Care 18:517–522CrossRefPubMed
24.
go back to reference Defrise M, Kinahan PE, Townsend DW, Michel C, Sibomana M, Newport DF (1997) Exact and approximate rebinning algorithms for 3-D PET data. IEEE Trans Med Imaging 16:145–158CrossRefPubMed Defrise M, Kinahan PE, Townsend DW, Michel C, Sibomana M, Newport DF (1997) Exact and approximate rebinning algorithms for 3-D PET data. IEEE Trans Med Imaging 16:145–158CrossRefPubMed
25.
go back to reference Deary IJ, Hepburn DA, KM ML, Frier BM (1993) Partitioning the symptoms of hypoglycaemia using multi-sample confirmatory factor analysis. Diabetologia 36:771–777CrossRefPubMed Deary IJ, Hepburn DA, KM ML, Frier BM (1993) Partitioning the symptoms of hypoglycaemia using multi-sample confirmatory factor analysis. Diabetologia 36:771–777CrossRefPubMed
26.
go back to reference Ashburner J, Friston KJ (1999) Nonlinear spatial normalization using basis functions. Hum Brain Mapp 7:254–266CrossRefPubMed Ashburner J, Friston KJ (1999) Nonlinear spatial normalization using basis functions. Hum Brain Mapp 7:254–266CrossRefPubMed
27.
go back to reference Herscovitch P, Markham J, Raichle ME (1983) Brain blood flow measured with intravenous H2(15)O. I. Theory and error analysis. J Nucl Med 24:782–789PubMed Herscovitch P, Markham J, Raichle ME (1983) Brain blood flow measured with intravenous H2(15)O. I. Theory and error analysis. J Nucl Med 24:782–789PubMed
28.
go back to reference Friston KJ, Holmes AP, Price CJ, Büchel C, Worsley KJ (1999) Multisubject fMRI studies and conjunction analyses. NeuroImage 10:385–396CrossRefPubMed Friston KJ, Holmes AP, Price CJ, Büchel C, Worsley KJ (1999) Multisubject fMRI studies and conjunction analyses. NeuroImage 10:385–396CrossRefPubMed
29.
go back to reference Tziortzi AC, Searle GE, Tzimopoulou S et al (2011) Imaging dopamine receptors in humans with [11C]-(+)-PHNO: dissection of D3 signal and anatomy. NeuroImage 54:264–277CrossRefPubMed Tziortzi AC, Searle GE, Tzimopoulou S et al (2011) Imaging dopamine receptors in humans with [11C]-(+)-PHNO: dissection of D3 signal and anatomy. NeuroImage 54:264–277CrossRefPubMed
30.
go back to reference Sherman SM (2016) Thalamus plays a central role in ongoing cortical functioning. Nat Neurosci 19:533–541CrossRefPubMed Sherman SM (2016) Thalamus plays a central role in ongoing cortical functioning. Nat Neurosci 19:533–541CrossRefPubMed
31.
go back to reference Kameyama M, Murakami K, Jinzaki M (2016) Comparison of [(15)O] H2O positron emission tomography and functional magnetic resonance imaging in activation studies. World J Nucl Med 15:3–6PubMedPubMedCentral Kameyama M, Murakami K, Jinzaki M (2016) Comparison of [(15)O] H2O positron emission tomography and functional magnetic resonance imaging in activation studies. World J Nucl Med 15:3–6PubMedPubMedCentral
32.
go back to reference Kringelbach ML, O’Doherty J, Rolls ET, Andrews C (2003) Activation of the human orbitofrontal cortex to a liquid food stimulus is correlated with its subjective pleasantness. Cereb Cortex 13:1064–1071CrossRefPubMed Kringelbach ML, O’Doherty J, Rolls ET, Andrews C (2003) Activation of the human orbitofrontal cortex to a liquid food stimulus is correlated with its subjective pleasantness. Cereb Cortex 13:1064–1071CrossRefPubMed
34.
go back to reference Hautzel H, Mottaghy FM, Schmidt D et al (2002) Topographic segregation and convergence of verbal, object, shape and spatial working memory in humans. Neurosci Lett 323:156–160CrossRefPubMed Hautzel H, Mottaghy FM, Schmidt D et al (2002) Topographic segregation and convergence of verbal, object, shape and spatial working memory in humans. Neurosci Lett 323:156–160CrossRefPubMed
35.
go back to reference Miller BT, D’Esposito M (2005) Searching for ‘the top’ in top-down control. Neuron 48:535–538CrossRefPubMed Miller BT, D’Esposito M (2005) Searching for ‘the top’ in top-down control. Neuron 48:535–538CrossRefPubMed
36.
go back to reference Tanji J, Hoshi E (2008) Role of the lateral prefrontal cortex in executive behavioral control. Physiol Rev 88:37–57CrossRefPubMed Tanji J, Hoshi E (2008) Role of the lateral prefrontal cortex in executive behavioral control. Physiol Rev 88:37–57CrossRefPubMed
37.
go back to reference Sakurai Y (2017) Brodmann areas 39 and 40: human parietal association area and higher cortical function. Brain Nerve 69:461–469PubMed Sakurai Y (2017) Brodmann areas 39 and 40: human parietal association area and higher cortical function. Brain Nerve 69:461–469PubMed
38.
go back to reference Gottlieb J (2007) From thought to action: the parietal cortex as a bridge between perception, action, and cognition. Neuron 53:9–16CrossRefPubMed Gottlieb J (2007) From thought to action: the parietal cortex as a bridge between perception, action, and cognition. Neuron 53:9–16CrossRefPubMed
39.
go back to reference Staniloiu A, Markowitsch HJ (2012) A rapprochement between emotion and cognition: amygdala, emotion, and self-relevance in episodic-autobiographical memory. Behav Brain Sci 35:164–166CrossRefPubMed Staniloiu A, Markowitsch HJ (2012) A rapprochement between emotion and cognition: amygdala, emotion, and self-relevance in episodic-autobiographical memory. Behav Brain Sci 35:164–166CrossRefPubMed
41.
go back to reference Rugg MD, Vilberg KL (2013) Brain networks underlying episodic memory retrieval. Curr Opin Neurobiol 23:255–260CrossRefPubMed Rugg MD, Vilberg KL (2013) Brain networks underlying episodic memory retrieval. Curr Opin Neurobiol 23:255–260CrossRefPubMed
42.
go back to reference Skirzewski M, López W, Mosquera E et al (1993) Enhanced GABAergic tone in the ventral pallidum: memory of unpleasant experiences? Brain Res 624:1–10CrossRef Skirzewski M, López W, Mosquera E et al (1993) Enhanced GABAergic tone in the ventral pallidum: memory of unpleasant experiences? Brain Res 624:1–10CrossRef
43.
go back to reference Smith CB, Choudhary P, Pernet A, Hopkins D, Amiel SA (2009) Hypoglycaemia unawareness is associated with reduced adherence to therapeutic decisions in patients with type 1 diabetes: evidence from a clinical audit. Diabetes Care 32:1196–1198CrossRefPubMedPubMedCentral Smith CB, Choudhary P, Pernet A, Hopkins D, Amiel SA (2009) Hypoglycaemia unawareness is associated with reduced adherence to therapeutic decisions in patients with type 1 diabetes: evidence from a clinical audit. Diabetes Care 32:1196–1198CrossRefPubMedPubMedCentral
45.
go back to reference Vincent JL, Snyder AZ, Fox MD et al (2006) Coherent spontaneous activity identifies a hippocampal-parietal memory network. J Neurophysiol 96:3517–3531CrossRefPubMed Vincent JL, Snyder AZ, Fox MD et al (2006) Coherent spontaneous activity identifies a hippocampal-parietal memory network. J Neurophysiol 96:3517–3531CrossRefPubMed
46.
go back to reference Gusnard DA, Akbudak E, Shulman GE, Raichle ME (2001) Medial prefrontal cortex and self-referential mental activity: relation to a default mode of brain function. Proc Natl Acad Sci 98:4259–4264CrossRefPubMedPubMedCentral Gusnard DA, Akbudak E, Shulman GE, Raichle ME (2001) Medial prefrontal cortex and self-referential mental activity: relation to a default mode of brain function. Proc Natl Acad Sci 98:4259–4264CrossRefPubMedPubMedCentral
47.
go back to reference Cheah YS, Lee S, Ashoor G et al (2014) Ageing diminishes the modulation of human brain responses to visual food cues by meal ingestion. Int J Obes 38:1186–1192CrossRef Cheah YS, Lee S, Ashoor G et al (2014) Ageing diminishes the modulation of human brain responses to visual food cues by meal ingestion. Int J Obes 38:1186–1192CrossRef
48.
go back to reference Amiel SA, Maran A, Powrie JK, Umpleby AM, Macdonald IA (1993) Gender differences in counterregulation to hypoglycaemia. Diabetologia 36:460–464CrossRefPubMed Amiel SA, Maran A, Powrie JK, Umpleby AM, Macdonald IA (1993) Gender differences in counterregulation to hypoglycaemia. Diabetologia 36:460–464CrossRefPubMed
49.
go back to reference Davis SN, Shavers C, Costa F (2000) Gender-related differences in counterregulatory responses to antecedent hypoglycemia in normal humans. J Clin Endocrinol Metab 85:2148–2157PubMed Davis SN, Shavers C, Costa F (2000) Gender-related differences in counterregulatory responses to antecedent hypoglycemia in normal humans. J Clin Endocrinol Metab 85:2148–2157PubMed
Metadata
Title
The impact of hypoglycaemia awareness status on regional brain responses to acute hypoglycaemia in men with type 1 diabetes
Authors
Joel T. Dunn
Pratik Choudhary
Ming Ming Teh
Ian Macdonald
Katharine F. Hunt
Paul K. Marsden
Stephanie A. Amiel
Publication date
01-07-2018
Publisher
Springer Berlin Heidelberg
Published in
Diabetologia / Issue 7/2018
Print ISSN: 0012-186X
Electronic ISSN: 1432-0428
DOI
https://doi.org/10.1007/s00125-018-4622-2

Other articles of this Issue 7/2018

Diabetologia 7/2018 Go to the issue