Literature DB >> 26245963

Functional Connectivity of Insula, Basal Ganglia, and Prefrontal Executive Control Networks during Hypoglycemia in Type 1 Diabetes.

Nicolas R Bolo1, Gail Musen2, Donald C Simonson3, Lisa D Nickerson4, Veronica L Flores5, Tamar Siracusa6, Brandon Hager7, In Kyoon Lyoo8, Perry F Renshaw4, Alan M Jacobson9.   

Abstract

Human brain networks mediating interoceptive, behavioral, and cognitive aspects of glycemic control are not well studied. Using group independent component analysis with dual-regression approach of functional magnetic resonance imaging data, we examined the functional connectivity changes of large-scale resting state networks during sequential euglycemic-hypoglycemic clamp studies in patients with type 1 diabetes and nondiabetic controls and how these changes during hypoglycemia were related to symptoms of hypoglycemia awareness and to concurrent glycosylated hemoglobin (HbA1c) levels. During hypoglycemia, diabetic patients showed increased functional connectivity of the right anterior insula and the prefrontal cortex within the executive control network, which was associated with higher HbA1c. Controls showed decreased functional connectivity of the right anterior insula with the cerebellum/basal ganglia network and of temporal regions within the temporal pole network and increased functional connectivity in the default mode and sensorimotor networks. Functional connectivity reductions in the right basal ganglia were correlated with increases of self-reported hypoglycemic symptoms in controls but not in patients. Resting state networks that showed different group functional connectivity during hypoglycemia may be most sensitive to glycemic environment, and their connectivity patterns may have adapted to repeated glycemic excursions present in type 1 diabetes. Our results suggest that basal ganglia and insula mediation of interoceptive awareness during hypoglycemia is altered in type 1 diabetes. These changes could be neuroplastic adaptations to frequent hypoglycemic experiences. Functional connectivity changes in the insula and prefrontal cognitive networks could also reflect an adaptation to changes in brain metabolic pathways associated with chronic hyperglycemia. SIGNIFICANCE STATEMENT: The major factor limiting improved glucose control in type 1 diabetes is the significant increase in hypoglycemia associated with insulin treatment. Repeated exposure to hypoglycemia alters patients' ability to recognize the autonomic and neuroglycopenic symptoms associated with low plasma glucose levels. We examined brain resting state networks during the induction of hypoglycemia in diabetic and control subjects and found differences in networks involved in sensorimotor function, cognition, and interoceptive awareness that were related to chronic levels of glycemic control. These findings identify brain regions that are sensitive to variations in plasma glucose levels and may also provide a basis for understanding the mechanisms underlying the increased incidence of cognitive impairment and affective disorders seen in patients with diabetes.
Copyright © 2015 the authors 0270-6474/15/3511013-12$15.00/0.

Entities:  

Keywords:  executive control resting-state network; functional connectivity; functional magnetic resonance imaging; hypoglycemia; independent component analysis; type 1 diabetes

Mesh:

Year:  2015        PMID: 26245963      PMCID: PMC4524972          DOI: 10.1523/JNEUROSCI.0319-15.2015

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  44 in total

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Review 2.  Functional connectivity and neurological recovery.

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Review 4.  Advances in functional and structural MR image analysis and implementation as FSL.

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6.  Behavioral interpretations of intrinsic connectivity networks.

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7.  Brain glycogen content and metabolism in subjects with type 1 diabetes and hypoglycemia unawareness.

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8.  Regional brain activation during hypoglycemia in type 1 diabetes.

Authors:  Gail Musen; Donald C Simonson; Nicolas R Bolo; Amy Driscoll; Katie Weinger; Annaswamy Raji; Jean Théberge; Perry F Renshaw; Alan M Jacobson
Journal:  J Clin Endocrinol Metab       Date:  2008-01-15       Impact factor: 5.958

Review 9.  FSL.

Authors:  Mark Jenkinson; Christian F Beckmann; Timothy E J Behrens; Mark W Woolrich; Stephen M Smith
Journal:  Neuroimage       Date:  2011-09-16       Impact factor: 6.556

10.  Brain activation during working memory is altered in patients with type 1 diabetes during hypoglycemia.

Authors:  Nicolas R Bolo; Gail Musen; Alan M Jacobson; Katie Weinger; Richard L McCartney; Veronica Flores; Perry F Renshaw; Donald C Simonson
Journal:  Diabetes       Date:  2011-10-07       Impact factor: 9.461

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  21 in total

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Journal:  Psychosom Med       Date:  2017-06       Impact factor: 4.312

2.  Compensatory Hyperconnectivity in Developing Brains of Young Children With Type 1 Diabetes.

Authors:  Manish Saggar; Eva Tsalikian; Nelly Mauras; Paul Mazaika; Neil H White; Stuart Weinzimer; Bruce Buckingham; Tamara Hershey; Allan L Reiss
Journal:  Diabetes       Date:  2016-10-04       Impact factor: 9.461

3.  Prefronto-temporal white matter microstructural alterations 20 years after the diagnosis of type 1 diabetes mellitus.

Authors:  Sujung Yoon; Jungyoon Kim; Gail Musen; Perry F Renshaw; Jaeuk Hwang; Nicolas R Bolo; Jieun E Kim; Donald C Simonson; Katie Weinger; Christopher M Ryan; In Kyoon Lyoo; Alan M Jacobson
Journal:  Pediatr Diabetes       Date:  2017-09-20       Impact factor: 4.866

4.  Differential Resting State Connectivity Responses to Glycemic State in Type 1 Diabetes.

Authors:  Lisa Parikh; Dongju Seo; Cheryl Lacadie; Renata Belfort-Deaguiar; Derek Groskreutz; Muhammad Hamza; Feng Dai; Dustin Scheinost; Rajita Sinha; R Todd Constable; Robert Sherwin; Janice Jin Hwang
Journal:  J Clin Endocrinol Metab       Date:  2020-01-01       Impact factor: 5.958

5.  Hyperglycemia and hyperinsulinemia effects on anterior cingulate cortex myoinositol-relation to brain network functional connectivity in healthy adults.

Authors:  Nicolas R Bolo; Alan M Jacobson; Gail Musen; Donald C Simonson
Journal:  J Neurophysiol       Date:  2022-04-13       Impact factor: 2.974

6.  Acute Hyperglycemia Increases Brain Pregenual Anterior Cingulate Cortex Glutamate Concentrations in Type 1 Diabetes.

Authors:  Nicolas R Bolo; Alan M Jacobson; Gail Musen; Matcheri S Keshavan; Donald C Simonson
Journal:  Diabetes       Date:  2020-04-15       Impact factor: 9.461

Review 7.  Resting-state functional MR imaging shed insights into the brain of diabetes.

Authors:  Yun Fei Wang; Xue Man Ji; Guang Ming Lu; Long Jiang Zhang
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8.  Hypoglycemia unawareness in type 1 diabetes suppresses brain responses to hypoglycemia.

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9.  Brain Function Differences in Children With Type 1 Diabetes: A Functional MRI Study of Working Memory.

Authors:  Lara C Foland-Ross; Gabby Tong; Nelly Mauras; Allison Cato; Tandy Aye; Michael Tansey; Neil H White; Stuart A Weinzimer; Kimberly Englert; Hanyang Shen; Paul K Mazaika; Allan L Reiss
Journal:  Diabetes       Date:  2020-05-29       Impact factor: 9.461

10.  The connectivity domain: Analyzing resting state fMRI data using feature-based data-driven and model-based methods.

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Journal:  Neuroimage       Date:  2016-04-12       Impact factor: 6.556

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