Effects of prior hypoglycemia and hyperglycemia on cognition in children with type 1 diabetes mellitus
Open accessAbstract
OBJECTIVE: Despite the general consensus that youth with type 1 diabetes mellitus (T1DM) can experience modest cognitive impairment, debate continues over the role of severe hypoglycemia (Hypo) and/or hyperglycemia (Hyper) in producing such impairment. Our aim was to determine how Hypo and Hyper experienced during brain development predict patterns of subsequent cognitive performance in youth with T1DM. METHODS: We tested youth aged 5-16 yr (T1DM, n = 117; non-diabetic sibling controls, n = 58) on cognitive tasks (verbal and spatial intelligence, verbal and spatial memory, and processing speed). T1DM participants were categorized as having experienced 0, 1-2, or 3 or more (3+) Hypo episodes, as having their first Hypo episode before or after 5 yr of age and as having early (before age 5) or late (after age 5) diabetes onset. Hyper exposure was estimated with median hemoglobin A1c, adjusted for diabetes duration for each subject. RESULTS: The group with T1DM had lower estimated verbal intelligence than sibling controls. Within the T1DM group, verbal intelligence was reduced with increased exposure to Hyper, not to Hypo. In contrast, spatial intelligence and delayed recall were reduced only with repeated Hypo, particularly when Hypo episodes occurred before the age of 5 yr. Age of onset did not explain these results. CONCLUSIONS: Hypo and Hyper have qualitatively different effects on cognitive function in T1DM that depend in part on the timing of exposure during development, independent of onset age. This information extends the known benefits of avoiding both Hypo and chronic Hyper during childhood to include preservation of specific cognitive skills.
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Children who experience hypoglycemia before the age of 5 years seem to be more affected in cognitive function and cerebral structure than those who do not have hypoglycemia until later.
“Recent studies have examined the impact of hypoglycemia on cognitive function and cerebral structure in children and found that those who experience this complication before the age of 5 years seem to be more affected than those who do not have hypoglycemia until later (7).”
From Hypoglycemia and Diabetes: A Report of a Workgroup of the American Diabetes Association and The Endocrine Society (2013) · cites this paper as [7]
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Cites
Applied Regression Analysis and Other Multivariable Methods
Walker, E., Kleinbaum, D. G., Kupper, L. L., & Muller, K. E. (1989) · Technometrics · doi:10.2307/1270375 · Cited by 8,538 · see citing works
Four Factor Index of Social Status [1975]
Hollingshead, A. B. (1975) · Cited by 5,151 · see citing works
Epidemiology of severe hypoglycemia in the diabetes control and complications trial
(1991) · The American Journal of Medicine · doi:10.1016/0002-9343(91)80085-z · Cited by 807 · see citing works
Long-term effect of diabetes and its treatment on cognitive function
(2007) · New England Journal of Medicine · doi:10.1056/nejmoa066397 · Cited by 646 · see citing works
Faust, M. E., Balota, D. A., Spieler, D. H., & Ferraro, F. R. (1999) · Psychological Bulletin · doi:10.1037/0033-2909.125.6.777 · Cited by 622 · see citing works
Type 2 diabetes and atrophy of medial temporal lobe structures on brain MRI
den Heijer, T., Vermeer, S. E., van Dijk, E. J., Prins, N. D., Koudstaal, P. J., Albert Hofman, D., & Breteler, M. M. B. (2003) · Diabetologia · doi:10.1007/s00125-003-1235-0 · Cited by 512 · see citing works
Cognitive Deficits in Adolescents Who Developed Diabetes Early in Life
Ryan, C. M., Vega, A., & DRASH, A. L. (1985) · PEDIATRICS · doi:10.1542/peds.75.5.921 · Cited by 418 · see citing works
Measuring Socioeconomic Status
Cirino, P. T., Chin, C. E., Sevcik, R. A., Wolf, M., Lovett, M. W., & Morris, R. D. (2002) · Assessment · doi:10.1177/10791102009002005 · Cited by 371 · see citing works
Brain Imaging in Patients With Diabetes
van Harten, B., de Leeuw, F., Weinstein, H. C., Scheltens, P., & Biessels, G. J. (2006) · Diabetes Care · doi:10.2337/dc06-1637 · Cited by 349 · see citing works
Neuropsychological Profiles of Children With Type 1 Diabetes 6 Years After Disease Onset
NORTHAM, E. A., Anderson, P. J., Jacobs, R. K., Hughes, M., Warne, G. L., & Werther, G. A. (2001) · Diabetes Care · doi:10.2337/diacare.24.9.1541 · Cited by 335 · see citing works
Hassan, K., Loar, R. W., Anderson, B. J., & Heptulla, R. A. (2006) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2006.05.039 · Cited by 287 · see citing works
Davis, E. A., Keating, B., Byrne, G. C., Russell, M., & Jones, T. W. (1997) · Diabetes Care · doi:10.2337/diacare.20.1.22 · Cited by 273 · see citing works
Magnetic Resonance Imaging Signal Hyperintensities in the Deep and Subcortical White Matter
Schmidt, R. (1992) · Archives of Neurology · doi:10.1001/archneur.1992.00530320049011 · Cited by 246 · see citing works
Rovet, J. F., & Ehrlich, R. M. (1999) · The Journal of Pediatrics · doi:10.1016/s0022-3476(99)70211-8 · Cited by 224 · see citing works
Neurocognitive Correlates of Type 1 Diabetes Mellitus in Childhood
Desrocher, M. E., & ROVET, J. F. (2004) · Child Neuropsychology · doi:10.1076/chin.10.1.36.26241 · Cited by 200 · see citing works
Intellectual Deficits Associated With Early Onset of Insulin-Dependent Diabetes Mellitus in Children
ROVET, J. F., Ehrlich, R. M., & Hoppe, M. K. (1987) · Diabetes Care · doi:10.2337/diacare.10.4.510 · Cited by 173 · see citing works
Memory deficits before and after temporal lobectomy: Effect of laterality and age of onset
Saykin, A. J., Gur, R. C., Sussman, N. M., et al. (1989) · Brain and Cognition · doi:10.1016/0278-2626(89)90029-8 · Cited by 160 · see citing works
The Diabetes Control and Complications Trial Research Group* (1996) · Annals of Internal Medicine · doi:10.7326/0003-4819-124-4-199602150-00001 · Cited by 160 · see citing works
Frequency and Timing of Severe Hypoglycemia Affects Spatial Memory in Children With Type 1 Diabetes
Hershey, T. G., Perantie, D. C., Warren, S. L., Zimmerman, E. C., Sadler, M., & White, N. H. (2005) · Diabetes Care · doi:10.2337/diacare.28.10.2372 · Cited by 157 · see citing works
Self-citationNeuropsychological Complications of IDDM in Children 2 Years After Disease Onset
NORTHAM, E. A., Anderson, P. J., Werther, G. A., Warne, G. L., Adler, R., & Andrewes, D. G. (1998) · Diabetes Care · doi:10.2337/diacare.21.3.379 · Cited by 154 · see citing works
Ryan, C. M. (2006) · Pediatric Diabetes · doi:10.1111/j.1399-5448.2006.00206.x · Cited by 151 · see citing works
Neurocognitive Functioning in Children Diagnosed with Diabetes Before Age 10 Years
KAUFMAN, F. R., Epport, K., Engilman, R., & Halvorson, M. (1999) · Journal of Diabetes and its Complications · doi:10.1016/s1056-8727(98)00029-4 · Cited by 128 · see citing works
Neuropathologic findings in three cases of profound hypoglycemia.
Auer, R. N., Hugh, J. M., Cosgrove, E., et al. (1989) · PubMed · Cited by 117 · see citing works
Factors Associated With Academic Achievement in Children With Type 1 Diabetes
McCarthy, A. M., Lindgren, S. D., Mengeling, M. A., Tsalikian, E., & Engvall, J. C. (2003) · Diabetes Care · doi:10.2337/diacare.26.1.112 · Cited by 116 · see citing works
Therapy Insight: the impact of type 1 diabetes on brain development and function
NORTHAM, E. A., Rankins, D., & Cameron, F. J. (2006) · Nature Clinical Practice Neurology · doi:10.1038/ncpneuro0097 · Cited by 113 · see citing works
Effects of Reversible Inactivation of the Neonatal Ventral Hippocampus on Behavior in the Adult Rat
Lipska, B. K., Halim, N. D., Segal, P. N., & Weinberger, D. R. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-07-02835.2002 · Cited by 105 · see citing works
Cognitive Profiles of Children with Insulin-dependent Diabetes
Holmes, C. S., & Richman, L. C. (1985) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/00004703-198512000-00001 · Cited by 101 · see citing works
Northam, E., Anderson, P. J., Werther, G. A., Warne, G. L., & Andrewes, D. G. (1999) · Diabetes Care · doi:10.2337/diacare.22.9.1438 · Cited by 101 · see citing works
Dyck, P. J., Davies, J. L., Clark, V. M., Litchy, W. J., Dyck, P. J. B., Klein, C. J., Rizza, R. A., Pach, J. M., Klein, R., Larson, T. S., et al. (2006) · Diabetes Care · doi:10.2337/dc06-0525 · Cited by 99 · see citing works
Chalmers, J., Risk, M. T. A., Kean, D. M., Grant, R., Ashworth, B., & Campbell, I. W. (1991) · Diabetes Care · doi:10.2337/diacare.14.10.922 · Cited by 93 · see citing works
Repetitive Hypoglycemia in Young Rats Impairs Hippocampal Long-Term Potentiation
Yamada, K. A., Rensing, N. R., Izumi, Y., de Erausquin, G. A., Gazit, V. A., Dorsey, D. A., & Herrera, D. G. (2003) · Pediatric Research · doi:10.1203/01.pdr.0000110523.07240.c1 · Cited by 86 · see citing works
Intellective Functioning and Strategy Use in Children with Insulin-dependent Diabetes Mellitus
Hagen, J. W., Barclay, C. R., Anderson, B. J., Feeman, D. J., Segal, S. S., Bacon, G. E., & Goldstein, G. W. (1990) · Child Development · doi:10.1111/j.1467-8624.1990.tb03561.x · Cited by 72 · see citing works
Hershey, T. G., Lillie, R., Sadler, M., & White, N. H. (2004) · Pediatric Diabetes · doi:10.1111/j.1399-543x.2004.00045.x · Cited by 55 · see citing works
Self-citationIntellective Functioning and Strategy Use in Children with Insulin-Dependent Diabetes Mellitus
Hagen, J. W., Barclay, C. R., Anderson, B. J., et al. (1990) · Child Development · doi:10.2307/1130833 · Cited by 50 · see citing works
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Seaquist, E. R., Anderson, J., Childs, B., Cryer, P., Dagogo-Jack, S., Fish, L., Heller, S. R., Rodriguez, H., Rosenzweig, J., & Vigersky, R. (2013) · Diabetes Care · doi:10.2337/dc12-2480 · Cited by 1,389 · see citing works
“Since then, new evidence has become available that links hypoglycemia with adverse outcomes in older patients with type 2 diabetes (3–6) and in children with type 1 diabetes (7,8).”
BackgroundSeaquist, E. R., Anderson, J., Childs, B., Cryer, P., Dagogo-Jack, S., Fish, L., Heller, S. R., Rodriguez, H., Rosenzweig, J., & Vigersky, R. (2013) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2012-4127 · Cited by 412 · see citing works
Cognitive Function in Children With Type 1 Diabetes
Gaudieri, P. A., Chen, R., Greer, T. F., & Holmes, C. S. (2008) · Diabetes Care · doi:10.2337/dc07-2132 · Cited by 353 · see citing works
Mechanisms of hypoglycemia unawareness and implications in diabetic patients
Martín-Timón, I. (2015) · World Journal of Diabetes · doi:10.4239/wjd.v6.i7.912 · Cited by 204 · see citing works
A look inside the diabetic brain: Contributors to diabetes-induced brain aging
Wrighten, S. A., Piroli, G. G., Grillo, C. A., & Reagan, L. P. (2009) · Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease · doi:10.1016/j.bbadis.2008.10.013 · Cited by 195 · see citing works
Tonoli, C., Heyman, E., Roelands, B., Pattyn, N., Buyse, L., Piacentini, M. F., Berthoin, S., & Meeusen, R. (2014) · Journal of Diabetes · doi:10.1111/1753-0407.12193 · Cited by 148 · see citing works
Van Name, M. A., Hilliard, M. E., Boyle, C. T., Miller, K. M., DeSalvo, D. J., Anderson, B. J., Laffel, L. M., Woerner, S. E., DiMeglio, L. A., & Tamborlane, W. V. (2018) · Pediatric Diabetes · doi:10.1111/pedi.12525 · Cited by 139 · see citing works
Managing diabetes in preschool children
Sundberg, F., Barnard, K., Cato, A., de Beaufort, C., DiMeglio, L. A., Dooley, G., Hershey, T., Hitchcock, J., Jain, V., Weissberg-Benchell, J., et al. (2017) · Pediatric Diabetes · doi:10.1111/pedi.12554 · Cited by 91 · see citing works
Self-citationThe impact of diabetes on cerebral structure and function
Seaquist, E. R. (2015) · Psychosomatic Medicine · doi:10.1097/psy.0000000000000207 · Cited by 74 · see citing works
McTavish, L., & Wiltshire, E. (2011) · Pediatric Diabetes · doi:10.1111/j.1399-5448.2010.00725.x · Cited by 58 · see citing works
Van Name, M. A., Kanapka, L. G., DiMeglio, L. A., Miller, K. M., Albanese-O’Neill, A., Commissariat, P., Corathers, S. D., Harrington, K. R., Hilliard, M. E., Anderson, B. J., et al. (2023) · Journal of Diabetes Science and Technology · doi:10.1177/19322968221084667 · Cited by 20 · see citing works
Children and adolescents with type 1 diabetes and high HbA1c -- a neurodevelopmental perspective
Nylander, C., Toivonen, H., Nasic, S., Söderström, U., Tindberg, Y., & Fernell, E. (2013) · Acta Paediatrica · doi:10.1111/apa.12128 · Cited by 19 · see citing works
- Authors
- Perantie, D. C., Lim, A., Wu, J., Weaver, P., Warren, S. L., Sadler, M., White, N. H., & Hershey, T.
- Affiliations
- Washington University in St. Louis (US)
- University of Illinois Urbana-Champaign (US)
- St. Louis Children's Hospital (US)
- Corresponding author
- Hershey, Tamara
- Venue
- Pediatric Diabetes
- Publisher
- Hindawi Limited
- Published
- 2008-04
- Volume
- 9
- Issue
- 2
- Pages
- 87-95
- ISSN
- 1399-543X (ISSN-L)
- 1399-5448
- OpenAlex
- W2161158307
- Cited by
- 237
- References
- 34
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 14 · 2023: 8 · 2022: 12 · 2021: 9 · 2020: 8 · 2019: 12 · 2018: 14 · 2017: 10 · 2016: 25 · 2015: 16 · 2014: 23 · 2013: 20 · 2012: 13
- FWCI
- 10.85
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Pediatric Diabetes (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Foundation for the National Institutes of Health
- Dana Foundation
- National Institutes of Health
- National Institute of Diabetes and Digestive and Kidney Diseases (DK-64832, R01DK064832)
- National Center for Research Resources (RR.00036)
- NIH Clinical Center
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Diabetes and associated disorders
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Keywords
- type 1 diabetes, severe hypoglycemia, hyperglycemia, cognitive impairment, children, verbal intelligence, spatial ability, memory, processing speed, HbA1c, glycemic control, brain development
- MeSH terms
- Adolescent, Awareness, Blood Glucose, Child, Child, Preschool, Cognition, Diabetes Mellitus, Type 1, Female, Humans, Hyperglycemia, Hypoglycemia, Intelligence, Male, Memory, Thinking, Patient Selection, Siblings
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