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Ray MK, Fleming J, Aschenbrenner A, Hassenstab J, Redwine B, Burns C, Arbelaez AM, Vajravelu ME, Hershey T. Assessing Dynamic Cognitive Function in the Daily Lives of Youths With and Without Type 1 Diabetes: Usability Study. JMIR Form Res 2025; 9:e60275. [PMID: 39935012 PMCID: PMC11835789 DOI: 10.2196/60275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 12/20/2024] [Accepted: 12/21/2024] [Indexed: 02/13/2025] Open
Abstract
Background Studies have shown a relationship between worse glycemic control and lower cognitive scores in youths with type 1 diabetes (T1D). However, most studies assess long-term glucose control (eg, years-decades) and cognition at a single time point. Understanding this relationship at a higher temporal resolution (eg, minutes-hours) and in naturalistic settings has potential clinical implications. Newer technology (eg, continuous glucose monitoring [CGM] and ecological momentary assessment) provides a unique opportunity to explore the glucose dynamics that influence dynamic cognition; that is, cognitive functions that fluctuate short-term and are influenced by environmental factors. Objective Before we can assess this relationship, we need to determine the feasibility of measuring cognition in youths in daily life and determine the plausibility of obtaining glucose variation with CGM to be integrated with real-time cognition measures. This study's purpose was to assess the acceptability of measuring dynamic cognition using a smartphone app and adherence to cognitive testing in daily life in youths with and without T1D. Further, we assessed CGM-derived glucose measures at temporally related timeframes to cognitive testing in naturalistic settings. Methods Data were obtained from 3 studies including one in-laboratory study and 2 remote studies. For all studies, youths were asked to complete cognitive tests on the Ambulatory Research in Cognition (ARC) smartphone app that measured processing speed, associative memory, and working memory. For the in-laboratory study, youths completed testing 4 times during 1 session. For the remote studies, youths were asked to complete cognitive tests 5 times per day for either 10 or 14 consecutive days in daily life. Youths were asked to rate their impressions of the app. Youths with T1D wore a CGM. Results 74 youths (n=53 control; n=21 T1D) aged 4-16 years participated. Youths generally reported liking or understanding the ARC app tasks in a laboratory and remote setting. Youths had high testing adherence in daily life (2350/3080 to 721/900, 76.3%-80.2%) and none dropped out. The percentage of measurements within each glycemic range taken immediately before the app's cognitive testing was 3% (28/942) low glucose, 51% (484/942) euglycemia, 23% (221/942) high glucose, and 22% (210/942) very high glucose. In the 2-hour window before each cognitive task, mean glucose was 182.5 (SD 76.2) mg/dL, SD in glucose was 27.1 mg/dL (SD 18.7), and the mean maximum difference between the highest and lowest glucose was 85.5 (SD 53.7) mg/dL. Conclusions The results suggest that using the ARC smartphone app to assess dynamic cognitive functions in youths with and without T1D is feasible. Further, we showed CGM-derived glycemic variability at temporally associated timeframes of dynamic cognitive assessments. The next steps include using ecological momentary assessment in a fully powered study to determine the relationship between short-term glycemic control and cognition in youths with T1D.
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Affiliation(s)
- Mary Katherine Ray
- Department of Psychiatry, Washington University in St. Louis, 660 S. Euclid Avenue, St. Louis, MO, 63110, United States, 1 3142738322
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, United States
| | - Jorie Fleming
- Department of Psychiatry, Washington University in St. Louis, 660 S. Euclid Avenue, St. Louis, MO, 63110, United States, 1 3142738322
| | - Andrew Aschenbrenner
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, United States
| | - Jason Hassenstab
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, United States
| | - Brooke Redwine
- Department of Psychiatry, Washington University in St. Louis, 660 S. Euclid Avenue, St. Louis, MO, 63110, United States, 1 3142738322
| | - Carissa Burns
- Department of Psychiatry, Washington University in St. Louis, 660 S. Euclid Avenue, St. Louis, MO, 63110, United States, 1 3142738322
| | - Ana Maria Arbelaez
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO, United States
| | - Mary Ellen Vajravelu
- Division of Pediatric Endocrinology, Diabetes, and Metabolism, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Tamara Hershey
- Department of Psychiatry, Washington University in St. Louis, 660 S. Euclid Avenue, St. Louis, MO, 63110, United States, 1 3142738322
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, United States
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Thorsted AB, Thygesen LC, Hoffmann SH, Rosenkilde S, Lehn SF, Lundby-Christensen L, Horsbøl TA. Educational outcomes and the role of comorbidity among adolescents with type 1-diabetes in Denmark. Diabet Med 2024; 41:e15270. [PMID: 38173089 DOI: 10.1111/dme.15270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 11/01/2023] [Accepted: 12/06/2023] [Indexed: 01/05/2024]
Abstract
AIMS To examine educational outcomes among adolescents with type 1 diabetes and determine the role of comorbidity. METHODS We conducted a nationwide register-based cohort study including 3370 individuals born between 1991 and 2003 and diagnosed with type 1 diabetes before the age of 16. They were all matched with up to four individuals without type 1 diabetes on age, gender, parents' educational level and immigration status. Information on comorbidity was based on hospital diagnoses. The individuals were followed in registers to determine whether they finished compulsory school (9th grade, usually at the age of 15-16 years), and were enrolled in secondary education by age 18 years. RESULTS Individuals with type 1 diabetes were more likely not to complete compulsory school (OR 1.44, 95% CI 1.26-1.64), and not being enrolled in an upper secondary education by age 18 (OR 1.50, 95% CI 1.31-1.73) compared to their peers. A total of 1869 (56%) individuals with type 1 diabetes were registered with at least one somatic (n = 1709) or psychiatric comorbidity (n = 389). Those with type 1 diabetes and psychiatric comorbidity were more likely not to complete compulsory school (OR 2.47, 95% CI 1.54-3.96), and not being enrolled in an upper secondary education by age 18 (OR 3.66, 95% CI 2.27-5.91) compared to those with type 1 diabetes only. Further, there was a tendency towards an association between having somatic comorbidity and adverse educational outcomes (OR 1.25, 95% CI 0.97-1.63; OR 1.26, 95% CI 0.95-1.66) among adolescents with type 1 diabetes. The associations differed markedly between diagnostic comorbidity groups. CONCLUSION Type 1 diabetes affects educational attainment and participation among adolescents. Psychiatric comorbidity contributes to adverse educational outcomes in this group, and there is a tendency that somatic comorbidity also plays a role.
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Affiliation(s)
- Anne Bonde Thorsted
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Lau Caspar Thygesen
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Sofie Have Hoffmann
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Siri Rosenkilde
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Sara Fokdal Lehn
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
- Steno Diabetes Center Sjaelland, Holbæk, Denmark
| | - Louise Lundby-Christensen
- Department of Pediatrics and Adolescents Medicine, Amager and Hvidovre University Hospital, Hvidovre, Denmark
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Nouira S, Ach T, Ammar A, Ach M, Sabbagh G, Ezzi O, Benabdelkrim A. Prevalence and factors associated with school failure in children with type 1 diabetes. Pediatr Endocrinol Diabetes Metab 2024; 30:3-7. [PMID: 39026473 PMCID: PMC11037087 DOI: 10.5114/pedm.2023.133124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 10/22/2023] [Indexed: 07/20/2024]
Abstract
INTRODUCTION Type 1 diabetes mellitus (T1DM) is a health problem that can be difficult for young people to accept. The aim of this study is to determine the prevalence and characteristics of school failure in children with T1DM and to identify the associated factors. MATERIAL AND METHODS This is a retrospective study conducted in the endocrinology department of the Farhat Hached Hospital in Sousse, regarding T1DM patients, by analysing their school and career paths according to their clinicobiological and social data. School failure was defined in our study by the presence of at least one year's repetition and/or exclusion from school. RESULTS Our study included 70 patients. School failure was recorded in 71.4% of cases. School drop-out was observed in 47.1% of patients. The reasons for school drop-out were iterative hospitalizations in 31.4% of cases and glycaemic instability with hyper/hypoglycaemic fluctuations in 17.1%. Multivariate analysis showed that the risk factors significantly associated with school failure were, respectively, number of hospitalizations for ketosis ≥ 5 (p = 0.037) and higher mean HbA1c at the last consultations (p = 0.001). Use of functional insulin therapy (p = 0.031) and use of insulin analogue (p = 0.004) were significantly protective factors. CONCLUSIONS The risk of school failure in T1DM is real and should not be underestimated. Socioeconomic factors such as lack of financial resources, limited family support, and an unfavourable social environment can contribute to school avoidance.
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Affiliation(s)
- Sawsen Nouira
- Department of Endocrinology, University Hospital of Farhat Hached Sousse, Tunisia
| | - Taieb Ach
- Department of Endocrinology, University Hospital of Farhat Hached Sousse, Tunisia
- Laboratory of Exercise Physiology and Pathophysiology, University of Sousse, Faculty of Medicine of Sousse, Tunisia
| | - Asma Ammar
- Department of Hospital Hygiene, University of Sousse, Faculty of Medicine of Sousse, Tunisia
| | - Meriem Ach
- Family Medicine, University of Sousse, Faculty of Medicine of Sousse, Tunisia
| | - Ghada Sabbagh
- Department of Endocrinology, University Hospital of Farhat Hached Sousse, Tunisia
| | - Olfa Ezzi
- Department of Hospital Hygiene, University of Sousse, Faculty of Medicine of Sousse, Tunisia
| | - Asma Benabdelkrim
- Department of Endocrinology, University Hospital of Farhat Hached Sousse, Tunisia
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Sadek J. Attention Deficit Hyperactivity Disorder Misdiagnosis: Why Medical Evaluation Should Be a Part of ADHD Assessment. Brain Sci 2023; 13:1522. [PMID: 38002482 PMCID: PMC10669410 DOI: 10.3390/brainsci13111522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/19/2023] [Accepted: 10/27/2023] [Indexed: 11/26/2023] Open
Abstract
INTRODUCTION Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental disorder that interferes with multiple aspects of daily functioning and is associated with impairments in several domains. It may affect academic, educational, vocational, social, emotional, interpersonal, and health domains, and worsen risks to health outcomes. OBJECTIVE To identify and discuss medical conditions that commonly present with symptoms resembling ADHD. METHOD This review is selective and not systematic. It is conducted through a focused literature search through PubMed, Google Scholar, and EMBASE. Search term included "ADHD misdiagnosis", "medical conditions with ADHD like symptoms", "ADHD AND medical problems". EXCLUSION giftedness, high IQ, and any article that does not list medical conditions. The limits applied were the following: the work must have been published in the past 20 years, be on humans, and be in the English language. RESULTS There are several medical conditions that can be misdiagnosed as ADHD and may show a similar presentation to ADHD, particularly with inattentive symptoms. Examples include, but are not limited to, absence seizure disorder, diabetes, thyroid dysfunction, sleep deprivation, post-concussion states, inflammatory bowel disease, iron deficiency states and anemia, and disordered breathing. CONCLUSIONS Our review suggests that a thorough medical evaluation should be conducted prior to the diagnosis of ADHD. Allied health professionals and psychologists who diagnose ADHD should seek medical clearance from a physician prior to making the ADHD diagnosis in order to reduce misdiagnosis rates and improve patient outcomes. ADHD diagnosis should follow guidelines and be carried out under a systematic standardized approach. A full medical evaluation should be conducted to assess for medical conditions that may look like ADHD or be associated with ADHD.
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Affiliation(s)
- Joseph Sadek
- Department of Psychiatry, Dalhousie University, Halifax, NS B3H4K3, Canada
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El Kantar Y, Durán S, Lanes R, Paoli M. Evaluación del desempeño cognitivo en escolares y adolescentes con diabetes mellitus tipo 1. INVESTIGACIÓN CLÍNICA 2023. [DOI: 10.54817/ic.v64n1a03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
The study aimedto evaluate the cognitive functioning of children and adolescents with type 1 diabetes mellitus (T1DM) recruited from the IAHULA Endocrinology Outpatient Unit and to compare it to that of non-diabetics as to investigate the influence on cognition of factors re-lated to the disease. An analytical, cross-sectional observational study was carried out on a group of 30 patients with T1DM between 8 and 16 years of age and on a control group of 30 individuals matched by age, gender, education, and socioeconomic status. Interrogation and review of medi-cal records to obtain data on the clinical characteristics and treatment of T1DM were conducted. The WISC IV test was then applied to evaluate cognition and intellectual coefficient (IQ). The average age of the diabetic patients was 13.27±2.31 years, and half of them were male. Lower scores were found in the different domains of the WISC IV in the group with T1DM (p<0.01). The IQ was found to be lower in children with T1DM than in con-trols (75.47±13.87 vs. 88.57±11.06; p=0.0001). Likewise, a higher fre-quency of IQ scores below the 10th percentile was observed in the diabetic children (63.3% vs. 33.3%; p=0.02; Odds ratio: 3.45; 95%CI: 1.19-9.99). It was concluded that T1DM negatively impacts the cognitive performance of children and adolescents. Cognitive evaluation of these patients is recom-mended, as it could affect their daily life.
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Affiliation(s)
- Yusmary El Kantar
- Servicio de Endocrinología del Instituto Autónomo Hospital Universitario de Los Andes (IAHULA), Mérida, Venezuela
| | - Samy Durán
- Oficina Estadal Antidrogas, Mérida, Venezuela
| | - Roberto Lanes
- Unidad de Endocrinología Pediátrica, Hospital de Clínicas Caracas, Caracas, Venezuela
| | - Mariela Paoli
- Servicio de Endocrinología del Instituto Autónomo Hospital Universitario de Los Andes (IAHULA), Mérida, Venezuela
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The Advanced Diabetes Technologies for Reduction of the Frequency of Hypoglycemia and Minimizing the Occurrence of Severe Hypoglycemia in Children and Adolescents with Type 1 Diabetes. J Clin Med 2023; 12:jcm12030781. [PMID: 36769430 PMCID: PMC9917934 DOI: 10.3390/jcm12030781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 01/09/2023] [Accepted: 01/17/2023] [Indexed: 01/20/2023] Open
Abstract
Hypoglycemia is an often-observed acute complication in the management of children and adolescents with type 1 diabetes. It causes inappropriate glycemic outcomes and may impair the quality of life in the patients. Severe hypoglycemia with cognitive impairment, such as a convulsion and coma, is a lethal condition and is associated with later-onset cognitive impairment and brain-structural abnormalities, especially in young children. Therefore, reducing the frequency of hypoglycemia and minimizing the occurrence of severe hypoglycemia are critical issues in the management of children and adolescents with type 1 diabetes. Advanced diabetes technologies, including continuous glucose monitoring and sensor-augmented insulin pumps with low-glucose suspension systems, can reduce the frequency of hypoglycemia and the occurrence of severe hypoglycemia without aggravating glycemic control. The hybrid closed-loop system, an automated insulin delivery system, must be the most promising means to achieve appropriate glycemic control with preventing severe hypoglycemia. The use of these advanced diabetes technologies could improve glycemic outcomes and the quality of life in children and adolescents with type 1 diabetes.
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7
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Marissal-Arvy N, Moisan MP. Diabetes and associated cognitive disorders: Role of the Hypothalamic-Pituitary Adrenal axis. Metabol Open 2022; 15:100202. [PMID: 35958117 PMCID: PMC9357829 DOI: 10.1016/j.metop.2022.100202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 07/18/2022] [Accepted: 07/20/2022] [Indexed: 11/12/2022] Open
Abstract
Both diabetes types, types 1 and 2, are associated with cognitive impairments. Each period of life is concerned, and this is an increasing public health problem. Animal models have been developed to investigate the biological actors involved in such impairments. Many levels of the brain function (structure, volume, neurogenesis, neurotransmission, behavior) are involved. In this review, we detailed the part potentially played by the Hypothalamic-Pituitary Adrenal axis in these dysfunctions. Notably, regulating glucocorticoid levels, their receptors and their bioavailability appear to be relevant for future research studies, and treatment development.
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Affiliation(s)
- Nathalie Marissal-Arvy
- INRAE, Laboratoire de Nutrition et Neurobiologie Intégrée, UMR 1286, UFR de Pharmacie, 146 Rue Léo Saignat, 33076, Bordeaux Cedex, France
| | - Marie-Pierre Moisan
- University of Bordeaux, Nutrition et Neurobiologie Intégrée, UMR 1286, 33000, Bordeaux, France
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8
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Mitchell RJ, McMaugh A, Woodhead H, Lystad RP, Zurynski Y, Badgery‐Parker T, Cameron CM, Hng T. The impact of type 1 diabetes mellitus in childhood on academic performance: A matched population-based cohort study. Pediatr Diabetes 2022; 23:411-420. [PMID: 35080102 PMCID: PMC9306722 DOI: 10.1111/pedi.13317] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Revised: 11/30/2021] [Accepted: 01/18/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND AND OBJECTIVE The impact of type 1 diabetes mellitus (T1D) on academic performance is inconclusive. This study aims to compare scholastic performance and high-school completion in young people hospitalized with T1D compared to matched peers not hospitalized with diabetes. RESEARCH DESIGN Retrospective case-comparison cohort study. METHOD A population-level matched case-comparison study of people aged ≤18 hospitalized with T1D during 2005-2018 in New South Wales, Australia using linked health-related and education records. The comparison cohort was matched on age, gender, and residential postcode. Generalized linear mixed modeling examined risk of school performance below the national minimum standard (NMS) and generalized linear regression examined risk of not completing high school for young people hospitalized with T1D compared to peers. Adjusted relative risks (ARR) were calculated. RESULTS Young females and males hospitalized with T1D did not have a higher risk of not achieving the NMS compared to peers for numeracy (ARR: 1.19; 95%CI 0.77-1.84 and ARR: 0.74; 95%CI 0.46-1.19) or reading (ARR: 0.98; 95%CI 0.63-1.50 and ARR: 0.85; 95%CI 0.58-1.24), respectively. Young T1D hospitalized females had a higher risk of not completing year 11 (ARR: 1.73; 95%CI 1.19-2.53) or 12 (ARR: 1.65; 95%CI 1.17-2.33) compared to peers, while hospitalized T1D males did not. CONCLUSIONS There was no difference in academic performance in youth hospitalized with T1D compared to peers. Improved glucose control and T1D management may explain the absence of school performance decrements in students with T1D. However, females hospitalized with T1D had a higher risk of not completing high school. Potential associations of this increased risk, with attention to T1D and psycho-social management, should be investigated.
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Affiliation(s)
- Rebecca J. Mitchell
- Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNSWAustralia
| | - Anne McMaugh
- The Macquarie School of EducationMacquarie UniversitySydneyNSWAustralia
| | - Helen Woodhead
- School of Women's and Children's Health, Faculty of MedicineUniversity of New South WalesSydneyNSWAustralia,Department of Paediatric Diabetes and EndocrinologyRoyal North Shore HospitalSydneyNSWAustralia,Department of Endocrinology and DiabetesSydney Children's HospitalSydneyNSWAustralia
| | - Reidar P. Lystad
- Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNSWAustralia
| | - Yvonne Zurynski
- Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNSWAustralia
| | - Tim Badgery‐Parker
- Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNSWAustralia
| | - Cate M. Cameron
- Jamieson Trauma InstituteRoyal Brisbane & Women's Hospital, Metro North Hospital and Health Services DistrictBrisbaneQLDAustralia,Centre for Healthcare Transformation, Australian Centre for Health Services InnovationQueensland University of TechnologyBrisbaneQLDAustralia
| | - Tien‐Ming Hng
- Department of Diabetes and EndocrinologyBlacktown and Mount Druitt HospitalSydneyNSWAustralia,School of MedicineWestern Sydney UniversitySydneyNSWAustralia
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Lacy ME, Moran C, Gilsanz P, Beeri MS, Karter AJ, Whitmer RA. Comparison of cognitive function in older adults with type 1 diabetes, type 2 diabetes, and no diabetes: results from the Study of Longevity in Diabetes (SOLID). BMJ Open Diabetes Res Care 2022; 10:10/2/e002557. [PMID: 35346969 PMCID: PMC8961108 DOI: 10.1136/bmjdrc-2021-002557] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 03/06/2022] [Indexed: 11/15/2022] Open
Abstract
INTRODUCTION The incidence of both type 1 diabetes (T1D) and type 2 diabetes (T2D) is increasing. Life expectancy is improving in T1D, resulting in a growing population of elderly adults with diabetes. While it is well established that older adults with T2D are at increased risk of cognitive impairment, little is known regarding cognitive aging in T1D and how their cognitive profiles may differ from T2D. RESEARCH DESIGN AND METHODS We compared baseline cognitive function and low cognitive function by diabetes status (n=734 T1D, n=232 T2D, n=247 without diabetes) among individuals from the Study of Longevity in Diabetes (mean age=68). We used factor analysis to group cognition into five domains and a composite measure of total cognition. Using linear and logistic regression models, we examined the associations between diabetes type and cognitive function, adjusting for demographics, comorbidities, depression, and sleep quality. RESULTS T1D was associated with lower scores on total cognition, language, executive function/psychomotor processing speed, and verbal episodic memory, and greater odds of low executive function/psychomotor processing speed (OR=2.99, 95% CI 1.66 to 5.37) and verbal episodic memory (OR=1.92, 95% CI 1.07 to 3.46), compared with those without diabetes. T2D was associated with lower scores on visual episodic memory. Compared with T2D, T1D was associated with lower scores on verbal episodic memory and executive function/psychomotor processing speed and greater odds of low executive function/psychomotor processing speed (OR=1.74, 95% CI 1.03 to 2.92). CONCLUSIONS Older adults with T1D had significantly poorer cognition compared with those with T2D and those without diabetes even after accounting for a range of comorbidities. Future studies should delineate how to reduce risk in this vulnerable population who are newly surviving to old age.
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Affiliation(s)
- Mary E Lacy
- Department of Epidemiology, University of Kentucky, Lexington, Kentucky, USA
- Division of Research, Kaiser Permanente, Oakland, California, USA
| | - Chris Moran
- Academic Unit, Peninsula Clinical School, Monash University Central Clinical School, Melbourne, Victoria, Australia
| | - Paola Gilsanz
- Division of Research, Kaiser Permanente, Oakland, California, USA
| | - Michal S Beeri
- Icahn School of Medicine at Mount Sinai, New York City, New York, USA
- Joseph Sagol Neuroscience, Sheba Medical Center, Tel Hashomer, Israel
| | - Andrew J Karter
- Division of Research, Kaiser Permanente, Oakland, California, USA
| | - Rachel A Whitmer
- Division of Research, Kaiser Permanente, Oakland, California, USA
- Department of Epidemiology, University of California Davis School of Medicine, Davis, California, USA
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10
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Erichsen JM, Fadel JR, Reagan LP. Peripheral versus central insulin and leptin resistance: Role in metabolic disorders, cognition, and neuropsychiatric diseases. Neuropharmacology 2022; 203:108877. [PMID: 34762922 PMCID: PMC8642294 DOI: 10.1016/j.neuropharm.2021.108877] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 10/14/2021] [Accepted: 11/04/2021] [Indexed: 02/06/2023]
Abstract
Insulin and leptin are classically regarded as peptide hormones that play key roles in metabolism. In actuality, they serve several functions in both the periphery and central nervous system (CNS). Likewise, insulin and leptin resistance can occur both peripherally and centrally. Metabolic disorders such as diabetes and obesity share several key features including insulin and leptin resistance. While the peripheral effects of these disorders are well-known (i.e. cardiovascular disease, hypertension, stroke, dyslipidemia, etc.), the CNS complications of leptin and insulin resistance have come into sharper focus. Both preclinical and clinical findings have indicated that insulin and leptin resistance are associated with cognitive deficits and neuropsychiatric diseases such as depression. Importantly, these studies also suggest that these deficits in neuroplasticity can be reversed by restoration of insulin and leptin sensitivity. In view of these observations, this review will describe, in detail, the peripheral and central functions of insulin and leptin and explain the role of insulin and leptin resistance in various metabolic disorders, cognition, and neuropsychiatric diseases.
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Affiliation(s)
- Jennifer M Erichsen
- University of South Carolina School of Medicine, Department of Pharmacology, Physiology, and Neuroscience, Columbia, SC, 29208, USA.
| | - Jim R Fadel
- University of South Carolina School of Medicine, Department of Pharmacology, Physiology, and Neuroscience, Columbia, SC, 29208, USA
| | - Lawrence P Reagan
- University of South Carolina School of Medicine, Department of Pharmacology, Physiology, and Neuroscience, Columbia, SC, 29208, USA; Columbia VA Health Care System, Columbia, SC, 29208, USA
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11
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Lindkvist EB, Thorsen SU, Paulsrud C, Thingholm PR, Eriksen TLM, Gaulke A, Skipper N, Svensson J. Association of type 1 diabetes and educational achievement in 16-20-year-olds: A Danish nationwide register study. Diabet Med 2022; 39:e14673. [PMID: 34407249 DOI: 10.1111/dme.14673] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 08/17/2021] [Indexed: 10/20/2022]
Abstract
AIMS The objective of the study was to compare grade point averages (GPAs) on compulsory school exit exams (exam GPA) and educational attainment at age 16 and 20 for individuals with and without type 1 diabetes. METHODS This study was a population-based retrospective cohort study, which included the 1991 to 1998 birth cohorts in Denmark. Follow-up was conducted at age 16 and 20 (follow-up period; 1 January, 2007 to 31 December, 2018). There were 2083 individuals with and 555,929 individuals without type 1 diabetes. Linear regression and generalized linear models compared outcomes with and without adjustments for socio-economic characteristics. RESULTS A total of 558,012 individuals (51% males) were followed to the age of 20. Having type 1 diabetes was associated with a lower exam GPA when adjusting for socio-economic status (difference: -0.05 (95% CI, -0.09 to -0.01), a higher relative risk of not completing compulsory school by age 16 (1.37, 95% CI, 1.22 to 1.53)), and a higher relative risk of not completing or being enrolled in upper secondary education by age 20 (1.05, 95% CI, 1.00 to 1.10). Haemoglobin A1c (HbA1c) <58 mmol/mol (7.5%), >7 BGM/day and insulin pump use were associated with better educational achievement. CONCLUSION Type 1 diabetes was associated with a marginally lower exam GPA and a higher risk of not completing compulsory school by age 16 and lower educational attainment by age 20. The findings were modified by HbA1c, BGM and insulin pump use.
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Affiliation(s)
- Emilie Bundgaard Lindkvist
- Department of Pediatrics and Adolescents, North Zealand Hospital, Hillerød, Denmark
- Department of Pediatrics and Adolescents, Copenhagen University Hospital, Herlev, Denmark
| | - Steffen Ullitz Thorsen
- Department of Pediatrics and Adolescents, Copenhagen University Hospital, Herlev, Denmark
- Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Cecilie Paulsrud
- Department of Pediatrics and Adolescents, Copenhagen University Hospital, Herlev, Denmark
| | - Peter Rønø Thingholm
- Department of Economics and Business Economics, Aarhus University, Aarhus, Denmark
| | | | - Amanda Gaulke
- Department of Economics, Kansas State University, Manhattan, USA
| | - Niels Skipper
- Department of Economics and Business Economics, Aarhus University, Aarhus, Denmark
- Centre for Integrated Register-Based Research, CIRRAU, Aarhus University, Aarhus, Denmark
| | - Jannet Svensson
- Department of Pediatrics and Adolescents, Copenhagen University Hospital, Herlev, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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12
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Affiliation(s)
- Lynne L Levitsky
- From the Department of Pediatrics, Harvard Medical School, and the Division of Pediatric Endocrinology, Massachusetts General Hospital, Boston
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13
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Cacciatore M, Grasso EA, Tripodi R, Chiarelli F. Impact of glucose metabolism on the developing brain. Front Endocrinol (Lausanne) 2022; 13:1047545. [PMID: 36619556 PMCID: PMC9816389 DOI: 10.3389/fendo.2022.1047545] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022] Open
Abstract
Glucose is the most important substrate for proper brain functioning and development, with an increased glucose consumption in relation to the need of creating new brain structures and connections. Therefore, alterations in glucose homeostasis will inevitably be associated with changes in the development of the Nervous System. Several studies demonstrated how the alteration of glucose homeostasis - both hyper and hypoglycemia- may interfere with the development of brain structures and cognitivity, including deficits in intelligence quotient, anomalies in learning and memory, as well as differences in the executive functions. Importantly, differences in brain structure and functionality were found after a single episode of diabetic ketoacidosis suggesting the importance of glycemic control and stressing the need of screening programs for type 1 diabetes to protect children from this dramatic condition. The exciting progresses of the neuroimaging techniques such as diffusion tensor imaging, has helped to improve the understanding of the effects, outcomes and mechanisms underlying brain changes following dysglycemia, and will lead to more insights on the physio-pathological mechanisms and related neurological consequences about hyper and hypoglycemia.
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14
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Zhu L, Chandran SR, Tan WB, Xin X, Goh SY, Gardner DSL. Persistent Anxiety Is Associated with Higher Glycemia Post-Transition to Adult Services in Asian Young Adults with Diabetes. Diabetes Metab J 2021; 45:67-76. [PMID: 32602276 PMCID: PMC7850875 DOI: 10.4093/dmj.2019.0226] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 03/30/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND There is little longitudinal information on psychological burden and metabolic outcomes in young adults with diabetes (YAD) in Asia. We aimed to evaluate the association between psychological status and glycemia at baseline and 2 years following transition in a cohort of YAD in Singapore. METHODS Subjects with type 1 diabetes mellitus (T1DM) and type 2 diabetes mellitus (T2DM), aged 17 to 25 years, were recruited from the YAD clinic in Singapore General Hospital. The Hospital Anxiety and Depression and Problem Areas for Diabetes scales were administered at transition (baseline) and at 18 to 24 months. Glycosylated hemoglobin (HbA1c) assessed during routine visits was tracked longitudinally. RESULTS A total of 98 T1DM (74.8%) and 33 T2DM (25.2%) subjects were recruited between January 2011 and November 2017. At baseline, mean HbA1c was 8.6%±1.7%. Only 26.0% achieved HbA1c of ≤7.5% and 16.8% achieved HbA1c of <7%. At baseline, prevalence of anxiety was 29.8%. At 24 months, 14.1% had persistent anxiety. Those with persistent anxiety had the highest mean HbA1c, particularly at 6 months (persistently anxious vs. persistently non-anxious: 9.9%±1.2% vs. 8.2%±1.9%, P=0.009). At baseline, 9.2% of subjects had depression. This group also had poorer glycemia at baseline (HbA1c of depressed vs non-depressed: 9.6%±2.1% vs. 8.5%±1.6%, P=0.04), which persisted up to 24 months. CONCLUSION The majority of YAD in Singapore have suboptimal glycemia. Psychological distress is a critical harbinger of poorer metabolic outcomes.
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Affiliation(s)
- Ling Zhu
- Department of Endocrinology, Singapore General Hospital, Singapore
| | | | - Wee Boon Tan
- Academic Clinical Program, Division of Medicine, Singapore General Hospital, Singapore
| | - Xiaohui Xin
- Academic Clinical Program, Division of Medicine, Singapore General Hospital, Singapore
| | - Su-Yen Goh
- Department of Endocrinology, Singapore General Hospital, Singapore
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15
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Eriksen TM, Gaulke A, Thingholm PR, Svensson J, Skipper N. Association of type 1 diabetes and school wellbeing: a population-based cohort study of 436,439 Danish schoolchildren. Diabetologia 2020; 63:2339-2348. [PMID: 32815027 DOI: 10.1007/s00125-020-05251-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 07/04/2020] [Indexed: 01/09/2023]
Abstract
AIMS/HYPOTHESIS We aimed to examine the association of type 1 diabetes with school wellbeing among Danish children. METHODS This is a population-based cohort study involving 436,439 Danish children, of which 1499 had a confirmed diagnosis of type 1 diabetes. The children were enrolled in grade levels 4 to 9 (middle school) in Danish public schools in the years 2014-2017. Questionnaire outcomes from the yearly National Wellbeing Survey related to self-efficacy, perceived competences, peer and teacher support, bullying and somatic symptoms were analysed. Ordered logistic regression was used to compare outcomes of children with and without type 1 diabetes, and to compare subgroups of children with type 1 diabetes by different levels of HbA1c and diabetes duration. Primary outcomes were answers to seven pre-specified questionnaire items (scale, 1 to 5). RESULTS A total of 817,679 questionnaires were initiated, of which n = 2681 were from children with type 1 diabetes. Compared with the background population, children with type 1 diabetes expressed more peer support; adjusted OR 1.17 (95% CI 1.08, 1.27). Children with diabetes also reported more often having a headache; adjusted OR 1.09 (95% CI 1.00, 1.19). Overall, children with poor glycaemic control (HbA1c >70 mmol/mol) had worse outcomes on the wellbeing measures compared with the background population. Even after adjusting for socioeconomic status, they still reported significantly worse perceived competences, less teacher support and more somatic symptoms (stomach ache and headache). CONCLUSIONS/INTERPRETATION In Denmark, children with type 1 diabetes generally feel well supported in school but have more headaches than other children. Poor glycaemic control is associated with worse psychological school-related wellbeing. Graphical abstract.
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Affiliation(s)
- Tine M Eriksen
- VIVE-The Danish Center for Social Science Research, Copenhagen, Denmark
| | - Amanda Gaulke
- Department of Economics, Kansas State University, Manhattan, KS, USA
| | - Peter R Thingholm
- Department of Economics and Business Economics, Aarhus University, Aarhus, Denmark
| | | | - Niels Skipper
- Department of Economics and Business Economics, Centre for Integrated Register-based Research, CIRRAU, Aarhus University, Fuglesangs Allé 4, 8210, Aarhus V., Denmark.
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16
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Begum M, Chittleborough C, Pilkington R, Mittinty M, Lynch J, Penno M, Smithers L. Educational outcomes among children with type 1 diabetes: Whole-of-population linked-data study. Pediatr Diabetes 2020; 21:1353-1361. [PMID: 32833299 DOI: 10.1111/pedi.13107] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Revised: 07/08/2020] [Accepted: 08/17/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Challenges with type 1 diabetes (T1D) blood glucose management and illness-related school absences potentially influence children's educational outcomes. However, evidence about the impact of T1D on children's education is mixed. The objectives were to estimate the effects of T1D on children's educational outcomes, and compare time since T1D diagnosis (recent diagnosis [≤2 years] and 3 to 10 years long exposure) on educational outcomes. METHODS This whole-of-population study used de-identified, administrative linked-data from the South Australian Early Childhood Data Project. T1D was identified from hospital ICD-10-AM diagnosis codes (E10, ranging E101 to E109), from 2001 to 2014. Educational outcomes were measured in grade 5 by the National Assessment Program-Literacy and Numeracy (NAPLAN, 2008-2015) for children born from 1999 to 2005. Analyses were conducted using augmented inverse probability of treatment weighting. Multiple imputations was used to impute missing data. RESULTS Among 61 445 children born in South Australia who had undertaken NAPLAN assessments, 162 had T1D. There were negligible differences in the educational outcomes of children with and without T1D, and between recently diagnosed and those with longer exposure. For example, the mean reading score was 482.8 ± 78.9 for children with T1D and 475.5 ± 74.3 for other children. The average treatment effect of 6.8 (95% CI - 6.3-19.9) reflected one-tenth of a SD difference in the mean reading score of children with and without T1D. CONCLUSION Children with T1D performed similarly on literacy and numeracy in grade 5 (age ~ 10-years) compared to children without T1D. This could be due to effective T1D management.
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Affiliation(s)
- Mumtaz Begum
- School of Public Health, The University of Adelaide, Adelaide, Australia.,Robinson Research Institute, The University of Adelaide, Adelaide, Australia.,Department of Food and Nutrition, College of Home Economics, University of Peshawar, Peshawar, Pakistan
| | - Catherine Chittleborough
- School of Public Health, The University of Adelaide, Adelaide, Australia.,Robinson Research Institute, The University of Adelaide, Adelaide, Australia
| | - Rhiannon Pilkington
- School of Public Health, The University of Adelaide, Adelaide, Australia.,Robinson Research Institute, The University of Adelaide, Adelaide, Australia
| | - Murthy Mittinty
- School of Public Health, The University of Adelaide, Adelaide, Australia.,Robinson Research Institute, The University of Adelaide, Adelaide, Australia
| | - John Lynch
- School of Public Health, The University of Adelaide, Adelaide, Australia.,Robinson Research Institute, The University of Adelaide, Adelaide, Australia.,Population Health Sciences, University of Bristol, Bristol, UK
| | - Megan Penno
- Robinson Research Institute, The University of Adelaide, Adelaide, Australia.,School of Medicine, University of Adelaide, Adelaide, Australia
| | - Lisa Smithers
- School of Public Health, The University of Adelaide, Adelaide, Australia.,Robinson Research Institute, The University of Adelaide, Adelaide, Australia
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17
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Gallardo-Moreno GB, González-Garrido AA, Villaseñor-Cabrera T, Alvarado-Rodríguez FJ, Ruiz-Stovel VD, Jiménez-Maldonado ME, Contreras-Piña N, Gómez-Velázquez FR. Sustained attention in schoolchildren with type-1 diabetes. A quantitative EEG study. Clin Neurophysiol 2020; 131:2469-2478. [DOI: 10.1016/j.clinph.2020.07.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 06/12/2020] [Accepted: 07/05/2020] [Indexed: 01/13/2023]
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18
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Chen HJ, Lee YJ, Huang CC, Lin YF, Li ST. Serum brain-derived neurotrophic factor and neurocognitive function in children with type 1 diabetes. J Formos Med Assoc 2020; 120:157-164. [PMID: 32360176 DOI: 10.1016/j.jfma.2020.04.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 03/31/2020] [Accepted: 04/09/2020] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND/PURPOSE This study aimed to clarify whether brain-derived neurotrophic factor (BDNF) is a biomarker for cognitive dysfunction in children with type 1 diabetes. METHODS We conducted a cross-sectional case-control study of children aged between 6 and 18 years with type 1 diabetes and healthy volunteers. Serum BDNF level was measured in all of the studied children, and they all underwent intelligence tests with the Wechsler Intelligence Scale for Children, Fourth Edition (WISC-IV). We further compared the cognitive function and BDNF levels in the diabetic children with positive glutamic acid decarboxylase 65 antibody (GAD65-Ab) and those with negative GAD65-Ab. RESULTS Forty-five children with type 1 diabetes (mean age 14.0 ± 2.6 years, 42% male) and 50 normal controls (mean age 13.2 ± 2.3 years, 54% male) were recruited. The serum BDNF level was significantly lower in the diabetes group than in the controls (15.92 ± 7.2 vs. 18.5 ± 5.1 ng/mL, respectively, t = -2.03, p = 0.045) and much lower in the subgroup with GAD65-Ab positive type 1 diabetes. The average Full-Scale IQ, verbal comprehension, perceptual reasoning and working memory scores in the diabetes group were significantly lower than in the controls (all p < 0.05). Among the children with type 1 diabetes, poor glycemic control was related to lower general cognitive abilities (r = -0.34, p < 0.02), lower verbal comprehension (r = -0.305, p < 0.05), and lower perceptual reasoning scores (r = -0.346, p = 0.02). CONCLUSION The children with type 1 diabetes had a lower serum BDNF level and poorer neurocognitive function than normal healthy children, especially those with GAD65-Ab positive diabetes. Poor glycemic control was correlated with worse cognitive performance.
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Affiliation(s)
- Hui-Ju Chen
- Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Division of Pediatric Neurology, Department of Pediatrics, MacKay Children's Hospital, Taipei, Taiwan; Department of Medicine, Mackay Medical College, New Taipei, Taiwan
| | - Yann-Jinn Lee
- Department of Pediatrics, MacKay Children's Hospital, Taipei, Taiwan; Department of Medicine, Mackay Medical College, New Taipei, Taiwan; Department of Medical Research, Mackay Memorial Hospital, Taipei, Taiwan; Department of Pediatrics, College of Medicine, Taipei Medical University, Taipei, Taiwan; Institute of Biomedical Sciences, Mackay Medical College, New Taipei, Taiwan
| | - Chao-Ching Huang
- Department of Pediatrics, College of Medicine, Taipei Medical University, Taipei, Taiwan; Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng University, Tainan, Taiwan.
| | - Yuh-Feng Lin
- Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Department of Internal Medicine, School of Medicine, National Defense Medical Center, Taipei, Taiwan; Division of Nephrology, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, Taipei, Taiwan
| | - Sung-Tse Li
- Department of Pediatrics, Hsinchu MacKay Memorial Hospital, Hsinchu, Taiwan; Department of Healthcare Management, Yuanpei University of Medical Technology, Hsinchu, Taiwan
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19
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Rama Chandran S, Jacob P, Choudhary P. A systematic review of the effect of prior hypoglycaemia on cognitive function in type 1 diabetes. Ther Adv Endocrinol Metab 2020; 11:2042018820906017. [PMID: 32110374 PMCID: PMC7025428 DOI: 10.1177/2042018820906017] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Accepted: 01/17/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND The effect of prior hypoglycaemia on cognitive function in type 1 diabetes is an important unresolved clinical question. In this systematic review, we aimed to summarize the studies exploring the impact of prior hypoglycaemia on any aspect of cognitive function in type 1 diabetes. METHODS We used a multidatabase search platform Healthcare Database Advanced Search to search Medline, PubMed, EMBASE, EMCARE, CINAHL, PsycINFO, BNI, HMIC, and AMED from inception until 1 May 2019. We included studies on type 1 diabetes of any age. The outcome measure was any aspect of cognitive function. RESULTS The 62 studies identified were grouped as severe hypoglycaemia (SH) in childhood (⩽18 years) and adult-onset (>18 years) diabetes, nonsevere hypoglycaemia (NSH) and nocturnal hypoglycaemia (NH). SH in early childhood-onset diabetes, especially seizures and coma, was associated with poorer memory (verbal and visuospatial), as well as verbal intelligence. Among adult-onset diabetes, SH was associated with poorer cognitive performance in the older age (>55 years) group only. Early versus late exposure to SH had a significant association with cognitive dysfunction (CD). NSH and NH did not have any significant association with CD, while impaired awareness of hypoglycaemia was associated with poorer memory and cognitive-processing speeds. CONCLUSION The effect of SH on cognitive function is age dependent. Exposure to SH in early childhood (<10 years) and older age groups (>55 years) was associated with a moderate effect on the decrease in cognitive function in type 1 diabetes [PROSPERO ID: CRD42019141321].
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Affiliation(s)
| | - Peter Jacob
- King’s College London, Weston Education Centre, London, UK
| | - Pratik Choudhary
- Department of Diabetes, King’s College Hospital, London, UK
- King’s College London, Weston Education Centre, London, UK
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20
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Urakami T. Severe Hypoglycemia: Is It Still a Threat for Children and Adolescents With Type 1 Diabetes? Front Endocrinol (Lausanne) 2020; 11:609. [PMID: 33042005 PMCID: PMC7523511 DOI: 10.3389/fendo.2020.00609] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 07/27/2020] [Indexed: 12/13/2022] Open
Abstract
Severe hypoglycemia is defined as a condition with serious cognitive dysfunction, such as a convulsion and coma, requiring external help from other persons. This condition is still lethal and is reported to be the cause of death in 4-10% in children and adolescents with type 1 diabetes. The incidence of severe hypoglycemia in the pediatric population was previously reported as high as more than 50-100 patient-years; however, there was a decline in the frequency of severe hypoglycemia during the past decades, and relationship with glycemic control became weaker than previously reported. A lot of studies have shown the neurological sequelae with severe hypoglycemia as cognitive dysfunction and abnormalities in brain structure. This serious condition also provides negative psychosocial outcomes and undesirable compensatory behaviors. Various possible factors, such as younger age, recurrent hypoglycemia, nocturnal hypoglycemia, and impaired awareness of hypoglycemia, are possible risk factors for developing severe hypoglycemia. A low HbA1c level is not a predictable value for severe hypoglycemia. Prevention of severe hypoglycemia remains one of the most critical issues in the management of pediatric patients with type 1 diabetes. Advanced technologies, such as continuous glucose monitoring (CGM), intermittently scanned CGM, and sensor-augmented pump therapy with low-glucose suspend system, potentially minimize the occurrence of severe hypoglycemia without worsening overall glycemic control. Hybrid closed-loop system must be the most promising tool for achieving optimal glycemic control with preventing the occurrence of severe hypoglycemia in pediatric patients with type 1 diabetes.
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21
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Skipper N, Gaulke A, Sildorf SM, Eriksen TM, Nielsen NF, Svensson J. Association of Type 1 Diabetes With Standardized Test Scores of Danish Schoolchildren. JAMA 2019; 321:484-492. [PMID: 30721295 PMCID: PMC6439618 DOI: 10.1001/jama.2018.21819] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
IMPORTANCE Type 1 diabetes has been associated with cardiovascular disease and late complications such as retinopathy and nephropathy. However, it is unclear whether there is an association between type 1 diabetes and school performance in children. OBJECTIVE To compare standardized reading and mathematics test scores of schoolchildren with type 1 diabetes vs those without diabetes. DESIGN, SETTING, AND PARTICIPANTS Population-based retrospective cohort study from January 1, 2011, to December 31, 2015 (end date of follow-up), including Danish public schoolchildren attending grades 2, 3, 4, 6, and 8. Test scores were obtained in math (n = 524 764) and reading (n = 1 037 006). Linear regression models compared outcomes with and without adjustment for socioeconomic characteristics. EXPOSURES Type 1 diabetes. MAIN OUTCOMES AND MEASURES Primary outcomes were pooled test scores in math and reading (range, 1-100). RESULTS Among 631 620 included public schoolchildren, the mean (SD) age was 10.31 (SD, 2.42) years, and 51% were male; 2031 had a confirmed diagnosis of type 1 diabetes. Overall, the mean combined score in math and reading was 56.11 (SD, 24.93). There were no significant differences in test scores found between children with type 1 diabetes (mean, 56.56) and children without diabetes (mean, 56.11; difference, 0.45 [95% CI, -0.31 to 1.22]). The estimated difference in test scores between children with and without type 1 diabetes from a linear regression model with adjustment for grade, test topic, and year was 0.24 (95% CI, -0.90 to 1.39) and 0.45 (95% CI, -0.58 to 1.49) with additional adjustment for socioeconomic status. CONCLUSIONS AND RELEVANCE Among Danish public schoolchildren, there was no significant difference in standardized reading and mathematics test scores of children with type 1 diabetes compared with test scores of children without diabetes.
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Affiliation(s)
- Niels Skipper
- Department of Economics and Business Economics, Aarhus University, Aarhus, Denmark
| | - Amanda Gaulke
- Department of Economics, Kansas State University, Manhattan
| | | | - Tine M. Eriksen
- VIVE—The Danish Center for Social Science Research, Aarhus, Denmark
| | - Nick Fabrin Nielsen
- Department of Economics, University of Copenhagen, Denmark
- Center for Economic Behavior and Inequality (CEBI), University of Copenhagen, Copenhagen, Denmark
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22
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Troncone A, Chianese A, Zanfardino A, Cascella C, Confetto S, Perrone L, Iafusco D. Nonverbal intelligence and scholastic performance in children with type 1 diabetes. J Health Psychol 2019; 24:229-239. [DOI: 10.1177/1359105317715093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
This study examined nonverbal intelligence and scholastic achievement in children with type 1 diabetes. In a retrospective case–control study, 69 children (35 males) ages 5–10 years with type 1 diabetes and 69 healthy controls matched to patients by age, gender and socioeconomic status were compared according to their performance on Raven’s Coloured Progressive Matrices and their scholastic grades. No differences in nonverbal intelligence and grades were observed between children with type 1 diabetes and healthy control subjects. Raven’s Coloured Progressive Matrices scores inversely correlated with duration of illness both in children with early onset of type 1 diabetes and poor metabolic control. Possible explanations of the results and implications are discussed.
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23
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He J, Li S, Liu F, Zheng H, Yan X, Xie Y, Li X, Zhou Z, Zhu X. Glycemic control is related to cognitive dysfunction in Chinese children with type 1 diabetes mellitus. J Diabetes 2018; 10:948-957. [PMID: 29671962 DOI: 10.1111/1753-0407.12775] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Revised: 03/12/2018] [Accepted: 04/15/2018] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Type 1 diabetes mellitus (T1DM) is considered a risk factor for the development of cognitive difficulties. The present study examined whether the cognitive performance of Chinese children with T1DM differs from that of healthy control (HC) children, and whether cognitive dysfunction is related to glycemic control. METHODS Using a cross-sectional design, cognitive tests were administered, including general intelligence tests, to pediatric T1DM patients (n = 105) and HCs (n = 90). The effects of specific diabetes-related variables, including an earlier diabetes onset (<7 years of age), severe hypoglycemia, chronic hyperglycemia, and diabetic ketoacidosis (DKA), on cognitive outcomes were examined. RESULTS The T1DM group had lower IQ (P = 0.001) and attention (P = 0.018) scores than the HC group. Among T1DM patients, a younger age of diabetes onset was related to poorer performance on the visuospatial perception test (P = 0.017) and delayed logical memory (P = 0.012). Greater exposure to hyperglycemia over time was associated with lower visuospatial perception (P = 0.029), and DKA had a negative effect on the IQ score (P = 0.024). Compared with the late severe hypoglycemia subgroup, the early severe hypoglycemia subgroup (<7 years old) performed worse on both immediate (P = 0.001) and delayed (P = 0.049) visual memory tests. CONCLUSIONS Chinese children with T1DM showed deficits in IQ and attention. Earlier age of diabetes onset, chronic hyperglycemia, and DKA affected particular cognitive domains. Early exposure to severe hypoglycemia had negative effects on visual memory.
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Affiliation(s)
- Jing He
- Medical Psychological Center, The Second Xiangya Hospital, Central South University, Changsha, China
- Medical Psychological Institute of Central South University, Changsha, China
| | - Shichen Li
- Medical Psychological Center, The Second Xiangya Hospital, Central South University, Changsha, China
- Medical Psychological Institute of Central South University, Changsha, China
| | - Fang Liu
- Division of Endocrinology and Metabolism, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Hong Zheng
- Medical Psychological Center, The Second Xiangya Hospital, Central South University, Changsha, China
- Medical Psychological Institute of Central South University, Changsha, China
| | - Xiang Yan
- Institute of Endocrinology and Metabolism, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yuting Xie
- Institute of Endocrinology and Metabolism, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Xia Li
- Institute of Endocrinology and Metabolism, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Zhiguang Zhou
- Institute of Endocrinology and Metabolism, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Xiongzhao Zhu
- Medical Psychological Center, The Second Xiangya Hospital, Central South University, Changsha, China
- Medical Psychological Institute of Central South University, Changsha, China
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24
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Yermakov LM, Drouet DE, Griggs RB, Elased KM, Susuki K. Type 2 Diabetes Leads to Axon Initial Segment Shortening in db/db Mice. Front Cell Neurosci 2018; 12:146. [PMID: 29937715 PMCID: PMC6002488 DOI: 10.3389/fncel.2018.00146] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Accepted: 05/14/2018] [Indexed: 01/09/2023] Open
Abstract
Cognitive and mood impairments are common central nervous system complications of type 2 diabetes, although the neuronal mechanism(s) remains elusive. Previous studies focused mainly on neuronal inputs such as altered synaptic plasticity. Axon initial segment (AIS) is a specialized functional domain within neurons that regulates neuronal outputs. Structural changes of AIS have been implicated as a key pathophysiological event in various psychiatric and neurological disorders. Here we evaluated the structural integrity of the AIS in brains of db/db mice, an established animal model of type 2 diabetes associated with cognitive and mood impairments. We assessed the AIS before (5 weeks of age) and after (10 weeks) the development of type 2 diabetes, and after daily exercise treatment of diabetic condition. We found that the development of type 2 diabetes is associated with significant AIS shortening in both medial prefrontal cortex and hippocampus, as evident by immunostaining of the AIS structural protein βIV spectrin. AIS shortening occurs in the absence of altered neuronal and AIS protein levels. We found no change in nodes of Ranvier, another neuronal functional domain sharing a molecular organization similar to the AIS. This is the first study to identify AIS alteration in type 2 diabetes condition. Since AIS shortening is known to lower neuronal excitability, our results may provide a new avenue for understanding and treating cognitive and mood impairments in type 2 diabetes.
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Affiliation(s)
- Leonid M Yermakov
- Department of Neuroscience, Cell Biology, and Physiology, Boonshoft School of Medicine, Wright State University, Dayton, OH, United States
| | - Domenica E Drouet
- Department of Neuroscience, Cell Biology, and Physiology, Boonshoft School of Medicine, Wright State University, Dayton, OH, United States
| | - Ryan B Griggs
- Department of Neuroscience, Cell Biology, and Physiology, Boonshoft School of Medicine, Wright State University, Dayton, OH, United States
| | - Khalid M Elased
- Department of Pharmacology and Toxicology, Boonshoft School of Medicine, Wright State University, Dayton, OH, United States
| | - Keiichiro Susuki
- Department of Neuroscience, Cell Biology, and Physiology, Boonshoft School of Medicine, Wright State University, Dayton, OH, United States
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van Megen KM, van ’t Wout EJT, Forman SJ, Roep BO. A Future for Autologous Hematopoietic Stem Cell Transplantation in Type 1 Diabetes. Front Immunol 2018; 9:690. [PMID: 29696017 PMCID: PMC5904498 DOI: 10.3389/fimmu.2018.00690] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 03/20/2018] [Indexed: 12/29/2022] Open
Affiliation(s)
- Kayleigh M. van Megen
- Department of Diabetes Immunology, Diabetes & Metabolism Research Institute, Beckman Research Institute at the City of Hope, Duarte, CA, United States
| | - Ernst-Jan T. van ’t Wout
- Department of Diabetes Immunology, Diabetes & Metabolism Research Institute, Beckman Research Institute at the City of Hope, Duarte, CA, United States
| | - Stephen J. Forman
- Department of Hematology & Hematopoietic Cell Transplantation, T Cell Therapeutics Research Laboratory, City of Hope Beckman Research Institute and Medical Center, Duarte, CA, United States
| | - Bart O. Roep
- Department of Diabetes Immunology, Diabetes & Metabolism Research Institute, Beckman Research Institute at the City of Hope, Duarte, CA, United States
- Department of Immunohaematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
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Li W, Huang E, Gao S. Type 1 Diabetes Mellitus and Cognitive Impairments: A Systematic Review. J Alzheimers Dis 2018; 57:29-36. [PMID: 28222533 DOI: 10.3233/jad-161250] [Citation(s) in RCA: 114] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Type 1 diabetes mellitus (T1DM) is a major subtype of diabetes and is usually diagnosed at a young age with insulin deficiency. The life expectancy of T1DM patients has increased substantially in comparison with that three decades ago due to the availability of exogenous insulin, though it is still shorter than that of healthy people. However, the relation remains unclear between T1DM and dementia as an aging-related disease. We conducted a systematic review of existing literature on T1DM and cognition impairments by carrying out searches in electronic databases Medline, EMBASE, and Google Scholar. We restricted our review to studies involving only human subjects and excluded studies on type 2 diabetes mellitus or non-classified diabetes. A meta-analysis was first performed on the relationship between T1DM and cognitive changes in youths and adults respectively. Then the review focused on the cognitive complications of T1DM and their relation with the characteristics of T1DM, glycemic control, diabetic complications, comorbidities, and others. First, age at onset, disease duration, and glycemic dysregulation were delineated for their association with cognitive changes. Then diabetic ketoacidosis, angiopathy, and neuropathy were examined as diabetic complications for their involvement in cognitive impairments. Lastly, body mass index and blood pressure were discussed for their relations with the cognitive changes. Future studies are needed to elucidate the pathogenesis of T1DM-related cognitive impairments or dementia.
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Affiliation(s)
- Wei Li
- Master of Physician Assistant Studies, School of Health and Rehabilitation Sciences, Indiana University-Purdue University Indianapolis, Indianapolis, IN, USA
| | - Edgar Huang
- School of Informatics and Computing, Indiana University-Purdue University Indianapolis, Indianapolis, IN, USA
| | - Sujuan Gao
- Department of Biostatistics, School of Medicine, Indiana University, Indianapolis, IN, USA
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Kirchhoff BA, Jundt DK, Doty T, Hershey T. A longitudinal investigation of cognitive function in children and adolescents with type 1 diabetes mellitus. Pediatr Diabetes 2017; 18:443-449. [PMID: 27444539 PMCID: PMC5912686 DOI: 10.1111/pedi.12414] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Revised: 06/07/2016] [Accepted: 06/08/2016] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVE Cross-sectional studies find altered cognition in youth with type 1 diabetes mellitus (T1DM). However, few longitudinal studies have examined the trajectories of their cognitive performance over time. The aims of this study were to explore longitudinal change in cognitive function in youth with T1DM as compared with nondiabetic sibling controls, and how glycemic control and age of onset influence cognitive performance over time. METHODS We assessed crystallized intelligence, visual-spatial ability, delayed memory, and processing speed at 3 time points using the same cognitive tasks in youth with T1DM and sibling controls. Hierarchical linear modeling examined relationships between diabetes, hyperglycemia (HbA1c values), age of onset, and cognition over 5.5 y. RESULTS Youth with diabetes performed worse than controls on visual-spatial ability and memory tasks over time, and did not improve as much in processing speed. Greater hyperglycemia was associated with lower crystallized intelligence and slower processing speed but better memory across all time points. There was a stronger negative relationship between hyperglycemia and visual-spatial ability for youth with earlier compared with later onset diabetes. Importantly, within-person decreases in hyperglycemia between time points were associated with improved visual-spatial ability and faster processing speed. CONCLUSIONS On average, differences in cognitive function between youth with T1DM and nondiabetic relatives are maintained or increase during childhood and adolescence. Hyperglycemia and age of onset can have negative effects on the developmental trajectories of cognitive processes in youth with T1DM. However, treatments that lower hyperglycemia may lead to improved cognitive function in youth with T1DM.
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Affiliation(s)
| | - Dustin K. Jundt
- Department of Psychology, Saint Louis University, St. Louis, MO, USA, 63103
| | - Tasha Doty
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA, 63110
| | - Tamara Hershey
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA, 63110,Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA, 63110,Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA, 63110
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Abstract
IN BRIEF In children and adolescents with type 1 diabetes, exposure to glycemic extremes (severe hypoglycemia, chronic hyperglycemia, and diabetic ketoacidosis) overlaps with the time period of most active brain and cognitive development, leading to concerns that these children are at risk for cognitive side effects. This article summarizes the existing literature examining the impact of glycemic extremes on cognitive function and brain structure in youth with type 1 diabetes and points out areas for future research.
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Affiliation(s)
- Allison Cato
- Nemours Children’s Health System, Jacksonville, FL
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Stoeckel LE, Arvanitakis Z, Gandy S, Small D, Kahn CR, Pascual-Leone A, Pawlyk A, Sherwin R, Smith P. Complex mechanisms linking neurocognitive dysfunction to insulin resistance and other metabolic dysfunction. F1000Res 2016; 5:353. [PMID: 27303627 PMCID: PMC4897751 DOI: 10.12688/f1000research.8300.2] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/31/2016] [Indexed: 01/12/2023] Open
Abstract
Scientific evidence has established several links between metabolic and neurocognitive dysfunction, and epidemiologic evidence has revealed an increased risk of Alzheimer’s disease and vascular dementia in patients with diabetes. In July 2015, the National Institute of Diabetes, Digestive, and Kidney Diseases gathered experts from multiple clinical and scientific disciplines, in a workshop entitled “The Intersection of Metabolic and Neurocognitive Dysfunction”, to clarify the state-of-the-science on the mechanisms linking metabolic dysfunction, and insulin resistance and diabetes in particular, to neurocognitive impairment and dementia. This perspective is intended to serve as a summary of the opinions expressed at this meeting, which focused on identifying gaps and opportunities to advance research in this emerging area with important public health relevance.
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Affiliation(s)
- Luke E Stoeckel
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Zoe Arvanitakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Sam Gandy
- Icahn School of Medicine and James J. Peters VAMC, New York, NY, USA
| | - Dana Small
- Yale University School of Medicine, New Haven, CT, USA
| | - C Ronald Kahn
- Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA
| | - Alvaro Pascual-Leone
- Berenson-Allen Center for Noninvasive Brain Stimulation and Division for Cognitive Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Aaron Pawlyk
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | | | - Philip Smith
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
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