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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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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: 1.0] [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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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: 1.3] [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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4
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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: 4] [Impact Index Per Article: 1.0] [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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Comorbidity Among Chronic Physical Health Conditions and Neurodevelopmental Disorders in Childhood. CURRENT DEVELOPMENTAL DISORDERS REPORTS 2019. [DOI: 10.1007/s40474-019-00173-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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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: 4.4] [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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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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Abstract
In the future artificial intelligence (AI) will have the potential to improve outcomes diabetes care. With the creation of new sensors for physiological monitoring sensors and the introduction of smart insulin pens, novel data relationships based on personal phenotypic and genotypic information will lead to selections of tailored, effective therapies that will transform health care. However, decision-making processes based exclusively on quantitative metrics that ignore qualitative factors could create a quantitative fallacy. Difficult to quantify inputs into AI-based therapeutic decision-making processes include empathy, compassion, experience, and unconscious bias. Failure to consider these "softer" variables could lead to important errors. In other words, that which is not quantified about human health and behavior is still part of the calculus for determining therapeutic interventions.
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Affiliation(s)
- David Kerr
- Sansum Diabetes Research Institute, Santa Barbara, CA, USA
- David Kerr, MBChB, DM, FRCPE, Sansum Diabetes Research Institute, 2219 Bath St, Santa Barbara, CA 93105, USA.
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Oliveira LDFS, Júlio-Costa A, Dos Santos FC, Carvalho MRS, Haase VG. Numerical Processing Impairment in 22q11.2 (LCR22-4 to LCR22-5) Microdeletion: A Cognitive-Neuropsychological Case Study. Front Psychol 2018; 9:2193. [PMID: 30524331 PMCID: PMC6258774 DOI: 10.3389/fpsyg.2018.02193] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 10/23/2018] [Indexed: 11/23/2022] Open
Abstract
Although progress has been made, the cognitive, biological and, particularly, the genetic underpinnings of math learning difficulties (MD) remain largely unknown. This difficulty stems from the heterogeneity of MD and from the large contribution of environmental factors to its etiology. Understanding endophenotypes, e.g., the role of the Approximate Number System (ANS), may help understanding the nature of MD. MD associated with ANS impairments has been described in some genetic conditions, e.g., 22q11.2 deletion syndrome (22q11.2DS or Velocardiofacial syndrome, VCFS). Recently, a girl with MD was identified in a school population screening. She has a new syndrome resulting from a microdeletion in 22q11.2 (LCR22-4 to LCR22-5), a region adjacent to but not overlapping with region 22q11.2 (LCR22-2 to LCR22-4), typically deleted in VCFS. Here, we describe her cognitive-neuropsychological and numerical-cognitive profiles. The girl was assessed twice, at 8 and 11 years. Her numerical-cognitive performance at both times was compared to demographically similar girls with normal intelligence in a single-case, quasi-experimental study. Neuropsychological assessment was normal, except for relatively minor impairments in executive functions. She presented severe and persistent difficulties in the simplest single-digit calculations. Difficulties in commutative operations improved from the first to the second assessment. Difficulties in subtraction persisted and were severe. No difficulties were observed in Arabic number writing. Difficulties in single-digit calculation co-occurred with basic numerical processing impairments in symbolic and non-symbolic (single-digit comparison, dot sets size comparison and estimation) tasks. Her difficulties suggest ANS impairment. No difficulties were detected in visuospatial/visuoconstructional and in phonological processing tasks. The main contributions of the present study are: (a) this is the first characterization of the neuropsychological phenotype in 22q11.2DS (LCR22-4 to LCR22.5) with normal intelligence; (b) mild forms of specific genetic conditions contribute to persistent MD in otherwise typical persons; (c) heterogeneity of neurogenetic underpinnings of MD is suggested by poor performance in non-symbolic numerical processing, dissociated from visuospatial/visuoconstructional and phonological impairments; (d) similar to what happens in 22q11.2DS (LCR22-2 to LCR22-4), ANS impairments may also characterize 22q11.2DS (LCR22-4 to LCR22-5).
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Affiliation(s)
- Lívia de Fátima Silva Oliveira
- Laboratório de Neuropsicologia do Desenvolvimento, Departamento de Psicologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.,Programa de Pós-Graduação em Neurociências, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Annelise Júlio-Costa
- Laboratório de Neuropsicologia do Desenvolvimento, Departamento de Psicologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | | | - Vitor Geraldi Haase
- Laboratório de Neuropsicologia do Desenvolvimento, Departamento de Psicologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.,Programa de Pós-Graduação em Neurociências, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.,Programa de Pós-graduação em Psicologia, Cognição e Comportamento, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.,Programa de Pós-graduação em Saúde da Criança e do Adolescente, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.,Instituto Nacional de Ciência e Tecnologia sobre Comportamento, Cognição e Ensino, São Carlos, Brazil
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Fang SC, Xie H, Chen F, Hu M, Long Y, Sun HB, Kong LY, Hong H, Tang SS. Simvastatin ameliorates memory impairment and neurotoxicity in streptozotocin-induced diabetic mice. Neuroscience 2017; 355:200-211. [PMID: 28499972 DOI: 10.1016/j.neuroscience.2017.05.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2017] [Revised: 04/28/2017] [Accepted: 05/01/2017] [Indexed: 01/23/2023]
Abstract
Diabetes comes with an additional burden of moderate to severe hyperlipidemia, but little is known about the effects of lipid-lowering therapy on diabetic complications such as diabetes-associated cognitive decline. Herein we investigated the effects of statins on memory impairment and neurotoxicity in streptozotocin-induced diabetic mice. Our data indicated that oral administration of simvastatin at 10 or 20mg/kg for 4weeks significantly ameliorated diabetes-associated memory impairment reflected by performance better in the Morris water maze and Y-maze tests. The further study showed that these treatments caused significant increase of peroxisome proliferator-activated receptors gamma and decrease of NF-κB p65 in nucleus of hippocampus and cortex, and ameliorated neuroinflammatory response as evidenced by less Iba-1-positive cells and lower inflammatory mediators including IL-1β, IL-6 and TNF-α as well as suppressed neuronal apoptosis as indicated by decreased TUNEL-positive cells, increased ratio of Bcl-2/Bax and decreased caspase-3 activity in the hippocampus and cortex. Moreover, simvastatin pronouncedly attenuated amyloidogenesis by decreasing amyloid-β, amyloid precursor protein (APP) and beta-site APP cleaving enzyme-1. As expected, treated with simvastatin, the diabetic mice exhibited significant improvement of hyperlipidemia rather than hyperglycemia. Our findings disclosed novel therapeutic potential of simvastatin for the diabetes-associated cognitive impairment.
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Affiliation(s)
- Shun-Chang Fang
- Department of Pharmacology, Jiangsu Key Laboratory of Drug Discovery for Metabolic Diseases, and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Hang Xie
- Department of Pharmacology, Jiangsu Key Laboratory of Drug Discovery for Metabolic Diseases, and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Fang Chen
- Department of Pharmacology, Jiangsu Key Laboratory of Drug Discovery for Metabolic Diseases, and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Mei Hu
- Department of Pharmacology, Jiangsu Key Laboratory of Drug Discovery for Metabolic Diseases, and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Yan Long
- Department of Pharmacology, Jiangsu Key Laboratory of Drug Discovery for Metabolic Diseases, and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Hong-Bin Sun
- Department of Pharmacology, Jiangsu Key Laboratory of Drug Discovery for Metabolic Diseases, and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Ling-Yi Kong
- Department of Pharmacology, Jiangsu Key Laboratory of Drug Discovery for Metabolic Diseases, and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Hao Hong
- Department of Pharmacology, Jiangsu Key Laboratory of Drug Discovery for Metabolic Diseases, and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China.
| | - Su-Su Tang
- Department of Pharmacology, Jiangsu Key Laboratory of Drug Discovery for Metabolic Diseases, and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China.
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Hannula V, Hautala NM, Tossavainen P, Falck AAK. Social well-being of young adults with type 1 diabetes since childhood. The Oulu cohort study of diabetic retinopathy. Scand J Public Health 2015; 43:623-8. [DOI: 10.1177/1403494815588423] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2015] [Indexed: 11/15/2022]
Abstract
Aim: To evaluate the social performance of young adults with type 1 diabetes (T1D) since childhood with particular interest in its relation to the severity of diabetic retinopathy (DR). Methods: The prevalence of DR was evaluated in a population-based Finnish cohort of children with T1D during 1989–1990. The subjects were contacted 18 years later for evaluation of DR, education, employment, and family relations. Results: 136 of 216 subjects participated in the study in 2007 (mean age 30±3 years, mean diabetes duration 23±4 years, 78 men). There were 42 subjects (31%) with proliferative diabetic retinopathy (PDR). A university degree was held by 9%, a degree from a university of applied sciences by 33%, and 45% had a vocational school education; 7% were full-time students while 4% had received no education after comprehensive school. PDR was associated with lower education. Sixty percent of the subjects with PDR and 68% of those with non-PDR held full-time jobs. Four percent of the non-PDR group were unemployed while 26% of subjects with PDR were outside working life because of either unemployment or retirement. Seventy-one percent of the subjects had a spouse, and 60 subjects had a total of 119 children. PDR did not compromise the likelihood of having a spouse and children. Conclusions: The majority of young adults with T1D take active roles in society by working and raising families. However, patients with PDR lacked secondary education significantly more often and were less likely to work than those with non-PDR.
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Affiliation(s)
- Virva Hannula
- Department of Ophthalmology, Päijät-Häme Central Hospital, Finland
| | - Nina M Hautala
- Medical Research Center and Department of Ophthalmology, Oulu University Hospital and University of Oulu, Finland
| | - Päivi Tossavainen
- Department of Pediatrics, Oulu University Hospital and PEDEGO Research Group, and Medical Research Center, Finland
| | - Aura AK Falck
- Medical Research Center and Department of Ophthalmology, Oulu University Hospital and University of Oulu, Finland
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12
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Yang J, Song Y, Wang H, Liu C, Li Z, Liu Y, Kong Y. Insulin treatment prevents the increase in D-serine in hippocampal CA1 area of diabetic rats. Am J Alzheimers Dis Other Demen 2015; 30:201-8. [PMID: 25118332 PMCID: PMC10852815 DOI: 10.1177/1533317514545379] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2024]
Abstract
PURPOSE Diabetes is a high risk factor for dementia. Employing a diabetic rat model, the present study was designed to determine whether the content of D-serine (D-Ser) in hippocampus is associated with the impairment of spatial learning and memory ability. METHODS Diabetes was induced by a single intravenous injection of streptozotocin (STZ). The insulin treatment began 3 days after STZ injection. RESULTS We found that both water maze learning and hippocampal CA1 long-term potentiation (LTP) were impaired in diabetic rats. The contents of glutamate, D-Ser, and serine racemase in the hippocampus of diabetic rats were significantly higher than those in the control group. Insulin treatment prevented the STZ-induced impairment in water maze learning and hippocampal CA1-LTP in diabetic rats and also maintained the contents of glutamate, D-Ser, and serine racemase at the normal range in hippocampus. CONCLUSIONS These results suggest that insulin treatment has a potent protection effect on CA1-LTP, spatial learning and memory ability of the diabetic rats in vivo. Furthermore, insulin may take effect by inhibiting the overactivation of N-methyl-d-aspartate receptors, which play a critical role in neurotoxicity.
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Affiliation(s)
- Jing Yang
- Provincial Key Laboratory of Cardiovascular and Cerebrovascular Drug Basic Research, Liaoning Medical University, Jinzhou, China
| | - Yang Song
- Provincial Key Laboratory of Cardiovascular and Cerebrovascular Drug Basic Research, Liaoning Medical University, Jinzhou, China
| | - Hongxin Wang
- Provincial Key Laboratory of Cardiovascular and Cerebrovascular Drug Basic Research, Liaoning Medical University, Jinzhou, China
| | - Chunna Liu
- Provincial Key Laboratory of Cardiovascular and Cerebrovascular Drug Basic Research, Liaoning Medical University, Jinzhou, China
| | - Zhongzhe Li
- Provincial Key Laboratory of Cardiovascular and Cerebrovascular Drug Basic Research, Liaoning Medical University, Jinzhou, China
| | - Ying Liu
- Provincial Key Laboratory of Cardiovascular and Cerebrovascular Drug Basic Research, Liaoning Medical University, Jinzhou, China
| | - Yawei Kong
- Division of Plastic and Reconstructive Surgery, Center for Regenerative Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Champaloux SW, Young DR. Childhood chronic health conditions and educational attainment: a social ecological approach. J Adolesc Health 2015; 56:98-105. [PMID: 25305800 DOI: 10.1016/j.jadohealth.2014.07.016] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2014] [Revised: 06/02/2014] [Accepted: 07/22/2014] [Indexed: 11/18/2022]
Abstract
PURPOSE This study examined the association between types of chronic health conditions reported during childhood and adolescence and their impact on educational attainment. School and neighborhood environments and potential mediating factors from academic and psychosocial variables were investigated. METHODS Using the National Longitudinal Survey of Youth-Cohort 1997, multivariate logistic regression models were fit to estimate the association between chronic health conditions and educational attainment, adjusting for confounders. Chronic health conditions were defined as a parental (1997) or participant (2002) report of a chronic health condition and classified into (1) asthma; (2) cancer, diabetes, and epilepsy; (3) heart conditions; and (4) other. Educational attainment was defined as receiving a high school diploma or Graduate Equivalency Degree by age 21, determined from self-report. RESULTS Youth who reported having a chronic health condition had higher odds of low educational attainment compared with youth who did not report a condition (n = 6,795; odds ratio [OR], 1.47; 95% confidence interval [CI], 1.22-1.76). Specifically, youth with asthma (OR, 1.63; 95% CI, 1.31-2.02) and those with cancer, diabetes, or epilepsy (OR, 1.96; 95% CI, 1.13-3.37) had higher odds of low attainment. For youth who reported cancer, diabetes, or epilepsy, the variables "school absences," "repeated a grade," and "depressive symptoms" attenuated the association and were considered mediators. CONCLUSIONS Youth with chronic health conditions had lower educational attainment. Students with cancer, diabetes, or epilepsy who had a high number of absences, had repeated a grade, or had a high-depressive symptoms score were particularly impacted.
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Affiliation(s)
- Steven W Champaloux
- Department of Epidemiology and Biostatistics, University of Maryland School of Public Health, College Park, Maryland.
| | - Deborah R Young
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
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Puri K, Sapra S, Jain V. Emotional, behavioral and cognitive profile, and quality of life of Indian children and adolescents with type 1 diabetes. Indian J Endocrinol Metab 2013; 17:1078-1083. [PMID: 24381888 PMCID: PMC3872689 DOI: 10.4103/2230-8210.122631] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND AND AIMS The psychological stress associated with type 1 diabetes (T1D) may be higher in children from developing world due to limited health resources. The aims of the study were to assess the quality of life (QoL), emotional well-being, behavioral, and cognitive profile of children/adolescents with T1D diagnosed at least 6 months prior. MATERIALS AND METHODS Forty-nine children with T1D, aged 6-18 years were assessed using DAWN Youth QoL questionnaire, WHO-5 Well-Being Index, Child Behavior Checklist (CBCL), and Malin's Intelligence Scale for Indian children (MISIC). The association of the scores was studied with age, gender, socioeconomic status (SES), frequency of hypoglycemia, HbA1c, and age of onset and duration of T1D. RESULTS The mean (standard deviation (SD)) for DAWN QoL, WHO-5, CBCL, and MISIC scores was 24.7 (16.7), 74.6 (19.4), 52.6 (8.8), and 96.0 (11.2), respectively. The significant associations noted were: Elevated HbA1c with poorer emotional well-being; higher negative impact on 'symptoms of disease' and 'future prospects' sub-areas of QoL; shorter duration of disease with more behavioral issues; lower maternal education with more 'withdrawn/depressed' behaviors and 'worry about future prospects'; and lower SES with lower MISIC scores. Earlier onset (age <5 years) was associated with fewer behavioral problems and less negative impact on QoL. CONCLUSION Children with recent diagnosis, older age at onset, lower maternal educational level, elevated HbA1c, or belonging to lower SES were identified to have higher prevalence of various psychological and cognitive problems. In resource-limited settings, these children should be prioritized for behavioral and cognitive evaluation.
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Affiliation(s)
- Kriti Puri
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Savita Sapra
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Vandana Jain
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
- Division of Pediatric Endocrinology, All India Institute of Medical Sciences, New Delhi, India
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Persson S, Dahlquist G, Gerdtham UG, Steen Carlsson K. Impact of childhood-onset type 1 diabetes on schooling: a population-based register study. Diabetologia 2013; 56:1254-62. [PMID: 23435847 DOI: 10.1007/s00125-013-2870-8] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2012] [Accepted: 02/04/2013] [Indexed: 01/29/2023]
Abstract
AIMS/HYPOTHESIS We investigated the impact of type 1 diabetes on educational achievements in compulsory and upper secondary school, as well as potential long-lasting effects. METHODS Altogether 2,485 individuals with type 1 diabetes, diagnosed at the age of <15 years and born in 1972-1978, were selected from the Swedish Childhood Diabetes Register, which was linked to national population registers including the Swedish Education Register. For each individual, four controls from the general population, matched for year of birth and residence at the time of diagnosis, were selected by Statistics Sweden (n = 9,940). We analysed the impact of diabetes on final school grades at 16 years (compulsory school) and 19 years (upper secondary school) and on participation in the labour market at 29 years using linear, logistic, ordered logistic and quantile regression analyses, controlling for demographics and socioeconomic background. RESULTS Diabetes had a negative effect on mean final grades (scale of 1-5) in compulsory school (-0.07, p < 0.001) and theoretical programmes in upper secondary school (-0.07, p = 0.001). Children with early-onset diabetes (0-4 years) suffered a greater disadvantage as a result of the disease (-0.15, p = 0.001 in compulsory school). The strongest effect was seen in the lowest deciles of the conditional distribution on mean final grades. At age 29, individuals with diabetes were less likely to be gainfully employed (OR 0.82, 95% CI 0.73, 0.91). CONCLUSIONS/INTERPRETATION The small but significant negative effect of type 1 diabetes on schooling could affect opportunities for further education and career development. Attention must be paid in school to the special needs of children with diabetes.
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Affiliation(s)
- S Persson
- Health Economics Unit, Department of Clinical Sciences, Malmö, Lund University, 205 02 Malmö, Sweden.
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Meo SA, Alkahlan MA, Al-mubarak MA, Al-obayli MS, Melaibary BA, Dous ANB, Alhassoun AI. Impact of type 1 diabetes mellitus on academic performance. J Int Med Res 2013; 41:855-8. [DOI: 10.1177/0300060513483417] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Objective To examine the effect of type 1 diabetes on academic performance. Methods Ethnically Saudi students with type 1 diabetes, and age, sex, ethnicity and socio-economic status-matched nondiabetic control students were recruited from eight schools. Overall academic grades were recorded, based on the scores obtained in written examinations in English, mathematics, physics, chemistry, biology and humanities. Results Students with type 1 diabetes ( n = 36) obtained significantly lower academic grades compared with their nondiabetic control classmates ( n = 36) (86.58 ± 1.48 vs 90.62 ± 1.36). Conclusions Overall academic performance is significantly lower in students with type 1 diabetes compared with their nondiabetic classmates. This decline in academic performance may be explained by an association between diabetes and cognitive function.
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Affiliation(s)
- Sultan Ayoub Meo
- Department of Physiology, College of Medicine, King Khalid University Hospital, King Saud University, Riyadh, Saudi Arabia
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Pioglitazone ameliorates memory deficits in streptozotocin-induced diabetic mice by reducing brain β-amyloid through PPARγ activation. Acta Pharmacol Sin 2013; 34:455-63. [PMID: 23524568 DOI: 10.1038/aps.2013.11] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
AIM To examine the effects of pioglitazone, a PPARγ agonist, on memory performance and brain amyloidogenesis in streptozotocin (STZ)-induced diabetic mice. METHODS ICR male mice were injected with STZ (150 mg/kg, iv) to induce experimental diabetes. Pioglitazone (9 and 18 mg·kg(-1)·d(-1), po) was administered for 6 weeks. Passive avoidance and Morris water maze (MWM) tests were used to evaluate cognitive function. The blood glucose and serum insulin levels were detected using the glucose oxidase method and an ELISA assay, respectively. β-amyloid (Aβ), β-amyloid precursor protein (APP), β-amyloid precursor protein cleaving enzyme 1 (BACE1), NF-κB p65, the receptor for advanced glycation end products (RAGE) and PPARγ in the brains were analyzed using Western blotting assays. RESULTS The STZ-induced diabetic mice characterized by hyperglycemia and hypoinsulinemia performed poorly in both the passive avoidance and MWM tests, accompanied by increased Aβ1-40/Aβ1-42, APP, BACE1, NF-κB p65 and RAGE levels and decreased PPARγ level in the hippocampus and cortex. Chronic pioglitazone treatment significantly ameliorated the memory deficits and amyloidogenesis of STZ-induced diabetic mice, and suppressed expression of APP, BACE1, RAGE and NF-κB p65, and activated PPARγ in the hippocampus and cortex. However, pioglitazone did not significantly affect blood glucose and insulin levels. CONCLUSION Pioglitazone ameliorates memory deficits in STZ-induced diabetic mice by reducing brain Aβ level via activation of PPARγ, which is independent of its effects on blood glucose and insulin levels. The results suggest that pioglitazone may be used for treating the cognitive dysfunction in type 1 diabetes mellitus.
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Suzuki M, Sasabe J, Furuya S, Mita M, Hamase K, Aiso S. Type 1 diabetes mellitus in mice increases hippocampal D-serine in the acute phase after streptozotocin injection. Brain Res 2012; 1466:167-76. [PMID: 22652304 DOI: 10.1016/j.brainres.2012.05.042] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2012] [Revised: 04/28/2012] [Accepted: 05/21/2012] [Indexed: 01/21/2023]
Abstract
Diabetes mellitus (DM) is known to be a risk factor in the development of deficits in cognition, learning, and memory. In DM animal models, including the streptozotocin (STZ)-induced diabetic rodent model, abnormalities in the regulation of several neurotransmitters have been reported. However, the role in DM of d-serine, an endogenous co-agonist of glutamatergic N-methyl-d-aspartate receptors, remains unknown. Here, we measured the amounts of d-/l-serine and l-glutamate in the hippocampi of STZ-treated mice using a 2D-HPLC system from acute to chronic phases after the induction of DM. STZ treatment significantly increased the d-serine level by 23.7% in the hippocampus compared with vehicle treatment at 1 week after the injection, whereas it did not affect the levels of l-serine. In contrast, l-glutamate levels in the hippocampus were elevated at 3 days after STZ injection and rather decreased at 1 week after that. Such alterations in the amino acids were not evident in the chronic phases. We further tested whether the STZ-induced d-serine increase was caused by DM pathophysiology. In vivo, subcutaneous insulin implants into STZ-treated mice restored the elevated d-serine levels in the hippocampus. An in vitro study using primary cultured hippocampal neurons revealed that treatments of STZ did not directly affect the level of d-serine secreted in the cultured media. These results indicate that DM pathology caused by insulin deficiency triggers transient d-serine increase and l-glutamate alteration in the hippocampus. Such aberrant regulations of excitatory neurotransmitters may be relevant to the formation of DM-related dysfunction of the central nervous system (CNS).
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Affiliation(s)
- Masataka Suzuki
- Department of Anatomy, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
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Hannonen R, Komulainen J, Riikonen R, Ahonen T, Eklund K, Tolvanen A, Keskinen P, Nuuja A. Academic skills in children with early-onset type 1 diabetes: the effects of diabetes-related risk factors. Dev Med Child Neurol 2012; 54:457-63. [PMID: 22590723 DOI: 10.1111/j.1469-8749.2012.04248.x] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
AIM The study aimed to assess the effects of diabetes-related risk factors, especially severe hypoglycaemia,on the academic skills of children with early-onset type 1 diabetes mellitus (T1DM). METHOD The study comprised 63 children with T1DM (31 females, 32 males; mean age 9 y 11 mo,SD 4 mo) and 92 comparison children without diabetes (40 females, 52 males;mean age 9 y 9 mo,SD 3 mo). Children were included if T1DM had been diagnosed before the age of 5 years and if they were aged between 9 and 10 years at the time of study. Children were not included if their native language was not Finnish and if they had a diagnosed neurological disorder that affected their cognitive development. Among the T1DM group, 37 had and 26 had not experienced severe hypoglycaemia and 26 had avoided severe hypoglycaemia. Severe hypoglycaemia, diabetic ketoacidosis(DKA), and glycaemic control were used as T1DM-related factors. Task performance in reading, spelling, and mathematics was compared among the three groups, and the effects of the T1DM-related factors were analysed with general linear models. RESULTS The groups with (p<0.001) and without (p=0.001) severe hypoglycaemia demonstrated a poorer performance than the comparison group in spelling, and the group without severe hypoglycaemia showed a poorer performance than the comparison group in mathematics (p=0.003).Severe hypoglycaemia, DKA, and recent glycaemic control were not associated with poorer skills,but poorer first-year glycaemic control was associated with poorer spelling (p=0.013). INTERPRETATION An early onset of T1DM can increase the risk of learning problems, independently of the history of severe hypoglycaemia or DKA. Poorer glycaemic control after the first year of T1DM is associated with a poorer acquisition of academic skills indicating the effect of the timing of metabolic aberrations on cognitive development.
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Affiliation(s)
- Riitta Hannonen
- Department of Child Neurology, Kymenlaakso Central Hospital, Carea, Kotkantie 41, Kotka, Finland.
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