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Identifying patients at high risk for diabetic ketoacidosis (DKA) is crucial for informing efforts at preventive intervention. This study sought to develop and validate an electronic medical record (EMR)-based tool for predicting DKA risk in pediatric patients with type 1 diabetes. Based on analysis of data from 1,864 patients with type 1 diabetes, three factors emerged as significant predictors of DKA: most recent A1C, type of health insurance (public vs. private), and prior DKA. A prediction model was developed based on these factors and tested to identify and categorize patients at low, moderate, and high risk for experiencing DKA within the next year. This work demonstrates that risk for DKA can be predicted using a simple model that can be automatically derived from variables in the EMR.
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OBJECTIVE: Among persons with type 1 diabetes (T1D), adolescents often experience the greatest challenge achieving optimal treatment engagement and glycemic targets. Risk-taking behaviors often increase during adolescence and may interfere with engagement in T1D care. We developed the Diabetes-Specific Risk-Taking Inventory (DSRI) to assess risky T1D self-management behaviors in adolescents with T1D. In the current study, we aimed to examine the DSRI's psychometric properties. RESEARCH DESIGN AND METHODS: We surveyed a national sample of 224 adolescents from the T1D Exchange registry (M age = 16.9 ± 1.1, 49% female, M A1c = 8.5% ± 1.3, 76.8% on insulin pumps) in a cross-sectional design. Participants completed the DSRI and measures of engagement, general risk-taking, and executive functioning and reported on incidence of severe hypoglycemia and diabetic ketoacidosis over the past year. RESULTS: The DSRI demonstrated reliability (internal consistency: α = 0.89; test-retest reliability: r = 0.86, p < 0.01). Concurrent validity was demonstrated through significant associations between the DSRI and T1D engagement (r = -0.75), general risk-taking (r = 0.57), executive dysfunction (r = 0.34), and report of severe hypoglycemia over the past year (r = 0.22). The DSRI accounted for unique variance in adolescents' most recent glycated hemoglobin, above and beyond other variables, indicating its incremental validity. CONCLUSIONS: Overall, initial psychometrics suggest the DSRI is a reliable and valid measure of risks that adolescents may take with their T1D care. This innovative self-report measure has potential to be an actionable clinical tool to screen for high-risk behaviors not routinely assessed in T1D clinical care.
Subject(s)
Diabetes Mellitus, Type 1 , Hypoglycemia , Insulins , Self-Management , Adolescent , Cross-Sectional Studies , Diabetes Mellitus, Type 1/epidemiology , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemia/epidemiology , Hypoglycemia/prevention & control , Male , Reproducibility of Results , Risk-TakingABSTRACT
Quality Improvement Success Stories are published by the American Diabetes Association in collaboration with the American College of Physicians and the National Diabetes Education Program. This series is intended to highlight best practices and strategies from programs and clinics that have successfully improved the quality of care for people with diabetes or related conditions. Each article in the series is reviewed and follows a standard format developed by the editors of Clinical Diabetes. The following article describes a project at Texas Children's Hospital aimed at improving identification of patients with type 1 diabetes at high risk for diabetic ketoacidosis.
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PURPOSE: The majority of childhood cancer survivors do not follow-up for long-term risk-based screening for recurrent illness and treatment late effects, despite a high prevalence of secondary morbidities. The primary aim of this study was to investigate factors that influence long-term follow-up for survivorship care, from the perspectives of providers, patients, and caregivers. MATERIALS AND METHODS: A semistructured interview was designed to elicit stakeholder perspectives on factors that facilitate or impede routine clinic visits after completion of cancer therapy. Results were analyzed using a qualitative framework method. RESULTS: Providers, patients, and caregivers identified a wide range of factors that might influence long-term follow-up for care. All respondents noted the importance of efficient clinical operations, resources such as parking, provider behaviors, rapport/attachment, and patient/family logistics. Compared with patients/caregivers, providers more frequently mentioned institutional operations, their own education and skills, patient/family understanding and motivation, and interpersonal processes such as communication style. Families more frequently mentioned clinic environment, and patients more frequently noted the importance of having a family member present, something neither providers nor caregivers reported. CONCLUSIONS: Providers, patients, and patient caregivers have different perspectives regarding factors that may influence follow-up for long-term survivorship care. Understanding these differences can help inform efforts to improve follow-up.
Subject(s)
Cancer Survivors , Neoplasms/mortality , Adolescent , Adult , Caregivers , Child , Female , Follow-Up Studies , Humans , Male , Neoplasms/therapy , SurvivorshipABSTRACT
OBJECTIVE: We sought to develop and pilot a new measure, the Diabetes-Specific Risk-Taking Inventory (DSRI), to assess unhealthy risk-taking behaviors among adolescents with type 1 diabetes. METHODS: Thirteen diabetes health care providers, 30 adolescents with type 1 diabetes (aged 15-19 years, 60% female, mean A1C 8.7% [72 mmol/mol], and 33% on insulin pumps), and the adolescents' caregivers rated the perceived riskiness of each item on the DSRI. Adolescents completed the DSRI, for which they reported how often they engaged in 34 behaviors that could place them at risk for acute complications of type 1 diabetes or out-of-range blood glucose levels. Adolescents also completed the risk-taking subscale from the Risk-Taking and Self-Harm Inventory for Adolescents, and parents completed the parent-proxy Diabetes Management Questionnaire. Mean A1C during the previous year was obtained via medical chart review. RESULTS: Results indicated good content validity and feasibility for using the DSRI in a research context, as 100% of adolescents who consented to the study completed the measure. The DSRI was positively correlated with general risk-taking and negatively correlated with diabetes management, indicating preliminary evidence of convergent validity. The DSRI also correlated with A1C. CONCLUSION: This pilot study extends our previous work in developing a conceptual model for illness-specific risk-taking. The DSRI is a promising new measure to assess illness-specific risk-taking, including unhealthy risk-taking behaviors, for adolescents with type 1 diabetes.
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It has been estimated that 10-15% of people with Robinow syndrome (RS) show delayed development, but no studies have formally assessed developmental domains. The objective of this study is to provide the first description of cognitive, adaptive, and psychological functioning in RS. Thirteen participants (10 males) aged 4-51 years were seen for neuropsychological screening. Eight had autosomal-dominant RS (DVL1, n = 5; WNT5A, n = 3), four had autosomal-recessive RS (NXN, n = 2; ROR2, n = 2), and one had a mutation on an RS candidate gene (GPC4). Participants completed measures of intellectual, fine-motor, adaptive, executive, and psychological functioning. Findings indicated generally average intellectual functioning and low-average visuomotor skills. Adaptive functioning was average in autosomal-recessive RS (RRS) but low average in autosomal-dominant RS (DRS). Parent-report indicated executive dysfunction and attention problems in 4/8 children, 3/4 of whom had a DVL1 variant; adult self-report did not indicate similar difficulties. Learning disabilities were also reported in 4/8 individuals with DRS, 3/4 of whom had a DVL1 variant. Peer problems were reported for a majority of participants, many of whom also reported emotional concerns. Altogether, the findings indicate average neurocognitive functioning in RRS. In contrast, DRS, especially DVL1 pathogenic alleles, may confer specific risk for neurodevelopmental disability.
Subject(s)
Craniofacial Abnormalities/genetics , Developmental Disabilities/genetics , Dishevelled Proteins/genetics , Dwarfism/genetics , Limb Deformities, Congenital/genetics , Neurocognitive Disorders/genetics , Urogenital Abnormalities/genetics , Wnt-5a Protein/genetics , Adolescent , Adult , Alleles , Child , Child, Preschool , Craniofacial Abnormalities/epidemiology , Craniofacial Abnormalities/physiopathology , Developmental Disabilities/epidemiology , Developmental Disabilities/physiopathology , Dwarfism/epidemiology , Dwarfism/physiopathology , Genetic Predisposition to Disease , Humans , Learning Disabilities/genetics , Learning Disabilities/physiopathology , Limb Deformities, Congenital/epidemiology , Limb Deformities, Congenital/physiopathology , Male , Middle Aged , Neurocognitive Disorders/epidemiology , Neurocognitive Disorders/physiopathology , Phenotype , Psychosocial Functioning , Urogenital Abnormalities/epidemiology , Urogenital Abnormalities/physiopathology , Young AdultABSTRACT
Costello syndrome (CS) is a RASopathy caused by activating germline mutations in HRAS. Due to ubiquitous HRAS gene expression, CS affects multiple organ systems and individuals are predisposed to cancer. Individuals with CS may have distinctive craniofacial features, cardiac anomalies, growth and developmental delays, as well as dermatological, orthopedic, ocular, and neurological issues; however, considerable overlap with other RASopathies exists. Medical evaluation requires an understanding of the multifaceted phenotype. Subspecialists may have limited experience in caring for these individuals because of the rarity of CS. Furthermore, the phenotypic presentation may vary with the underlying genotype. These guidelines were developed by an interdisciplinary team of experts in order to encourage timely health care practices and provide medical management guidelines for the primary and specialty care provider, as well as for the families and affected individuals across their lifespan. These guidelines are based on expert opinion and do not represent evidence-based guidelines due to the lack of data for this rare condition.
Subject(s)
Abnormalities, Multiple/genetics , Costello Syndrome/genetics , Heart/physiopathology , Proto-Oncogene Proteins p21(ras)/genetics , Abnormalities, Multiple/physiopathology , Costello Syndrome/physiopathology , Costello Syndrome/therapy , Developmental Disabilities/genetics , Developmental Disabilities/physiopathology , Disease Management , Face/abnormalities , Gene Expression Regulation/genetics , Genotype , Germ-Line Mutation/genetics , Guidelines as Topic , Heart Defects, Congenital/genetics , Heart Defects, Congenital/physiopathology , Humans , PhenotypeABSTRACT
Objective: Complete prenatal cerebellar infarction is rare and few reports exist documenting developmental outcomes. We report outcome data on a child who sustained a stroke to the bilateral cerebellar hemispheres at 25 weeks gestation, and was subsequently seen for follow-up neuropsychological evaluations at ages 5 years, 5 months and 7 years, 9 months. Method: Retrospective chart review. Results: Findings from the initial evaluation at age 5 were consistent with a diagnosis of intellectual disability based on developmental testing and parent-reported adaptive behavior. Deficits in social communication, relatedness, and reciprocity were identified, though diagnosis of an autism-spectrum disorder (ASD) was deferred given the difficulty of interpreting these findings in the context of his physical and cognitive disabilities. Re-assessment at age 7 included comprehensive autism assessment, and a diagnosis of ASD was confirmed. Neuropsychological testing revealed minimal developmental skill progression over the assessment interval. Conclusions: These findings add to growing evidence that the cerebellum plays an important role in social development, and that early cerebellar injury may represent an acquired pathway for ASD. Complex medical histories may obscure or delay diagnosis of ASD, highlighting the importance of early evaluation using a multidisciplinary approach.
Subject(s)
Brain Infarction/complications , Brain/pathology , Neuropsychological Tests/standards , Social Behavior , Child , Child, Preschool , Humans , Male , Retrospective StudiesABSTRACT
Dysregulation of the mitogen activated protein kinase (MAPK) pathway in Costello syndrome (CS) may contribute to increased risk for autism-spectrum disorder (ASD). We examined prevalence of ASD symptoms in 14 individuals (six females) age 1-18 years with molecularly confirmed CS. Caregivers completed the Modified Checklist for Autism in Toddlers (M-CHAT) for ages 0-4 years (n = 7), and the Social Communication Questionnaire (SCQ) for ages 4 and older (n = 7). Age was associated with meeting ASD criteria: 5/7 (71.4%) younger children met the ASD cut-off on the MCHAT, compared to 0/7 older children on the SCQ. The following medical and developmental factors were strongly associated with ASD criteria on the M-CHAT: having a gastrostomy tube at time of assessment, not eating solid food, not walking, and not being toilet trained. Two children who met stricter ASD criteria had significantly lower adaptive functioning and were physically much more impaired. Among older participants, SCQ subscale scores in communication, socialization, and repetitive behavior domains were comparable to the typically-developing normative sample. ASD symptoms were highly elevated in younger CS individuals. Older children did not differ from typically developing samples in prevalence of ASD symptoms. CS individuals may appear to fall on the autism spectrum in early childhood due to severe feeding and orthopedic problems that improve by age four, suggesting many of these children may eventually emerge out of an ASD presentation.
Subject(s)
Autism Spectrum Disorder/epidemiology , Autism Spectrum Disorder/physiopathology , Costello Syndrome/epidemiology , Costello Syndrome/physiopathology , Adolescent , Age Factors , Autism Spectrum Disorder/genetics , Child , Child, Preschool , Costello Syndrome/genetics , Female , Humans , Infant , Infant, Newborn , Male , Social Behavior , Surveys and QuestionnairesABSTRACT
Risky behavior is often at its lifetime peak in adolescence. Chronic illness creates additional opportunities for risk because nonadherence behaviors can jeopardize adolescents' health. Adolescents with type 1 diabetes could engage in risky behavior around insulin administration that would put them in danger of severe health consequences. It is possible that some nonadherence behaviors observed in adolescents with type 1 diabetes may result from youth taking risks with their medical treatment. Illness-specific risk-taking behaviors are not captured in most assessments of adherence, which primarily focus on frequency of adherence behaviors. This article reviews current models of general risk-taking and their implications for diabetes management. The authors argue that illness-specific risk-taking may be an important, understudied aspect of illness management that can inform future studies and treatment of nonadherence in adolescents with type 1 diabetes.
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IN BRIEF Nonadherence to diabetes medications is a primary contributor to health complications and avoidable hospitalizations. This article discusses the evidence for taking a person-centered (as opposed to illness-centered) approach to promoting medication adherence among diabetes patients, provides suggestions for ways in which diabetes clinicians can best promote medication adherence, and argues for needed changes in how health care systems support providers in their efforts at adherence promotion.
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Attendance to follow-up care after completion of cancer treatment is an understudied area. We examined demographic, clinical, and socioeconomic predictors of follow-up by pediatric cancer patients at a large center in 442 newly diagnosed patients using multivariable logistic regression analyses. Patients who did not return to clinic for at least 1000 days were considered lost to follow-up. Two hundred forty-two (54.8%) patients were lost. In multivariable analyses, the following variables were independent predictors of being lost to follow-up: treatment with surgery alone (odds ratio [OR]=6.7; 95% confidence interval [CI], 3.1-14.9), older age at diagnosis (reference, 0 to 4; ages, 5 to 9: OR=1.8, 95% CI, 1.1-3; ages, 10 to 14: OR=3.3; CI, 1.8-6.1; and ages, 15 and above: OR=4.8; CI, 2.1-11.7), lack of history of stem cell transplantation (OR=2, 95% CI, 1.04-3.7) and lack of insurance (OR=3.4; CI, 1.2-9.2). Hispanic patients had the best follow-up rates (53.7%) compared to whites and blacks (P=0.03). Attendance to long-term follow-up care is suboptimal in childhood cancer survivors. Predictors that were associated with nonattendance can be used to design targeted interventions to improve follow-up care for survivors of pediatric cancer.
Subject(s)
Aftercare/standards , Neoplasms/therapy , Patient Acceptance of Health Care/statistics & numerical data , Adolescent , Child , Child, Preschool , Humans , Infant , Infant, Newborn , Multivariate Analysis , Patient Acceptance of Health Care/ethnology , Patient Compliance/ethnology , Patient Compliance/statistics & numerical data , Risk Factors , SurvivorsABSTRACT
OBJECTIVE: Congenital heart disease (CHD) can affect the developing central nervous system, resulting in neurocognitive and behavioral deficits. Preoperative neurological abnormalities as well as sequelae of the open heart operations required to correct structural abnormalities of the heart contribute to these deficits. There are few studies examining the neurocognitive functioning of adults with CHD. This study sought to investigate multiple domains of neurocognitive functioning in adult survivors of CHD who had childhood cardiac surgery with either moderate or severe disease complexity. DESIGN: A total of 48 adults (18-49 years of age) who had undergone cardiac surgery for CHD prior to five years of age participated in the study. CHD severity was classified as moderate or severe according to the 32nd Bethesda Guidelines. A computerized battery of standardized neurocognitive tests (CNS-Vital Signs), a validated rating scale of executive functioning, and demographic questionnaires were administered. RESULTS: There were no significant differences between the moderate CHD group and normative data on any cognitive measure. In contrast, the severe CHD group differed from norms in multiple domains: psychomotor speed, processing speed, complex attention, reaction time, and on the overall neurocognitive index. Number of surgeries was strongly related to worse executive functioning. There was no association between age at first surgery or time since last surgery and neuropsychological functioning. Number of surgeries was also unrelated to neurocognitive test performance. CONCLUSIONS: Patients with severe CHD performed significantly worse on measures of processing speed, attention, and executive functioning. These findings may be useful in the long-term care of adults with congenital heart disease.
Subject(s)
Cognition , Executive Function , Heart Defects, Congenital/psychology , Survivors/psychology , Adolescent , Adult , Attention , Cardiac Surgical Procedures , Case-Control Studies , Cross-Sectional Studies , Female , Heart Defects, Congenital/diagnosis , Heart Defects, Congenital/surgery , Humans , Male , Middle Aged , Neuropsychological Tests , Psychomotor Performance , Reaction Time , Severity of Illness Index , Time Factors , Young AdultABSTRACT
The complex type 1 diabetes (T1D) management regimen places extra demands on one's ability to plan, organize, and problem-solve, a set of skills described as executive functioning (EF). Research on the relation between EF and T1D management has been mounting and suggest that deficits in EF skills likely interfere with optimal management. However, given the substantial EF demands of T1D management, any person with T1D, including those without clinically significant deficits, could likely benefit from strategies to improve diabetes-related EF skills. The current review outlines typical EF development across the lifespan and suggests behavioral strategies (e.g., environmental modifications) from the EF literature and clinical experience to enhance EF skills at each period of development. When executive dysfunction is suspected, formal neuropsychological assessment is recommended as EF concerns can be a significant problem of their own, or they could be an indicator of another psychological disorder, such as depression or dementia.
Subject(s)
Diabetes Mellitus/therapy , Age Distribution , Cognition Disorders , Depression , Executive Function , Humans , Neuropsychological TestsABSTRACT
There is a rising prevalence of diabetes in youth and children, and the burden of this epidemic has shifted from primarily one affecting white youth to now affecting multiple ethnicities. As the incidence and prevalence of diabetes rise in ethnically diverse youth, indices of health and care in these populations are important to examine to understand the state of disparities and address them. Research reviewed indicates that there is evidence of disparities in glycemic control, as well as shortand long-term complications. Multisystemic factors contributing to these disparities include: 1) individual risk factors, 2) contextual risk factors, and 3) systemic risk factors. Interventions developed specifically to address these disparities, those that are tailored for these groups, and those that simply include ethnically diverse youth in their analyses are discussed below. Implications for future research and clinical practice are discussed.
Subject(s)
Diabetes Mellitus, Type 1/ethnology , Diabetes Mellitus, Type 1/therapy , Ethnicity , Health Status Disparities , Healthcare Disparities/ethnology , Age Factors , Delivery of Health Care, Integrated , Diabetes Mellitus, Type 1/diagnosis , Humans , Incidence , Prevalence , Risk Factors , Treatment OutcomeABSTRACT
DK phocomelia/von Voss Cherstvoy syndrome is a rare condition characterized by upper limb and urogenital abnormalities and various brain anomalies. Previously reported cases have noted significant developmental delays, although no formal testing of cognitive abilities has been reported. In this paper we describe results from a comprehensive neuropsychological evaluation of a 12-year-old male with DK phocomelia syndrome. Test findings indicated mild impairment in intellectual functioning, with more significant impairment in adaptive skills and academic achievement. The neuropsychological profile converged with neurological findings, showing a distinct pattern of strengths and weaknesses that suggests functional compromise of posterior brain regions with relatively well-preserved functioning of more anterior regions. Specifically, impairments were evident in perceptual reasoning, visual perception, and visuomotor integration, whereas normal or near normal functioning was evident in memory, receptive language, social cognition, attention, and most aspects of executive functioning. To our knowledge this is the first report to describe the neurocognitive profile of an individual with DK phocomelia syndrome.
Subject(s)
Abnormalities, Multiple/pathology , Ectromelia/pathology , Encephalocele/pathology , Neurocognitive Disorders/pathology , Phenotype , Thrombocytopenia/pathology , Urogenital Abnormalities/pathology , Abnormalities, Multiple/genetics , Adolescent , Brain/diagnostic imaging , Ectromelia/genetics , Encephalocele/genetics , Humans , Magnetic Resonance Imaging , Male , Neuropsychological Tests , Psychomotor Performance/physiology , Thrombocytopenia/genetics , Tomography, X-Ray Computed , Urogenital Abnormalities/genetics , Visual Perception/physiologyABSTRACT
The impact of diabetes on the developing brain is well-accepted. Effects on neurocognitive functioning are moderate but have larger functional implications, especially when considered through a developmental lens. Pathophysiological factors such as severe hypoglycemia and chronic hyperglycemia can alter developmental trajectories in early childhood and perhaps at later periods. In this paper, we selectively review neurocognitive outcomes in pediatric diabetes (largely type 1), integrating recent research from developmental neuroscience and neuroimaging. We examine the effects of diabetes at different stages and place findings within a neurodevelopmental diathesis/stress framework. Early-onset diabetes is associated with specific effects on memory and more global cognitive late-effects, but less is known about cognitive outcomes of diabetes in later childhood and in adolescence, a time of increased neurobehavioral vulnerability that has received relatively limited empirical attention. Studies are also needed to better elucidate risk and protective factors that may moderate neurodevelopmental outcomes in youth with diabetes.
Subject(s)
Child Development , Diabetes Mellitus, Type 1/physiopathology , Diabetes Mellitus, Type 1/psychology , Neuroimaging/methods , Stress, Psychological/etiology , Adolescent , Age of Onset , Child , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/complications , Educational Measurement , Humans , Hyperglycemia/physiopathology , Hyperglycemia/psychology , Hypoglycemia/physiopathology , Hypoglycemia/psychology , Risk Factors , Stress, Psychological/physiopathology , Stress, Psychological/psychology , Young AdultABSTRACT
OBJECTIVE: To determine whether impairments in neurocognitive functioning are detectable at type 1 diabetes diagnosis and associated with subsequent glycemic control. RESEARCH DESIGN AND METHODS: Children/adolescents (N = 147) aged 5-18 years completed neuropsychological testing during their inpatient hospitalization for new-onset type 1 diabetes. Test scores were compared with normative data using one-sample Student t tests. Children with onset before 8 years of age were compared with children aged 9-18 years using ANOVA, and associations between neurocognitive performance at diagnosis and glycemic control 1 year postdiagnosis were examined using regression analyses. RESULTS: Children with type 1 diabetes performed significantly below expectations on most neurocognitive measures (P values <0.0001), with large decrements from the normative mean evident in psychomotor speed (>1 SD), visuomotor integration (0.7 SD), and phonemic fluency (0.8 SD). High incidence of impairment (scores less than second percentile) was evident on all tasks except digit span. Dominant-hand psychomotor speed was significantly associated with poor glycemic control (A1C ≥9.5% [80 mmol/mol]; P = 0.032) 1 year postdiagnosis, controlling for race/ethnicity, sex, and reading ability. Impaired psychomotor speed was associated with a 0.77% increase in mean A1C (8.4 mmol/mol). CONCLUSIONS: Deficits were evident in neurocognitive functioning within days of diabetes diagnosis that were associated with diabetes outcomes over 1 year postdiagnosis. Impairment was most apparent in psychomotor speed, consistent with research implicating damage to posterior white matter tracts and associated gray matter regions in type 1 diabetes. Psychomotor impairment may be an early marker for a broader neurobehavioral vulnerability that has implications for long-term diabetes management.