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2.
Lupus ; : 9612033241258189, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38830236

ABSTRACT

OBJECTIVE: Little is known about health literacy in childhood-onset systemic lupus erythematosus (cSLE) and how health literacy relates to medication adherence and psychosocial outcomes in this high-risk population. The objective of this study was to evaluate health literacy in adolescents and young adults with cSLE and its association with medication adherence and quality of life. METHODS: Youth 10-24 years with cSLE (n = 48) completed the Brief Healthy Literacy Screen (BHLS) and the Newest Vital Sign (NVS) to assess health literacy. Participants also completed validated measures of medication adherence and quality of life. Descriptive analyses were used to determine levels of health literacy. Bivariate correlations were used to evaluate associations between measures of health literacy with adherence and quality of life. A multivariable regression analyses was used to determine if health literacy was a significant predictor of adherence or quality of life, after adjusting for age, sex, race, and household income. RESULTS: Inadequate health literacy was common in this population, with 67% of youth categorized as having inadequate health literacy by the BHLS and 42% by the NVS. Higher medication adherence was associated with a higher BHLS score (r=.36, p = .017). BHLS was also significantly associated with better quality of life (r = 0.31, p = .034). CONCLUSION: Inadequate health literacy is prevalent among youth with cSLE. Higher health literacy is associated with higher medication adherence and better quality of life, suggesting that attention to health literacy could improve outcomes for this vulnerable population.

3.
Diabet Med ; : e15332, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38751219

ABSTRACT

Diabetes is unique among chronic diseases because clinical outcomes are intimately tied to how the person living with diabetes reacts to and implements treatment recommendations. It is further characterised by widespread social stigma, judgement and paternalism. This physical, social and psychological burden collectively influences self-management behaviours. It is widely recognised that the individual's perspective about the impact of trying to manage the disease and the burden that self-management confers must be addressed to achieve optimal health outcomes. Standardised, rigorous assessment of mental and behavioural health status, in interaction with physical health outcomes is crucial to aid understanding of person-reported outcomes (PROs). Whilst tempting to conceptualise PROs as an issue of perceived quality of life (QoL), in fact health-related QoL is multi-dimensional and covers indicators of physical or functional health status, psychological and social well-being. This complexity is illuminated by the large number of person reported outcome measures (PROMs) that have been developed across multiple psychosocial domains. Often measures are used inappropriately or because they have been used in the scientific literature rather than based on methodological or outcome assessment rigour. Given the broad nature of psychosocial functioning/mental health, it is important to broadly define PROs that are evaluated in the context of therapeutic interventions, real-life and observational studies. This report summarises the central themes and lessons derived in the assessment and use of PROMs amongst adults with diabetes. Effective assessment of PROMs routinely in clinical research is crucial to understanding the true impact of any intervention. Selecting appropriate measures, relevant to the specific factors of PROs important in the research study will provide valuable data alongside physical health data.

4.
Diabet Med ; 41(5): e15300, 2024 May.
Article in English | MEDLINE | ID: mdl-38303663

ABSTRACT

AIMS: Maternal caregiver involvement is strongly associated with psychosocial and glycemic outcomes amongst adolescents with type 1 diabetes (T1D); however, previous studies have lacked detailed, objective examinations of caregiver involvement. We examined the relationship between observed parenting behaviors and psychosocial and glycemic outcomes amongst youth with T1D. METHODS: Data collected from adolescents with T1D (age 11-17) and their female caregivers as a part of a randomized controlled trial were analyzed. These included structured, observation-based scores of adolescent-caregiver dyads engaged in videotaped interactions and selected psychosocial and glycemic outcome measures. RESULTS: In adjusted analyses, higher levels of intrusive parenting behaviors during observed interactions were associated with higher diabetes distress in adolescents, but no difference in HbA1c. Associations between intrusive parenting behaviors and psychosocial outcomes were stronger for females compared to males for both diabetes distress and quality of life. Similarly, associations between collaborative parenting behaviors and quality of life were stronger for female adolescents than males. No associations were observed between collaborative parenting behaviors and glycemic outcomes. Consistent with previous work, we noted higher levels of adolescent-reported family conflict were associated with lower adolescent quality of life and higher diabetes distress with no significant difference between male and female adolescents. CONCLUSION: These findings indicate that high levels of intrusive parenting behaviors, such as lecturing or over-controlling behaviors, are associated with lower levels of adolescent well-being, particularly among adolescent girls. This work suggests that interventions to reduce intrusive parenting by maternal caregivers could result in improved psychosocial outcomes for adolescents with T1D.


Subject(s)
Diabetes Mellitus, Type 1 , Parenting , Humans , Male , Adolescent , Female , Child , Parenting/psychology , Diabetes Mellitus, Type 1/therapy , Diabetes Mellitus, Type 1/psychology , Caregivers/psychology , Quality of Life/psychology , Family Conflict
5.
Diabetes Spectr ; 37(1): 95-99, 2024.
Article in English | MEDLINE | ID: mdl-38385103

ABSTRACT

Introduction: Many challenges exist in developing multisite protocols for newly diagnosed children with type 1 diabetes. Our research team engaged community members to increase the likelihood of study success during a planning grant for a longitudinal study aimed at understanding risk and protective factors for neurocognitive function in school-aged children newly diagnosed with type 1 diabetes. Methods: Two methods were used to obtain caregiver input into study protocol decisions. The first was a survey given to caregivers of children with diabetes (n = 21) about which aspects of the study protocol would make families more or less likely to participate. The second was a Community Engagement (CE) Studio to obtain recommendations from a diverse group of caregivers of children with diabetes (n = 7) on key aspects of recruitment and enrollment. Results: Results from both the survey and the CE Studio indicated that caregivers were interested and willing to participate in a longitudinal study of this nature. Both methods resulted in similar preferences for the type and amount of compensation, convenient study visits, flexible scheduling options, and receipt of neurocognitive test results. Recommendations from the CE Studio included additional strategies to minimize participant burden and enhance communication around study participation. Conclusion: Both the feasibility survey and the CE Studio were useful mechanisms to obtain caregiver input during the study's planning and design phase. Uniquely, the CE Studio approach offers researchers the ability to gain valuable community member input with minimal staff effort.

6.
Sci Diabetes Self Manag Care ; 50(1): 9-18, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38240246

ABSTRACT

PURPOSE: The purpose of the study was to identify demographic factors associated with continuous glucose monitor (CGM) and automated insulin delivery (AID) use among adolescents with type 1 diabetes and to explore why adolescents may start and stop using CGMs. METHODS: Adolescents ages 13 to 17 and caregivers completed demographic and device use surveys at baseline for a randomized trial of a behavioral intervention conducted at 2 large medical centers in the United States. This study is a secondary analysis of the demographic and device use data. RESULTS: The study sample consisted of 198 participants ages 13 to 17, 58% female, 57% non-Hispanic White, 24% non-Hispanic Black, 19% other race and ethnicity. Eighty-one percent of adolescents were using CGM, and 10% reported past use. Forty percent of adolescents reported taking CGM breaks ranging hours to weeks. Higher CGM use was found in higher income families (>$90 000). No difference in CGM use was observed related to race or ethnicity. CONCLUSIONS: These findings suggest CGM use is increasing even among adolescents, a group that historically has had the lowest device use. However, adolescents often take CGM breaks, and it is not clear if they adjust their diabetes management during these times. It is important for providers to understand when and why patients may take CGM breaks so education about diabetes management while off CGM can occur. Further investigation into management during CGM breaks, particularly in those using an AID system, is needed.


Subject(s)
Diabetes Mellitus, Type 1 , Adolescent , Female , Humans , Male , Blood Glucose/analysis , Blood Glucose Self-Monitoring , Demography , Glycated Hemoglobin
7.
J Pediatr Psychol ; 49(2): 89-94, 2024 Feb 17.
Article in English | MEDLINE | ID: mdl-37794836

ABSTRACT

OBJECTIVE : Previous research in families of children with type 1 diabetes demonstrates that maternal depressive symptoms are a known risk factor for poor diabetes outcomes. We sought to examine whether maternal diabetes relationship distress or maternal depressive symptoms were more strongly associated with adolescent glycemic outcomes. METHODS : Analyses were conducted using data from mothers who consented to screen for a behavioral intervention. The screener included the Patient Health Questionnaire and the Parent Diabetes Distress Scale, Parent/Teen Relationship Distress subscale. Hemoglobin A1c (HbA1c) was extracted from adolescents' medical records. RESULTS : Our sample consisted of 390 maternal caregivers of adolescents with type 1 diabetes aged 11-17. Screening data revealed that 35% of mothers reported clinically significant diabetes distress related to their relationship with their adolescents, and 14% of mothers reported clinically significant depressive symptoms. The adolescents of mothers who reported diabetes relationship distress had significantly higher mean HbA1c levels (9.7 ± 2.2%) compared to those whose mothers were not distressed (8.2 ± 1.8%, d = .72). Similarly, adolescents whose mothers reported clinically significant depressive symptoms had higher mean HbA1c levels (9.6 ± 2.4%) than those whose mothers were not depressed (8.6 ± 2.0%, d = .48). After adjusting for clinical and demographic factors, mothers' reports of diabetes relationship distress were more strongly associated with adolescents' HbA1c than maternal depressive symptoms. CONCLUSIONS : Our findings suggest that screening for maternal distress-particularly distress related to the caregiver-adolescent relationship-could match families with psychosocial support or other resources to improve both psychosocial and glycemic outcomes.


Subject(s)
Diabetes Mellitus, Type 1 , Female , Child , Humans , Adolescent , Glycated Hemoglobin , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/psychology , Depression/psychology , Mothers/psychology , Emotions
8.
Diabetes Care ; 47(3): 346-352, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-37906202

ABSTRACT

OBJECTIVE: Despite evidence that continuous glucose monitoring (CGM) use is associated with lower HbA1c among children with type 1 diabetes, uptake of this technology remains lower among those with difficulty accessing health care, including those from lower socioeconomic status backgrounds and racial and ethnic minorities. In this study, we sought to explore the impact of rural location in use of CGM technology to guide patient and provider decision making. RESEARCH DESIGN AND METHODS: In this retrospective study of electronic health record demographic and visits data from a single diabetes program from 1 January 2018 through 31 December 2021, we compared the odds of completing a visit with (+) and without (-) CGM interpretation between rural-urban commuting area (RUCA) designations. RESULTS: Among the 13,645 visits completed by 2,008 patients with type 1 diabetes younger than age 18 years, we found children living in small rural towns had 31% lower odds (6.3% of CGM+ visits, 8.6% of CGM- visits; adjusted odds ratio [aOR] 0.69, 95% CI 0.51-0.94) and those living in isolated rural towns had 49% lower odds (2.0% of CGM+ visits, 3.4% of CGM- visits; aOR 0.51, 95% CI 0.28-0.92) of completing a CGM-billed clinic visit compared with those living in urban areas (70.0% of CGM+ visits, 67.2% of CGM- visits). We also found significant differences in CGM-billed visits by neighborhood deprivation as well as race/ethnicity and insurance payor. CONCLUSIONS: Geographic location presents a meaningful barrier to access to care for patients living with type 1 diabetes. Further work is needed to identify and address the needs of children and families living in rural areas to improve the care of these patients.


Subject(s)
Blood Glucose , Diabetes Mellitus, Type 1 , Child , Humans , Adolescent , Diabetes Mellitus, Type 1/epidemiology , Blood Glucose Self-Monitoring , Retrospective Studies , Ethnicity
9.
J Diabetes Sci Technol ; : 19322968231186428, 2023 Oct 17.
Article in English | MEDLINE | ID: mdl-37846485

ABSTRACT

BACKGROUND: Continuous glucose monitor (CGM) use has been linked with better glycemic outcomes (HbA1c), yet many adolescents with type 1 diabetes (T1D) struggle to maintain optimal CGM use. METHODS: This study examined CGM use and its association with HbA1c and psychosocial factors among adolescents with T1D experiencing at least moderate diabetes distress (N = 198). We examined mean differences in HbA1c, diabetes distress, diabetes-related family conflict, and quality of life among CGM user groups (Current Users, Past Users, and Never Users). RESULTS: Current Users demonstrated significantly lower HbA1c than Never Users and significantly lower diabetes distress than Past Users. CGM use was not associated with family conflict or quality of life. CONCLUSIONS: CGM use was associated with lower HbA1c and diabetes distress but not with other psychosocial outcomes. Longitudinal data may explain why many adolescents do not experience improvements in quality of life with CGM use.

10.
JMIR Pediatr Parent ; 6: e47089, 2023 Oct 05.
Article in English | MEDLINE | ID: mdl-37800881

ABSTRACT

Background: Positive psychology interventions demonstrate improvements in diabetes self-management and quality of life among adults with chronic health conditions, but few interventions for adolescents use this approach. Objective: This study describes engagement with a positive psychology intervention delivered via automated SMS text messages aimed at treating diabetes distress and improving diabetes outcomes. In addition, demographic and clinical predictors of intervention engagement were examined. Methods: Adolescents with type 1 diabetes (ages 13-17 years) who reported at least moderate diabetes distress were randomized to receive either the education or positive affect + education intervention, comprising 8 weeks of automated SMS text messages. Engagement was assessed as the response to the SMS text messages. Adolescents completed satisfaction surveys 3 months post intervention, and a subset of participants from both intervention groups completed exit interviews. Results: Adolescents in both groups reported high levels of satisfaction with the study, with 95% (163/172) reporting that they would participate again. Engagement with the SMS text messages was high; on average, adolescents in the positive affect + education group responded to 92.5% of intervention messages, and their caregivers responded to 88.5% of messages. There were no significant differences in rates of engagement related to adolescents' sex, age, device use, or race/ethnicity. Conclusions: A positive psychology intervention for adolescents delivered via automated SMS text messages was feasible and acceptable across genders, ages, and racial/ethnic groups, suggesting potential for wider dissemination.

11.
bioRxiv ; 2023 Sep 12.
Article in English | MEDLINE | ID: mdl-37745381

ABSTRACT

Magnetic resonance spectroscopy (MRS) is one of the few non-invasive imaging modalities capable of making neurochemical and metabolic measurements in vivo. Traditionally, the clinical utility of MRS has been narrow. The most common use has been the "single-voxel spectroscopy" variant to discern the presence of a lactate peak in the spectra in one location in the brain, typically to evaluate for ischemia in neonates. Thus, the reduction of rich spectral data to a binary variable has not classically necessitated much signal processing. However, scanners have become more powerful and MRS sequences more advanced, increasing data complexity and adding 2 to 3 spatial dimensions in addition to the spectral one. The result is a spatially- and spectrally-variant MRS image ripe for image processing innovation. Despite this potential, the logistics for robustly accessing and manipulating MRS data across different scanners, data formats, and software standards remain unclear. Thus, as research into MRS advances, there is a clear need to better characterize its image processing considerations to facilitate innovation from scientists and engineers. Building on established neuroimaging standards, we describe a framework for manipulating these images that generalizes to the voxel, spectral, and metabolite level across space and multiple imaging sites while integrating with LCModel, a widely used quantitative MRS peak-fitting platform. In doing so, we provide examples to demonstrate the advantages of such a workflow in relation to recent publications and with new data. Overall, we hope our characterizations will lower the barrier of entry to MRS processing for neuroimaging researchers.

12.
Pediatr Diabetes ; 20232023.
Article in English | MEDLINE | ID: mdl-37614407

ABSTRACT

Background: Adolescents with type 1 diabetes (T1D) are particularly vulnerable to poor psychosocial outcomes-high rates of diabetes distress and poor quality of life are common among this cohort. Previous work in the general population demonstrated positive associations between quality of life and increases in moderate-to-vigorous physical activity (MVPA), as well as decreased sedentary behavior. While survey-based assessments of young adults with T1D observed similar trends, these studies were limited by their use of subjective assessments of MVPA and sedentary behavior. The use of direct activity monitoring is needed to establish the association between psychosocial outcomes and MVPA and sedentary behavior among adolescents with T1D. Objective: To explore the association between objectively measured MVPA and sedentary behavior on psychosocial outcomes among adolescents with T1D. Subjects and Methods: The current study is a secondary analysis of baseline data collected for a pilot trial of sleep-promoting intervention for adolescents with T1D. Participants (n = 29, with a mean age of 15.9 ± 1.3 years) completed baseline surveys and wore an actigraph for a week following the baseline visit. We examined minutes per week of MVPA and proportion of awake time spent sedentary in relation to adolescents' diabetes distress, depressive symptoms, and diabetes-related quality of life. Results: Participants engaged in a mean of 19.6 ± 22.4 minutes of MVPA per day and spent 68.6 ± 9.9% of their awake time sedentary. MVPA was associated with lower diabetes distress in unadjusted (-3.6; 95% CI: -6.4 to -0.8) and adjusted (-2.6; 95% CI: -5.0--0.3) analyses. Sedentary time was associated with higher diabetes distress in adjusted (6.3; 95% CI: 1.3-11.2) but not unadjusted (6.0; 95% CI: -5.6-12.6) analyses. In secondary analyses, we did not observe significant associations between quality of life or depressive symptoms with either MVPA or sedentary behavior. Discussion: Our findings extend previous survey-based work demonstrating an association between decreased diabetes distress with greater weekly MVPA and lower sedentary time. The current study highlights the multifaceted benefits of physical activity in this population and provides preliminary evidence for developing interventions to reduce sedentary time as an alternative method to improve psychosocial outcomes in this at-risk population.


Subject(s)
Diabetes Mellitus, Type 1 , Adolescent , Humans , Diabetes Mellitus, Type 1/therapy , Exercise , Quality of Life , Sedentary Behavior , Sleep , Clinical Trials as Topic
13.
J Clin Sleep Med ; 19(12): 2087-2095, 2023 12 01.
Article in English | MEDLINE | ID: mdl-37565827

ABSTRACT

STUDY OBJECTIVES: Obstructive sleep apnea (OSA) and poor quality of sleep negatively impacts health-related quality of life in adults, but few studies have evaluated the association between sleep disturbance (eg, OSA, inadequate sleep) and health-related quality of life domains (eg, family relations, life satisfaction) in children. METHODS: Children ages 8-17 years referred to a sleep center for routine polysomnography from April 2022 to August 2022 were approached to participate in the study, and children visiting the department of pediatrics for their wellness visit were recruited for comparisons. Statistical analysis was conducted using R 3.6.0. RESULTS: Ninety-nine children were recruited from the sleep clinic, and 23 children were recruited from the primary care clinic. Of these children, 62 were diagnosed with obstructive sleep apnea (31 mild, 12 moderate, 19 severe), and 37 did not meet criteria for a diagnosis. Health-related quality of life domains did not differ across OSA severity levels. Children in general had lower life satisfaction and higher physical stress experience compared to children visiting for their wellness examination (well-child visitors, P = .05 and P = .005, respectively). Children with severe OSA had significantly lower life satisfaction and significantly higher physical stress experience when compared with well-child visitors (P = .008 and P = .009, respectively). Correlation analysis showed that N3 (deep) sleep was positively associated with family relations and life satisfaction, while it was negatively associated with anger. CONCLUSIONS: Based on caregiver response, N3 sleep is positively associated with family relations and life satisfaction and negatively associated with anger. Severe OSA is associated with lower life satisfaction and higher physical stress experience. CITATION: Bhushan B, Zee PC, Grandner MA, et al. Associations of deep sleep and obstructive sleep apnea with family relationships, life satisfaction, and physical stress experience in children: a caregiver perspective. J Clin Sleep Med. 2023;19(12):2087-2095.


Subject(s)
Sleep Apnea, Obstructive , Sleep, Slow-Wave , Adult , Child , Humans , Quality of Life , Caregivers , Surveys and Questionnaires , Sleep Apnea, Obstructive/complications , Sleep Apnea, Obstructive/diagnosis , Family Relations , Personal Satisfaction
14.
Curr Diab Rep ; 23(7): 147-163, 2023 07.
Article in English | MEDLINE | ID: mdl-37097408

ABSTRACT

PURPOSE OF REVIEW: Many factors influence disease management and glycemic levels in children with type 1 diabetes (T1D). However, these concepts are hard to examine in children using only a qualitative or quantitative research paradigm. Mixed methods research (MMR) offers creative and unique ways to study complex research questions in children and their families. RECENT FINDINGS: A focused, methodological literature review revealed 20 empirical mixed methods research (MMR) studies that included children with T1D and/or their parents/caregivers. These studies were examined and synthesized to elicit themes and trends in MMR. Main themes that emerged included disease management, evaluation of interventions, and support. There were multiple inconsistencies between studies when reporting MMR definitions, rationales, and design. Limited studies use MMR approaches to examine concepts related to children with T1D. Findings from future MMR studies, especially ones that use child-report, may illuminate ways to improve disease management and lead to better glycemic levels and health outcomes.


Subject(s)
Diabetes Mellitus, Type 1 , Humans , Diabetes Mellitus, Type 1/therapy , Caregivers , Parents
15.
Diabet Med ; 40(6): e15097, 2023 06.
Article in English | MEDLINE | ID: mdl-36997340

ABSTRACT

AIMS: Adolescents with type 1 diabetes from low-income populations are more likely to have difficulty in managing their diabetes and ultimately have poorer glycaemic outcomes, but less is known about neighbourhood-level factors or subjective social status (SSS) as risk/protective factors. We examined associations between multiple indicators of socio-economic status with diabetes outcomes. METHODS: One hundred and ninety-eight adolescents ages 13-17 (58% female, 58% White, non-Hispanic) experiencing moderate diabetes distress completed measures of diabetes management and diabetes distress, and their caregivers reported on SSS. Glycaemic indicators were extracted from medical records, and participants' addresses were used to determine area deprivation index (ADI). RESULTS: Higher levels of neighbourhood disadvantage were significantly associated with higher haemoglobin A1c levels and average glucose levels, but caregivers' SSS was more strongly associated with all glycaemic indicators, diabetes management and diabetes distress. CONCLUSIONS: Given strong associations between caregivers' SSS and glycaemic control, diabetes management, and diabetes distress, screening for caregivers' SSS may identify adolescents who would benefit from additional support.


Subject(s)
Diabetes Mellitus, Type 1 , Humans , Female , Adolescent , Male , Diabetes Mellitus, Type 1/epidemiology , Social Status , Caregivers , Social Class , Neighborhood Characteristics
16.
Diabetes Res Clin Pract ; 192: 110113, 2022 Oct.
Article in English | MEDLINE | ID: mdl-36208847

ABSTRACT

AIM: To quantify the association between the duration of the pediatric-to-adult care transfer with glycemic control among patients with type 1 diabetes (T1D). METHODS: This retrospective cohort study included patients with T1D who completed transfer between pediatric and adult diabetes clinics at a single academic medical center between 2004 and 2020. The primary exposure was time from the last pediatric to first adult diabetes care encounter. The primary outcome was the average HbA1c in the first year after entry into adult care. RESULTS: A total of 449 patients (mean age at transfer 19.8yrs, 51.7 % male) were included for analysis. Transfer required a median of nearly 5 months (196 days; IQR:93-251) and in adjusted and unadjusted models was strongly associated with increased HbA1c within 1 year of transfer (0.19 %, 2 mmol/mol; 95 %CI:0.04 %-0.33 %) for each 6 months of latency. In secondary analyses, transfer latency also exhibited a significant association with days spent hospitalized (IRR 1.23 per 6 months; 95 %CI:1.08-1.33). CONCLUSIONS: Our findings isolate and quantify the impact of prolonged lapses in care associated with the pediatric-to-adult care transfer. These findings underscore the need for providers and healthcare systems to improve this care transition in order to improve outcomes for this vulnerable patient population.


Subject(s)
Diabetes Mellitus, Type 1 , Adult , Child , Humans , Male , Young Adult , Female , Diabetes Mellitus, Type 1/therapy , Diabetes Mellitus, Type 1/epidemiology , Glycated Hemoglobin/analysis , Retrospective Studies , Inpatients , Academic Medical Centers
17.
Article in English | MEDLINE | ID: mdl-36303580

ABSTRACT

Type 1 diabetes (T1D) affects over 200,000 children and is associated with an increased risk of cognitive dysfunction. Prior imaging studies suggest the neurological changes underlying this risk are multifactorial, including macrostructural, microstructural, and inflammatory changes. However, these studies have yet to be integrated, limiting investigation into how these phenomena interact. To better understand these complex mechanisms of brain injury, a well-powered, prospective, multisite, and multimodal neuroimaging study is needed. We take the first step in accomplishing this with a preliminary characterization of multisite, multimodal MRI quality, motion, and variability in pediatric T1D. We acquire structural T1 weighted (T1w) MRI, diffusion tensor MRI (DTI), functional MRI (fMRI), and magnetic resonance spectroscopy (MRS) of 5-7 participants from each of two sites. First, we assess the contrast-to-noise ratio of the T1w MRI and find no differences between sites. Second, we characterize intervolume motion in DTI and fMRI and find it to be on the subvoxel level. Third, we investigate variability in regional gray matter volumes and local gyrification indices, bundle-wise DTI microstructural measures, and N-acetylaspartate to creatine ratios. We find the T1-based measures to be comparable between sites before harmonization and the DTI and MRS-based measures to be comparable after. We find a 5-15% coefficient of variation for most measures, suggesting ~150-200 participants per group on average are needed to detect a 5% difference across these modalities at 0.9 power. We conclude that multisite, multimodal neuroimaging of pediatric T1D is feasible with low motion artifact after harmonization of DTI and MRS.

18.
Pediatr Diabetes ; 23(7): 1088-1100, 2022 11.
Article in English | MEDLINE | ID: mdl-36004391

ABSTRACT

OBJECTIVE: Despite enthusiasm for low carbohydrate diets (LCDs) among patients with type 1 diabetes (T1DM), no prospective study has investigated outcomes in adolescent T1DM. We aimed to quantify a pragmatic LCD intervention's impact on glycemia, lipidemia, and quality of life (QOL) in adolescents with T1DM. RESEARCH DESIGN AND METHODS: At an academic center, we randomized 39 patients with T1DM aged 13-21 years to one of three 12-week interventions: an LCD, an isocaloric standard carbohydrate diet (SCD), or general diabetes education without a prescriptive diet. Glycemic outcomes included glycosylated hemoglobin (HbA1c) and continuous glucose monitoring. RESULTS: There were no significant differences in glycemic, lipidemic, or QOL parameters between groups at any timepoint. Median HbA1c was similar at baseline between groups and did not change appreciably (7.9%-8.4% in LCDs, 7.9%-7.9% in SCDs, and 8.2%-7.8% in controls). Change in carbohydrate consumption was minimal with only one participant reaching target carbohydrate intake. CONCLUSIONS: This pragmatic LCD intervention did not alter carbohydrate consumption or glycemia. Although this study was unable to evaluate a highly controlled LCD, it indicates that adolescents are unlikely to implement an educational LCD intervention in routine clinic settings. Thus, this approach is unlikely to effectively mitigate hyperglycemia in adolescents.


Subject(s)
Diabetes Mellitus, Type 1 , Diabetes Mellitus, Type 2 , Adolescent , Blood Glucose , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1/therapy , Diet, Carbohydrate-Restricted , Glycated Hemoglobin/analysis , Humans , Quality of Life , Young Adult
20.
J Pediatr Psychol ; 47(9): 1081-1089, 2022 09 15.
Article in English | MEDLINE | ID: mdl-35656859

ABSTRACT

OBJECTIVE: Diabetes distress (DD) is a negative emotional response related to the burdens of living with type 1 diabetes (T1D) and is linked with diabetes outcomes, such as hemoglobin A1c (A1c). Yet, less is known about how other glycemic indicators, average blood glucose and time in range, relate to DD, and which demographic characteristics are associated with higher DD. METHODS: In total, 369 teens (Mage 15.6 ± 1.4, 51% female, MT1D duration 6.7 ± 3.8 years) screened for DD using The Problem Areas in Diabetes-Teen Version to determine eligibility for an ongoing multi-site behavioral trial. The associations of DD, demographic factors, and glycemic indicators (A1c, average blood glucose, and time in range) were analyzed. RESULTS: Twenty-nine percent of teens (n = 95) scored above the clinical cutoff (≥44) for DD. Females scored significantly higher on average than males. Black/African American, non-Hispanic youth screened significantly higher compared to youth from other racial/ethnic groups. Higher DD scores were related to higher A1c and average blood glucose, and lower time in range. Logistic regression models revealed that females were significantly more likely to report clinically elevated DD than males, and teens with higher A1c were 1.3 times more likely to report DD. Age and diabetes duration were not significantly associated with clinically elevated DD scores. CONCLUSIONS: Results demonstrated that DD is most prevalent in Black, non-Hispanic and female teens, and DD is associated with higher average blood glucose and lower time in range. Further investigation into these disparities is warranted to promote optimal health outcomes for teens with T1D.


Subject(s)
Diabetes Mellitus, Type 1 , Adolescent , Blood Glucose , Diabetes Mellitus, Type 1/psychology , Emotions , Ethnicity , Female , Glycated Hemoglobin , Humans , Male
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