Medicine and Health Sciences Commons^™

The Association Between Diet Quality And Glycemic Outcomes Among People With Type 1 Diabetes., Melanie B. Gillingham, Martin Chase Marak, Michael C. Riddell, Peter Calhoun, Robin L. Gal, Susana R. Patton, Peter G. Jacobs, Jessica R. Castle, Mark A. Clements, Francis J. Doyle, Michael R. Rickels, Corby K. Martin

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BACKGROUND: The amount and type of food consumed impacts the glycemic response and insulin needs of people with type 1 diabetes mellitus (T1DM). Daily variability in consumption, reflected in diet quality, may acutely impact glycemic levels and insulin needs.

OBJECTIVE: Type 1 Diabetes Exercise Initiative (T1DEXI) data were examined to evaluate the impact of daily diet quality on near-term glycemic control and interaction with exercise.

METHODS: Using the Remote Food Photography Method, ≤8 d of dietary intake data were analyzed per participant. Diet quality was quantified with the Healthy Eating Index-2015 (HEI), where a score of 100 indicates the highest-quality …

Postprandial Glucose Variability Following Typical Meals In Youth Living With Type 1 Diabetes., Susana R. Patton, Simon Bergford, Jennifer L. Sherr, Robin L. Gal, Peter Calhoun, Mark A. Clements, Michael C. Riddell, Corby K. Martin

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We explored the association between macronutrient intake and postprandial glucose variability in a large sample of youth living with T1D and consuming free-living meals. In the Type 1 Diabetes Exercise Initiative Pediatric (T1DEXIP) Study, youth took photographs before and after their meals on 3 days during a 10 day observation period. We used the remote food photograph method to obtain the macronutrient content of youth's meals. We also collected physical activity, continuous glucose monitoring, and insulin use data. We measured glycemic variability using standard deviation (SD) and coefficient of variation (CV) of glucose for up to 3 h after meals. …

Distinct Reproductive Phenotypes Segregate With Differences In Body Weight In Adolescent Polycystic Ovary Syndrome., Angie Chen-Patterson, Angelina Bernier, Tania S. Burgert, Vanessa Davis, Tazeena Khan, David Geller, Emily Paprocki, Rachana Shah, Selma F. Witchel, Camila Pereira-Eshraghi, Aviva B. Sopher, Melanie G. Cree, Laura C. Torchen

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INTRODUCTION: Polycystic ovary syndrome (PCOS) is a heterogenous clinical syndrome defined by hyperandrogenism and irregular menses. In adult women with PCOS, discrete metabolic and reproductive subgroups have been identified. We hypothesize that distinct phenotypes can be distinguished between adolescent girls who are lean (LN-G) and girls with obesity (OB-G) at the time of PCOS diagnosis.

METHODS: Data were extracted from the CALICO multisite PCOS database. Clinical data collected at the time of diagnosis were available in 354 patients (81% with obesity) from 7 academic centers. Patients with body mass index (BMI) < 85th percentile for age and sex were characterized as lean (LN-G) and those with BMI percentile ≥ 95th percentile as obese (OB-G). We compared metabolic and reproductive phenotypes in LN-G and OB-G.

RESULTS: Reproductive phenotypes differed between the groups, with LN-G …

Progression Of Comorbidities In Youth With Overweight Or Obesity During The Covid-19 Pandemic., Erica Wee, Ashley K. Sherman, Safa Farrukh, Mark A. Clements, Kelsee Halpin, Yun Yan

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BACKGROUND: Childhood obesity rates have continued to increase with the COVID-19 pandemic. However, data are limited on the impact of increasing obesity on associated comorbidities.

METHODS: We evaluated the progression of overweight- or obesity-associated comorbidities by investigating change in laboratory results pre-COVID-19 pandemic and post-COVID-19 pandemic onset in youth with overweight or obesity. We defined progression of comorbidities based on increase in category rather than absolute change in value.

RESULTS: HbA1c progression was seen in 19%, and LDL cholesterol progression was seen in 26%, as defined by categories. HbA1c progression and LDL cholesterol progression were significantly correlated. HbA1c and LDL …

Parental Diabetes Distress Is A Stronger Predictor Of Child Hba1c Than Diabetes Device Use In School-Age Children With Type 1 Diabetes., Susana R. Patton, Nicole Kahhan, Jessica S. Pierce, Matthew Benson, Larry A. Fox, Mark A. Clements

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INTRODUCTION: Diabetes distress (DD) describes the unrelenting emotional and behavioral challenges of living with, and caring for someone living with, type 1 diabetes (T1D). We investigated associations between parent-reported and child-reported DD, T1D device use, and child glycated hemoglobin (HbA1c) in 157 families of school-age children.

RESEARCH DESIGN AND METHODS: Parents completed the Parent Problem Areas in Diabetes-Child (PPAID-C) and children completed the Problem Areas in Diabetes-Child (PAID-C) to assess for DD levels. Parents also completed a demographic form where they reported current insulin pump or continuous glucose monitor (CGM) use (ie, user/non-user). We measured child HbA1c using a valid …

An "All-Data-On-Hand" Deep Learning Model To Predict Hospitalization For Diabetic Ketoacidosis In Youth With Type 1 Diabetes: Development And Validation Study., David D. Williams, Diana Ferro, Colin Mullaney, Lydia Skrabonja, Mitchell Barnes, Susana R. Patton, Brent Lockee, Erin M. Tallon, Craig Vandervelden, Cintya Schweisberger, Sanjeev Mehta, Ryan Mcdonough, Marcus Lind, Leonard D'Avolio, Mark A. Clements

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BACKGROUND: Although prior research has identified multiple risk factors for diabetic ketoacidosis (DKA), clinicians continue to lack clinic-ready models to predict dangerous and costly episodes of DKA. We asked whether we could apply deep learning, specifically the use of a long short-term memory (LSTM) model, to accurately predict the 180-day risk of DKA-related hospitalization for youth with type 1 diabetes (T1D).

OBJECTIVE: We aimed to describe the development of an LSTM model to predict the 180-day risk of DKA-related hospitalization for youth with T1D.

METHODS: We used 17 consecutive calendar quarters of clinical data (January 10, 2016, to March 18, …

Hyperinsulinemic Hypoglycemia And Growth Hormone Deficiency Secondary To 20p11 Deletion., Erica Wee, John Herriges, Kavitha Dileepan, Sarah Tsai, Joseph Alaimo, Emily Paprocki

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Hypoglycemia is concerning for neurological complications in infants and children. Determining the cause of hypoglycemia is essential in providing appropriate treatment. Hyperinsulinism and growth hormone deficiency are known causes of hypoglycemia but are not commonly found together. We report a 4-month-old boy who presented with severe hypoglycemia and was found to have both hyperinsulinism and growth hormone deficiency. Treatment with both recombinant human growth hormone and diazoxide led to blood glucose normalization. Subsequently, he was found to have a genetic diagnosis of 20p11.22p11.21 deletion. 20p11 deletions have been associated with hypopituitarism, most commonly seen in growth hormone deficiency causing hypoglycemia. …

Impact Of Diabetes Status And Related Factors On Covid-19-Associated Hospitalization: A Nationwide Retrospective Cohort Study Of 116,370 Adults With Sars-Cov-2 Infection., Erin M. Tallon, Osagie Ebekozien, Janine Sanchez, Vincent S. Staggs, Diana Ferro, Ryan Mcdonough, Carla Demeterco-Berggren, Sarit Polsky, Patricia Gomez, Neha Patel, Priya Prahalad, Ori Odugbesan, Priyanka Mathias, Joyce M. Lee, Chelsey Smith, Chi-Ren Shyu, Mark A. Clements

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Aims: We examined diabetes status (no diabetes; type 1 diabetes [T1D]; type 2 diabetes [T2D]) and other demographic and clinical factors as correlates of coronavirus disease 2019 (COVID-19)-related hospitalization. Further, we evaluated predictors of COVID-19-related hospitalization in T1D and T2D.

Methods: We analyzed electronic health record data from the de-identified COVID-19 database (December 2019 through mid-September 2020; 87 US health systems). Logistic mixed models were used to examine predictors of hospitalization at index encounters associated with confirmed SARS-CoV-2 infection.

Results: In 116,370 adults ( >=18 years old) with COVID-19 (93,098 no diabetes; 802 T1D; 22,470 T2D), factors that independently increased …

Challenges Of Diagnosing Pseudohypoaldosteronism (Pha) In An Infant., Ghufran Babar, Minah Tariq

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Background. Pseudohypoaldosteronism (PHA) is characterized by renal tubular resistance to aldosterone. As a result, the symptoms typically involve hyperkalemia and hyponatremia. The aim of this clinical case report is to highlight the severe electrolyte imbalance PHA can present within an infant, as well as difficulties in diagnosing the condition. Case Presentation. A 5-week-old male arrived at the ER with episodes of emesis, lethargy, and difficulty in feeding. He had significant electrolyte abnormalities and was being treated by his PCP for failure to thrive. He presented with urinary sodium wasting, indicated by hyponatremia, hyperkalemia, low chloride, and hypercalcemia. Patient …

Pediatric Growth Patterns In Youth-Onset Type 2 Diabetes Mellitus: Implications For Physiologically-Based Pharmacokinetic Models., Chelsea M. Hosey, Kelsee Halpin, Valentina Shakhnovich, Chengpeng Bi, Brooke Sweeney, Yun Yan, J Steven Leeder

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An accurate understanding of the changes in height and weight of children with age is critical to the development of models predicting drug concentrations in children (i.e., physiologically-based pharmacokinetic models). However, curves describing the growth of a typical population of children may not accurately characterize growth of children with various conditions, such as obesity. Therefore, to develop height and weight versus age growth curves for youth who were diagnosed with type 2 diabetes, we extracted data from electronic medical records. Robust nonlinear models were parameterized to the equations describing height and weight versus age as defined by the Centers for …

Contrast Pattern Mining With The T1d Exchange Clinic Registry Reveals Complex Phenotypic Factors And Comorbidity Patterns Associated With Familial Versus Sporadic Type 1 Diabetes., Erin M. Tallon, Maria J. Redondo, Chi-Ren Shyu, Danlu Liu, Katrina Boles, Mark A. Clements

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No abstract provided.

Attenuation Of Autoimmune Phenomena In A Patient With Autoimmune Polyglandular Syndrome Type 1., Jill Jacobson, Julia Broussard, Courtney Marsh, Brandon D. Newell

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Autoimmune polyglandular syndrome type 1 (APS1) is a progressive life-threatening illness with no known cure. Current treatments involve replacement of the hormone deficiencies that result from autoimmune destruction of multiple endocrine organs. We report on a girl whose disease was progressing rapidly until she began on immunosuppressive agents. A healthy 6-year-old girl with no remarkable medical history presented with new onset hypocalcemic seizures and primary hypoparathyroidism. Howell-Jolly bodies consistent with autoimmune hyposplenism were also noted. Genetic testing revealed compound heterozygosity for 2 disease-associated variants in the autoimmune regulator (AIRE) gene. She later developed elevated liver enzymes, primary adrenal insufficiency, and …

Longitudinal Associations Between Family Conflict, Parent Engagement, And Metabolic Control In Children With Recent-Onset Type 1 Diabetes., Hannah Case, David D. Williams, Shideh Majidi, Diana Ferro, Mark A. Clements, Susana R. Patton

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Introduction: We prospectively investigated the associations between diabetes-related family conflict, parent engagement in child type 1 diabetes (T1D) care, and child glycated hemoglobin (HbA1c) in 127 families of school-age children who we recruited within the first year of their T1D diagnosis.

Research design and methods: Parents completed the Diabetes Family Conflict Scale-Revised (DFCS-R) to assess for diabetes-related family conflict and the Diabetes Self-Management Questionnaire-Brief (DSMQ-Brief) to assess parent engagement in child T1D care at the initial study visit (T1) and at 12 (T2) and 27 (T3) months later. We also collected child HbA1c at these time points. Our analyses included …

Sirolimus Therapy And Follow-Up In A Patient With Severe Congenital Hyperinsulinism Following Subtotal Pancreatectomy, Qiong Chen, Yongxing Chen, Xiaohong Wang, Haihua Yang, Yingxian Zhang, Xiaojing Liu, Yun Yan, Haiyan Wei

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Congenital hyperinsulinism (CHI) is the most common cause of severe, persistent hypoglycemia in neonates and infants. If the patient does not respond to medical treatment the currently available treatment is subtotal pancreatectomy, but some patients still experience severe hypoglycemia after surgery. Sirolimus, a mammalian target of rapamycin inhibitor has recently been reported to be effective in the treatment of insulinoma and CHI patients. Here we report a patient with CHI who had prolonged hypoglycemia after subtotal pancreatectomy. The patient had a heterozygous mutation in ABCC8 but was unresponsive to an optimal dose of diazoxide (15 mg/ kg/day) and octreotide (30 …

Thyrotoxic Periodic Paralysis In An Adolescent Male: A Case Report And Literature Review., Luke He, Veronica Lawrence, Wayne V. Moore, Yun Yan

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Thyrotoxic periodic paralysis (TPP) is rarely seen in children and adolescents. Clinical manifestations in children and adolescents may vary. It is important for clinicians to be aware of this rare and life-threatening condition.

Recent Advances Of Integrative Bio-Omics Technologies To Improve Type 1 Diabetes (T1d) Care, Nisha Karwal, Megan Rodrigues, David D. Williams, Ryan Mcdonough, Diana Ferro

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Type 1 diabetes (T1D) is a complex autoimmune disease that currently cannot be cured, only managed. Optimal treatment the of T1D symptoms, requires a multidisciplinary care team, including endocrinologists, educators, primary care providers, health care specialists, genetic counselors, and data scientists. This review summarizes how an integrative approach to T1D drives innovation and quality improvements in health care. Specifically, we highlight how “-omics” technologies facilitate the understanding of different aspects of the disease, including prevention, pathogenesis, diagnostics, and treatment. Furthermore, we explore how biological data can be combined with personal and electronic health records to tailor medical interventions to the …

Delayed Diagnosis Of Congenital Hypothyroidism In A Child With Trisomy 21 And Biotinidase Deficiency And Successful Use Of Levothyroxine Sodium Oral Solution., Matthew M. Feldt

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Endocrine disorders are more common and appear earlier in people with trisomy 21 (T21) than in the general population, with thyroid dysfunction being the most common, including both congenital and acquired hypothyroidism. The treatment for biotinidase deficiency, a condition that occurs in approximately 1 : 110,000 people, is with biotin (vitamin B7) supplementation. However, biotin can interfere with endocrine laboratory assays and cause falsely low thyroid-stimulating hormone (TSH) and elevated free thyroxine (FT4) levels. This can interfere with the timely diagnosis and subsequent treatment of congenital hypothyroidism (CH). This case report describes an infant with partial biotinidase deficiency that was …

Treatment-Induced Neuropathy Of Diabetes In Youth: Case Series Of A Heterogeneous And Challenging Complication., Eirene G. Alexandrou, Sarah D. Corathers, Amit Lahoti, Jacob M. Redel, Siobhan Tellez, Nana-Hawa Yayah Jones, Ahlee Kim

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Treatment-induced neuropathy of diabetes (TIND) is a small fiber neuropathy precipitated by rapid correction of hyperglycemia. Literature on TIND in pediatric diabetes is scarce. We present 7 cases of TIND in children and young adults, increasing awareness of this condition in pediatric diabetes and broadening the scope of published knowledge.

Reducing Emotional Distress For Childhood Hypoglycemia In Parents (Redchip): Protocol For A Randomized Clinical Trial To Test A Video-Based Telehealth Intervention., Susana R. Patton, Andrew Mcconville, Arwen M. Marker, Alexandra D. Monzon, Kimberly A A. Driscoll, Mark A. Clements

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BACKGROUND: Despite the introduction of new insulin analogs, insulin pumps, and continuous glucose monitoring (CGM), young children with type 1 diabetes mellitus (T1D) remain vulnerable to episodes of hypoglycemia because of their unpredictable eating and activity patterns and high degree of insulin sensitivity. Caregivers and young children living with T1D learn to fear hypoglycemia because it is uncomfortable, unpredictable, and dangerous. Up to 60% of caregivers of young children with T1D report moderate to severe levels of fear of hypoglycemia, and caregiver fear of hypoglycemia relates to lower quality of life for families and suboptimal child glycemic control. Yet, until …

Igf1r Immunohistochemistry In Ewing's Sarcoma As Predictor Of Response To Targeted Therapy., Elizabeth Gonzalez, Marilyn Bui, Atif Ahmed

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Objectives: Ewing's sarcoma is an aggressive malignancy of bone and soft tissue in children and young adults. Despite advances in modern therapy, metastasis can occur and results in high mortality. The objective of this study was to identify whether the signaling transduction proteins, insulin growth factor receptor (IGF1R) and S6 kinase (S6K), can predict poor prognosis in Ewing's sarcoma.

Methods: After the Institutional Research Board approval, immunohistochemical experiments on tissue microarray slides containing 32 archived Ewing's sarcoma tumor samples were performed with antibodies against IGF1Rb and p-S6K. Immunohistochemical staining results were correlated with patients' clinical data including clinical stage and …

Mealtime Insulin Bolus Score Increases Prior To Clinic Visits In Youth With Type 1 Diabetes., Andrew Mcconville, Amy E. Noser, Mark A. Clements, Susana R. Patton

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INTRODUCTION: Multiple studies confirm the occurrence of 'white coat adherence' (WCA), a term describing an increase in engagement with self-care tasks just prior to a scheduled clinic appointment, across cohorts with multiple chronic conditions. In youth with type 1 diabetes (T1D), research also shows an increase in self-monitoring blood glucose frequency ahead of youths' clinic visits. While studies show preliminary evidence for the occurrence of WCA in youth with T1D, no study has examined the effect of WCA and mealtime insulin dosing behaviors in youth with T1D. The frequency of mealtime insulin bolusing score (BOLUS) is an objective measure of …

Poorly Controlled Diabetes Mellitus Alters Placental Structure, Efficiency, And Plasticity., Jackson Nteeba, Kaela M. Varberg, Regan L. Scott, Mikaela E. Simon, Khursheed Iqbal, Michael J. Soares

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INTRODUCTION: The hemochorial placenta provides a critical barrier at the maternal-fetal interface to modulate maternal immune tolerance and enable gas and nutrient exchange between mother and conceptus. Pregnancy outcomes are adversely affected by diabetes mellitus; however, the effects of poorly controlled diabetes on placental formation, and subsequently fetal development, are not fully understood.

RESEARCH DESIGN AND METHODS: Streptozotocin was used to induce hyperglycemia in pregnant rats for the purpose of investigating the impact of poorly controlled diabetes on placental formation and fetal development. The experimental paradigm of hypoxia exposure in the pregnant rat was also used to assess properties of …

An Adolescent Female With Bipolar Disorder Presenting With Lithium-Induced Hyperthyroidism., Pratibha Rana, Patria Alba Aponte, Ghufran Babar

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Lithium therapy has been associated with several endocrine disorders including thyroid dysfunction, diabetes insipidus, and hyperparathyroidism. While its suppressive effect on thyroid function is well known, it is very rare to observe lithium-induced hyperthyroidism especially in the pediatric population. Here, we describe a case of lithium-induced hyperthyroidism in an adolescent female with bipolar disorder. The patient is a 17-year-old female who was treated with lithium for bipolar disorder and presented with symptoms and laboratory findings consistent with hyperthyroidism. Since thyroid autoantibodies were negative, thyroid dysfunction was attributed to lithium toxicity. Indeed, her clinical and biochemical hyperthyroid state resolved after stopping …

Elevated Glucose Acts Directly On Osteocytes To Increase Sclerostin Expression In Diabetes, Donna M. Pacicca, Tammy Brown, Dara Watkins, Karen Kover, Yun Yan, Matthew Prideaux, Lynda Bonewald

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© 2019, The Author(s).

Bone quality in diabetic patients is compromised, leading to weaker bones and increased fracture risk. However, the mechanism by which this occurs in diabetic bone remains to be fully elucidated. We hypothesized that elevated glucose and glucose variation would affect the function of osteocytes, essential regulators of bone homeostasis and quality. To first test this hypothesis, we used the IDG-SW3 osteocyte-like cell line to examine the effects of glucose levels on osteocyte function and viability in vitro. We confirmed our in vitro findings using the in vivo streptozotocin-induced (STZ) diabetic rat model and ex-vivo cultured osteocytes …

Adapting The Diabetes Prevention Program For Low And Middle-Income Countries: Protocol For A Cluster Randomised Trial To Evaluate 'Lifestyle Africa'., Delwyn Catley, Thandi Puoane, Lungiswa Tsolekile, Ken Resnicow, Kandace Fleming, Emily A. Hurley, Joshua M. Smyth, Mara Z. Vitolins, Estelle V. Lambert, Naomi Levitt, Kathy Goggin

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Introduction: Low and middle-income countries like South Africa are experiencing major increases in burden of non-communicable diseases such as diabetes and cardiovascular conditions. However, evidence-based interventions to address behavioural factors related to these diseases are lacking. Our study aims to adapt the CDC's National Diabetes Prevention Program (DPP) within the context of an under-resourced urban community in Cape Town, South Africa.

Methods/analysis: The new intervention (Lifestyle Africa) consists of 17 weekly sessions delivered by trained community health workers (CHWs). In addition to educational and cultural adaptations of DPP content, the programme adds novel components of text messaging and …

Gnrh Agonist Improves Hyperandrogenism In An Adolescent Girl With An Insulin Receptor Gene Mutation., Emily Paprocki, Romina Barral, Heidi Vanden Brink, Marla Lujan, Tania S. Burgert

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Type A insulin resistance (IR) is caused by heterozygous mutations in the insulin receptor gene. It presents with mild acanthosis nigricans, severe IR, and hyperandrogenism in the absence of obesity or lipodystrophy. Treatment aims to improve insulin sensitivity and decrease androgens. An adolescent girl was evaluated for secondary amenorrhea and prominent hirsutism. She had a normal body mass index, and laboratory testing revealed an elevated LH to FSH ratio (LH 11.6 mIU/mL, FSH 4.2 mIU/mL), testosterone 96 ng/dL (reference range/dL), free testosterone 2.21 ng/dL (reference rangeA(pGly1032Asp)]. After standard treatment of hirsutism and hyperinsulinism failed, a trial of GnRH agonist therapy …

A New Paediatric Diabetes Knowledge Test - M-Wikad Development And Factor Analysis., Sarah Tsai, Susana Patton, Stephen Delurgio, David D. Williams, Kavitha Dileepan, Alexander Karmazin, Melinda Storm, Mark A. Clements

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Purpose: The purpose of this study was to develop a measure of type 1 diabetes mellitus (T1DM) knowledge that is aimed at youth and is based on contemporary management standards. Methods: An 88-item test was derived from the American Association of Diabetes Educators 7 Self-Care Behaviors. Results: A multidisciplinary team selected the best 49 items which were piloted in a sample of 119 youths (59 males, aged 12-18, having a mean ± standard deviation glycated haemoglobin (A1C) of 9.9%±1.80 (84.7±19.7 mmol/mol). A minimum absolute point-biserial correlation coefficient of 0.250 was used to choose 49 items from the original 88 questions. …

A Time-Friendly, Feasible Measure Of Nutrition Knowledge In Type 1 Diabetes: The Electronic Nutrition And Carbohydrate Counting Quiz (Encq)., Arwen M. Marker, Amy E. Noser, Nicole Knecht, Mark A. Clements, Susana R. Patton

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BACKGROUND: Greater knowledge about nutrition and carbohydrate counting are associated with improved glycemic control and quality of life in youth with type 1 diabetes (T1D). However, limited assessments of nutrition and carbohydrate knowledge have been developed, and existing measures can be time-consuming, overly broad, or not conducive to routine clinical use. To fill this gap, we developed and examined the feasibility of administering the electronic Nutrition and Carbohydrate Counting Quiz (eNCQ).

METHOD: Ninety-two caregivers and 70 youth with T1D (mean age 12.5 years; mean time since diagnosis 5 years; English speaking) completed the 19-item eNCQ via tablet during a routine …

Insulin Pump Adherence Behaviors Do Not Correlate With Glycemic Variability Among Youth With Type 1 Diabetes (T1d)., Emily Paprocki, Vincent S. Staggs, Susan Patton, Mark A. Clements

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No abstract provided.

Accuracy Of Wrist-Worn Activity Monitors During Common Daily Physical Activities And Types Of Structured Exercise: Evaluation Study., Ravi Kondama Reddy, Rubin Pooni, Dessi P. Zaharieva, Brian Senf, Joseph El Youssef, Eyal Dassau, Francis J. Doyle Iii, Mark A. Clements, Michael R. Rickels, Susana R. Patton, Jessica R. Castle, Michael C. Riddell, Peter G. Jacobs

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BACKGROUND: Wrist-worn activity monitors are often used to monitor heart rate (HR) and energy expenditure (EE) in a variety of settings including more recently in medical applications. The use of real-time physiological signals to inform medical systems including drug delivery systems and decision support systems will depend on the accuracy of the signals being measured, including accuracy of HR and EE. Prior studies assessed accuracy of wearables only during steady-state aerobic exercise.

OBJECTIVE: The objective of this study was to validate the accuracy of both HR and EE for 2 common wrist-worn devices during a variety of dynamic activities that …