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O'Daffer A, Yi-Frazier JP, Roberts AJ, Lowry SJ, Pihoker C, Hirsch IB, Weaver KW, Zenno A, Malik FS. The association of resilience with HbA1c and key psychosocial factors in emerging adults with type 1 diabetes. J Pediatr Psychol 2024:jsae085. [PMID: 39394732 DOI: 10.1093/jpepsy/jsae085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 09/24/2024] [Accepted: 09/25/2024] [Indexed: 10/14/2024] Open
Abstract
OBJECTIVE Emerging adults (EAs) with type 1 diabetes (T1D) have difficulty meeting glycemic targets and have a high prevalence of mental health comorbidities. Resilience, the ability to harness resources needed to sustain one's emotional and physical well-being, may be a key factor impacting poor mental health and glycemic outcomes. We aimed to (a) evaluate the association between resilience, HbA1c, and key psychosocial factors and (b) explore whether resilience moderates the relationship between psychosocial factors (depression, diabetes-related distress, anxiety) and HbA1c in EAs with T1D. METHOD EAs with T1D (N = 233) (mean age = 19.9 years (SD = 1.6), range 16.8-24.7) seen at an EA-specific diabetes clinic completed resilience, diabetes-related distress, depression, and anxiety measures and had their HbA1c level evaluated. We used linear regression models and conducted moderation analyses for the resilience factor. RESULTS Resilience was strongly associated with HbA1c, depression, diabetes-related distress, and anxiety in EAs with T1D. We did not find evidence that resilience moderates the relationship between depression, anxiety, or diabetes-related distress and HbA1c. CONCLUSIONS This study found that resilience is a highly relevant psychological factor associated with HbA1c and a key mental health factor for EAs with T1D. Novel interventions are needed to ameliorate high diabetes-related distress and HbA1c, and bolstering resilience may be one avenue to explore. Future research on resilience should longitudinally characterize and evaluate whether resilience may be a mechanism underlying the relationship between poor psychosocial outcomes and not meeting glycemic targets in EAs with T1D.
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Affiliation(s)
- Alison O'Daffer
- Joint Doctoral Program of Clinical Psychology, San Diego State University/University of California, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Joyce P Yi-Frazier
- Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA, United States
- Center for Clinical and Translational Research, Seattle Children's Research Institute, Seattle, WA, United States
| | - Alissa J Roberts
- Center for Clinical and Translational Research, Seattle Children's Research Institute, Seattle, WA, United States
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, United States
| | - Sarah J Lowry
- Biostatistics Epidemiology and Analytics for Research Core, Seattle Children's Research Institute, Seattle, WA, United States
| | - Catherine Pihoker
- Center for Clinical and Translational Research, Seattle Children's Research Institute, Seattle, WA, United States
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, United States
| | - Irl B Hirsch
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, United States
| | - Kathryn W Weaver
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, United States
| | - Anna Zenno
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, United States
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, United States
| | - Faisal S Malik
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, United States
- Center for Child Health, Behavior, and Development, Seattle Children's Research Institute, Seattle, WA, United States
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Watanabe M, Reynolds EL, Banerjee M, Charles M, Mizokami-Stout K, Albright D, Ang L, Lee JM, Pop-Busui R, Feldman EL, Callaghan BC. Bidirectional Associations Between Mental Health Disorders and Chronic Diabetic Complications in Individuals With Type 1 or Type 2 Diabetes. Diabetes Care 2024; 47:1638-1646. [PMID: 39008530 PMCID: PMC11362112 DOI: 10.2337/dc24-0818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Accepted: 06/15/2024] [Indexed: 07/17/2024]
Abstract
OBJECTIVE To determine bidirectional associations between the timing of chronic diabetes complications (CDCs) and mental health disorders (MHDs) in individuals with type 1 or type 2 diabetes. RESEARCH DESIGN AND METHODS We used a nationally representative health care claims database to identify matched individuals with type 1 or 2 diabetes or without diabetes using a propensity score quasirandomization technique stratified by age (0-19, 20-39, 40-59, and ≥60 years). CDCs and MHDs were identified using ICD-9/10 codes. We fit Cox proportional hazards models with time-varying diagnoses of CDCs or MHDs to investigate their association with the hazard of developing MHDs or CDCs, respectively. RESULTS From 2001 to 2018, a total of 553,552 individuals were included (44,735 with type 1 diabetes, 152,187 with type 2 diabetes, and 356,630 without diabetes). We found that having a CDC increased the hazard of developing an MHD (hazard ratio [HR] 1.9-2.9; P < 0.05, with higher HRs in older age strata), and having an MHD increased the hazard of developing a CDC (HR 1.4-2.5; P < 0.05, with the highest HR in age stratum 0-19 years). In those aged <60 years, individuals with type 1 diabetes were more likely to have CDCs, whereas individuals with type 2 diabetes were more likely to have MHDs. However, the relationship between CDCs and MHDs in either direction was not affected by diabetes type (P > 0.05 for interaction effects). CONCLUSIONS We found a consistent bidirectional association between CDCs and MHDs across the life span, highlighting the important relationship between CDCs and MHDs. Prevention and treatment of either comorbidity may help reduce the risk of developing the other.
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Affiliation(s)
- Maya Watanabe
- Department of Biostatistics, University of Michigan, Ann Arbor, MI
| | - Evan L. Reynolds
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI
| | - Mousumi Banerjee
- Department of Biostatistics, University of Michigan, Ann Arbor, MI
| | - Morten Charles
- Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Kara Mizokami-Stout
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Dana Albright
- Department of Health Services and Informatics Research, Parkview Health, Fort Wayne, IN
| | - Lynn Ang
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Joyce M. Lee
- Susan B. Meister Child Health Evaluation and Research Center, Division of Pediatric Endocrinology, Department of Pediatrics, University of Michigan, Ann Arbor, MI
| | - Rodica Pop-Busui
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Eva L. Feldman
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI
| | - Brian C. Callaghan
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI
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Roberts A, Corathers S, Rapaport R, Rompicherla S, Majidi S, Rioles N, Ebekozien O, Malik FS. Depression Rates in Youth With Type 1 Diabetes During the COVID-19 Pandemic: Data From the T1D Exchange Quality Improvement Collaborative. Clin Diabetes 2024; 42:532-539. [PMID: 39429445 PMCID: PMC11486847 DOI: 10.2337/cd24-0004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Abstract
This study used data from the T1D Exchange Quality Improvement Collaborative to compare depression rates in youth with type 1 diabetes before and during the coronavirus disease 2019 (COVID-19) pandemic and identify characteristics of individuals with moderate-to-severe depressive symptoms. Rates of moderate-to-severe depressive symptoms remained stable before and during the pandemic, at 9.6-10.7%. During the pandemic, youth who screened positive for depression were more likely to be female and on public insurance, to have a higher A1C, and to have a history of diabetic ketoacidosis or severe hypoglycemia. They were less likely to identify as non-Hispanic White and more likely to identify as Hispanic.
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Affiliation(s)
- Alissa Roberts
- University of Washington, Department of Pediatrics, Seattle, WA
| | - Sarah Corathers
- Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH
| | | | | | | | | | - Osagie Ebekozien
- T1D Exchange, Boston, MA
- University of Mississippi School of Population Health, Jackson, MS
| | - Faisal S. Malik
- University of Washington, Department of Pediatrics, Seattle, WA
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Dandamrongrak C, Rechenberg K, Granger J, Johnson A, Yan K, Kue J. The association between depressive symptoms and executive function in type 1 diabetes population: A scoping review. Prim Care Diabetes 2024; 18:299-307. [PMID: 38653620 DOI: 10.1016/j.pcd.2024.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 02/13/2024] [Accepted: 04/08/2024] [Indexed: 04/25/2024]
Abstract
PURPOSE The purpose of this study was to explore the existing literature on the relationship between depressive symptoms and executive function in patients with type 1 diabetes (T1DM) across the lifespan. METHODS The scoping review followed the PRISMA protocol by using three databases: PubMed, CINAHL, and PsycINFO on May 14, 2023. Primary research that included reported executive function and the association with depressive symptoms was included in the review. RESULTS Of 1470 de-duplicated publications identified, nine articles were included in the review. Five studies evaluated the T1DM population, while four studies evaluated T1DM and type 2 diabetes (T2DM) as an aggregate result. Three studies indicated an association between depressive symptoms and executive function in adults with T1DM, and four studies indicated an association between depressive symptoms and executive function in adults with either T1DM or T2DM. In general, participants who reported depressive symptoms also exhibited poor executive function. However, two studies did not find an association between depressive symptoms and executive function. CONCLUSION In summary, the seven studies in this review suggest that individuals with T1DM who report depressive symptoms are at a higher risk of poor executive function; a clear association between depressive symptoms and executive function in individuals with T1DM remains inconclusive. There is a need to explore this relationship in the future.
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Affiliation(s)
- Chawisa Dandamrongrak
- College of Nursing, University of South Florida, USA; Ramathibodi School of Nursing, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Thailand.
| | | | - Jumpee Granger
- Ramathibodi School of Nursing, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Thailand
| | | | - Kailei Yan
- College of Nursing, University of South Florida, USA
| | - Jennifer Kue
- College of Nursing, University of South Florida, USA
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Albright D, Wardell J, Harrison A, Mizokami-Stout K, Hirschfeld E, Garrity A, Thomas I, Lee J. Screening for diabetes distress and depression in routine clinical care for youth with type 1 diabetes. J Pediatr Psychol 2024; 49:356-364. [PMID: 38647266 PMCID: PMC11098041 DOI: 10.1093/jpepsy/jsae016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 02/22/2024] [Accepted: 02/22/2024] [Indexed: 04/25/2024] Open
Abstract
OBJECTIVE The purpose of this study is to examine diabetes distress as a potential mediator of the relationship between depression symptoms and diabetes outcomes, including hemoglobin A1c (hemoglobin A1c [HbA1c]) and diabetes management behaviors in a clinical sample of adolescents and young adults. METHODS In a pediatric diabetes clinic, 716 youth (ages 12-21 years) completed measures of diabetes distress (Problem Areas in Diabetes-Teen [PAID-T]), a single-item of diabetes distress, and depression (Patient Health Questionnaire [PHQ-9]) as part of standard care. Electronic health records were extracted for the "Six Habits" and glycemic management (HbA1c). RESULTS Overall, 3.6% (n = 26) of adolescents had clinically elevated diabetes distress and depression symptoms, 5.0% had diabetes distress alone, 8.7% had depression symptoms alone, and 82.7% had neither clinical elevation of diabetes distress nor depression symptoms. Results of mediation analysis demonstrated diabetes distress (both full and single-item measures) fully mediated the relationship between depression symptoms and HbA1c (p < .001). Also, mediation analysis results showcase incomplete mediation of the effect of the Six Habits score on HbA1c appears by PAID-T Diabetes Distress. CONCLUSIONS In a clinical sample of youth with type 1 diabetes, both depressive symptoms and diabetes distress are associated with HbA1c. Furthermore, diabetes distress fully mediates the relationship between depressive symptoms and HbA1c. As part of standard clinical care, the single-item screener for diabetes distress captured similar results as the full-scaled PAID-T. With limited clinical resources, providers may consider focusing assessment and interventions on the psychological factor of diabetes distress within the diabetes clinic to maximize the impact on glycemic control and consider the use of single-item screening to identify distress.
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Affiliation(s)
- Dana Albright
- Health Services and Informatics Research, Parkview Health, Fort Wayne, IN, United States
| | - Joseph Wardell
- Department of Pediatrics, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, MI, United States
| | - Annalise Harrison
- Health Services and Informatics Research, Parkview Health, Fort Wayne, IN, United States
| | - Kara Mizokami-Stout
- Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, MI, United States
- VA Ann Arbor Healthcare System, Ann Arbor, MI, United States
| | - Emily Hirschfeld
- Department of Pediatrics, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, MI, United States
| | - Ashley Garrity
- Department of Pediatrics, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, MI, United States
- Division of Pediatric Endocrinology, University of Michigan, Ann Arbor, MI, United States
| | - Inas Thomas
- Division of Pediatric Endocrinology, University of Michigan, Ann Arbor, MI, United States
| | - Joyce Lee
- Department of Pediatrics, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, MI, United States
- Division of Pediatric Endocrinology, University of Michigan, Ann Arbor, MI, United States
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Liu Z, Yue T, Zheng X, Luo S, Xu W, Yan J, Weng J, Yang D, Wang C. Microbial and metabolomic profiles of type 1 diabetes with depression: A case-control study. J Diabetes 2024; 16:e13542. [PMID: 38599848 PMCID: PMC11006619 DOI: 10.1111/1753-0407.13542] [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: 03/01/2023] [Revised: 12/17/2023] [Accepted: 01/31/2024] [Indexed: 04/12/2024] Open
Abstract
BACKGROUND Depression is the most common psychological disorder in patients with type 1 diabetes (T1D). However, the characteristics of microbiota and metabolites in these patients remain unclear. This study aimed to investigate microbial and metabolomic profiles and identify novel biomarkers for T1D with depression. METHODS A case-control study was conducted in a total of 37 T1D patients with depression (TD+), 35 T1D patients without depression (TD-), and 29 healthy controls (HCs). 16S rRNA gene sequencing and liquid chromatography-mass spectrometry (LC-MS) metabolomics analysis were conducted to investigate the characteristics of microbiota and metabolites. The association between altered microbiota and metabolites was explored by Spearman's rank correlation and visualized by a heatmap. The microbial signatures to discriminate TD+ from TD- were identified by a random forest (RF) classifying model. RESULTS In microbiota, 15 genera enriched in TD- and 2 genera enriched in TD+, and in metabolites, 14 differential metabolites (11 upregulated and 3 downregulated) in TD+ versus TD- were identified. Additionally, 5 genera (including Phascolarctobacterium, Butyricimonas, and Alistipes from altered microbiota) demonstrated good diagnostic power (area under the curve [AUC] = 0.73; 95% CI, 0.58-0.87). In the correlation analysis, Butyricimonas was negatively correlated with glutaric acid (r = -0.28, p = 0.015) and malondialdehyde (r = -0.30, p = 0.012). Both Phascolarctobacterium (r = 0.27, p = 0.022) and Alistipes (r = 0.31, p = 0.009) were positively correlated with allopregnanolone. CONCLUSIONS T1D patients with depression were characterized by unique profiles of gut microbiota and serum metabolites. Phascolarctobacterium, Butyricimonas, and Alistipes could predict the risk of T1D with depression. These findings provide further evidence that the microbiota-gut-brain axis is involved in T1D with depression.
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Affiliation(s)
- Ziyu Liu
- Department of Endocrinology and MetabolismThe Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Diabetes Prevention and Control Research Center, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
- Department of EndocrinologyThe Sixth Affiliated Hospital of Sun Yat‐sen UniversityGuangzhouChina
| | - Tong Yue
- Department of Endocrinology, Institute of Endocrine and Metabolic DiseasesThe First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Clinical Research Hospital of the Chinese Academy of Sciences (Hefei), University of Science and Technology of ChinaHefeiChina
| | - Xueying Zheng
- Department of Endocrinology, Institute of Endocrine and Metabolic DiseasesThe First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Clinical Research Hospital of the Chinese Academy of Sciences (Hefei), University of Science and Technology of ChinaHefeiChina
| | - Sihui Luo
- Department of Endocrinology, Institute of Endocrine and Metabolic DiseasesThe First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Clinical Research Hospital of the Chinese Academy of Sciences (Hefei), University of Science and Technology of ChinaHefeiChina
| | - Wen Xu
- Department of Endocrinology and MetabolismThe Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Diabetes Prevention and Control Research Center, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Jinhua Yan
- Department of Endocrinology and MetabolismThe Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Diabetes Prevention and Control Research Center, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Jianping Weng
- Department of Endocrinology and MetabolismThe Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Diabetes Prevention and Control Research Center, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
- Department of Endocrinology, Institute of Endocrine and Metabolic DiseasesThe First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Clinical Research Hospital of the Chinese Academy of Sciences (Hefei), University of Science and Technology of ChinaHefeiChina
| | - Daizhi Yang
- Department of Endocrinology and MetabolismThe Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Diabetes Prevention and Control Research Center, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
| | - Chaofan Wang
- Department of Endocrinology and MetabolismThe Third Affiliated Hospital of Sun Yat‐sen University, Guangdong Diabetes Prevention and Control Research Center, Guangdong Provincial Key Laboratory of DiabetologyGuangzhouChina
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Wu V, Choleva L, Wilkes M. Optimizing Glycemic Outcomes for Children with Type 1 Diabetes. Endocrinol Metab Clin North Am 2024; 53:27-38. [PMID: 38272596 DOI: 10.1016/j.ecl.2023.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
Changes in physical growth, neurocognitive development, and pubertal maturation are some of the challenges to achieving blood glucose targets in children with type 1 diabetes mellitus. To optimize glycemic outcomes, a comprehensive approach is crucial to address psychosocial needs, expand the use of diabetes technology, and diminish health inequities.
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Affiliation(s)
- Vickie Wu
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, The Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Box #1616, Annenberg Building, 4th Floor, New York, NY 10029, USA
| | - Lauryn Choleva
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, The Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Box #1616, Annenberg Building, 4th Floor, New York, NY 10029, USA
| | - Meredith Wilkes
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, The Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, Box #1616, Annenberg Building, 4th Floor, New York, NY 10029, USA.
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Ebekozien O, Mungmode A, Hardison H, Rapaport R. Improving Outcomes for People with Type 1 Diabetes Through Collaboration: Summary of Type 1 Diabetes Exchange Quality Improvement Collaborative Studies. Endocrinol Metab Clin North Am 2024; 53:1-16. [PMID: 38272589 DOI: 10.1016/j.ecl.2023.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
Type 1 diabetes (T1D) management has evolved over the last decade. Innovations and groundbreaking research have paved the way for improved outcomes for people with T1D. One of the major T1D focused research network that has supported real-world research studies in the United States is the T1D Exchange Quality Improvement Collaborative (T1DX-QI) Network.T1DX-QI is a large multicenter network of 55 T1D clinics that uses quality improvement, health equity framework, and population health principles to improve outcomes for people with T1D. This article summarizes insights from T1DX-QI clinical and population health improvement studies.
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Affiliation(s)
- Osagie Ebekozien
- T1D Exchange, Boston, MA, USA; University of Mississippi School of Population Health, Jackson, MS, USA.
| | | | | | - Robert Rapaport
- Department of Pediatrics at Icahn School of Medicine; Mount Sinai Kravis Children's Hospital, New York, NY, USA
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Reinauer C, Tittel SR, Müller-Stierlin A, Baumeister H, Warschburger P, Klauser K, Minden K, Staab D, Gohlke B, Horlebein B, Schwab KO, Meißner T, Holl RW. Outpatient screening for anxiety and depression symptoms in adolescents with type 1 diabetes - a cross-sectional survey. Child Adolesc Psychiatry Ment Health 2023; 17:142. [PMID: 38129890 PMCID: PMC10740232 DOI: 10.1186/s13034-023-00691-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 12/11/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND The daily demands of type 1 diabetes management may jeopardize adolescents' mental health. We aimed to assess anxiety and depression symptoms by broad-scale, tablet-based outpatient screening in adolescents with type 1 diabetes in Germany. METHODS Adolescent patients with type 1 diabetes mellitus (n = 2,394; mean age 15.4 y [SD 2.0]; 50.7% male) were screened for anxiety (GAD-7) and depression symptoms (PHQ-9) by self-report questionnaires and linked to clinical data from the DPV patient registry. Logistic regression was used to estimate the contribution of clinical parameters to positive screening results. RESULTS Altogether, 30.2% showed a positive screening (score ≥ 7 in either test), and 11.3% reported suicidal ideations or self-harm. Patients with anxiety and depression symptoms were older (15.7 y [CI 15.5-15.8] vs. 15.3 y [CI 15.2-15.4]; p < 0.0001), had higher HbA1c levels (7.9% [CI 7.8-8.0] (63 mmol/mol) vs. 7.5% [CI 7.4-7.5] (58 mmol/mol); p < 0.0001), and had higher hospitalization rates. Females (adjusted odds ratio (aOR) 2.66 [CI 2.21-3.19]; p < 0.0001), patients > 15 years (aOR 1.40 [1.16-1.68]; p < 0.001), who were overweight (aOR 1.40 [CI 1.14-1.71]; p = 0.001), with HbA1c > 9% (> 75 mmol/mol; aOR 2.58 [1.83-3.64]; each p < 0.0001), with a migration background (aOR 1.46 [CI 1.17-1.81]; p < 0.001), or smoking (aOR 2.72 [CI 1.41-5.23]; p = 0.003) had a higher risk. Regular exercise was a significant protective factor (aOR 0.65 [CI 0.51-0.82]; p < 0.001). Advanced diabetes technologies did not influence screening outcomes. CONCLUSIONS Electronic mental health screening was implemented in 42 centers in parallel, and outcomes showed an association with clinical parameters from sociodemographic, lifestyle, and diabetes-related data. It should be integrated into holistic patient counseling, enabling early recognition of mild mental health symptoms for preventive measures. Females were disproportionally adversely affected. The use of advanced diabetes technologies did not yet reduce the odds of anxiety and depression symptoms in this cross-sectional assessment.
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Affiliation(s)
- Christina Reinauer
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University, Moorenstr. 5, 40225, Düsseldorf, Germany.
| | - Sascha R Tittel
- Institute for Epidemiology and Medical Biometry, ZIBMT, Ulm University, 89081, Ulm, Germany
- German Center for Diabetes Research (DZD), 85764, Munich-Neuherberg, Germany
| | - Annabel Müller-Stierlin
- Department of Psychiatry and Psychotherapy II, Regional Hospital Günzburg, Ulm University, 89312, Günzburg, Germany
| | - Harald Baumeister
- Clinical Psychology and Psychotherapy, Ulm University, 89081, Ulm, Germany
| | - Petra Warschburger
- Department of Psychology, University of Potsdam, 14476, Potsdam, Germany
| | - Katharina Klauser
- Social Pediatric Center (SPZ), German Center for Pediatric and Adolescent Rheumatology, 82467, Garmisch-Partenkirchen, Germany
| | - Kirsten Minden
- Epidemiology Unit, German Rheumatism Research Center Berlin, a Leibniz Institute and Department of Pediatric Pneumology, Immunology and Intensive Care Medicine, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität Berlin and Berlin Institute of Health, 10117, Berlin, Germany
| | - Doris Staab
- Department of Pediatric Pneumology, Immunology and Intensive Care Medicine, CF Center Charité - Universitätsmedizin Berlin, 13353, Berlin, Germany
| | - Bettina Gohlke
- Pediatric Endocrinology Division, Children's Hospital, University of Bonn, 53127, Bonn, Germany
| | - Bettina Horlebein
- Buerger Hospital and Clementine Children Hospital, 60316, Frankfurt, Germany
| | - Karl Otfried Schwab
- Faculty of Medicine, Center for Pediatrics and Adolescent Medicine, Division of Pediatric Diabetes, Medical Center, University of Freiburg, 79110, Freiburg, Germany
| | - Thomas Meißner
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Reinhard W Holl
- Institute for Epidemiology and Medical Biometry, ZIBMT, Ulm University, 89081, Ulm, Germany
- German Center for Diabetes Research (DZD), 85764, Munich-Neuherberg, Germany
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Bruggeman BS, Walker AF, Peters AL, D’Avolio LW, Haller MJ. Blue Circle Health: A Novel Patient-Centered Model of Health Care Delivery for Low-Income Patients With Type 1 Diabetes. J Diabetes Sci Technol 2023; 17:925-934. [PMID: 36710449 PMCID: PMC10348005 DOI: 10.1177/19322968221149008] [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] [Indexed: 01/31/2023]
Abstract
Analog insulins, insulin pumps, and continuous glucose monitors (CGM) have revolutionized type 1 diabetes (T1D) treatment over the last 50 years. Nevertheless, less than 20% of patients in the United States reach guideline-based HbA1c targets. The dysfunctional delivery of U.S. health care has further worsened glycemic outcomes among structurally disadvantaged groups such as non-Hispanic Black and low-income populations. Administrative complexities resulting from mixed insurance coverage and delivery systems, incongruity between effective policies and reimbursement, structural racism, and implicit biases have led to high diabetes care-related costs, provider scarcity and burnout, and patient diabetes distress. The Extension for Community Healthcare Outcomes (ECHO) Diabetes tele-education outreach model was created to increase self-efficacy among primary care providers through a combination of weekly didactic sessions led by a team of diabetes experts and access to community-based peer coaches. As an evolution of ECHO Diabetes, Blue Circle Health has been established as a philanthropically funded health care delivery system, using a whole-person, individualized approach to T1D care for adults living in underserved communities. The program will provide direct-to-patient telehealth services, including diabetes education, management, and related psychological care regardless of ability to pay. Community-based diabetes support coaches will serve as the primary point of contact, or guide on the "Blue Circle Health Member Journey." Access to needed insulins, supplies, and CGMs will be provided at no cost to the individual. Through a continuous learning and improvement model, a person-centered, equitable, accessible, and effective health care delivery model will be built for people living with T1D.
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Affiliation(s)
| | - Ashby F. Walker
- College of Public Health & Health Professions, University of Florida, Gainesville, FL, USA
| | - Anne L. Peters
- Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA
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11
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Close J, Schmal S, Essick E, Scott DN, Shankar M. Specialized Instructional Support Personnel (SISP): A Promising Solution for North Carolina's Youth Mental Health Crisis. N C Med J 2023; 84:299-303. [PMID: 39312791 DOI: 10.18043/001c.87524] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
North Carolina is facing a youth mental health crisis and there is an urgent need for alternative solutions. School-based models of delivering mental health services are associated with higher utilization and higher satisfaction compared to community-based services. Specialized Instructional Support Personnel can identify and address unmet needs and reduce barriers in access to care.
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Affiliation(s)
- Jeylan Close
- National Clinician Scholars Program, Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine
- Child & Family Mental Health & Community Psychiatry Division, Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine
- Duke Margolis Center for Health Policy, Duke University School of Medicine
| | - Susanne Schmal
- NC Healthy Schools, North Carolina Department of Public Instruction
| | - Ellen Essick
- NC Healthy Schools, North Carolina Department of Public Instruction
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12
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Robinson DJ, Hanson K, Jain AB, Kichler JC, Mehta G, Melamed OC, Vallis M, Bajaj HS, Barnes T, Gilbert J, Honshorst K, Houlden R, Kim J, Lewis J, MacDonald B, MacKay D, Mansell K, Rabi D, Sherifali D, Senior P. Diabetes and Mental Health. Can J Diabetes 2023; 47:308-344. [PMID: 37321702 DOI: 10.1016/j.jcjd.2023.04.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
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13
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Lanzinger S, Zimmermann A, Ranjan AG, Gani O, Pons Perez S, Akesson K, Majidi S, Witsch M, Hofer S, Johnson S, Pilgaard KA, Kummernes SJ, Robinson H, Eeg-Olofsson K, Ebekozien O, Holl RW, Svensson J, Skrivarhaug T, Warner J, Craig ME, Maahs D. A collaborative comparison of international pediatric diabetes registries. Pediatr Diabetes 2022; 23:627-640. [PMID: 35561091 DOI: 10.1111/pedi.13362] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 03/24/2022] [Accepted: 05/04/2022] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND An estimated 1.1 million children and adolescents aged under 20 years have type 1 diabetes worldwide. Principal investigators from seven well-established longitudinal pediatric diabetes registries and the SWEET initiative have come together to provide an international collaborative perspective and comparison of the registries. WORK FLOW Information and data including registry characteristics, pediatric participant clinical characteristics, data availability and data completeness from the Australasian Diabetes Data Network (ADDN), Danish Registry of Childhood and Adolescent Diabetes (DanDiabKids), Diabetes prospective follow-up registry (DPV), Norwegian Childhood Diabetes Registry (NCDR), National Paediatric Diabetes Audit (NPDA), Swedish Childhood Diabetes Registry (Swediabkids), T1D Exchange Quality Improvement Collaborative (T1DX-QI), and the SWEET initiative was extracted up until 31 December 2020. REGISTRY OBJECTIVES AND OUTCOMES The seven diabetes registries and the SWEET initiative collectively show data of more than 900 centers and around 100,000 pediatric patients, the majority with type 1 diabetes. All share the common objectives of monitoring treatment and longitudinal outcomes, promoting quality improvement and equality in diabetes care and enabling clinical research. All generate regular benchmark reports. Main differences were observed in the definition of the pediatric population, the inclusion of adults, documentation of CGM metrics and collection of raw data files as well as linkage to other data sources. The open benchmarking and access to regularly updated data may prove to be the most important contribution from registries. This study describes aspects of the registries to enable future collaborations and to encourage the development of new registries where they do not exist.
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Affiliation(s)
- Stefanie Lanzinger
- Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Germany.,German Centre for Diabetes Research (DZD), München-Neuherberg, Germany
| | | | - Ajenthen G Ranjan
- Steno Diabetes Center Copenhagen, Gentofte, Denmark.,Danish Diabetes Academy, Odense, Denmark
| | - Osman Gani
- NORMENT, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | | | - Karin Akesson
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Department of Pediatrics, Ryhov County Hospital, Jönköping, Sweden
| | - Shideh Majidi
- University of Colorado, Barbara Davis Center, Aurora, Colorado, USA
| | - Michael Witsch
- Department of Pediatrics DECCP, Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg
| | - Sabine Hofer
- Department of Pediatrics I, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Kasper A Pilgaard
- Department of Pediatrics and Adolescents, Copenhagen University Hospital, Herlev and Gentofte, Herlev, Denmark.,Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Siv Janne Kummernes
- NORMENT, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Holly Robinson
- Royal College of Paediatrics and Child Health, London, UK
| | - Katarina Eeg-Olofsson
- Swedish National Diabetes Register, Centre of Registers, Gothenburg, Sweden.,Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Osagie Ebekozien
- T1D Exchange, Boston, Massachusetts, USA.,University of Mississippi School of Population Health, Jackson, Mississippi, USA
| | - Reinhard W Holl
- Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Germany.,German Centre for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Jannet Svensson
- Department of Pediatrics and Adolescents, Copenhagen University Hospital, Herlev and Gentofte, Herlev, Denmark.,Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Torild Skrivarhaug
- Division of Pediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | | | - Maria E Craig
- Charles Perkins Centre Westmead, University of Sydney, Australia.,The Children's Hospital at Westmead, Westmead, New South Wales, Australia.,University of NSW, Sydney, New South Wales, Australia
| | - David Maahs
- Division of Endocrinology, Department of Pediatrics, Stanford University, School of Medicine, Stanford, California, USA.,Stanford Diabetes Research Center, Stanford, California, USA
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14
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Marks BE, Mungmode A, Neyman A, Levin L, Rioles N, Eng D, Lee JM, Basina M, Hawah-Jones N, Mann E, O’Malley G, Wilkes M, Steenkamp D, Aleppo G, Accacha S, Ebekozien O. Baseline Quality Improvement Capacity of 33 Endocrinology Centers Participating in the T1D Exchange Quality Improvement Collaborative. Clin Diabetes 2022; 41:35-44. [PMID: 36714248 PMCID: PMC9845085 DOI: 10.2337/cd22-0071] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
This article describes the evolution of the Type 1 Diabetes Exchange Quality Improvement Collaborative (T1DX-QI) and provides insight into the development and growth of a successful type 1 diabetes quality improvement (QI) program. Since its inception 8 years ago, the collaborative has expanded to include centers across the United States with varying levels of QI experience, while simultaneously achieving many tangible improvements in type 1 diabetes care. These successes underscore the importance of learning health systems, data-sharing, benchmarking, and peer collaboration as drivers for continuous QI. Future efforts will include recruiting additional small- to medium-sized centers focused on adult care and underserved communities to further the goal of improving care and outcomes for all people living with type 1 diabetes.
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Affiliation(s)
- Brynn E. Marks
- Children’s National Hospital, Washington, DC
- Children’s Hospital of Philadelphia, Philadelphia, PA
- Corresponding author: Brynn E. Marks,
| | | | - Anna Neyman
- Riley Children’s Hospital, Indiana University School of Medicine, Indianapolis, IN
| | - Laura Levin
- Ann and Robert H. Lurie Children Hospital, Chicago, IL
| | | | - Donna Eng
- Helen DeVos Children’s Hospital, Grand Rapids, MI
| | - Joyce M. Lee
- C.S. Mott Children’s Hospital, University of Michigan, Ann Arbor, MI
| | | | | | - Elizabeth Mann
- UW Health Kids, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | | | | | | | | | | | - Osagie Ebekozien
- T1D Exchange, Boston, MA
- University of Mississippi School of Population Health, Jackson, MS
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15
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Akturk HK, Rompicherla S, Rioles N, Desimone M, Weinstock RS, Haw SJ, Ziemer DC, Dickinson JK, Agarwal S, Ebekozien O, Polsky S. Factors Associated With Improved A1C Among Adults With Type 1 Diabetes in the United States. Clin Diabetes 2022; 41:76-80. [PMID: 36714244 PMCID: PMC9845074 DOI: 10.2337/cd22-0067] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Many adults with diabetes do not reach optimal glycemic targets, and, despite advances in diabetes management, diabetes technology use remains significantly lower in racial/ethnic minority groups. This study aimed to identify factors associated with achieving the recommended A1C target of <7% using data on 12,035 adults with type 1 diabetes from 15 centers participating in the T1D Exchange Quality Improvement Collaborative. Individuals attaining the target A1C were more likely to be older, White, have private health insurance, and use diabetes technology and less likely to report depressive symptoms or episodes of severe hypoglycemia or diabetic ketoacidosis than those with higher A1C levels. These findings highlight the importance of overcoming inequities in diabetes care.
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Affiliation(s)
- Halis K. Akturk
- Barbara Davis Center, Denver, CO
- Corresponding author: Halis K. Akturk,
| | | | | | | | | | | | | | | | - Shivani Agarwal
- Albert Einstein College of Medicine–Montefiore Medical Center, Bronx, NY
| | - Osagie Ebekozien
- T1D Exchange, Boston, MA
- University of Mississippi School of Population Health, Jackson, MI
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16
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Maffeis C, Rabbone I. Insulin Glargine 300 U/mL Therapy in Children and Adolescents with Type 1 Diabetes. Paediatr Drugs 2022; 24:499-512. [PMID: 35881330 PMCID: PMC9439977 DOI: 10.1007/s40272-022-00520-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/14/2022] [Indexed: 11/14/2022]
Abstract
The pharmacokinetic and pharmacodynamic properties of the second-generation basal insulin glargine 300 Units/mL (Gla-300) may be of benefit in the treatment of type 1 diabetes mellitus (T1DM). Gla-300 provides a stable and sustained time-action profile, which is associated with glycaemic control and flexible dosing schedule. This review summarises the available evidence on the safety and efficacy of Gla-300 in children and adolescents with T1DM. Gla-300 is as effective as the first-generation basal insulin glargine 100 Units/mL (Gla-100), a standard of care for patients with diabetes in reducing HbA1c, and shows a lower risk of severe hypoglycaemia and hyperglycaemia in children and adolescents with T1DM. However, Gla-300 and Gla-100 are not bioequivalent and are not directly interchangeable. Real-world studies on patients aged 6-17 years are limited. To date, only one small study assessed the effectiveness and safety of Gla-300 versus Gla-100 in newly diagnosed T1DM paediatric patients, confirming the treatment safety and effectiveness of Gla-300 in clinical practice. Gla-300 is a longer-acting basal insulin alternative in the management of children (aged ≥ 6 years) and adolescents with T1DM.
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Affiliation(s)
- Claudio Maffeis
- Section of Pediatric Diabetes and Metabolism, Department of Surgery, Dentistry, Pediatrics, and Gynecology, University of Verona, Verona, Italy.
| | - Ivana Rabbone
- grid.16563.370000000121663741Division of Paediatrics, Department of Health Sciences, University of Piemonte Orientale, Novara, Italy
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