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Barnard-Kelly K, Gonder-Frederick L, Weissberg-Benchell J, Wisk LE. Psychosocial Aspects of Diabetes Technologies: Commentary on the Current Status of the Evidence and Suggestions for Future Directions. J Diabetes Sci Technol 2024:19322968241276550. [PMID: 39431295 DOI: 10.1177/19322968241276550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Abstract
Diabetes technologies, including continuous glucose monitors, insulin pumps, and automated insulin delivery systems offer the possibility of improving glycemic outcomes, including reduced hemoglobin A1c, increased time in range, and reduced hypoglycemia. Given the rapid expansion in the use of diabetes technology over the past few years, and touted promise of these devices for improving both clinical and psychosocial outcomes, it is critically important to understand issues in technology adoption, equity in access, maintaining long-term usage, opportunities for expanded device benefit, and limitations of the existing evidence base. We provide a brief overview of the status of the literature-with a focus on psychosocial outcomes-and provide recommendations for future work and considerations in clinical applications. Despite the wealth of the existing literature exploring psychosocial outcomes, there is substantial room to expand our current knowledge base to more comprehensively address reasons for differential effects, with increased attention to issues of health equity and data harmonization around patient-reported outcomes.
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Affiliation(s)
| | - Linda Gonder-Frederick
- Department of Psychiatry and Neurobehavioral Sciences, School of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Jill Weissberg-Benchell
- Pritzker Department of Psychiatry and Behavioral Health, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Northwestern University Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Lauren E Wisk
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Health Policy and Management, UCLA Fielding School of Public Health, Los Angeles, California, USA
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O'Connell MA, Northam EA, Brown A, Papoutsis J, Schuster T, Skinner T, Jenkins AJ, Ambler GR, Cameron FJ. Does insulin pump therapy offer benefits for behaviour, mood, cognition and HbA1c in children and adolescents with type 1 diabetes? A randomised controlled trial with observational follow-up. Arch Dis Child 2024; 109:806-811. [PMID: 38237958 DOI: 10.1136/archdischild-2023-326007] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 12/13/2023] [Indexed: 09/27/2024]
Abstract
AIMS Improved behaviour, mood, cognition and HbA1c have been reported with short-term use of continuous subcutaneous insulin infusion (CSII) in youth with type 1 diabetes (T1D). We sought to re-examine these findings in a randomised controlled trial (RCT), with longitudinal follow-up. METHODS RCT of youth aged 7-15 years with T1D, at two tertiary paediatric centres. Participants were randomised to commence CSII or continue multiple daily injections (MDI). Behaviour, mood, cognition and HbA1c were assessed. Primary outcome was difference in parent-reported behaviour (BASC-2) at 4 months. After the 4-month RCT, MDI participants commenced CSII; outcomes were reassessed at +2 years. RESULTS Participating youth (n=101) were randomised to CSII (n=56) or MDI (n=45). Significant differences favouring CSII were found at 4 months in parent-reported behaviour problems (Cohen's d 0.41 (95% CI 0.004 to 0.795); p=0.048) and HbA1c (mean (95% CI) difference: 7 (2.3 to 11.7) mmol/mol (0.6% (0.2 to 1.0%); p=0.001)). Improvements from baseline were documented in mood and cognitive outcomes in both study groups over the 4-month RCT; however, no between-group differences were evident at 4 months. Sixteen of 76 (21%) participants completing assessments at +2 years had discontinued CSII. In n=60 still using CSII, measurements of behaviour, mood and HbA1c were comparable to baseline. CONCLUSIONS Parent-reported behaviour problems and HbA1c, but not mood or neurocognitive outcomes, were clinically significantly lower with CSII, relative to MDI, after 4 months. Observational follow-up indicated no impact of treatment modality at +2 years, relative to baseline levels. Taken together, these data indicate that use of CSII alone does not comprehensively benefit neuropsychological outcomes in childhood T1D.
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Affiliation(s)
- Michele A O'Connell
- Endocrinology and Diabetes, The Royal Children's Hospital Melbourne, Parkville, Victoria, Australia
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- The University of Melbourne, Melbourne, Victoria, Australia
| | | | - Amy Brown
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | | | - Tibor Schuster
- Department of Family Medicine, McGill University, Montreal, Quebec, Canada
| | - Timothy Skinner
- La Trobe University, Melbourne, Victoria, Australia
- Australian Centre for Behavioural Research in Diabetes, Deakin University, Geelong, Victoria, Australia
- Institute of Psychology, Copenhagen University, Copenhagen, Denmark
| | - Alicia J Jenkins
- Endocrinology and Diabetes, The Royal Children's Hospital Melbourne, Parkville, Victoria, Australia
- The University of Melbourne, Melbourne, Victoria, Australia
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
- The University of Sydney, Sydney, New South Wales, Australia
| | - Geoffrey R Ambler
- The University of Sydney, Sydney, New South Wales, Australia
- Institute of Endocrinology and Diabetes, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Fergus J Cameron
- Endocrinology and Diabetes, The Royal Children's Hospital Melbourne, Parkville, Victoria, Australia
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- The University of Melbourne, Melbourne, Victoria, Australia
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Waterman LA, Pyle L, Forlenza GP, Towers L, Karami AJ, Jost E, Berget C, Wadwa RP, Cobry EC. Accuracy of a Real-Time Continuous Glucose Monitor in Pediatric Diabetic Ketoacidosis Admissions. Diabetes Technol Ther 2024; 26:626-632. [PMID: 38441904 PMCID: PMC11535449 DOI: 10.1089/dia.2023.0542] [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: 03/22/2024]
Abstract
Objective: Continuous glucose monitoring (CGM) devices are integral in the outpatient care of people with type 1 diabetes, although they lack inpatient labeling. Food and Drug Administration began allowing inpatient use during the coronavirus disease 2019 (COVID-19) pandemic, with some accuracy data now available, primarily from adult hospitals. Pediatric inpatient data remain limited, particularly during diabetic ketoacidosis (DKA) admissions and for patients receiving intravenous (IV) insulin. Design and Methods: This retrospective chart review compared point-of-care glucose values to personal Dexcom G6 sensor data during pediatric hospitalizations. Accuracy was assessed using mean absolute relative difference (MARD), Clarke Error Grids, and the percentage of values within 15/20/30% if glucose value >100 mg/dL and 15/20/30 mg/dL if glucose value ≤100 mg/dL. Results: Matched paired glucose values (N = 612) from 36 patients (median age 14 years, 58.3% non-Hispanic White, 47.2% male) and 42 inpatient encounters were included in this subanalysis of DKA admissions. The MARDs for DKA and non-DKA admissions (N = 503) were 11.8% and 11.7%, with 97.6% and 98.6% of pairs falling within A and B zones of the Clarke Error Grid, respectively. Severe DKA admissions (pH <7.15 and/or bicarbonate <5 mmol/L) had a MARD of 8.9% compared to 14.3% for nonsevere DKA admissions. The MARD during administration of IV insulin (N = 266) was 13.4%. Conclusions: CGM accuracy is similar between DKA and non-DKA admissions and is maintained in severe DKA and during IV insulin administration, suggesting potential usability in pediatric hospitalizations. Further study on the feasibility of implementation of CGM in the hospital is needed.
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Affiliation(s)
- Lauren A. Waterman
- University of Colorado Anschutz Medical Campus, Barbara Davis Center for Diabetes, Aurora, Colorado, USA
| | - Laura Pyle
- University of Colorado Anschutz Medical Campus, Barbara Davis Center for Diabetes, Aurora, Colorado, USA
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, Colorado, USA
| | - Gregory P. Forlenza
- University of Colorado Anschutz Medical Campus, Barbara Davis Center for Diabetes, Aurora, Colorado, USA
| | - Lindsey Towers
- University of Colorado Anschutz Medical Campus, Barbara Davis Center for Diabetes, Aurora, Colorado, USA
| | - Angela J. Karami
- University of Colorado Anschutz Medical Campus, Barbara Davis Center for Diabetes, Aurora, Colorado, USA
| | - Emily Jost
- University of Colorado Anschutz Medical Campus, Barbara Davis Center for Diabetes, Aurora, Colorado, USA
| | - Cari Berget
- University of Colorado Anschutz Medical Campus, Barbara Davis Center for Diabetes, Aurora, Colorado, USA
| | - R. Paul Wadwa
- University of Colorado Anschutz Medical Campus, Barbara Davis Center for Diabetes, Aurora, Colorado, USA
| | - Erin C. Cobry
- University of Colorado Anschutz Medical Campus, Barbara Davis Center for Diabetes, Aurora, Colorado, USA
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Prahalad P, Scheinker D, Desai M, Ding VY, Bishop FK, Lee MY, Ferstad J, Zaharieva DP, Addala A, Johari R, Hood K, Maahs DM. Equitable implementation of a precision digital health program for glucose management in individuals with newly diagnosed type 1 diabetes. Nat Med 2024; 30:2067-2075. [PMID: 38702523 DOI: 10.1038/s41591-024-02975-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 04/03/2024] [Indexed: 05/06/2024]
Abstract
Few young people with type 1 diabetes (T1D) meet glucose targets. Continuous glucose monitoring improves glycemia, but access is not equitable. We prospectively assessed the impact of a systematic and equitable digital-health-team-based care program implementing tighter glucose targets (HbA1c < 7%), early technology use (continuous glucose monitoring starts <1 month after diagnosis) and remote patient monitoring on glycemia in young people with newly diagnosed T1D enrolled in the Teamwork, Targets, Technology, and Tight Control (4T Study 1). Primary outcome was HbA1c change from 4 to 12 months after diagnosis; the secondary outcome was achieving the HbA1c targets. The 4T Study 1 cohort (36.8% Hispanic and 35.3% publicly insured) had a mean HbA1c of 6.58%, 64% with HbA1c < 7% and mean time in the range (70-180 mg dl-1) of 68% at 1 year after diagnosis. Clinical implementation of the 4T Study 1 met the prespecified primary outcome and improved glycemia without unexpected serious adverse events. The strategies in the 4T Study 1 can be used to implement systematic and equitable care for individuals with T1D and translate to care for other chronic diseases. ClinicalTrials.gov registration: NCT04336969 .
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Affiliation(s)
- Priya Prahalad
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA.
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA.
| | - David Scheinker
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
- Department of Management Science and Engineering, Stanford University, Stanford, CA, USA
- Clinical Excellence Research Center, Stanford University, Stanford, CA, USA
| | - Manisha Desai
- Department of Medicine, Quantitative Sciences Unit, Stanford University, Stanford, CA, USA
| | - Victoria Y Ding
- Department of Medicine, Quantitative Sciences Unit, Stanford University, Stanford, CA, USA
| | - Franziska K Bishop
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
| | - Ming Yeh Lee
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
| | - Johannes Ferstad
- Department of Management Science and Engineering, Stanford University, Stanford, CA, USA
| | - Dessi P Zaharieva
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
| | - Ananta Addala
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
| | - Ramesh Johari
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
- Department of Management Science and Engineering, Stanford University, Stanford, CA, USA
| | - Korey Hood
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
| | - David M Maahs
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
- Department of Health Research and Policy (Epidemiology), Stanford University, Stanford, CA, USA
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Franceschi R, Pertile R, Marigliano M, Mozzillo E, Maffeis C, Morotti E, Di Candia F, Fedi L, Iafusco D, Zanfardino A, Cauvin V, Maltoni G, Zucchini S, Cherubini V, Tiberi V, Minuto N, Bassi M, Rabbone I, Savastio S, Tinti D, Tornese G, Schiaffini R, Passanisi S, Lombardo F, Bonfanti R, Scaramuzza A, Troncone A. Satisfaction with continuous glucose monitoring is associated with quality of life in young people with type 1 diabetes regardless of metabolic control and treatment type. Diabet Med 2024; 41:e15307. [PMID: 38383984 DOI: 10.1111/dme.15307] [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: 10/30/2023] [Revised: 01/15/2024] [Accepted: 02/03/2024] [Indexed: 02/23/2024]
Abstract
AIMS While continuous glucose monitoring (CGM) and associated technologies have positive effects on metabolic control in young people with type 1 diabetes (T1D), less is known about their impact on quality of life (QoL). Here, we quantified CGM satisfaction and QoL in young people with T1D and their parents/caregivers to establish (i) the relationship between QoL and CGM satisfaction and (ii) the impact of the treatment regimen on QoL. METHODS This was a cross-sectional study of children and adolescents with T1D on different treatment regimens (multiple daily injections, sensor-augmented pumps and automated insulin delivery). QoL was assessed with the KINDL instrument, and CGM satisfaction with the CGM-SAT questionnaire was evaluated in both youths with T1D and their parents. RESULTS Two hundred and ten consecutively enrolled youths with T1D completed the KINDL and CGM-SAT questionnaires. The mean total KINDL score was greater than neutral in both subjects with T1D (3.99 ± 0.47) and parents (4.06 ± 0.40), and lower overall CGM-SAT scores (i.e., higher satisfaction) were significantly associated with higher QoL in all six KINDL subscales (p < 0.05). There were no differences in KINDL scores according to delivery technology or when participants were grouped according to optimal and sub-optimal glucose control. CONCLUSIONS Higher satisfaction with recent CGMs was associated with better QoL in all dimensions. QoL was independent of both the insulin delivery technology and glycaemic control. CGM must be further disseminated. Attention on perceived satisfaction with CGM should be incorporated with the clinical practice to improve the well-being of children and adolescents with T1D and their families.
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Affiliation(s)
- Roberto Franceschi
- Department of Pediatrics, S. Chiara Hospital of Trento, APSS, Trent, Trentino-Alto Adige, Italy
| | - Riccardo Pertile
- Clinical and Evaluative Epidemiology Unit, Department of Governance, APSS, Trent, Italy
| | - Marco Marigliano
- Department of Surgery, Dentistry, Pediatrics and Gynecology, Section of Pediatric Diabetes and Metabolism, University and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Enza Mozzillo
- Department of Translational Medical Science, Section of Pediatrics, Università degli Studi di Napoli Federico II, Naples, Italy
| | - Claudio Maffeis
- Department of Surgery, Dentistry, Pediatrics and Gynecology, Section of Pediatric Diabetes and Metabolism, University and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Elisa Morotti
- Department of Surgery, Dentistry, Pediatrics and Gynecology, Section of Pediatric Diabetes and Metabolism, University and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Francesca Di Candia
- Department of Translational Medical Science, Section of Pediatrics, Università degli Studi di Napoli Federico II, Naples, Italy
| | - Ludovica Fedi
- Department of Translational Medical Science, Section of Pediatrics, Università degli Studi di Napoli Federico II, Naples, Italy
| | - Dario Iafusco
- Department of Woman, Child and General and Specialistic Surgery, Regional Center of Pediatric Diabetes, University of Campania "L. Vanvitelli", Naples, Italy
| | - Angela Zanfardino
- Department of Woman, Child and General and Specialistic Surgery, Regional Center of Pediatric Diabetes, University of Campania "L. Vanvitelli", Naples, Italy
| | - Vittoria Cauvin
- Department of Pediatrics, S. Chiara Hospital of Trento, APSS, Trent, Trentino-Alto Adige, Italy
| | - Giulio Maltoni
- Pediatric Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Stefano Zucchini
- Pediatric Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Valentino Cherubini
- Department of Women's and Children's Health, Azienda Ospedaliero-Universitaria, Ospedali Riuniti di Ancona, 'G. Salesi Hospital', Ancona, Italy
| | - Valentina Tiberi
- Department of Women's and Children's Health, Azienda Ospedaliero-Universitaria, Ospedali Riuniti di Ancona, 'G. Salesi Hospital', Ancona, Italy
| | - Nicola Minuto
- Pediatric Clinic, IRCCS Giannina Gaslini, Genoa, Italy
- Department of Neuroscience Rehabilitation Ophthalmology Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
| | - Marta Bassi
- Pediatric Clinic, IRCCS Giannina Gaslini, Genoa, Italy
- Department of Neuroscience Rehabilitation Ophthalmology Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
| | - Ivana Rabbone
- Division of Pediatrics, Department of Health Sciences, University of Piemonte Orientale, Novara, Italy
| | - Silvia Savastio
- Division of Pediatrics, Department of Health Sciences, University of Piemonte Orientale, Novara, Italy
| | - Davide Tinti
- Center of Pediatric Diabetology, A.O.U. Città della Salute e della Scienza di Torino, Turin, Italy
| | - Gianluca Tornese
- Institute for Maternal and Child Health IRCCS "Burlo Garofolo", Trieste, Italy
| | - Riccardo Schiaffini
- Pediatric Diabetology Department, Bambino Gesu Pediatric Hospital, Rome, Lazio, Italy
| | - Stefano Passanisi
- Department of Human Pathology of Adulthood and Childhood G. Barresi, University of Messina, Messina, Italy
| | - Fortunato Lombardo
- Department of Human Pathology of Adulthood and Childhood G. Barresi, University of Messina, Messina, Italy
| | - Riccardo Bonfanti
- Department of Pediatrics, Diabetes Research Institute, IRCCS San Raffaele, Milan, Italy
| | - Andrea Scaramuzza
- Pediatric Diabetes, Endocrinology and Nutrition, Pediatric Unit, ASST Cremona, Ospedale Maggiore, Cremona, Italy
| | - Alda Troncone
- Department of Psychology, University of Campania "L. Vanvitelli", Caserta, Italy
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Cherubini V, Fargalli A, Arnaldi C, Bassi M, Bonfanti R, Patrizia Bracciolini G, Cardella F, Dal Bo S, Delvecchio M, Di Candia F, Franceschi R, Maria Galassi S, Gallo F, Graziani V, Iannilli A, Mameli C, Marigliano M, Minuto N, Monti S, Mozzillo E, Pascarella F, Predieri B, Rabbone I, Roppolo R, Schiaffini R, Tiberi V, Tinti D, Toni S, Scaramuzza A, Vestrucci B, Gesuita R. Glucometrics and device satisfaction in children and adolescents with type 1 diabetes using different treatment modalities: A multicenter real-world observational study. Diabetes Res Clin Pract 2024; 210:111621. [PMID: 38499182 DOI: 10.1016/j.diabres.2024.111621] [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: 02/06/2024] [Revised: 03/13/2024] [Accepted: 03/14/2024] [Indexed: 03/20/2024]
Abstract
AIMS To analyze metabolic outcomes, diabetes impact and device satisfaction in children and adolescents with type 1 diabetes in Italy who used different treatment modalities for diabetes care in a real-life context. METHODS In this multicenter, nationwide, cross-sectional study, 1464 participants were enrolled at a routine visit. The following treatment modalities were considered MDI + SMBG; MDI + CGM; Sensor Augmented Pump Therapy; predictive management of low glucose; Hybrid Closed Loop (HCL); Advanced Hybrid Closed Loop (AHCL). Health related quality of life was evaluated by the Italian version of the Diabetes Impact and Device Satisfaction Scale (DIDS) questionnaire. RESULTS Patients treated with AID systems were more likely to have HbA1c ≤ 6.5 %, higher percentage of time with glucose levels between 70 and 180 mg/dL, lower percentage of time with glucose levels above 180 mg/dL, higher device satisfaction, and reduced impact of diabetes. All the therapeutic modalities with respect to MDI + CGM, except for MDI + SMBG, contributed to increase the device satisfaction. HCL and AHCL respect to MDI + CGM were associated with lower diabetes impact. CONCLUSION Real-life use of automated insulin delivery systems is associated with reduced type 1 diabetes impact, increased device satisfaction, and achievement of glycemic goals.
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Affiliation(s)
- Valentino Cherubini
- Department of Women's and Children's Health, Salesi Hospital, 60123 Ancona, Italy
| | - Andrea Fargalli
- Center of Epidemiology, Biostatistics and Medical Information Technology, Università Politecnica delle Marche, 60020 Ancona, Italy.
| | - Claudia Arnaldi
- UOS Diabetologia Pediatrica ASL Viterbo, 01100 Viterbo, Italy
| | - Marta Bassi
- Department of Pediatrics, IRCCS Istituto Giannina Gaslini, 16147 Genoa, Italy
| | - Riccardo Bonfanti
- Department of Pediatrics, Pediatric Diabetology Unit, Diabetes Research Institute, IRCCS San Raffaele Scientific Institute, Vita Salute San Raffaele University, 20132 Milan, Italy
| | | | | | - Sara Dal Bo
- Department of Pediatrics, Santa Maria Delle Croci Hospital, 48121 Ravenna, Italy
| | - Maurizio Delvecchio
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, Via Vetoio, L'Aquila, Italy
| | - Francesca Di Candia
- Department of Translational Medical Science, Section of Pediatrics, Regional Center of Pediatric Diabetes, Federico II University of Naples, 80138 Naples, Italy
| | | | | | | | - Vanna Graziani
- Department of Pediatrics, Santa Maria Delle Croci Hospital, 48121 Ravenna, Italy
| | - Antonio Iannilli
- Department of Women's and Children's Health, Salesi Hospital, 60123 Ancona, Italy
| | - Chiara Mameli
- Department of Pediatrics, Vittore Buzzi Children's Hospital, 20154 Milan, Italy
| | - Marco Marigliano
- Pediatric Diabetes and Metabolic Disorders Unit, Azienda Ospedaliera Universitaria Integrata Ospedale della Donna e del Bambino, 37126 Verona, Italy
| | - Nicola Minuto
- Department of Pediatrics, IRCCS Istituto Giannina Gaslini, 16147 Genoa, Italy
| | - Sara Monti
- Department of Pediatrics, Bufalini Hospital, 47521 Cesena, Italy
| | - Enza Mozzillo
- Department of Translational Medical Science, Section of Pediatrics, Regional Center of Pediatric Diabetes, Federico II University of Naples, 80138 Naples, Italy
| | - Filomena Pascarella
- Pediatric Endocrinology Unit, Sant'Anna e San Sebastiano Hospital, 81100 Caserta, Italy
| | - Barbara Predieri
- Department of Medical and Surgical Sciences of the Mother, Children and Adults - Pediatric Unit, University of Modena and Reggio Emilia, 41124 Modena, Italy
| | - Ivana Rabbone
- Department of Health Sciences, University of Piemonte Orientale, 28100 Novara, Italy
| | - Rosalia Roppolo
- Department of Pediatrics, University of Palermo, 90133 Palermo, Italy
| | - Riccardo Schiaffini
- Diabetology and Growth Disorders Unit, Bambino Gesù Children's Hospital, IRCCS, 00165 Rome, Italy
| | - Valentina Tiberi
- Department of Women's and Children's Health, Salesi Hospital, 60123 Ancona, Italy
| | - Davide Tinti
- Pediatric Diabetology Unit, Azienda Ospedaliero Universitaria Città della Salute e della Scienza di Torino, 10126 Turin, Italy
| | - Sonia Toni
- Diabetology Unit, AOU Meyer Children's Hospital IRCCS, 50139 Florence, Italy
| | - Andrea Scaramuzza
- Pediatric Diabetes, Endocrinology and Nutrition, Pediatric Unit, ASST Cremona, Ospedale Maggiore, 26100 Cremona, Italy
| | | | - Rosaria Gesuita
- Center of Epidemiology, Biostatistics and Medical Information Technology, Università Politecnica delle Marche, 60020 Ancona, Italy
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7
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Rosenheck S, Chen C, Regelmann MO. Pediatric Inpatient Insulin Pump Use and Glycemic Control. JAMA Netw Open 2024; 7:e2354547. [PMID: 38324317 DOI: 10.1001/jamanetworkopen.2023.54547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2024] Open
Affiliation(s)
- Sarah Rosenheck
- Division of Pediatric Endocrinology and Diabetes, The Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, New York
| | - Charlotte Chen
- Division of Pediatric Endocrinology and Diabetes, The Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, New York
| | - Molly O Regelmann
- Division of Pediatric Endocrinology and Diabetes, The Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, New York
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8
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Guerlich K, Patro-Golab B, Dworakowski P, Fraser AG, Kammermeier M, Melvin T, Koletzko B. Evidence from clinical trials on high-risk medical devices in children: a scoping review. Pediatr Res 2024; 95:615-624. [PMID: 37758865 PMCID: PMC10899114 DOI: 10.1038/s41390-023-02819-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/31/2023] [Accepted: 09/03/2023] [Indexed: 09/29/2023]
Abstract
BACKGROUND Meeting increased regulatory requirements for clinical evaluation of medical devices marketed in Europe in accordance with the Medical Device Regulation (EU 2017/745) is challenging, particularly for high-risk devices used in children. METHODS Within the CORE-MD project, we performed a scoping review on evidence from clinical trials investigating high-risk paediatric medical devices used in paediatric cardiology, diabetology, orthopaedics and surgery, in patients aged 0-21 years. We searched Medline and Embase from 1st January 2017 to 9th November 2022. RESULTS From 1692 records screened, 99 trials were included. Most were multicentre studies performed in North America and Europe that mainly had evaluated medical devices from the specialty of diabetology. Most had enrolled adolescents and 39% of trials included both children and adults. Randomized controlled trials accounted for 38% of the sample. Other frequently used designs were before-after studies (21%) and crossover trials (20%). Included trials were mainly small, with a sample size <100 participants in 64% of the studies. Most frequently assessed outcomes were efficacy and effectiveness as well as safety. CONCLUSION Within the assessed sample, clinical trials on high-risk medical devices in children were of various designs, often lacked a concurrent control group, and recruited few infants and young children. IMPACT In the assessed sample, clinical trials on high-risk medical devices in children were mainly small, with variable study designs (often without concurrent control), and they mostly enrolled adolescents. We provide a systematic summary of methodologies applied in clinical trials of medical devices in the paediatric population, reflecting obstacles in this research area that make it challenging to conduct adequately powered randomized controlled trials. In view of changing European regulations and related concerns about shortages of high-risk medical devices for children, our findings may assist competent authorities in setting realistic requirements for the evidence level to support device conformity certification.
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Affiliation(s)
- Kathrin Guerlich
- LMU-Ludwig Maximilians Universität Munich, Division of Metabolic and Nutritional Medicine, Department of Pediatrics, Dr. von Hauner Children's Hospital, LMU University Hospital, Munich, Germany
- Child Health Foundation - Stiftung Kindergesundheit, c/o Dr. von Hauner Children's Hospital, Munich, Germany
| | - Bernadeta Patro-Golab
- LMU-Ludwig Maximilians Universität Munich, Division of Metabolic and Nutritional Medicine, Department of Pediatrics, Dr. von Hauner Children's Hospital, LMU University Hospital, Munich, Germany
| | | | - Alan G Fraser
- Department of Cardiology, University Hospital of Wales, Cardiff, Wales, UK
| | - Michael Kammermeier
- LMU-Ludwig Maximilians Universität Munich, Division of Metabolic and Nutritional Medicine, Department of Pediatrics, Dr. von Hauner Children's Hospital, LMU University Hospital, Munich, Germany
| | - Tom Melvin
- Department of Gerontology, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Berthold Koletzko
- LMU-Ludwig Maximilians Universität Munich, Division of Metabolic and Nutritional Medicine, Department of Pediatrics, Dr. von Hauner Children's Hospital, LMU University Hospital, Munich, Germany.
- Child Health Foundation - Stiftung Kindergesundheit, c/o Dr. von Hauner Children's Hospital, Munich, Germany.
- European Academy of Paediatrics, Brussels, Belgium.
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9
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Prahalad P, Maahs DM. Roadmap to Continuous Glucose Monitoring Adoption and Improved Outcomes in Endocrinology: The 4T (Teamwork, Targets, Technology, and Tight Control) Program. Diabetes Spectr 2023; 36:299-305. [PMID: 37982062 PMCID: PMC10654131 DOI: 10.2337/dsi23-0003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
Glucose monitoring is essential for the management of type 1 diabetes and has evolved from urine glucose monitoring in the early 1900s to home blood glucose monitoring in the 1980s to continuous glucose monitoring (CGM) today. Youth with type 1 diabetes struggle to meet A1C goals; however, CGM is associated with improved A1C in these youth and is recommended as a standard of care by diabetes professional organizations. Despite their utility, expanding uptake of CGM systems has been challenging, especially in minoritized communities. The 4T (Teamwork, Targets, Technology, and Tight Control) program was developed using a team-based approach to set consistent glycemic targets and equitably initiate CGM and remote patient monitoring in all youth with new-onset type 1 diabetes. In the pilot 4T study, youth in the 4T cohort had a 0.5% improvement in A1C 12 months after diabetes diagnosis compared with those in the historical cohort. The 4T program can serve as a roadmap for other multidisciplinary pediatric type 1 diabetes clinics to increase CGM adoption and improve glycemic outcomes.
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Affiliation(s)
- Priya Prahalad
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA
| | - David M. Maahs
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA
- Department of Health Research and Policy (Epidemiology), Stanford University, Stanford, CA
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10
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Laffel LM, Bailey TS, Christiansen MP, Reid JL, Beck SE. Accuracy of a Seventh-Generation Continuous Glucose Monitoring System in Children and Adolescents With Type 1 Diabetes. J Diabetes Sci Technol 2023; 17:962-967. [PMID: 35466707 PMCID: PMC10347986 DOI: 10.1177/19322968221091816] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Accuracy of a seventh-generation "G7" continuous glucose monitoring (CGM) system was evaluated in children and adolescents with type 1 diabetes (T1D). METHODS Sensors were worn on the upper arm and abdomen. The CGM data were available from 127 of 132 participants, ages 7 to 17 years, across 10.5 days of use, various glucose concentration ranges, and various rates of glucose change for comparisons with temporally matched venous blood glucose measurements (YSI). Data were also available from 28 of 32 participants, ages 2 to 6 years, for whom capillary (fingerstick) blood provided comparator glucose values. Accuracy metrics included the mean absolute relative difference (MARD) between CGM and comparator glucose pairs, the proportion of CGM values within 15 mg/dL or 15% of comparator values <100 or ≥100 mg/dL, respectively, and the analogous %20/20 and %30/30 agreement rates. RESULTS For participants aged 7 to 17, a total of 15 437 matched pairs were obtained from 122 arm-placed and 118 abdomen-placed sensors. For arm-placed sensors, the overall MARD was 8.1% and overall %15/15, %20/20, and %30/30 agreement rates were 88.8%, 95.3%, and 98.7%, respectively. For abdomen-placed sensors, the overall MARD was 9.0% and overall %15/15, %20/20, and %30/30 agreement rates were 86.0%, 92.9%, and 97.7%, respectively. Good accuracy was maintained across wear days, glucose ranges, and rates of glucose change. Among those aged 2 to 6, a total of 343 matched pairs provided an overall MARD of 9.3% and an overall %20/20 agreement rate of 91.5%. CONCLUSIONS The G7 CGM placed on the arm or abdomen was accurate in children and adolescents with T1D. NCT#: NCT04794478.
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Affiliation(s)
- Lori M. Laffel
- Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA
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11
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Acciaroli G, Parkin CG, Thomas R, Layne J, Norman GJ, Leone K. G6 continuous glucose monitoring system feature use and its associations with glycaemia in Europe. Diabet Med 2023; 40:e15093. [PMID: 36951684 DOI: 10.1111/dme.15093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 03/17/2023] [Accepted: 03/21/2023] [Indexed: 03/24/2023]
Abstract
AIMS Current continuous glucose monitoring (CGM) devices provide features that alert individuals with diabetes about their current and impending adverse glycaemic events. The use of these features has been associated with glycaemic improvements. However, how these features are utilised under real-world conditions has not been well studied. We queried a large database to quantify utilisation of the Dexcom G6 system features and how utilisation impacted glycaemic outcomes within a cohort of European users. METHODS This 6-month retrospective, observational, large database analysis utilised anonymised data from a sample of 47,784 Europe-based G6 users. Primary outcome measures were associations between utilisation and customisation of High/Low threshold alerts, 'urgent low soon' (ULS) alert, and established CGM metrics. RESULTS Users in the Germany, Austria, Switzerland region (n = 20,257), the Nordic countries (n = 10,314), United Kingdom (n = 9006), Italy (n = 4747), France (n = 2130) and Spain (1330) were included. All alert features were utilised by >75% of the cohort across all regions/countries and age groups. Enabling the Low alert and ULS alert was associated with lower percentage of time below range compared to disabling the Low alert (p < 0.001). Enabling the High alert was associated with higher percentage of time in range (%TIR) and lower percentage of time above range (%TAR) %TAR compared to disabling the High alert (p < 0.001). Paediatric patients and older adults tended to set a higher threshold for High/Low alerts, while younger adults tended to use lower threshold values for High/Low alerts. CONCLUSIONS Individuals who utilised the Dexcom G6 features showed better glycaemic control, particularly among those who utilised more sensitive High alert and Low alert settings, than users who did not utilise the system features.
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Affiliation(s)
- Giada Acciaroli
- Dexcom Inc., 6310 Sequence Drive, San Diego, California, 92121, USA
| | - Christopher G Parkin
- CGParkin Communications, 2675 Windmill Pkwy, Ste.2721, Henderson, Nevada, 89074, USA
| | - Roy Thomas
- Dexcom Inc., 6310 Sequence Drive, San Diego, California, 92121, USA
| | - Jennifer Layne
- Dexcom Inc., 6310 Sequence Drive, San Diego, California, 92121, USA
| | - Gregory J Norman
- Dexcom Inc., 6310 Sequence Drive, San Diego, California, 92121, USA
| | - Keri Leone
- Dexcom Inc., 6310 Sequence Drive, San Diego, California, 92121, USA
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12
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March CA, Hill A, Kazmerski TM, Siminerio L, Switzer G, Miller E, Libman I. School Nurse Confidence with Diabetes Devices in Relation to Diabetes Knowledge and Prior Training: A Study of Convergent Validity. Pediatr Diabetes 2023; 2023:2162900. [PMID: 37929232 PMCID: PMC10624001 DOI: 10.1155/2023/2162900] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2023] Open
Abstract
Objective The Diabetes Device Confidence Scale (DDCS) is a new scale designed to evaluate school nurse confidence with diabetes devices. We hypothesized that DDCS score would be associated with related constructs of school nurse diabetes knowledge, experience, and training. Research Design and Methods In a cross-sectional study, we co-administered the DDCS and Diabetes Knowledge Test 2 (DKT2) questionnaires to school nurses in Pennsylvania. We summarized DDCS scores (range 1-5) descriptively. We evaluated the relationship between DKT2 percent score and DDCS mean score with the Spearman correlation coefficient. Simple linear regression examined school nurse characteristics as predictors of DDCS score. Results A total of 271 completed surveys were received. Mean DDCS score was 3.16±0.94, indicating moderate confidence with devices overall. School nurses frequently reported low confidence in items representing specific skills, including suspending insulin delivery (40%), giving a manual bolus (42%), knowing when to calibrate a continuous glucose monitor (48%), changing an insulin pump site (54%), and setting a temporary basal rate (58%). Mean DKT2 score was 89.5±0.1%, which was weakly but not significantly correlated with DDCS score (r=0.12, p=0.06). Formal device training (p<0.001), assisting ≥5 students with diabetes devices in the past 5 years (p<0.01), and a student caseload between 1000-1500 students (p<0.001) were associated with higher mean DDCS score. Conclusions DDCS score is related to prior training and experience, providing evidence for the scale's convergent validity. The DDCS may be a useful tool for assessing school nurse readiness to use devices and identify areas to enhance knowledge and practical skills.
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Affiliation(s)
- Christine A March
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA
- Division of Pediatric Endocrinology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Amber Hill
- University of Pittsburgh School of Medicine, Pittsburgh, PA
- Department of Pediatrics, Michigan Medicine, Ann Arbor, MI
| | - Traci M Kazmerski
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA
- Division of Adolescent and Young Adult Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Linda Siminerio
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Galen Switzer
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA
- Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA
| | - Elizabeth Miller
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA
- Division of Adolescent and Young Adult Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
- Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA
| | - Ingrid Libman
- Department of Pediatrics, University of Pittsburgh, Pittsburgh, PA
- Division of Pediatric Endocrinology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
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13
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Maahs DM, Prahalad P, Schweiger DŠ, Shalitin S. Diabetes Technology and Therapy in the Pediatric Age Group. Diabetes Technol Ther 2023; 25:S118-S145. [PMID: 36802194 DOI: 10.1089/dia.2023.2508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Affiliation(s)
- David M Maahs
- Department of Pediatrics, Division of Endocrinology and Diabetes, Stanford University, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
- Department of Health Research and Policy (Epidemiology), Stanford University, Stanford, CA, USA
| | - Priya Prahalad
- Department of Pediatrics, Division of Endocrinology and Diabetes, Stanford University, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
| | - Darja Šmigoc Schweiger
- University Medical Center-University Children's Hospital Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Shlomit Shalitin
- Jesse Z and Sara Lea Shafer Institute for Endocrinology and Diabetes, National Center for Childhood Diabetes, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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14
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de Wit M, Gajewska KA, Goethals ER, McDarby V, Zhao X, Hapunda G, Delamater AM, DiMeglio LA. ISPAD Clinical Practice Consensus Guidelines 2022: Psychological care of children, adolescents and young adults with diabetes. Pediatr Diabetes 2022; 23:1373-1389. [PMID: 36464988 PMCID: PMC10107478 DOI: 10.1111/pedi.13428] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 09/30/2022] [Indexed: 12/12/2022] Open
Affiliation(s)
- Maartje de Wit
- Amsterdam UMC, Vrije Universiteit Amsterdam, Medical Psychology, Amsterdam Public Health, Amsterdam, Netherlands
| | - Katarzyna A Gajewska
- Diabetes Ireland, Dublin, Ireland.,School of Public Health, University College Cork, Cork, Ireland
| | | | | | - Xiaolei Zhao
- The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Given Hapunda
- Department of Psychology, University of Zambia, Lusaka, Zambia
| | - Alan M Delamater
- Department of Pediatrics, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Linda A DiMeglio
- Department of Pediatrics, University of Miami Miller School of Medicine, Miami, Florida, USA.,Department of Pediatrics, Division of Pediatric Endocrinology and Diabetology, Indiana University School of Medicine, Riley Hospital for Children, Indianapolis, Indiana, USA
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15
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Abraham MB, Karges B, Dovc K, Naranjo D, Arbelaez AM, Mbogo J, Javelikar G, Jones TW, Mahmud FH. ISPAD Clinical Practice Consensus Guidelines 2022: Assessment and management of hypoglycemia in children and adolescents with diabetes. Pediatr Diabetes 2022; 23:1322-1340. [PMID: 36537534 PMCID: PMC10107518 DOI: 10.1111/pedi.13443] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 10/27/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- Mary B Abraham
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Australia.,Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Australia.,Discipline of Pediatrics, Medical School, The University of Western Australia, Perth, Australia
| | - Beate Karges
- Division of Endocrinology and Diabetes, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Klemen Dovc
- Department of Pediatric Endocrinology, Diabetes and Metabolic Diseases, UMC - University Children's Hospital, Ljubljana, Slovenia, and Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Diana Naranjo
- Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
| | - Ana Maria Arbelaez
- Division of Endocrinology and Diabetes, Department of Pediatrics, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Joyce Mbogo
- Department of Pediatric and Child Health, Aga Khan University Hospital, Nairobi, Kenya
| | - Ganesh Javelikar
- Department of Endocrinology and Diabetes, Max Super Speciality Hospital, New Delhi, India
| | - Timothy W Jones
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Australia.,Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Perth, Australia.,Discipline of Pediatrics, Medical School, The University of Western Australia, Perth, Australia
| | - Farid H Mahmud
- Division of Endocrinology, Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Canada
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16
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Sump C, Denker K, DeBlasio D, Ruschman J, White C, Riddle S. Postdischarge Remote Patient Monitoring for Children Hospitalized for Failure to Thrive. Acad Pediatr 2022; 22:1529-1531. [PMID: 35940572 DOI: 10.1016/j.acap.2022.07.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 07/22/2022] [Accepted: 07/30/2022] [Indexed: 01/19/2023]
Affiliation(s)
- Courtney Sump
- Division of Hospital Medicine (C Sump, C White and S Riddle), Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics (C Sump, D DeBlasio, C White and S Riddle), College of Medicine, University of Cincinnati, Cincinnati, OH.
| | - Kylee Denker
- Center for Telehealth (K Denker, J Ruschman), Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Dominick DeBlasio
- Department of Pediatrics (C Sump, D DeBlasio, C White and S Riddle), College of Medicine, University of Cincinnati, Cincinnati, OH; Division of General and Community Pediatrics (D DeBlasio) , Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Jennifer Ruschman
- Center for Telehealth (K Denker, J Ruschman), Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Christine White
- Division of Hospital Medicine (C Sump, C White and S Riddle), Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics (C Sump, D DeBlasio, C White and S Riddle), College of Medicine, University of Cincinnati, Cincinnati, OH
| | - Sarah Riddle
- Division of Hospital Medicine (C Sump, C White and S Riddle), Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics (C Sump, D DeBlasio, C White and S Riddle), College of Medicine, University of Cincinnati, Cincinnati, OH
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17
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Zhang L, Xu H, Liu L, Bi Y, Li X, Kan Y, Liu H, Li S, Zou Y, Yuan Y, Gong W, Zhang Y. Related factors associated with fear of hypoglycemia in parents of children and adolescents with type 1 diabetes - A systematic review. J Pediatr Nurs 2022; 66:125-135. [PMID: 35716460 DOI: 10.1016/j.pedn.2022.05.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 05/09/2022] [Accepted: 05/27/2022] [Indexed: 12/16/2022]
Abstract
PROBLEM Fear of hypoglycemia is a significant concern for parents of children/ adolescents with type 1 diabetes. Although some studies have explained the parental fear of hypoglycemia, the related factors were yet to be determined. This systematic review aims to identify the related factors of fear of hypoglycemia in the parents of children and adolescents with type 1 diabetes and provide a theoretical basis for further intervention. ELIGIBILITY CRITERIA PubMed, MEDLINE, EMBASE, Scopus, CINAHL, EBSCO, Web of Science, and Cochrane Library were systematically searched from 2010 to 2021. Studies evaluating the fear of hypoglycemia of parents and its associated factors were included. SAMPLE Twenty-three observational articles met the criteria. RESULTS Significant associations were found between fear of hypoglycemia and specific factors, including motherhood, nocturnal hypoglycemia, and the number of blood glucose monitoring. Psychological factors, including anxiety, depression, pediatric parenting stress, mindfulness, self-efficacy, quality of life, and sleep disorders, were conclusive and associations with parental fear of hypoglycemia. CONCLUSIONS Understanding parental fear of hypoglycemia can help parents prevent potential problems in diabetes management, thus promoting children's growth. According to current evidence, effective targeted interventions based on modifiable relevant factors can be developed to reduce the fear of hypoglycemia in parents while maintaining optimal blood glucose control in children/ adolescents. IMPLICATIONS Health professionals should pay more attention to the mental health of parents, and parents should be involved in the care plan and have the opportunity to discuss their fear of hypoglycemia in the most appropriate way to manage type 1 diabetes.
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Affiliation(s)
- Lu Zhang
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Huiwen Xu
- School of Nursing, Yangzhou University, Yangzhou, China; Nagano College of Nursing, Komagane, Nagano 399-4117, Japan
| | - Lin Liu
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Yaxin Bi
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Xiangning Li
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Yinshi Kan
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Hongyuan Liu
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Shuang Li
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Yan Zou
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Yuan Yuan
- Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Weijuan Gong
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Yu Zhang
- School of Nursing, Yangzhou University, Yangzhou, China; Jiangsu Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Treatment of Senile Diseases, Yangzhou, China.
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18
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Zaharieva DP, Bishop FK, Maahs DM. Advancements and future directions in the teamwork, targets, technology, and tight control-the 4T study: improving clinical outcomes in newly diagnosed pediatric type 1 diabetes. Curr Opin Pediatr 2022; 34:423-429. [PMID: 35836400 PMCID: PMC9298953 DOI: 10.1097/mop.0000000000001140] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
PURPOSE OF REVIEW The benefits of intensive diabetes management have been established by the Diabetes Control and Complications Trial. However, challenges with optimizing glycemic management in youth with type 1 diabetes (T1D) remain across pediatric clinics in the United States. This article will review our Teamwork, Targets, Technology, and Tight Control (4T) study that implements emerging diabetes technology into clinical practice with a team approach to sustain tight glycemic control from the onset of T1D and beyond to optimize clinical outcomes. RECENT FINDINGS During the 4T Pilot study and study 1, our team-based approach to intensive target setting, education, and remote data review has led to significant improvements in hemoglobin A1c throughout the first year of T1D diagnosis in youth, as well as family and provider satisfaction. SUMMARY The next steps include refinement of the current 4T study 1, developing a business case, and broader implementation of the 4T study. In study 2, we are including a more pragmatic cadence of remote data review and disseminating exercise education and activity tracking to both English- and Spanish-speaking families. The overall goal is to create and implement a translatable program that can facilitate better outcomes for pediatric clinics across the USA.
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Affiliation(s)
- Dessi P. Zaharieva
- Division of Endocrinology, Department of Pediatrics, Stanford University, School of Medicine, Stanford, CA
| | - Franziska K. Bishop
- Division of Endocrinology, Department of Pediatrics, Stanford University, School of Medicine, Stanford, CA
| | - David M. Maahs
- Division of Endocrinology, Department of Pediatrics, Stanford University, School of Medicine, Stanford, CA
- Stanford Diabetes Research Center, Stanford, CA
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19
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Franceschi R, Scotton C, Leonardi L, Cauvin V, Maines E, Angriman M, Pertile R, Valent F, Soffiati M, Faraguna U. Impact of intermittently scanned continuous glucose monitoring with alarms on sleep and metabolic outcomes in children and adolescents with type 1 diabetes. Acta Diabetol 2022; 59:911-919. [PMID: 35397650 DOI: 10.1007/s00592-022-01882-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 03/13/2022] [Indexed: 11/01/2022]
Abstract
AIMS Data about sleep quality and quantity are not available in patients with type 1 diabetes (T1D) using intermittently scanned continuous glucose monitoring (isCGM). We questioned whether the isCGM with alarms could fragment sleep in patients and parents, compared to isCGM without alarms. METHODS A prospective, observational study including 47 child-adolescents with T1D who had experience with isCGM without alarms (Freestyle Libre 1-FSL1). They were asked to wear the isCGM with alarms (Freestyle Libre 2-FSL2) for 14 days. Patients enrolled and their caregiver (s), during a 14 day period with FSL1 and the following 14 days with FSL2, completed psychosocial and sleep-related questionnaires. Furthermore they wore an actigraph that was downloaded to a web platform and processed by the validated and certified algorithm "Dormi®." RESULTS By the switch to the alarmed FSL2 we found about a 5% increase in Time In Range (from 62.5 to 67.8%), a reduction in time spent in hypoglycemia, number of weekly hypoglycemic events, and coefficient of variation. We did not find significant differences in sleep parameters in patients and their parents; therefore, alarms did not worsen the duration and quality of sleep. A significant improvement in the Quality of Life was perceived by parents using FSL2. CONCLUSIONS Introduction of alarms in isCGM systems gives, in the short term, an improvement in metabolic control in terms of time in range and reduction in hypoglycemia, without worsening duration and quality of sleep, measured by actigraphy, in children-adolescent and their parents.
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Affiliation(s)
- Roberto Franceschi
- Pediatric Diabetology Unit, Pediatric Department, S. Chiara General Hospital, Largo Medaglie d'Oro, 9, 38122, Trento, Italy.
| | - Chiara Scotton
- Pediatric Diabetology Unit, Pediatric Department, S. Chiara General Hospital, Largo Medaglie d'Oro, 9, 38122, Trento, Italy
| | - Letizia Leonardi
- Pediatric Diabetology Unit, Pediatric Department, S. Chiara General Hospital, Largo Medaglie d'Oro, 9, 38122, Trento, Italy
| | - Vittoria Cauvin
- Pediatric Diabetology Unit, Pediatric Department, S. Chiara General Hospital, Largo Medaglie d'Oro, 9, 38122, Trento, Italy
| | - Evelina Maines
- Pediatric Diabetology Unit, Pediatric Department, S. Chiara General Hospital, Largo Medaglie d'Oro, 9, 38122, Trento, Italy
| | - Marco Angriman
- Health Management, General Hospital of Bolzano, Bolzano, Italy
| | - Riccardo Pertile
- Clinical and Evaluative Epidemiology Unit, Department of Governance, APSS, Trento, Italy
| | - Francesca Valent
- Clinical and Evaluative Epidemiology Unit, Department of Governance, APSS, Trento, Italy
| | - Massimo Soffiati
- Pediatric Diabetology Unit, Pediatric Department, S. Chiara General Hospital, Largo Medaglie d'Oro, 9, 38122, Trento, Italy
| | - Ugo Faraguna
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
- Department of Developmental Neuroscience, IRCSS Stella Maris Foundation, Pisa, Italy
- SleepActa Srl, A spinoff company of the University of Pisa, Pisa, Italy
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20
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Schmitt J, Fogle K, Scott ML, Iyer P. Improving Equitable Access to Continuous Glucose Monitors for Alabama's Children with Type 1 Diabetes: A Quality Improvement Project. Diabetes Technol Ther 2022; 24:481-491. [PMID: 35156834 DOI: 10.1089/dia.2021.0511] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Background: Continuous glucose monitors (CGMs) are a tool that can reduce the burden of self-monitoring of glucose values in children and adults with type 1 diabetes (T1D), are associated with improved glycemic control, and are associated with reduced fear of hypoglycemia. Unfortunately, disparities in access to CGM exist and rates of CGM access in Alabama in 2019 were below national averages. We aimed to increase CGM access and reduce disparities in access by race, insurance status, and high-risk diabetes status. Methods: Stakeholder input identified barriers to CGM access and defined the existing process. Process changes were implemented and studied for effect. Data were collected from the electronic health record to track rates of CGM access in patients aged 2 years and above with T1D for >3 months. Results: For the eligible population, rates of CGM access increased from a baseline of 50% to 82%. Rates for CGM access in patients with high-risk T1D increased from 34% to 85%. Disparity in CGM access for non-Hispanic Whites and non-Hispanic Blacks decreased from 18% to 6%. Disparity in CGM access for privately insured and Medicaid-insured patients decreased from 38% to 12%. Conclusions: Targeted quality improvement projects using stakeholder input can increase access to diabetes technology while reducing disparities. As technology advances, concerted efforts are needed to ensure equitable access to evolving therapies for all patients with T1D.
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Affiliation(s)
- Jessica Schmitt
- University of Alabama at Birmingham Department of Pediatrics, Birmingham, Alabama, USA
| | - Katie Fogle
- University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama, USA
| | - Mary Lauren Scott
- University of Alabama at Birmingham Department of Pediatrics, Birmingham, Alabama, USA
| | - Pallavi Iyer
- University of Alabama at Birmingham Department of Pediatrics, Birmingham, Alabama, USA
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21
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Hart RI, Kimbell B, Rankin D, Allen JM, Boughton CK, Campbell F, de Beaufort C, Fröhlich‐Reiterer E, Ware J, Hofer SE, Kapellen TM, Rami‐Merhar B, Thankamony A, Hovorka R, Lawton J. Parents' experiences of using remote monitoring technology to manage type 1 diabetes in very young children during a clinical trial: Qualitative study. Diabet Med 2022; 39:e14828. [PMID: 35274356 PMCID: PMC9311187 DOI: 10.1111/dme.14828] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 03/08/2022] [Indexed: 11/30/2022]
Abstract
AIMS To explore parents' experiences of using remote monitoring technology when caring for a very young child with type 1 diabetes during a clinical trial. METHODS Interviews were conducted with parents of 30 children (aged 1-7 years) participating in a trial (the KidsAP02 study) comparing hybrid closed-loop insulin delivery with sensor-augmented pump therapy. In both arms, parents had access to remote monitoring technology. Data analysis focused on identification of descriptive themes. RESULTS Remote monitoring technology gave parents improved access to data which helped them pre-empt and manage glucose excursions. Parents observed how, when children were in their own care, they could be more absent while present, as their attention could shift to non-diabetes-related activities. Conversely, when children were others' care, remote monitoring enabled parents to be present while absent, by facilitating oversight and collaboration with caregivers. Parents described how remote monitoring made them feel more confident allowing others to care for their children. Parents' confidence increased when using a hybrid closed-loop system, as less work was required to keep glucose in range. Benefits to children were also highlighted, including being able to play and sleep uninterrupted and attend parties and sleepovers without their parents. While most parents welcomed the increased sense of control remote monitoring offered, some noted downsides, such as lack of respite from caregiving responsibilities. CONCLUSIONS Remote monitoring can offer manifold benefits to both parents and very young children with type 1 diabetes. Some parents, however, may profit from opportunities to take 'time out'.
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Affiliation(s)
- Ruth I. Hart
- Usher InstituteUniversity of EdinburghEdinburghUK
| | | | - David Rankin
- Usher InstituteUniversity of EdinburghEdinburghUK
| | - Janet M. Allen
- Wellcome Trust‐MRC Institute of Metabolic ScienceUniversity of CambridgeCambridgeUK
- Department of PaediatricsUniversity of CambridgeCambridgeUK
| | | | - Fiona Campbell
- Department of Paediatric DiabetesLeeds Children's HospitalLeedsUK
| | - Carine de Beaufort
- Department of Pediatric Diabetes and EndocrinologyClinique PédiatriqueCentre HospitalierLuxembourg CityLuxembourg
- Department of Pediatric EndocrinologyUZ‐VUB Free University BrusselsBrusselsBelgium
| | | | - Julia Ware
- Wellcome Trust‐MRC Institute of Metabolic ScienceUniversity of CambridgeCambridgeUK
- Department of PaediatricsUniversity of CambridgeCambridgeUK
| | - Sabine E. Hofer
- Department of Pediatrics IMedical University of InnsbruckInnsbruckAustria
| | - Thomas M. Kapellen
- Hospital for Children and AdolescentsUniversity of LeipzigLeipzigGermany
- Hospital for Children and Adolescents am Nicolausholz Bad KösenBad KösenGermany
| | - Birgit Rami‐Merhar
- Department of Pediatric and Adolescent MedicineComprehensive Center for PediatricsMedical University of ViennaViennaAustria
| | - Ajay Thankamony
- Department of PaediatricsUniversity of CambridgeCambridgeUK
- Children’s ServicesCambridge University Hospitals NHS Foundation TrustAddenbrooke’s HospitalCambridgeUK
| | - Roman Hovorka
- Wellcome Trust‐MRC Institute of Metabolic ScienceUniversity of CambridgeCambridgeUK
- Department of PaediatricsUniversity of CambridgeCambridgeUK
| | - Julia Lawton
- Usher InstituteUniversity of EdinburghEdinburghUK
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22
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Cobry EC, Karami AJ, Meltzer LJ. Friend or Foe: a Narrative Review of the Impact of Diabetes Technology on Sleep. Curr Diab Rep 2022; 22:283-290. [PMID: 35522354 DOI: 10.1007/s11892-022-01468-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/21/2022] [Indexed: 12/23/2022]
Abstract
PURPOSE OF REVIEW The purpose of this review is to present a review of sleep science, the relationship between sleep and type 1 diabetes, and highlight the current literature on sleep outcomes in adult and pediatric diabetes technology research. RECENT FINDINGS Sleep quality is associated with glycemic outcomes, diabetes self-management, and mental health in people with type 1 diabetes. Diabetes technologies, including insulin pumps, continuous glucose monitors, and hybrid closed-loop systems improve glycemic outcomes. However, many people find this technology challenging for a variety of reasons, including increased burden and frequent alarms, especially during the night. The impact of different devices on sleep quality and quantity has been mixed. The newest technology, the hybrid closed-loop systems, offers the best opportunity for nocturnal glycemic regulation and has improved patient and family perspectives on sleep quality. However, objective sleep assessment has not shown significant improvement on sleep duration. Sleep quality and quantity in people with type 1 diabetes are widely recognized as an important component of health care, and the literature regarding the impact of diabetes devices on sleep is increasing. However, sleep disruptions are common and a barrier to device use. Despite finding minimal changes to sleep duration with device use, subjective accounts of sleep quality are overall positive, especially in those using hybrid closed-loop systems. Sleep quantity and quality are important outcomes to consider as diabetes technology continues to evolve.
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Affiliation(s)
- Erin C Cobry
- Barbara Davis Center, Pediatric Endocrinology and Diabetes, University of Colorado Anschutz Medical Campus, 1775 Aurora Ct, MSA140, Aurora, CO, 80045, USA.
| | - Angela J Karami
- Barbara Davis Center, Pediatric Endocrinology and Diabetes, University of Colorado Anschutz Medical Campus, 1775 Aurora Ct, MSA140, Aurora, CO, 80045, USA
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23
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Elbalshy MM, Styles S, Haszard JJ, Galland BC, Crocket H, Jefferies C, Wiltshire E, Tomlinson P, de Bock MI, Wheeler BJ. The effect of do-it-yourself real-time continuous glucose monitoring on psychological and glycemic variables in children with type 1 diabetes: A randomized crossover trial. Pediatr Diabetes 2022; 23:480-488. [PMID: 35253331 PMCID: PMC9314709 DOI: 10.1111/pedi.13331] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 02/23/2022] [Accepted: 03/03/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Continuous glucose monitoring (CGM) decreases fear of hypoglycemia (FOH) and improves glycemic control among those affected by type 1 diabetes (T1D). No studies to date have examined the impact of using do-it-yourself real-time continuous glucose monitoring (DIY RT-CGM) on psychological and glycemic outcomes. METHODS Child-parent dyads were recruited for a multicentre randomized crossover trial. Children with T1D were current intermittently scanned CGM (isCGM) users and aged 2-13 years. Families received either 6 weeks of DIY RT-CGM with parental remote monitoring (intervention) or 6 weeks of isCGM plus usual diabetes care (control), followed by a 4-week washout period, then crossed over. The primary outcome was parental FOH. Secondary outcomes were glycemic control using traditional CGM metrics, as well as a range of other psychosocial measures. FINDINGS Fifty five child-parent dyads were recruited. The child mean age was 9.1 ± 2.8 years. Although, there was no effect on parental FOH, -0.1 (95%CI: -0.3, 0.1, p = 0.4), time-in-range (TIR) (%3.9-10 mmol/L) was significantly higher with DIY RT-CGM over isCGM (54.3% ± 13.7 vs. 48.1% ± 13.6), mean difference, 5.7% (95%CI 1.8, 9.6, p <0.004). There was no difference for time spent in hypoglycemia. Parent diabetes treatment satisfaction was significantly higher following DIY RT-CGM compared to isCGM, mean difference 5.3 (95%CI: 2.3, 8.2, p <0.001). CONCLUSION The use of DIY RT-CGM versus isCGM did not improve parental FOH; however, TIR and parental satisfaction with diabetes treatment were significantly improved. This suggests in the short term, DIY RT-CGM appears safe and may offer families some clinically important advantages over isCGM.
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Affiliation(s)
- Mona M. Elbalshy
- Department of Women's and Children's Health, Dunedin School of MedicineUniversity of OtagoDunedinOtagoNew Zealand
| | - Sara Styles
- Department of Human NutritionUniversity of OtagoDunedinNew Zealand
| | | | - Barbara C. Galland
- Department of Women's and Children's Health, Dunedin School of MedicineUniversity of OtagoDunedinOtagoNew Zealand
| | - Hamish Crocket
- Te Huataki Waiora School of HealthUniversity of WaikatoHamiltonNew Zealand
| | - Craig Jefferies
- Paediatric EndocrinologyStarship Children's HealthAucklandNew Zealand,Liggins InstituteUniversity of AucklandAucklandNew Zealand
| | - Esko Wiltshire
- Department of Paediatrics and Child HealthUniversity of Otago WellingtonWellingtonNew Zealand,Paediatrics and Child HealthCapital and Coast District Health BoardWellingtonNew Zealand
| | - Paul Tomlinson
- Paediatric EndocrinologySouthern District Health BoardDunedinNew Zealand
| | - Martin I. de Bock
- Department of PaediatricsUniversity of Otago ChristchurchChristchurchNew Zealand,Department of PaediatricsCanterbury District Health BoardChristchurchNew Zealand
| | - Benjamin J. Wheeler
- Department of Women's and Children's Health, Dunedin School of MedicineUniversity of OtagoDunedinOtagoNew Zealand,Paediatric EndocrinologySouthern District Health BoardDunedinNew Zealand
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24
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Crocket H, Elbashy MM, Kavanagh T, Styles S, Galland B, Haszard JJ, Wiltshire E, Jefferies C, de Bock MI, Tomlinson P, Jones S, Wheeler BJ. Parental experiences of short term supported use of a do-it-yourself continuous glucose monitor (DIYrtCGM): A qualitative study. Diabet Med 2022; 39:e14731. [PMID: 34687240 DOI: 10.1111/dme.14731] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 10/17/2021] [Accepted: 10/21/2021] [Indexed: 12/28/2022]
Abstract
AIMS To investigate the experiences of parents caring for young children with type 1 diabetes type 1 diabetes using a do-it-yourself continuous glucose monitor (DIYrtCGM) in a supported setting. METHODS Exit interviews were conducted with parents from 11 families at the end of the MiaoMiao study: a randomised cross-over trial focusing on parental fear of hypoglycaemia. Technical support was provided to participants while using DIYrtCGM during the trial. A convenience sampling approach was used to recruit parents. An in-depth, semi-structured interview approach was used. Thematic analysis was used to identify key themes and subthemes. RESULTS Parents identified that remote monitoring enabled proactive management and that overall alarms/glucose alerts were useful. Some parents reported reductions in anxiety, increased independence for their child, and improvements in the child-parent relationship. However, parents also reported regular signal loss with DIYrtCGM, along with complicated apps and challenges troubleshooting technical problems. Despite this, nine of the 11 families continued to use the system after the end of the trial. CONCLUSIONS Do-it-yourself continuous glucose monitoring (CGM) was on balance beneficial for the parents interviewed. However, while access to CGM shifted the burden of care experienced by parents, burden did not significantly reduce for all parents, as the improved glycaemic control that they achieved was accompanied with the responsibility for continually monitoring their child's data. Supported use of do-it-yourself CGM may be an achievable, cost-effective option for parents caring for children with type 1 diabetes in countries without funded access to CGM.
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Affiliation(s)
- Hamish Crocket
- Te Huataki Waiora School of Health, University of Waikato, Hamilton, New Zealand
| | - Mona M Elbashy
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Tom Kavanagh
- Te Huataki Waiora School of Health, University of Waikato, Hamilton, New Zealand
| | - Sara Styles
- Department of Human Nutrition, Division of Sciences, University of Otago, Dunedin, New Zealand
| | - Barbara Galland
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Jillian J Haszard
- Department of Human Nutrition, Division of Sciences, University of Otago, Dunedin, New Zealand
| | - Esko Wiltshire
- Department of Paediatrics and Child Health, University of Otago Wellington, Wellington, New Zealand
- Paediatrics and Child Health, Capital and Coast District Health Board, Wellington, New Zealand
| | - Craig Jefferies
- Paediatric Endocrinology, Starship Children's Health, Auckland, New Zealand
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Martin I de Bock
- Department of Paediatrics, University of Otago Christchurch, Christchurch, New Zealand
- Department of Paediatrics, Canterbury District Health Board, Christchurch, New Zealand
| | - Paul Tomlinson
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
- Paediatric Endocrinology, Southern District Health Board, Dunedin, New Zealand
| | - Shirley Jones
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Benjamin J Wheeler
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
- Paediatric Endocrinology, Southern District Health Board, Dunedin, New Zealand
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25
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Jensen MV, Broadley M, Speight J, Chatwin H, Scope A, Cantrell A, Heller S, de Galan BE, Hendrieckx C, Pouwer F. The impact of hypoglycaemia in children and adolescents with type 1 diabetes on parental quality of life and related outcomes: A systematic review. Pediatr Diabetes 2022; 23:390-405. [PMID: 34981624 DOI: 10.1111/pedi.13308] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 12/15/2021] [Accepted: 12/22/2021] [Indexed: 11/28/2022] Open
Abstract
This systematic review aims to summarize and critically evaluate the current evidence regarding the impact of hypoglycaemia in children and adolescents with type 1 diabetes on parental quality of life. MEDLINE, PsycINFO, CINAHL, and the Cochrane Library were searched. Inclusion criteria were: 1) quantitative design, 2) included parents of children or adolescents with type 1 diabetes, 3) assessment of hypoglycemia in children/adolescents with type 1 diabetes, 4) assessment of parent quality of life (or related domains of life), and 5) analysis of the relationship(s) between the child's hypoglycaemia and parents' quality of life. The data were summarised in accordance with Synthesis Without Meta-Analysis Guidelines. Twelve studies were included, reporting data from 1895 parents across six countries. Ten studies were cross-sectional; two included prospective data. Evidence suggested that greater frequency and severity of hypoglycemia was associated with greater parental fear of hypoglycemia, emotional distress and family burden. Children's hypoglycaemia has a negative impact on the well-being of parents, but there is an absence of evidence regarding the impact on their overall quality of life. Research into the hypoglycaemia-specific quality of life of parents is needed to explore the impact on various areas, such as social and physical dimensions.
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Affiliation(s)
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark.,The Australian Centre for Behavioral Research in Diabetes, Melbourne, Victoria, Australia.,School of Psychology, Deakin University, Geelong, Australia
| | - Hannah Chatwin
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Alison Scope
- School of Health and Related Research, University of Sheffield, UK
| | - Anna Cantrell
- School of Health and Related Research, University of Sheffield, UK
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, UK
| | - Bastiaan E de Galan
- Department of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.,Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Christel Hendrieckx
- The Australian Centre for Behavioral Research in Diabetes, Melbourne, Victoria, Australia.,School of Psychology, Deakin University, Geelong, Australia
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark.,School of Psychology, Deakin University, Geelong, Australia.,Steno Diabetes Center Odense, Odense, Denmark
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26
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Foster C, Schinasi D, Kan K, Macy M, Wheeler D, Curfman A. Remote Monitoring of Patient- and Family-Generated Health Data in Pediatrics. Pediatrics 2022; 149:e2021054137. [PMID: 35102417 PMCID: PMC9215346 DOI: 10.1542/peds.2021-054137] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/05/2021] [Indexed: 01/25/2023] Open
Abstract
In this article, we provide an overview of remote monitoring of pediatric PGHD and family-generated health data, including its current uses, future opportunities, and implementation resources.
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Affiliation(s)
- Carolyn Foster
- Division of Advanced General Pediatrics and Primary Care,
Department of Pediatrics, Feinberg School of Medicine, Northwestern University,
Chicago, Illinois
- Mary Ann & J. Milburn Smith Child Health Outcomes,
Research, and Evaluation Center
- Digital Health Programs
| | - Dana Schinasi
- Digital Health Programs
- Divisions of Pediatric Emergency Medicine
| | - Kristin Kan
- Division of Advanced General Pediatrics and Primary Care,
Department of Pediatrics, Feinberg School of Medicine, Northwestern University,
Chicago, Illinois
- Mary Ann & J. Milburn Smith Child Health Outcomes,
Research, and Evaluation Center
| | - Michelle Macy
- Mary Ann & J. Milburn Smith Child Health Outcomes,
Research, and Evaluation Center
- Digital Health Programs
- Divisions of Pediatric Emergency Medicine
| | - Derek Wheeler
- Critical Care and Hospital-Based Medicine, Ann &
Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
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27
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Divan V, Greenfield M, Morley CP, Weinstock RS. Perceived Burdens and Benefits Associated With Continuous Glucose Monitor Use in Type 1 Diabetes Across the Lifespan. J Diabetes Sci Technol 2022; 16:88-96. [PMID: 33356514 PMCID: PMC8875068 DOI: 10.1177/1932296820978769] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND Continuous glucose monitors (CGMs) help people with type 1 diabetes (T1D) improve their glycemic profiles but are underutilized. To better understand why, perceived CGM burdens and benefits in nonusers versus users with type 1 diabetes across the lifespan were assessed. METHODS Burdens (BurCGM) and benefits of CGM (BenCGM) questionnaires were completed during T1D outpatient visits (n = 1334) from February 2019 to February 2020. Mean scores were calculated (scale one to five; higher scores reflect greater perceived burdens/benefits). Data were collected from medical records including glycated hemoglobin (HbA1c) within 3 months of the visit. RESULTS Individuals of all ages using CGM described more benefits and less burdens (mean scores 4.48 and 1.69, respectively) when compared with those who were not using CGM (mean score 4.19 and 2.35, respectively) (P < .001). There were no differences in burdens or benefits by sex. Non-CGM users aged ≥50 years had higher mean BurCGM scores than those aged <50 years (P = .004); the cost was the greatest barrier in those aged 27+ years. Other burdens were readings not trusted, painful to wear, and takes too much time to use. For those aged 65+, nonusers versus users, 18.5% versus 3.1% agreed with "it was too hard to understand CGM information," and 21.4% versus 7.7% agreed that CGM causes too much worry. Mean HbA1C was lower in CGM users (8.1%) versus non-CGM users (mean A1c 9.1%; P < .001). CONCLUSIONS CGM was perceived as having more burdens and less benefits in nonusers, with differences in concerns varying across the lifespan. Lower costs and age-appropriate education are needed to address these barriers.
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Affiliation(s)
- Vidita Divan
- Department of Medicine, Upstate Medical University, Syracuse NY, USA
| | | | - Christopher P. Morley
- Public Health and Preventive Medicine, Upstate Medical University, Syracuse, NY, USA
| | - Ruth S. Weinstock
- Department of Medicine, Upstate Medical University, Syracuse NY, USA
- Ruth S. Weinstock, MD, PhD, Distinguished Service Professor, Upstate Medical University, 750 East Adams Street, CWB 353, Syracuse, NY 13210, USA.
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28
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Dennig MJ, Sommer G, Zingg T, Flück CE, Boettcher C. Stable Metabolic Control but Increased Demand for Professional Support in Children with Type 1 Diabetes in the Past Ten Years in Bern/Switzerland: A Quality Control Study. J Diabetes Res 2022; 2022:3170558. [PMID: 36034586 PMCID: PMC9402297 DOI: 10.1155/2022/3170558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 07/17/2022] [Accepted: 08/01/2022] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION Lower HbA1c targets and increasingly complex diabetes management with substantially increasing costs dominate today's type 1 diabetes therapy in children and adolescents. OBJECTIVE To evaluate metabolic control in children and adolescents with type 1 diabetes and assess associated factors, evaluate determinants for frequency of healthcare contacts, and compare actual with historical data. METHOD This cross-sectional observational study collected data on 178 children and adolescents with type 1 diabetes treated at the University Children's Hospital in Bern. RESULTS Mean HbA1c was 7.9% (63 mmol/mol), 33.1% (59/178) of children reached the target of HbA1c < 7.5% (<59 mmol/mol), and 18.0% (32/178) had an HbA1c value < 7.0% (<53 mmol/mol). Compared to historical data, stable HbA1c levels appeared with a doubled proportion of individuals using insulin pumps. Metabolic control was worse with a longer duration of diabetes and younger age at diagnosis but better when parents came from a Western European country. Age at the consultation, use of diabetes technology and native language influenced the number of healthcare contacts. Younger patients, patients using CSII, and patients without an official Swiss language as mother tongue had more consultations with a healthcare professional than older and native language individuals. CONCLUSION The metabolic targets in childhood and adolescent type 1 diabetes are still unmet despite a shift towards more technology. Our study documents a higher demand for support and supervision in specific patient groups. An investment to increase healthcare contacts could help combat the increase in total diabetes cost and significantly improve metabolic control.
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Affiliation(s)
- Michelle J. Dennig
- Department of Paediatric Endocrinology, Diabetology & Metabolism, University Children's Hospital, Inselspital, Bern, Switzerland
| | - Grit Sommer
- Department of Paediatric Endocrinology, Diabetology & Metabolism, University Children's Hospital, Inselspital, Bern, Switzerland
- Department of BioMedical Research, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Tanja Zingg
- Department of Paediatric Endocrinology, Diabetology & Metabolism, University Children's Hospital, Inselspital, Bern, Switzerland
| | - Christa E. Flück
- Department of Paediatric Endocrinology, Diabetology & Metabolism, University Children's Hospital, Inselspital, Bern, Switzerland
- Department of BioMedical Research, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Claudia Boettcher
- Department of Paediatric Endocrinology, Diabetology & Metabolism, University Children's Hospital, Inselspital, Bern, Switzerland
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29
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Glocker V, Bachmann S, Hess M, Szinnai G, Burckhardt MA. Fear of hypoglycemia and quality of life in young people with type 1 diabetes and their parents in the era of sensor glucose monitoring. Front Endocrinol (Lausanne) 2022; 13:958671. [PMID: 35966066 PMCID: PMC9367634 DOI: 10.3389/fendo.2022.958671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 07/04/2022] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION It is crucial to understand psychosocial outcomes in children and adolescents with type 1 diabetes (T1D) and their families to provide optimal family-centered care. Hence, the aim of this study was to explore psychosocial outcomes in young people with T1D and their parents using currently available glucose monitoring devices in a real-life clinic setting. METHODS Children and adolescents aged 2-18 years with T1D for more than 6 months and their parents were recruited into a cross-sectional study to complete the Hypoglycemia Fear Survey (HFS) and the Pediatric Quality of Life Inventory (PedsQL) Generic Score Scales, Diabetes Module and Family Impact Module. Demographics and diabetes-specific parameters were obtained from medicals records. RESULTS Fifty-nine children and adolescents (mean age 15.1 ± 3.0 years) and 49 parents of children (mean age of children 12.5± 3.3 years) of which 44 were child-parent dyads completed the questionnaires. Parents had a higher mean (SD) FOH total and worry subscore than children, total score was 37.9 (14.6) vs. 32.2 (11.9), p = 0.047 and worry subscore was 17.8 (10.4) vs. 12.8 (9.0), p = 0.01. Furthermore, lower parental diabetes-specific QoL score was observed in parents, 78.8 (12.2) vs. 82.7 (10.3), p=0.02. No difference in FOH and QoL between real-time continuous glucose monitoring (rtCGM) and intermittently scanned glucose monitoring (isCGM) users and users of devices with and without alerts was observed. In isCGM users (n=36 completing the child questionnaires, n=33 completing parent questionnaires), higher parental FOH and lower parental diabetes-specific QoL correlated with higher scanning frequency, r = 0.399, p = 0.021, and r = -0.464, p = 0.007 respectively. No significant correlation was documented between scanning frequency and child questionnaire scores. CONCLUSIONS Parents are more likely to perceive higher levels of psychosocial burden related to their child's diabetes than children and adolescents with T1D, especially parents of younger children. This highlights the need for family-based education and treatment resources to support parents in diabetes management in addition to rapidly advancing diabetes technology. In isCGM users, higher parental FOH and lower parent-perceived QoL correlated with a higher scanning frequency, indicating the potential impact of glucose monitoring modality on psychosocial outcomes or vice versa.
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Affiliation(s)
- Vivien Glocker
- Pediatric Endocrinology and Diabetology, University Children’s Hospital Basel, and Department of Clinical Research, University of Basel, Basel, Switzerland
- Medical School, University of Basel, Basel, Switzerland
| | - Sara Bachmann
- Pediatric Endocrinology and Diabetology, University Children’s Hospital Basel, and Department of Clinical Research, University of Basel, Basel, Switzerland
| | - Melanie Hess
- Pediatric Endocrinology and Diabetology, University Children’s Hospital Basel, and Department of Clinical Research, University of Basel, Basel, Switzerland
| | - Gabor Szinnai
- Pediatric Endocrinology and Diabetology, University Children’s Hospital Basel, and Department of Clinical Research, University of Basel, Basel, Switzerland
| | - Marie-Anne Burckhardt
- Pediatric Endocrinology and Diabetology, University Children’s Hospital Basel, and Department of Clinical Research, University of Basel, Basel, Switzerland
- *Correspondence: Marie-Anne Burckhardt,
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30
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Vijayanand S, Stevenson PG, Grant M, Choong CS, Davis EA, Abraham MB. The utility of continuous glucose monitoring systems in the management of children with persistent hypoglycaemia. J Pediatr Endocrinol Metab 2021; 34:1567-1572. [PMID: 34520640 DOI: 10.1515/jpem-2021-0414] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 09/02/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Glucose monitoring is vital in children with persistent hypoglycaemia to reduce the risk of adverse neuro-behavioural outcomes; especially in children with hyperinsulinism. The role of continuous glucose monitoring (CGM) systems in monitoring glucose levels in this cohort is limited. The objective of this study was to ascertain the effectiveness of CGM and to evaluate parents' experience of using CGM for monitoring glucose levels in children with hypoglycaemia. METHODS Retrospective analysis of sensor glucose (SG) values from Dexcom G4 CGM with paired finger-prick blood glucose (BG) values was performed to determine the accuracy of CGM. The parent experience of CGM was assessed using a questionnaire administered to families of children with congenital hyperinsulinism currently attending the clinic. RESULTS SG data from 40 children (median age 6 months) with persistent hypoglycaemia (60% Hyperinsulinism) were analysed. The mean difference between 5,650 paired BG and SG values was 0.28 mmol/L. The sensitivity and specificity of CGM to identify severe hypoglycaemia (BG < 3.0 mmol/L) were 54.3% (95% CI: 39.0%, 69.1%) and 97.4% (95% CI: 96.9%, 97.8%) respectively. Parents (n=11) reported less anxiety (n=9), better sleep at night (n=7) and preferred to use CGM for monitoring (n=9). CONCLUSIONS Although the high number of false-positive readings precludes the routine use of CGM in the evaluation of hypoglycaemia, it avoids unnecessary BG testing during normoglycaemia. It is an acceptable tool for parents for monitoring their children who are at risk of hypoglycaemia. Newer CGM systems with improved accuracy at lower glucose levels have the potential to further improve monitoring.
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Affiliation(s)
- Sathyakala Vijayanand
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Western Australia, Australia
| | - Paul G Stevenson
- Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Maree Grant
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Western Australia, Australia
| | - Catherine S Choong
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Western Australia, Australia
- The University of Western Australia, Perth, Western Australia, Australia
| | - Elizabeth A Davis
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Western Australia, Australia
- Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
- The University of Western Australia, Perth, Western Australia, Australia
| | - Mary B Abraham
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Western Australia, Australia
- Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
- The University of Western Australia, Perth, Western Australia, Australia
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Sinisterra M, Wang CH, Marks BE, Barber J, Tully C, Monaghan M, Hilliard ME, Streisand R. Patterns of Continuous Glucose Monitor Use in Young Children Throughout the First 18 Months Following Type 1 Diabetes Diagnosis. Diabetes Technol Ther 2021; 23:777-781. [PMID: 34252292 PMCID: PMC9009587 DOI: 10.1089/dia.2021.0183] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Objective: To describe sociodemographic and parent psychosocial characteristics associated with patterns of continuous glucose monitor (CGM) use across the first 18 months post-type 1 diabetes (T1D) diagnosis among young children. Methods: One hundred fifty-seven parent-child dyads enrolled in a behavioral intervention for parents of young children (1-6 years) newly diagnosed with T1D. Parents reported on baseline sociodemographic characteristics and psychosocial functioning; child CGM use was assessed at five time points during the first 18 months post-diagnosis. Results: Most participants (81.8%) used CGM at least once. Four CGM trajectories emerged (always, later/stable, inconsistent, and never). Participants with private insurance were more likely to be in the always, later/stable, or inconsistent groups versus the never group. Youth in the always and later/stable groups had lower mean HbA1c at 18 months than those in the never group. Conclusions: Given the health benefits of CGM, further exploration of barriers to CGM use in families with public health insurance is needed. ClinicalTrials.gov identifier: NCT02527525.
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Affiliation(s)
| | | | - Brynn E. Marks
- Children's National Hospital, Washington, District of Columbia, USA
| | - John Barber
- Children's National Hospital, Washington, District of Columbia, USA
- The George Washington University School of Medicine, Washington, District of Columbia, USA
| | - Carrie Tully
- Children's National Hospital, Washington, District of Columbia, USA
- The George Washington University School of Medicine, Washington, District of Columbia, USA
| | - Maureen Monaghan
- Children's National Hospital, Washington, District of Columbia, USA
- The George Washington University School of Medicine, Washington, District of Columbia, USA
| | - Marisa E. Hilliard
- Baylor College of Medicine and Texas Children's Hospital, Houston, Texas, USA
| | - Randi Streisand
- Children's National Hospital, Washington, District of Columbia, USA
- The George Washington University School of Medicine, Washington, District of Columbia, USA
- Address correspondence to: Randi Streisand, PhD, Children's National Hospital, 6th Floor Main, CRI/CTS, 111 Michigan Avenue NW, Washington, DC 20010, USA.
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Wang CH, Hilliard ME, Carreon SA, Jones J, Rooney K, Barber JR, Tully C, Monaghan M, Streisand R. Predictors of mood, diabetes-specific and COVID-19-specific experiences among parents of early school-age children with type 1 diabetes during initial months of the COVID-19 pandemic. Pediatr Diabetes 2021; 22:1071-1080. [PMID: 34369043 PMCID: PMC8447149 DOI: 10.1111/pedi.13255] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Accepted: 07/19/2021] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVE The current study explored pre-pandemic sociodemographics, medical characteristics, social/family support, and mood symptoms, and current COVID-19 experiences as predictors of mood, positive/negative diabetes-specific experiences, and COVID-19-specific distress among parents of children with type 1 diabetes during the COVID-19 pandemic. We hypothesized that parents from marginalized backgrounds, youth with higher pre-pandemic A1c and no CGM use, parents with lower pre-pandemic social/family support and more pre-pandemic mood/anxiety symptoms, and those with more negative COVID-19 experiences would have more depressive symptoms, fewer positive and more negative diabetes-specific experiences, and more COVID-19-specific distress during the initial months of the pandemic. RESEARCH DESIGN AND METHODS Participants were parents of early school-age children with type 1 diabetes (n = 100; 65% non-Hispanic, white, 92% mothers, 75% married; Mchild age = 6.74 ± 1.59 years) who had completed a behavioral intervention trial ≥6 months ago and were re-contacted in June/July 2020 to report on their COVID-19 pandemic experiences and parent psychosocial outcomes. Pre-pandemic parent mood/anxiety symptoms, family/social support, and children's medical characteristics (CGM use; MA1C = 8.17% ± 1.40%) were assessed M = 1.45 ± 0.59 years prior. RESULTS More pre-pandemic social support predicted fewer depressive symptoms, more positive diabetes-specific experiences, and less COVID-19-specific distress during the pandemic. More pre-pandemic depressive symptoms predicted more depressive symptoms during the pandemic. More life disruptions due to the pandemic were associated with more negative diabetes-specific experiences and more COVID-19-specific distress. Parents of color had more negative diabetes-specific experiences. CONCLUSIONS Social support may be particularly important to assess and address through intervention. Pediatric diabetes care providers should monitor parent experiences in relation to children's diabetes management. ClinicalTrials.gov identifier: NCT02527525.
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Affiliation(s)
| | | | | | - Jasmine Jones
- Baylor College of Medicine & Texas Children's HospitalHoustonTexasUSA
| | - KellyAnn Rooney
- Children's National HospitalWashingtonDistrict of ColumbiaUSA
| | - John R. Barber
- Children's National HospitalWashingtonDistrict of ColumbiaUSA
| | - Carrie Tully
- Children's National HospitalWashingtonDistrict of ColumbiaUSA,George Washington University School of MedicineWashingtonDistrict of ColumbiaUSA
| | - Maureen Monaghan
- Children's National HospitalWashingtonDistrict of ColumbiaUSA,George Washington University School of MedicineWashingtonDistrict of ColumbiaUSA
| | - Randi Streisand
- Children's National HospitalWashingtonDistrict of ColumbiaUSA,George Washington University School of MedicineWashingtonDistrict of ColumbiaUSA
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Lai CW, Lipman TH, Willi SM, Hawkes CP. Early Racial/Ethnic Disparities in Continuous Glucose Monitor Use in Pediatric Type 1 Diabetes. Diabetes Technol Ther 2021; 23:763-767. [PMID: 34143673 DOI: 10.1089/dia.2021.0120] [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] [Indexed: 11/13/2022]
Abstract
Racial-ethnic disparities in technology use have been described in children with type 1 diabetes (T1D). It is not known whether these emerge early in disease management. This single-center retrospective study examined disparities in continuous glucose monitor (CGM) initiation and durability in the first-year after diagnosis of T1D in children. Of 345 eligible children, 46% started CGM within their first year. In non-Hispanic white (NHW) children, 51% started using CGM versus 28% of non-Hispanic black (NHB) children (P = 0.006). After stratifying by commercial/government insurance, a proxy for socioeconomic status, this difference persisted among those with commercial insurance. One-year post-CGM initiation, 96% (125/130) of NHW children were using CGM versus 73% (11/15) of NHB children (P = 0.003). Disparities in CGM use emerge early in care of children with T1D, with lower rates of initiation and sustained use of CGM in NHB children. Strategies addressing causes of these disparities should begin early in T1D management.
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Affiliation(s)
- Charlene W Lai
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Terri H Lipman
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Steven M Willi
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Colin P Hawkes
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Paediatrics and Child Health, University College Cork, Cork, Ireland
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Allen NA, Litchman ML, Neller S, Tracy EL, de Grey RGK, Grigorian E, Helgeson VS, Berg CA. Couples Managing Type 1 Diabetes Using Diabetes Technology. Diabetes Spectr 2021; 34:378-387. [PMID: 34866871 PMCID: PMC8603131 DOI: 10.2337/ds20-0045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
OBJECTIVE Diabetes technology has improved the lives of people with diabetes (PWD), but there is little research on how insulin pumps and continuous glucose monitoring (CGM) affect couples' relationships. The purpose of this study was to examine how the use of diabetes technology affects couple interactions. METHODS In a secondary data analysis, we used a multiple-method qualitative analysis, including a constant-comparison approach, to examine similarities and differences in couple interactions related to diabetes technology. PWD and their spouses were interviewed separately, using a semi-structured interview guide; the interviews primarily focused on how couples coped with type 1 diabetes. RESULTS Participants (n = 134 couples) were using an insulin pump or CGM system. Average age was 44 ± 12.05 years for PWD and 44 ± 12.62 years for spouses. Couples' average length of relationship was 18 ± 12.50 years. Among the PWD, 54 used a pump only, 12 used CGM only, and 68 used both. Four main themes emerged: 1) diabetes technology facilitates shared diabetes management for couples, 2) diabetes technology facilitates spousal involvement in diabetes care, 3) diabetes technology is a source of relationship tension, and 4) diabetes technology causes positive/negative responses to sleep and alarms. CONCLUSION Overall, couples perceived diabetes technology as having a positive effect on their relationship by increasing collaboration, promoting communication, and reducing diabetes burden and vigilance. Technology also was perceived to increase relationship tension, lifestyle inconveniences, and positive/negative responses regarding sleep and alarms. Involvement of spouses in diabetes technology education should be considered.
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Affiliation(s)
- Nancy A. Allen
- University of Utah College of Nursing, Salt Lake City, UT
- Corresponding author: Nancy A. Allen,
| | - Michelle L. Litchman
- University of Utah College of Nursing, Salt Lake City, UT
- Utah Diabetes and Endocrinology Center, Salt Lake City, UT
| | - Sarah Neller
- University of Utah College of Nursing, Salt Lake City, UT
| | - Eunjin L. Tracy
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | | | | | - Vicki S. Helgeson
- Department of Psychology, Carnegie Mellon University, Pittsburgh, PA
| | - Cynthia A. Berg
- Department of Psychology, University of Utah, Salt Lake City, UT
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Effective Interventions to Support Self-management for Parents of Children with a Chronic Condition: A Systematic Review. Matern Child Health J 2021; 25:1842-1865. [PMID: 34655426 DOI: 10.1007/s10995-021-03244-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/24/2021] [Indexed: 10/20/2022]
Abstract
INTRODUCTION This systematic review aims to determine the efficacy of interventions to support the self-management for parents of children with a chronic condition. An overview of prior research, regardless of the children's diagnosis, is lacking. Therefore, this systematic review provides an overview of the most recent available scientific literature that describes interventions to support self-management for parents of children with a chronic condition. METHODS A systematic search of Randomised Controlled Trials (RCTs) was conducted in CENTRAL, CINAHL, EMBASE, MEDLINE and PsychInfo. Studies that describe any type of self-management intervention or a combination of self-management interventions that support parents of children with a chronic condition between 0 and 18 years were included. The interventions and results were reported, hence categorized in the four areas of self-management: medical management, adjustment of lifestyle, shared decision-making and managing the consequences of a chronic condition. RESULTS The study included 23 RCTs. Due to the heterogeneity of the included studies a meta-analysis was impossible. Twenty studies showed statistically significant effects in favour of the intervention on at least one of the outcomes. Twenty-two studies showed risk of bias. The results indicate that disease management, (parent) group training, psycho-education and the Triple P intervention are effective interventions to support self-management. There were limited studies found in the areas lifestyle adjustment and shared decision making. DISCUSSION Effective interventions to support self-management for parents of children with a chronic condition are described, but the moderate quality of the studies hampers firm conclusions.
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Development features and study characteristics of mobile health apps in the management of chronic conditions: a systematic review of randomised trials. NPJ Digit Med 2021; 4:144. [PMID: 34611287 PMCID: PMC8492762 DOI: 10.1038/s41746-021-00517-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 09/13/2021] [Indexed: 11/21/2022] Open
Abstract
COVID-19 pandemic challenges have accelerated the reliance on digital health fuelling the expanded incorporation of mobile apps into healthcare services, particularly for the management of long-term conditions such as chronic diseases (CDs). However, the impact of health apps on outcomes for CD remains unclear, potentially owing to both the poor adoption of formal development standards in the design process and the methodological quality of studies. A systematic search of randomised trials was performed on Medline, ScienceDirect, the Cochrane Library and Scopus to provide a comprehensive outlook and review the impact of health apps on CD. We identified 69 studies on diabetes (n = 29), cardiovascular diseases (n = 13), chronic respiratory diseases (n = 13), cancer (n = 10) or their combinations (n = 4). The apps rarely adopted developmental factors in the design stage, with only around one-third of studies reporting user or healthcare professional engagement. Apps differed significantly in content, with a median of eight behaviour change techniques adopted, most frequently pertaining to the ‘Feedback and monitoring’ (91%) and ‘Shaping knowledge’ (72%) categories. As for the study methodologies, all studies adopted a traditional randomised control trial (RCT) design, with relatively short follow-ups and limited sample sizes. Findings were not significant for the majority of studies across all CD, with most RCTs revealing a high risk of bias. To support the adoption of apps for CD management, this review reinforces the need for more robust development and appropriate study characteristics to sustain evidence generation and elucidate whether study results reflect the true benefits of apps or a biased estimate due to unsuitable designs.
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Fremont ER, Miller VA. Perspectives on Remote Glucose Monitoring in Youth With Type 1 Diabetes. J Pediatr Psychol 2021; 46:1276-1285. [PMID: 34333655 DOI: 10.1093/jpepsy/jsab068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE Continuous glucose monitoring (CGM) has become increasingly popular among youth with type 1 diabetes (T1D). Used with CGM, remote monitoring (RM) gives caregivers real-time access to patients' glucose values. Whereas RM may safeguard against hypo- and hyperglycemic events, little is known about how older children and adolescents, who are striving for independence, and their parents view the RM aspect of CGM. The goal of this study was to describe and explore parent and youth perceptions of RM. METHODS Youth with T1D and their parents participated separately in semi-structured interviews 2 months after starting CGM. Questions focused on decisions to use and experiences with RM. RESULTS Analysis of 43 parents and 41 youth (13.79 years ± 2.82) interviews revealed four themes, with 10 subthemes. Seven subthemes emerged in parent and youth interviews, and three emerged exclusively in parent interviews. The overarching themes included the impact of RM on (1) peace-of-mind, (2) parental anxiety, (3) communication; and addressed (4) technological limitations that prevented some from using RM. Regardless of youth age, youth and parents found comfort in parental knowledge of glucose values and parental abilities to assist youth (e.g., giving reminders to eat). Whereas RM could lead to conflicts due to excessive communication (e.g., texting), conflicts could be resolved through iterative parent-youth conversations. CONCLUSION RM may facilitate youth independence by providing a way for them to stay connected to their support system while acquiring developmentally appropriate skills. However, families should have iterative discussions about boundaries to mitigate parental over-involvement.
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Affiliation(s)
| | - Victoria A Miller
- Children's Hospital of Philadelphia.,Perelman School of Medicine at the University of Pennsylvania
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Gao Y, Huang Y, Chen J, Liu Y, Xu Y, Ning X. A Novel Luminescent "Nanochip" as a Tandem Catalytic System for Chemiluminescent Detection of Sweat Glucose. Anal Chem 2021; 93:10593-10600. [PMID: 34291923 DOI: 10.1021/acs.analchem.1c01798] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Accurate sweat glucose detection is a promising alternative to invasive finger-prick blood tests, allowing for self-monitoring of blood glucose with good patient compliance. In this study, we have developed a tandem catalytic system, termed as a luminescent "nanochip" (LAON), which was composed of gold nanoparticles (AuNPs) and N-(aminobutyl)-N-(ethylisoluminol) (ABEI)-engineered oxygen-doped carbon nitride (O-g-C3N4), for chemiluminescent detection of sweat glucose. The LAON exhibits dual catalytic activity of glucose oxidase and peroxidase and can not only oxidize glucose to generate H2O2 but catalyze H2O2-mediated luminol chemiluminescence, resulting in sensitive detection of glucose. We identify that the LAON can precisely detect glucose with a detection limit of 0.1 μM, enabling us to measure glucose levels in different biological samples. Particularly, the LAON is capable of sensitively and accurately monitoring dynamic changes in sweat glucose during exercise. Therefore, the LAON provides an alternative approach to supersede invasive blood tests and may improve the management of diabetes mellitus.
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Affiliation(s)
- Ya Gao
- National Laboratory of Solid State Microstructures, Collaborative Innovation Center of Advanced Microstructures, Chemistry and Biomedicine Innovation Center, College of Engineering and Applied Sciences, Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing 210093, China
| | - Yu Huang
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu 610064, China
| | - Jianmei Chen
- National Laboratory of Solid State Microstructures, Collaborative Innovation Center of Advanced Microstructures, Chemistry and Biomedicine Innovation Center, College of Engineering and Applied Sciences, Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing 210093, China
| | - Yuhang Liu
- National Laboratory of Solid State Microstructures, Collaborative Innovation Center of Advanced Microstructures, Chemistry and Biomedicine Innovation Center, College of Engineering and Applied Sciences, Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing 210093, China
| | - Yurui Xu
- National Laboratory of Solid State Microstructures, Collaborative Innovation Center of Advanced Microstructures, Chemistry and Biomedicine Innovation Center, College of Engineering and Applied Sciences, Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing 210093, China
| | - Xinghai Ning
- National Laboratory of Solid State Microstructures, Collaborative Innovation Center of Advanced Microstructures, Chemistry and Biomedicine Innovation Center, College of Engineering and Applied Sciences, Jiangsu Key Laboratory of Artificial Functional Materials, Nanjing University, Nanjing 210093, China
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Barbed Ferrández SM, Montaner Gutiérrez T, Larramona Ballarín G, Ferrer Lozano M, Lou Francés GM. Impact on the well-being perceived by caregivers of children and adolescents with type 1 diabetes following the use of interstitial glucose measurement systems. ENDOCRINOL DIAB NUTR 2021; 68:243-250. [PMID: 34266636 DOI: 10.1016/j.endien.2019.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2019] [Accepted: 11/22/2019] [Indexed: 10/21/2022]
Abstract
INTRODUCTION Type 1 diabetes mellitus (DM-1) is one of the most common chronic childhood diseases, and it is essential to optimize glycemic control in order to avoid complications. For years, interstitial glucose measurement systems (MGI systems) have been among the new technologies at the forefront of self-care. OBJECTIVES To determine the impact on the well-being of the caregivers of patients with DM-1 under 18 years of age, controlled at a Pediatric Diabetes Unit of a third level hospital, of the use of MGI systems. MATERIAL AND METHODS This was an observational, descriptive and analytical cohort study based on a questionnaire completed by the patients' caregivers, as well as from the patient's clinical history. RESULTS There were 120 participants (55.5% males), with a mean age 13.20 +/- 3.71 years and mean glycosylated haemoglobin (HbA1c) 7.36% +/- 0.90. 52.5% of the sample used MGI systems. The caregivers of patients using MGI systems showed significantly higher scores (p < 0.05) regarding well-being, compared to the caregivers of patients not using this technology. In the former, a significant improvement (p < 0.05) in these variables with respect to the values prior to the beginning of their use was observed. CONCLUSIONS The use of MGI systems for diabetes self-management in our study led to a greater sense of well-being on the part of caregivers compared with before their introduction, as well as in comparison with those who continued to perform measurements using daily capillary glycemias.
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Grunberger G, Sherr J, Allende M, Blevins T, Bode B, Handelsman Y, Hellman R, Lajara R, Roberts VL, Rodbard D, Stec C, Unger J. American Association of Clinical Endocrinology Clinical Practice Guideline: The Use of Advanced Technology in the Management of Persons With Diabetes Mellitus. Endocr Pract 2021; 27:505-537. [PMID: 34116789 DOI: 10.1016/j.eprac.2021.04.008] [Citation(s) in RCA: 136] [Impact Index Per Article: 45.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 04/16/2021] [Accepted: 04/19/2021] [Indexed: 02/08/2023]
Abstract
OBJECTIVE To provide evidence-based recommendations regarding the use of advanced technology in the management of persons with diabetes mellitus to clinicians, diabetes-care teams, health care professionals, and other stakeholders. METHODS The American Association of Clinical Endocrinology (AACE) conducted literature searches for relevant articles published from 2012 to 2021. A task force of medical experts developed evidence-based guideline recommendations based on a review of clinical evidence, expertise, and informal consensus, according to established AACE protocol for guideline development. MAIN OUTCOME MEASURES Primary outcomes of interest included hemoglobin A1C, rates and severity of hypoglycemia, time in range, time above range, and time below range. RESULTS This guideline includes 37 evidence-based clinical practice recommendations for advanced diabetes technology and contains 357 citations that inform the evidence base. RECOMMENDATIONS Evidence-based recommendations were developed regarding the efficacy and safety of devices for the management of persons with diabetes mellitus, metrics used to aide with the assessment of advanced diabetes technology, and standards for the implementation of this technology. CONCLUSIONS Advanced diabetes technology can assist persons with diabetes to safely and effectively achieve glycemic targets, improve quality of life, add greater convenience, potentially reduce burden of care, and offer a personalized approach to self-management. Furthermore, diabetes technology can improve the efficiency and effectiveness of clinical decision-making. Successful integration of these technologies into care requires knowledge about the functionality of devices in this rapidly changing field. This information will allow health care professionals to provide necessary education and training to persons accessing these treatments and have the required expertise to interpret data and make appropriate treatment adjustments.
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Affiliation(s)
| | - Jennifer Sherr
- Yale University School of Medicine, New Haven, Connecticut
| | - Myriam Allende
- University of Puerto Rico School of Medicine, San Juan, Puerto Rico
| | | | - Bruce Bode
- Atlanta Diabetes Associates, Atlanta, Georgia
| | | | - Richard Hellman
- University of Missouri-Kansas City School of Medicine, Kansas City, Missouri
| | | | | | - David Rodbard
- Biomedical Informatics Consultants, LLC, Potomac, Maryland
| | - Carla Stec
- American Association of Clinical Endocrinology, Jacksonville, Florida
| | - Jeff Unger
- Unger Primary Care Concierge Medical Group, Rancho Cucamonga, California
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Datye KA, Tilden DR, Parmar AM, Goethals ER, Jaser SS. Advances, Challenges, and Cost Associated with Continuous Glucose Monitor Use in Adolescents and Young Adults with Type 1 Diabetes. Curr Diab Rep 2021; 21:22. [PMID: 33991264 PMCID: PMC8575075 DOI: 10.1007/s11892-021-01389-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/27/2021] [Indexed: 02/06/2023]
Abstract
PURPOSE OF REVIEW Continuous glucose monitors (CGM) are transforming diabetes management, yet adolescents and young adults (AYA) with type 1 diabetes (T1D) do not experience the same benefits seen with CGM use in adults. The purpose of this review is to explore advances, challenges, and the financial impact of CGM use in AYA with T1D. RECENT FINDINGS CGM studies in young adults highlight challenges and suggest unique barriers to CGM use in this population. Recent studies also demonstrate differences in CGM use related to race and ethnicity, raising questions about potential bias and emphasizing the importance of patient-provider communication. Cost of these devices remains a significant barrier, especially in countries without nationalized reimbursement of CGM. More research is needed to understand and address the differences in CGM utilization and to increase the accessibility of CGM therapy given the significant potential benefits of CGM in this high-risk group.
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Affiliation(s)
- Karishma A Datye
- Ian M. Burr Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Vanderbilt University Medical Center, 1500 21st Ave. South Suite 1514, Nashville, TN, 37212-3157, USA.
| | - Daniel R Tilden
- Ian M. Burr Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Vanderbilt University Medical Center, 1500 21st Ave. South Suite 1514, Nashville, TN, 37212-3157, USA
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Angelee M Parmar
- Ian M. Burr Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Vanderbilt University Medical Center, 1500 21st Ave. South Suite 1514, Nashville, TN, 37212-3157, USA
| | - Eveline R Goethals
- Ian M. Burr Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Vanderbilt University Medical Center, 1500 21st Ave. South Suite 1514, Nashville, TN, 37212-3157, USA
| | - Sarah S Jaser
- Ian M. Burr Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Vanderbilt University Medical Center, 1500 21st Ave. South Suite 1514, Nashville, TN, 37212-3157, USA
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Oikonomidi T, Ravaud P, James A, Cosson E, Montori V, Tran VT. An International, Mixed-Methods Study of the Perceived Intrusiveness of Remote Digital Diabetes Monitoring. Mayo Clin Proc 2021; 96:1236-1247. [PMID: 33487438 DOI: 10.1016/j.mayocp.2020.07.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 07/06/2020] [Accepted: 07/23/2020] [Indexed: 10/22/2022]
Abstract
OBJECTIVE To assess the relationship between remote digital monitoring (RDM) modalities for diabetes and intrusiveness in patients' lives. PATIENTS AND METHODS Online vignette-based survey (February 1 through July 1, 2019). Adults with diabetes (type 1, 2, or subtypes such as latent autoimmune diabetes of adulthood) assessed three randomly selected vignettes among 36 that combined different modalities for monitoring tools (three options: glucose- and physical activity [PA]-monitoring only, or glucose- and PA-monitoring with occasional or regular food monitoring), duration/feedback loops (six options: monitoring for a week before all vs before specific consultations with feedback given in consultation, vs monitoring permanently, with real-time feedback by one's physician vs by anoter caregiver, vs monitoring permanently, with real-time, artificial intelligence-generated treatment feedback vs treatment and lifestyle feedback), and data handling (two options: by the public vs private sector). We compared intrusiveness (assessed on a 5-point scale) across vignettes and used linear mixed models to identify intrusiveness determinants. We collected qualitative data to identify aspects that drove participants' perception of intrusiveness. RESULTS Overall, 1010 participants from 30 countries provided 2860 vignette-assessments (52% were type 1 diabetes). The monitoring modalities associated with increased intrusiveness were food monitoring compared with glucose- and PA-monitoring alone (β=0.34; 95% CI, 0.26 to 0.42; P<.001) and permanent monitoring with real-time physician-generated feedback compared with monitoring for a week with feedback in consultation (β=0.25; 95% CI, 0.16 to 0.34, P<.001). Public-sector data handling was associated with decreased intrusiveness as compared with private-sector (β=-0.15; 95% CI, -0.22 to -0.09; P<.001). Four drivers of intrusiveness emerged from the qualitative analysis: practical/psychosocial burden (eg, RDM attracting attention in public), control, data safety/misuse, and dehumanization of care. CONCLUSION RDM is intrusive when it includes food monitoring, real-time human feedback, and private-sector data handling.
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Affiliation(s)
- Theodora Oikonomidi
- Université de Paris, CRESS, INSERM, INRA, Paris, France; Clinical Epidemiology Unit, Hôtel-Dieu Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France.
| | - Philippe Ravaud
- Université de Paris, CRESS, INSERM, INRA, Paris, France; Clinical Epidemiology Unit, Hôtel-Dieu Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY
| | - Arthur James
- Université de Paris, CRESS, INSERM, INRA, Paris, France; Clinical Epidemiology Unit, Hôtel-Dieu Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Emmanuel Cosson
- Sorbonne Paris Nord, Sorbonne Paris Cité, AP-HP, Avicenne Hospital, Department of Endocrinology, CRNH-IdF, CINFO, Bobigny, France; Sorbonne Paris Nord, CRESS, UMR 1153 INSERM/U1125 INRA/CNAM, Unité de Recherche Epidémiologique Nutritionnelle, Bobigny, France
| | - Victor Montori
- Department of Health and Human Services, Center for Evidence and Practice Improvement of the Agency for Healthcare Research and Quality, Rockville, MD; Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, MN
| | - Viet-Thi Tran
- Université de Paris, CRESS, INSERM, INRA, Paris, France; Clinical Epidemiology Unit, Hôtel-Dieu Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
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Lin R, Brown F, James S, Jones J, Ekinci E. Continuous glucose monitoring: A review of the evidence in type 1 and 2 diabetes mellitus. Diabet Med 2021; 38:e14528. [PMID: 33496979 DOI: 10.1111/dme.14528] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 12/24/2020] [Accepted: 01/20/2021] [Indexed: 12/17/2022]
Abstract
CONTEXT AND AIM Continuous glucose monitoring (CGM) is becoming widely accepted as an adjunct to diabetes management. Compared to standard care, CGM can provide detailed information about glycaemic variability in an internationally standardised ambulatory glucose profile, enabling more informed user and clinician decision making. We aimed to review the evidence, user experience and cost-effectiveness of CGM. METHODS A literature search was conducted by combining subject headings 'CGM' and 'flash glucose monitoring', with key words 'type 1 diabetes' and 'type 2 diabetes', limited to '1999 to current'. Further evidence was obtained from relevant references of retrieved articles. RESULTS There is a strong evidence for CGM use in people with type 1 diabetes, with benefits of reduced glycated haemoglobin and hypoglycaemia, and increased time in range. While the evidence for CGM use in type 2 diabetes is less robust, similar benefits have been demonstrated. CGM can improve diabetes-related satisfaction in people with diabetes (PWD) and parents of children with diabetes, as well as the clinician experience. However, CGM does have limitations including cost, accuracy and perceived inconvenience. Cost-effectiveness analyses have indicated that CGM is a cost-effective adjunct to type 1 diabetes management that is associated with reduced diabetes-related complications and hospitalisation. CONCLUSIONS Continuous glucose monitoring is revolutionising diabetes management. It is a cost-effective adjunct to diabetes management that has the potential to improve glycaemic outcomes and quality of life in PWD, especially type 1 diabetes.
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MESH Headings
- Blood Glucose/analysis
- Blood Glucose Self-Monitoring/economics
- Blood Glucose Self-Monitoring/instrumentation
- Cost-Benefit Analysis/statistics & numerical data
- Diabetes Complications/epidemiology
- Diabetes Mellitus, Type 1/blood
- Diabetes Mellitus, Type 1/economics
- Diabetes Mellitus, Type 1/epidemiology
- Diabetes Mellitus, Type 1/therapy
- Diabetes Mellitus, Type 2/blood
- Diabetes Mellitus, Type 2/economics
- Diabetes Mellitus, Type 2/epidemiology
- Diabetes Mellitus, Type 2/therapy
- Glycated Hemoglobin/analysis
- Glycemic Control/economics
- Glycemic Control/instrumentation
- Glycemic Control/statistics & numerical data
- History, 20th Century
- History, 21st Century
- Hospitalization/statistics & numerical data
- Humans
- Patient Satisfaction/statistics & numerical data
- Quality of Life
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Affiliation(s)
- Rose Lin
- Department of Endocrinology, Austin Health, Heidelberg, Vic., Australia
- Department of Medicine, Austin Health, Heidelberg, Vic., Australia
| | - Fran Brown
- Melbourne Diabetes Education and Support, Heidelberg Heights, Vic., Australia
| | - Steven James
- School of Nursing, Midwifery and Paramedicine, University of the Sunshine Coast, Petrie, Qld, Australia
| | - Jessica Jones
- Department of Medicine, Austin Health, Heidelberg, Vic., Australia
- Melbourne Medical School, University of Melbourne (Austin Campus), Melbourne, Vic., Australia
| | - Elif Ekinci
- Department of Endocrinology, Austin Health, Heidelberg, Vic., Australia
- Department of Medicine, Austin Health, Heidelberg, Vic., Australia
- Melbourne Medical School, University of Melbourne (Austin Campus), Melbourne, Vic., Australia
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Collyns OJ, Meier RA, Betts ZL, Chan DSH, Frampton C, Frewen CM, Hewapathirana NM, Jones SD, Roy A, Grosman B, Kurtz N, Shin J, Vigersky RA, Wheeler BJ, de Bock MI. Improved Glycemic Outcomes With Medtronic MiniMed Advanced Hybrid Closed-Loop Delivery: Results From a Randomized Crossover Trial Comparing Automated Insulin Delivery With Predictive Low Glucose Suspend in People With Type 1 Diabetes. Diabetes Care 2021; 44:969-975. [PMID: 33579715 DOI: 10.2337/dc20-2250] [Citation(s) in RCA: 138] [Impact Index Per Article: 46.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 01/15/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To study the MiniMed Advanced Hybrid Closed-Loop (AHCL) system, which includes an algorithm with individualized basal target set points, automated correction bolus function, and improved Auto Mode stability. RESEARCH DESIGN AND METHODS This dual-center, randomized, open-label, two-sequence crossover study in automated-insulin-delivery-naive participants with type 1 diabetes (aged 7-80 years) compared AHCL to sensor-augmented pump therapy with predictive low glucose management (SAP + PLGM). Each study phase was 4 weeks, preceded by a 2- to 4-week run-in and separated by a 2-week washout. RESULTS The study was completed by 59 of 60 people (mean age 23.3 ± 14.4 years). Time in target range (TIR) 3.9-10 mmol/L (70-180 mg/dL) favored AHCL over SAP + PLGM (70.4 ± 8.1% vs. 57.9 ± 11.7%) by 12.5 ± 8.5% (P < 0.001), with greater improvement overnight (18.8 ± 12.9%, P < 0.001). All age-groups (children [7-13 years], adolescents [14-21 years], and adults [>22 years]) demonstrated improvement, with adolescents showing the largest improvement (14.4 ± 8.4%). Mean sensor glucose (SG) at run-in was 9.3 ± 0.9 mmol/L (167 ± 16.2 mg/dL) and improved with AHCL (8.5 ± 0.7 mmol/L [153 ± 12.6 mg/dL], P < 0.001), but deteriorated during PLGM (9.5 ± 1.1 mmol/L [17 ± 19.8 mg/dL], P < 0.001). TIR was optimal when the algorithm set point was 5.6 mmol/L (100 mg/dL) compared with 6.7 mmol/L (120 mg/dL), 72.0 ± 7.9% vs. 64.6 ± 6.9%, respectively, with no additional hypoglycemia. Auto Mode was active 96.4 ± 4.0% of the time. The percentage of hypoglycemia at baseline (<3.9 mmol/L [70 mg/dL] and ≤3.0 mmol/L [54 mg/dL]) was 3.1 ± 2.1% and 0.5 ± 0.6%, respectively. During AHCL, the percentage time at <3.9 mmol/L (70 mg/dL) improved to 2.1 ± 1.4% (P = 0.034) and was statistically but not clinically reduced for ≤3.0 mmol/L (54 mg/dL) (0.5 ± 0.5%; P = 0.025). There was one episode of mild diabetic ketoacidosis attributed to an infusion set failure in combination with an intercurrent illness, which occurred during the SAP + PLGM arm. CONCLUSIONS AHCL with automated correction bolus demonstrated significant improvement in glucose control compared with SAP + PLGM. A lower algorithm SG set point during AHCL resulted in greater TIR, with no increase in hypoglycemia.
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Affiliation(s)
| | - Renee A Meier
- Christchurch Clinical Studies Trust, Christchurch, New Zealand
| | - Zara L Betts
- Christchurch Clinical Studies Trust, Christchurch, New Zealand
| | | | | | - Carla M Frewen
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | | | - Shirley D Jones
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | | | | | | | | | | | - Benjamin J Wheeler
- Southern District Health Board, Dunedin, New Zealand.,Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Martin I de Bock
- Canterbury District Health Board, Christchurch, New Zealand .,University of Otago, Christchurch, New Zealand
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45
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Elbalshy M, Boucher S, Galland B, Haszard JJ, Crocket H, Wiltshire E, Jefferies C, de Bock MI, Tomlinson P, Jones S, Wheeler BJ. The MiaoMiao study: can do-it-yourself continuous glucose monitoring technology improve fear of hypoglycaemia in parents of children affected by type 1 diabetes? J Diabetes Metab Disord 2021; 19:1647-1658. [PMID: 33553041 DOI: 10.1007/s40200-020-00671-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 10/20/2020] [Indexed: 01/12/2023]
Abstract
Purpose Type 1 diabetes (T1D) is one of the most common chronic diseases of childhood and comes with considerable management and psychological burden for children and their families. Fear of hypoglycaemia (FOH), particularly nocturnal hypoglycaemia, is a common worry. Continuous glucose monitoring (CGM) is a tool that may help reduce FOH, as well as reduce overall diabetes burden. However, CGM systems are expensive and often not publicly funded or subsidised. MiaoMiao (MM) is a novel relatively affordable third-party add-on technology to intermittently scanned CGM (isCGM). MM allows users to convert their isCGM to a form of "Do-it-yourself" (DIY)-CGM. Our hypothesis is that MM-CGM will result in significant reduction in parental fear from hypoglycaemia. The primary objective is to determine the impact of real-time DIY-CGM on parental fear of hypoglycaemia using Hypoglycaemia Fear Survey (HFS). Methods This is a multisite randomised cross-over study of 55 New Zealand children (ages 2-13 years) with established T1D and current users of isCGM (Abbott FreeStyle Libre). DIY-CGM will be compared to usual care with isCGM. Participants will be randomised to either arm of the study for 6 weeks followed by a 4-week wash-out period before crossing over to the other study arm for a further 6 weeks. Discussion The results of this study will provide much needed clinical trial data regarding DIY-CGM effectiveness in reducing parental FOH, as measured by HFS, as well as various other secondary outcomes including traditional glycaemic metrics, and child and caregiver sleep. The trial was registered with the Australian New Zealand Clinical Trials Registry (ACTRN 12619001551189) on 18 November 2019, and the World Health Organisation International Clinical Trial Registry Platform (Universal Trial Number U1111-1236-9189).
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Affiliation(s)
- Mona Elbalshy
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand
| | - Sara Boucher
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand
| | - Barbara Galland
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand
| | - Jillian J Haszard
- Department of Human Nutrition, Division of Sciences, University of Otago, PO Box56, Dunedin, 9054 New Zealand
| | - Hamish Crocket
- Te Huataki Waiora School of Health, Sport & Human Performance, University of Waikato, TT Building Hillcrest Rd, Hillcrest, Hamilton, 3240 New Zealand
| | - Esko Wiltshire
- Department of Paediatrics and Child Health, University of Otago Wellington, Wellington, 23A Mein Street, Newtown, Wellington, 6021 New Zealand.,Paediatrics and Child Health, Capital and Coast District Health Board, Wellington, New Zealand
| | - Craig Jefferies
- Paediatric Endocrinology, Starship Children's Health, 2 Park Road, Grafton, Auckland, 1023 New Zealand.,Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Martin I de Bock
- Department of Paediatrics, University of Otago Christchurch, 2 Riccarton Ave, Christchurch Central City, Christchurch 8011 New Zealand.,Department of Paediatrics, Canterbury District Health Board, Christchurch, New Zealand
| | - Paul Tomlinson
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand.,Paediatric Endocrinology, Southern District Health Board, Dunedin, New Zealand
| | - Shirley Jones
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand
| | - Benjamin J Wheeler
- Department of Women's and Children's Health, Otago Medical School, Dunedin Campus, University of Otago, 201 Great King St, Dunedin, Otago 9016 New Zealand.,Paediatric Endocrinology, Southern District Health Board, Dunedin, New Zealand
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46
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Oikonomidi T, Ravaud P, Cosson E, Montori V, Tran VT. Evaluation of Patient Willingness to Adopt Remote Digital Monitoring for Diabetes Management. JAMA Netw Open 2021; 4:e2033115. [PMID: 33439263 PMCID: PMC7807289 DOI: 10.1001/jamanetworkopen.2020.33115] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 11/18/2020] [Indexed: 01/21/2023] Open
Abstract
Importance Patients will decide whether to adopt remote digital monitoring (RDM) for diabetes by weighing its health benefits against the inconvenience it may cause. Objective To identify the minimum effectiveness patients report they require to adopt 36 different RDM scenarios. Design, Setting, and Participants This survey study was conducted among adults with type 1 or type 2 diabetes living in 30 countries from February to July 2019. Exposures Survey participants assessed 3 randomly selected scenarios from a total of 36. Scenarios described different combinations of digital monitoring tools (glucose, physical activity, food monitoring), duration and feedback loops (feedback in consultation vs real-time telefeedback by a health care professional or by artificial intelligence), and data handling modalities (by a public vs private company), reflecting different degrees of RDM intrusiveness in patients' personal lives. Main Outcomes and Measures Participants assessed the minimum effectiveness for 2 diabetes-related outcomes (reducing hypoglycemic episodes and preventing ophthalmologic complications) for which they would adopt each RDM (from much less effective to much more effective than their current monitoring). Results Of 1577 individuals who consented to participate, 1010 (64%; 572 [57%] women, median [interquartile range] age, 51 [37-63] years, 524 [52%] with type 1 diabetes) assessed at least 1 vignette. Overall, 2860 vignette assessments were collected. In 1025 vignette assessments (36%), participants would adopt RDM only if it was much more effective at reducing hypoglycemic episodes compared with their current monitoring; in 1835 assessments (65%), participants would adopt RDM if was just as or somewhat more effective. The main factors associated with required effectiveness were food monitoring (β = 0.32; SE, 0.12; P = .009), real-time telefeedback by a health care professional (β = 0.49; SE, 0.15; P = .001), and perceived intrusiveness (β = 0.36; SE, 0.06; P < .001). Minimum required effectiveness varied among participants; 34 of 36 RDM scenarios (94%) were simultaneously required to be just as or less effective by at least 25% of participants and much more effective by at least 25% of participants. Results were similar for participant assessments of scenarios regarding the prevention of ophthalmologic complications. Conclusions and Relevance The findings of this study suggest that patients require greater health benefits to adopt more intrusive RDM modalities, food monitoring, and real-time feedback by a health care professional. Patient monitoring devices should be designed to be minimally intrusive. The variability in patients' requirements points to a need for shared decision-making.
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Affiliation(s)
- Theodora Oikonomidi
- Université de Paris, Centre of Research in Epidemiology and Statistics, French National Institute of Health and Medical Research, National Institute for Agricultural Research, Paris, France
- Clinical Epidemiology Unit, Hôtel-Dieu Hospital, Assistance Publique–Hôpitaux de Paris, Paris, France
| | - Philippe Ravaud
- Université de Paris, Centre of Research in Epidemiology and Statistics, French National Institute of Health and Medical Research, National Institute for Agricultural Research, Paris, France
- Clinical Epidemiology Unit, Hôtel-Dieu Hospital, Assistance Publique–Hôpitaux de Paris, Paris, France
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - Emmanuel Cosson
- Sorbonne Paris Nord, Sorbonne Paris Cité, Assistance Publique–Hôpitaux de Paris, Avicenne Hospital, Department of Endocrinology, Research Centre in Human Nutrition–Ile de France, North Ile-de-France Integrated Obesity Centre, Bobigny, France
- Sorbonne Paris Nord, Centre of Research in Epidemiology and Statistics, Research Unit 1153, French National Institute of Health and Medical Research, U1125 National Institute for Agricultural Research, National Conservatory of Arts and Crafts, Bobigny, France
| | - Victor Montori
- Department of Health and Human Services, Center for Evidence and Practice Improvement of the Agency for Healthcare Research and Quality, Rockville, Maryland
- Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, Minnesota
| | - Viet Thi Tran
- Université de Paris, Centre of Research in Epidemiology and Statistics, French National Institute of Health and Medical Research, National Institute for Agricultural Research, Paris, France
- Clinical Epidemiology Unit, Hôtel-Dieu Hospital, Assistance Publique–Hôpitaux de Paris, Paris, France
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47
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Lai CW, Lipman TH, Willi SM, Hawkes CP. Racial and Ethnic Disparities in Rates of Continuous Glucose Monitor Initiation and Continued Use in Children With Type 1 Diabetes. Diabetes Care 2021; 44:255-257. [PMID: 33177169 DOI: 10.2337/dc20-1663] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 10/21/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Racial/ethnic disparities in continuous glucose monitor (CGM) use exist among children with type 1 diabetes. It is not known whether differential rates of device initiation or sustained use are the cause of this disparity. Our objective was to compare CGM initiation rates and continued use among non-Hispanic White (NHW), non-Hispanic Black (NHB), and Hispanic children. RESEARCH DESIGN AND METHODS We conducted a retrospective review including children with type 1 diabetes attending the Children's Hospital of Philadelphia between 1 January 2015 and 31 December 2018. RESULTS Of 1,509 eligible children, 726 (48%) started CGM during the study period. More NHW (54%) than NHB (31%) and Hispanic (33%) children started CGM (P < 0.001). One year after starting, fewer NHB (61%) than NHW (86%) and Hispanic (85%) children were using CGM (P < 0.001). CONCLUSIONS Lower CGM use in NHB children was due to lower rates of device initiation and higher rates of discontinuation. Interventions to address both of these barriers are needed to reduce disparities in CGM use.
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Affiliation(s)
- Charlene W Lai
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Terri H Lipman
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, PA.,School of Nursing, University of Pennsylvania, Philadelphia, PA
| | - Steven M Willi
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, PA.,Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Colin P Hawkes
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, PA .,Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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48
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Roze S, Isitt JJ, Smith-Palmer J, Lynch P, Klinkenbijl B, Zammit G, Benhamou PY. Long-Term Cost-Effectiveness the Dexcom G6 Real-Time Continuous Glucose Monitoring System Compared with Self-Monitoring of Blood Glucose in People with Type 1 Diabetes in France. Diabetes Ther 2021; 12:235-246. [PMID: 33165838 PMCID: PMC7651823 DOI: 10.1007/s13300-020-00959-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 10/23/2020] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION The aim was to determine the long-term cost-effectiveness of the Dexcom G6 real-time continuous glucose monitoring (RT-CGM) system versus self-monitoring of blood glucose (SMBG) in adults with type 1 diabetes (T1D) in France. METHODS The analysis was performed using the IQVIA Core Diabetes Model and utilized clinical input data from the DIAMOND clinical trial in adults with T1D. Simulated patients were assumed to have a mean baseline HbA1c of 8.6%, and those in the RT-CGM arm were assumed to have a HbA1c reduction of 1.0% compared with 0.4% in the SMBG arm. A quality of life (QoL) benefit associated with a reduced fear of hypoglycemia (FoH) and elimination of the requirement for fingerstick testing in the RT-CGM arm was also applied. RESULTS The G6 RT-CGM system was associated with an incremental gain in quality-adjusted life expectancy of 1.38 quality-adjusted life years (QALYs) compared with SMBG (10.64 QALYs versus 9.23 QALYs). Total mean lifetime costs were 21,087 euros higher with RT-CGM (148,077 euros versus 126,990 euros), resulting in an incremental cost-effectiveness ratio of 15,285 euros per QALY gained. CONCLUSIONS In France, based on a willingness-to-pay threshold of 50,000 euros per QALY gained, the use of the G6 RT-CGM system is cost-effective relative to SMBG for adults with long-standing T1D, driven primarily by improved glycemic control and the QoL benefit associated with reduced FoH and elimination of the requirement for fingerstick testing.
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Affiliation(s)
| | | | | | | | | | | | - Pierre-Yves Benhamou
- Department of Endocrinology, Grenoble Alpes University Hospital, Grenoble, France
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49
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Franceschi R, Micheli F, Mozzillo E, Cauvin V, Liguori A, Soffiati M, Giani E. Intermittently Scanned and Continuous Glucose Monitor Systems: A Systematic Review on Psychological Outcomes in Pediatric Patients. Front Pediatr 2021; 9:660173. [PMID: 34026692 PMCID: PMC8131655 DOI: 10.3389/fped.2021.660173] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 04/06/2021] [Indexed: 11/30/2022] Open
Abstract
Aim: To explore the impact of real-time continuous glucose monitoring (rtCGMs) or intermittently scanned/viewed CGM (isCGM) on psychological outcomes in children and caregivers, and to grade the level of evidence. Method: Systematic review of the literature from PubMed, Embase, Cochrane Library, Web of Science, CINAHL, Nursing reference center, Up to date, Google Scholar, and PsycINFO databases. The studies selected used validated questionnaires for investigating the psychological outcomes. We applied GRADE (Grading of Recommendations Assessment, Development and Evaluation) to rank the quality of a body of evidence. Results: A total of 192 studies were identified in the initial search and after the process of evaluation 25 studies were selected as appropriate to be included in this systematic review. We found in moderate quality studies that isCGM in adolescents can improve diabetes related distress, family conflicts, fear of hypoglycemia, and quality of life, while depression, anxiety, and quality of sleep have not yet been evaluated by validated questionnaires. In moderate-high quality studies, rtCGM technology does not impact on diabetes burden, diabetes specific family conflict, and depressive symptoms. The effect on fear of hypoglycemia, sleep quality, and anxiety is still debated and RCT studies powered to find significant results in psychological outcomes are lacking. RtCGM increases satisfaction and quality of life in parents and patients wearing rtCGM. Conclusion: these data present an interesting point to consider when families are deciding whether or not to start CGM use, choosing between rtCGM to reach a tighter metabolic control, or isCGM which allows greater benefits on psychological outcomes.
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Affiliation(s)
| | | | - Enza Mozzillo
- Section of Pediatrics, Department of Translational Medical Science, Regional Center of Pediatric Diabetes, Federico II University of Naples, Naples, Italy
| | | | | | | | - Elisa Giani
- Humanitas Clinical and Research Center, Rozzano, Italy
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50
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Kamusheva M, Tachkov K, Dimitrova M, Mitkova Z, García-Sáez G, Hernando ME, Goettsch W, Petrova G. A Systematic Review of Collective Evidences Investigating the Effect of Diabetes Monitoring Systems and Their Application in Health Care. Front Endocrinol (Lausanne) 2021; 12:636959. [PMID: 33796074 PMCID: PMC8008960 DOI: 10.3389/fendo.2021.636959] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 02/11/2021] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION Diabetes monitoring systems (DMS) are a possible approach for regular control of glucose levels in patients with Type 1 or 2 diabetes in order to improve therapeutic outcomes or to identify and modify inappropriate patient behaviors in a timely manner. Despite the significant number of studies observing the DMS, no collective evidence is available about the effect of all devices. GOAL To review and consolidate evidences from multiple systematic reviews on the diabetes monitoring systems and the outcomes achieved. MATERIALS AND METHODS Internet-based search in PubMed, EMBASE, and Cochrane was performed to identify all studies relevant to the research question. The data regarding type of intervention, type of diabetes mellitus, type of study, change in clinical parameter(s), or another relevant outcome were extracted and summarized. RESULTS Thirty-three out of 1,495 initially identified studies, involving more than 44,100 patients with Type 1, Type 2, or gestational diabetes for real-time or retrospective Continuous Glucose Monitoring (CGMS), Sensor Augmented Pump Therapy (SAPT), Self-monitoring Blood Glucose (SMBG), Continuous subcutaneous insulin infusion (CSII), Flash Glucose Monitoring (FGM), Closed-loop systems and telemonitoring, were included. Most of the studies observed small nominal effectiveness of DMS. In total 11 systematic reviews and 15 meta-analyses, with most focusing on patients with Type 1 diabetes (10 and 6, respectively), reported a reduction in glycated hemoglobin (HbA1c) levels from 0.17 to 0.70% after use of DMS. CONCLUSION Current systematic review of already published systematic reviews and meta-analyses suggests that no statistically significant difference exists between the values of HbA1c as a result of application of any type of DMS. The changes in HbA1c values, number and frequency of hypoglycemic episodes, and time in glucose range are the most valuable for assessing the appropriateness and effectiveness of DMS. Future more comprehensive studies assessing the effectiveness, cost-effectiveness, and comparative effectiveness of DMS are needed to stratify them for the most suitable diabetes patients' subgroups.
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Affiliation(s)
- Maria Kamusheva
- Faculty of Pharmacy, Medical University of Sofia, Sofia, Bulgaria
- *Correspondence: Maria Kamusheva,
| | | | - Maria Dimitrova
- Faculty of Pharmacy, Medical University of Sofia, Sofia, Bulgaria
| | - Zornitsa Mitkova
- Faculty of Pharmacy, Medical University of Sofia, Sofia, Bulgaria
| | - Gema García-Sáez
- Bioengineering and Telemedicine Group, Centro de Tecnología Biomédica, Escuela Técnica Superior de Ingenieros de Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain
- CIBER-BBN: Networking Research Centre for Bioengineering, Biomaterials and Nanomedicine, Madrid, Spain
| | - M. Elena Hernando
- Bioengineering and Telemedicine Group, Centro de Tecnología Biomédica, Escuela Técnica Superior de Ingenieros de Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain
- CIBER-BBN: Networking Research Centre for Bioengineering, Biomaterials and Nanomedicine, Madrid, Spain
| | - Wim Goettsch
- Utrecht Centre for Pharmaceutical Policy, Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht, Netherlands
- National Health Care Institute (ZIN), Diemen, Netherlands
| | - Guenka Petrova
- Faculty of Pharmacy, Medical University of Sofia, Sofia, Bulgaria
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