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de Arriba A, van Dommelen P, Savage MO. Use of connected injection device has a positive effect on catch-up growth in patients with growth disorders treated with growth hormone therapy. Front Endocrinol (Lausanne) 2024; 15:1450573. [PMID: 39429736 PMCID: PMC11486743 DOI: 10.3389/fendo.2024.1450573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Accepted: 09/24/2024] [Indexed: 10/22/2024] Open
Abstract
Introduction Human growth hormone (hGH) therapy in children can be administered by subcutaneous injection using either a manual non-connected device, which is a portable injection pen loaded with a pre-filled cartridge, or an electronic connected device. The electronic device is connected to a platform where adherence data is recorded and available for health care professionals (HCPs) and patient support programs. Real-world data used in the clinic, includes regular monitoring of adherence data which are shared with families during patients' visits and aim to determine the root causes of poor adherence. This study aimed to identify whether there are differences in growth during the first four years of treatment depending on the device, i.e. non-connected versus connected devices. Methods This retrospective study reports treatment of either GH deficiency or short stature secondary to birth size small for gestational age (SGA) in 174 pediatric patients attending Miguel Servet Hospital, Zaragoza, Spain. hGH treatment was administered with manual non-connected devices in 87 patients and 87 patients used connected devices. Height was followed for 4 years after start of hGH therapy. Results In total, 57% of subjects had GHD and 43% were SGA. Height standard deviation score (HSDS) at treatment start was higher (p<0.001) in the non-connected device group compared to the connected device group. Change of HSDS in the connected device group was significantly higher in the second (+0.13), third (+0.20) and fourth (+0.23) year of treatment compared to the non-connected group after adjustment for age and HSDS at treatment start, sex, indication, dose and Tanner stages during treatment, and timing of measurements. Discussion These results support the use of the connected device for hGH treatment of pediatric growth disorders.
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Affiliation(s)
- Antonio de Arriba
- Pediatric Endocrinology Unit, Hospital Miguel Servet, Zaragoza University, Zaragoza, Spain
| | - Paula van Dommelen
- Department of Child Health, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, Netherlands
| | - Martin O. Savage
- Centre for Endocrinology, William Harvey Research Institute, Barts and the London School of Medicine & Dentistry, Queen Mary, University of London, London, United Kingdom
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Faisal S, Samoth D, Aslam Y, Patel H, Park S, Baby B, Patel T. Key Features of Smart Medication Adherence Products: Updated Scoping Review. JMIR Aging 2023; 6:e50990. [PMID: 38113067 PMCID: PMC10762620 DOI: 10.2196/50990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 10/25/2023] [Accepted: 11/19/2023] [Indexed: 12/21/2023] Open
Abstract
BACKGROUND Older adults often face challenges in self-managing their medication owing to physical and cognitive limitations, complex medication regimens, and packaging of medications. Emerging smart medication dispensing and adherence products (SMAPs) offer the options of automated dispensing, tracking medication intake in real time, and reminders and notifications. A 2021 review identified 51 SMAPs owing to the rapid influx of digital technology; an update to this review is required. OBJECTIVE This review aims to identify new products and summarize and compare the key features of SMAPs. METHODS Gray and published literature and videos were searched using Google, YouTube, PubMed, Embase, and Scopus. The first 10 pages of Google and the first 100 results of YouTube were screened using 4 and 5 keyword searches, respectively. SMAPs were included if they were able to store and allowed for the dispensation of medications, tracked real-time medication intake data, and could automatically analyze data. Products were excluded if they were stand-alone software applications, not marketed in English, not for in-home use, or only used in clinical trials. In total, 5 researchers independently screened and extracted the data. RESULTS This review identified 114 SMAPs, including 80 (70.2%) marketed and 34 (29.8%) prototypes, grouped into 15 types. Among the marketed products, 68% (54/80) were available for consumer purchase. Of these products, 26% (14/54) were available worldwide and 78% (42/54) were available in North America. There was variability in the hardware, software, data collection and management features, and cost of the products. Examples of hardware features include battery life, medication storage capacity, availability of types and number of alarms, locking features, and additional technology required for use of the product, whereas software features included reminder and notification capabilities and availability of manufacturer support. Data capture methods included the availability of sensors to record the use of the product and data-syncing capabilities with cloud storage with short-range communications. Data were accessible to users via mobile apps or web-based portals. Some SMAPs provided data security assurance with secure log-ins (use of personal identification numbers or facial recognition), whereas other SMAPs provided data through registered email addresses. Although some SMAPs were available at set prices or free of cost to end users, the cost of other products varied based on availability, shipping fees, and subscription fees. CONCLUSIONS An expanding market for SMAPs with features specific to at-home patient use is emerging. Health care professionals can use these features to select and suggest products that meet their patients' unique requirements.
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Affiliation(s)
- Sadaf Faisal
- School of Pharmacy, University of Waterloo, Kitchener, ON, Canada
| | - Devine Samoth
- School of Pharmacy, University of Waterloo, Kitchener, ON, Canada
| | - Yusra Aslam
- School of Pharmacy, University of Waterloo, Kitchener, ON, Canada
| | - Hawa Patel
- School of Pharmacy, University of Waterloo, Kitchener, ON, Canada
| | - SooMin Park
- School of Pharmacy, University of Waterloo, Kitchener, ON, Canada
| | - Bincy Baby
- School of Pharmacy, University of Waterloo, Kitchener, ON, Canada
| | - Tejal Patel
- School of Pharmacy, University of Waterloo, Kitchener, ON, Canada
- Schlegel - University of Waterloo Research Institute of Aging, Waterloo, ON, Canada
- Centre for Family Medicine Family Health Team, Kitchener, ON, Canada
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Mancini A, Vergani E, Bruno C, Giavoli C, Spaziani M, Isidori AM, Arosio M, Pontecorvi A. The adult growth hormone multicentric retrospective observational study: a 24-month Italian experience of adherence monitoring via Easypod™ of recombinant growth hormone treatment in adult GH deficiency. Front Endocrinol (Lausanne) 2023; 14:1298775. [PMID: 38027149 PMCID: PMC10666163 DOI: 10.3389/fendo.2023.1298775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 10/19/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction Non-compliance to recombinant human growth hormone (rhGH) treatment is universally recognized as a key detrimental factor to achieve the expected clinical outcomes in adult GH deficiency (aGHD). The Easypod™ electronic device allows objective measurement of adherence. Adherence to treatment has been reported to be related with IGF-1 levels and consequently with clinical satisfactory results. The aim of this multicentric, observational, retrospective, 24- month study, is to objectively assess aGHD patients' compliance to rhGH, using the Easypod™ device. Additionally, the study aims to compare the biochemical responses of adherent vs non-adherent patients. Methods Forty-three patients (28 females and 15 males) affected by aGHD and equipped with Easypod™ from 3 Italian centers were included in the study. Adherence to treatment was defined as the proportion of injections correctly administered during the observational period, out of the expected total number of injections. All patients were evaluated for IGF-1, glucose, insulin, HOMA and QUICKI index, total/LDL/HDL cholesterol and triglycerides. Results Mean adherence rate was consistently under 85% across the 2-year observation period (73% at year 2). A trend toward significant difference in adherence was shown when comparing female and male patients (respectively 76% and 61%) after a 2-year period. Among the anamnestic features, the prescribed frequency of administration of rhGH and the number of administered therapies appeared to be the most relevant adherence-influencing factors. A strong direct correlation between IGF-1 z-score and adherence to rhGH therapy was detected in the whole population. Discussion Compliance to rhGH therapy is still a major issue in aGHD treatment. Adherence relates to therapy efficacy in aGHD. The use of Easypod™ could be beneficial for physicians to better manage aGHD patients and to achieve improved better biochemical and clinical responses.
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Affiliation(s)
- Antonio Mancini
- Dipartimento di Medicina e Chirurgia Traslazionale, Unità di Endocrinologia e Diabetologia, Fondazione Policlinico Universitario A. Gemelli Istutito di Ricovero e Cura a Carattere Scientifico (IRCCS) – Università Cattolica del Sacro Cuore, Roma, Italy
| | - Edoardo Vergani
- Dipartimento di Medicina e Chirurgia Traslazionale, Unità di Endocrinologia e Diabetologia, Fondazione Policlinico Universitario A. Gemelli Istutito di Ricovero e Cura a Carattere Scientifico (IRCCS) – Università Cattolica del Sacro Cuore, Roma, Italy
| | - Carmine Bruno
- Dipartimento di Medicina e Chirurgia Traslazionale, Unità di Endocrinologia e Diabetologia, Fondazione Policlinico Universitario A. Gemelli Istutito di Ricovero e Cura a Carattere Scientifico (IRCCS) – Università Cattolica del Sacro Cuore, Roma, Italy
| | - Claudia Giavoli
- Endocrinology Unit, Fondazione Istutito di Ricovero e Cura a Carattere Scientifico (IRCCS) Cà Granda, Ospedale Maggiore Policlinico, Milan, Italy
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Matteo Spaziani
- Department of Experimental Medicine, Sapienza University of Rome, Centre for Rare Diseases (Endo-European Reference Network on Rare Endocrine Conditions accredited), Policlinico Umberto I, Rome, Italy
| | - Andrea M. Isidori
- Department of Experimental Medicine, Sapienza University of Rome, Centre for Rare Diseases (Endo-European Reference Network on Rare Endocrine Conditions accredited), Policlinico Umberto I, Rome, Italy
| | - Maura Arosio
- Endocrinology Unit, Fondazione Istutito di Ricovero e Cura a Carattere Scientifico (IRCCS) Cà Granda, Ospedale Maggiore Policlinico, Milan, Italy
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Alfredo Pontecorvi
- Dipartimento di Medicina e Chirurgia Traslazionale, Unità di Endocrinologia e Diabetologia, Fondazione Policlinico Universitario A. Gemelli Istutito di Ricovero e Cura a Carattere Scientifico (IRCCS) – Università Cattolica del Sacro Cuore, Roma, Italy
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Andreu Crespo MA, Castro-Feijóo L, Labarta-Aizpún JI, Peral C, Barrueta JA, Rubio-Rodríguez D, Rubio-Terres C. Cost-effectiveness of somatrogon in the Spanish pediatric population with growth hormone deficiency. Expert Rev Pharmacoecon Outcomes Res 2023; 23:1139-1146. [PMID: 37742226 DOI: 10.1080/14737167.2023.2256473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 08/24/2023] [Indexed: 09/26/2023]
Abstract
OBJECTIVE To analyze the cost-effectiveness of weekly somatrogon compared to daily growth hormones (GH-d) in the pediatric population of Spain with growth hormone deficiency (GHD). METHODS Markov model with two states (patients with or without GH-d or somatrogon treatment) in prepubertal children (3 to 11 years and 3 to 12 years in girls and boys, respectively) with GHD in isolation or as part of multiple pituitary hormone deficiency and without previous treatment, from the perspective of the National Health System. The simulation of the economic model ends at the age of 18. The costs of hormones and monitoring were obtained from Spanish sources. The utilities were obtained from the literature. Spanish clinical experts validated the assumptions of the model. RESULTS In the deterministic analysis, somatrogon would be cost-effective, compared to GH-d, with a cost per QALY (quality-adjusted life year) gained of €19,259 and a clinically relevant QALY gain (0.336). This result was confirmed in deterministic sensitivity analyses. According to the probabilistic analysis, somatrogon would be the dominant treatment, with a 61% probability of a willingness to pay of €25,000 per QALY gained. CONCLUSION Compared to GH-d, somatrogon is cost-effective in the Spanish pediatric population with GHD.
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Affiliation(s)
- M A Andreu Crespo
- Pharmacy Department, Hospital Germans Trias i Pujol, Badalona, Spain
| | - L Castro-Feijóo
- Pediatric endocrinology. Pediatric Department. Hospital Clínico Universitario, Instituto de Investigación Sanitaria de Santiago, Santiago de Compostela, Spain
| | - J I Labarta-Aizpún
- Pediatric Department, Endocrinology Unit, Hospital Universitario Miguel Servet, Instituto de Investigación Sanitaria de Aragón, Zaragoza, Spain
| | - C Peral
- Medical Department, Pfizer, S.L.U, Madrid, Spain
| | - J A Barrueta
- Medical Department, Pfizer, S.L.U, Madrid, Spain
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The Impact of COVID-19 Regulations on Adherence to Recombinant Human Growth Hormone Therapy: Evidence from Real-World Data. ENDOCRINES 2023. [DOI: 10.3390/endocrines4010017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2023] Open
Abstract
Worldwide regulations during COVID-19 positively and negatively impacted self-management in paediatric patients with chronic medical conditions. We investigated the impact of regulations on adherence to recombinant human growth hormone (r-hGH) therapy in paediatric patients with growth disorders, using real-world adherence data extracted March 2019–February 2020 (before COVID-19) and March 2020–February 2021 (during COVID-19) from the easypod™ connect ecosystem. Data from three measures of regulations were analysed: stringency index (SI), school closure and stay-at-home. The mean SI, and the proportion of days with required school closure or stay-at-home during COVID-19 were categorised as high versus medium/low based on the 75th percentile. Adherence was categorised as optimal (≥85%) versus suboptimal (<85%). Adherence data were available for 8915 patients before and 7606 patients during COVID-19. A high SI (mean ≥68) and a high proportion of required school closure (≥88%) resulted in an increase in the proportion of optimal adherence during COVID-19 versus pre-COVID-19 (p < 0.001). Stay-at-home requirements showed no statistically significant effect (p = 0.13). Stringent COVID-19 regulations resulted in improved adherence to r-hGH therapy in patients with growth disorders, supported by connected digital health technologies. Insights into patient behavior during this time are useful to understand potential influences and strategies to improve long-term adherence to r-hGH.
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Rivolo S, Loftus J, Peter B, Fahey M, Kongnakorn T. Cost-effectiveness and cost-utility analysis of somatrogon once-weekly injections vs. daily growth hormone injection for treating paediatric growth hormone deficiency in Ireland. J Med Econ 2023; 26:963-972. [PMID: 37527156 DOI: 10.1080/13696998.2023.2228167] [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: 03/10/2023] [Revised: 06/19/2023] [Accepted: 06/19/2023] [Indexed: 08/03/2023]
Abstract
OBJECTIVES Paediatric growth hormone deficiency (pGHD) manifests as growth failure associated with inadequate growth hormone (GH) production. Daily injections of recombinant human GH (dGH) [somatropin] is the current standard of care, which has been shown to be well tolerated and effective, but associated with suboptimal adherence, leading to reduced effectiveness. Somatrogon, a once-weekly injectable long-acting human GH, has demonstrated clinical non-inferiority and significantly lower life interference (i.e. treatment burden) vs. somatropin in two Phase 3 studies. This work evaluated cost-effectiveness and cost-utility of somatrogon vs dGHs from an Irish payer perspective. METHODS A Markov model was developed for patients starting somatrogon or dGHs treatment at 3-12 years and continuing up to achievement of near adult height (NAH), with growth driven by trial-based height velocity (HV) and treatment-specific adherence. Patients could discontinue treatment at the end of Year 1 (4%). DGH adherence (95.3%-65% over treatment duration) and adherence-growth relationship were based on published evidence. Higher Year 1 adherence of 4%, tapering over time, for somatrogon vs. dGHs was based on clinical consultation. Treatment costs, monitoring costs and costs due to different wastage types (device setting and adherence) were sourced from local data. Health utilities based on height and injection frequency were derived from published literature. Scenario analysis, deterministic and probabilistic sensitivity analysis were performed. RESULTS Somatrogon treatment led to 1.87-3.66 cm greater NAH gain and 0.21-0.50 higher quality adjusted life years (QALYs) vs. dGHs, across the base case and scenarios evaluated. Somatrogon treatment was associated with cost savings of €5,699-€21,974 and lower cost per cm gained vs. dGHs (€197-€527), per patient. Somatrogon was cost-effective vs. dGHs, with the result consistent across the sensitivity analyses conducted. CONCLUSION Somatrogon weekly injections were estimated to result in higher NAH, higher QALYs, lower overall costs and lower costs per cm gained than dGHs, in pGHD.
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Interventions Designed to Improve Adherence to Growth Hormone Treatment for Pediatric Patients and Their Families: A Narrative Review. Pharmaceutics 2022; 14:pharmaceutics14112373. [DOI: 10.3390/pharmaceutics14112373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 10/31/2022] [Accepted: 11/02/2022] [Indexed: 11/06/2022] Open
Abstract
Even though growth hormone (GH) treatment is still the only active treatment option to correct growth failure and increase stature for patients with GH deficiencies, evidence has shown that non-adherence remains high. The aim of this review was to identify and review the existing interventional strategies that have been designed to address and improve adherence to GH treatment for pediatric patients and their families. An extensive search of several electronic databases was undertaken to identify relevant interventional studies, published in English, between 1985 and 2021. Additional search strategies included hand-searching topic review articles to identify eligible studies. Articles were screened against the inclusion eligibility criteria and data on sample characteristics, intervention features, and key findings was extracted. A total of fifteen interventional studies were included in the review. The interventions identified were divided into two broad categories: novel injection devices, and patient choice of device. In conclusions, this review acknowledges that there is a lack of evidence-based, theory-driven intervention strategies, designed with the purpose of optimizing treatment adherence and improve clinical and psychosocial outcomes.
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Cervera-Torres S, Núñez-Benjumea FJ, de Arriba Muñoz A, Chicchi Giglioli IA, Fernández-Luque L. Digital health for emotional and self-management support of caregivers of children receiving growth hormone treatment: a feasibility study protocol. BMC Med Inform Decis Mak 2022; 22:215. [PMID: 35964116 PMCID: PMC9375279 DOI: 10.1186/s12911-022-01935-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Accepted: 07/13/2022] [Indexed: 11/24/2022] Open
Abstract
Background Caregivers of children undergoing growth hormone treatment often face stress and stigma. In this regard, family-centered approaches are increasingly considered, wherein caregivers’ mental wellbeing is taken into account to optimize children’s health-related outcomes and behaviors (e.g., treatment adherence). Here, mindfulness and parenting-based programs have been developed to support the mental wellbeing of caregivers and, in turn, promote richer interactions with the children. Nevertheless, this type of program can face drawbacks, such as the scheduling and availability of family members. Recent digital health (DH) solutions (e.g., mobile apps) are showing promising advantages as self-management support tools for improving wellbeing and behaviors related to the treatments. Although, further evidence is necessary in the field of Growth Hormone Treatment (GHt). Accordingly, this study aims to examine the usability of a mobile DH solution and the feasibility of a DH intervention designed to promote emotional and mental wellbeing of caregivers of children undergoing GHt. Methods This is a prospective mixed-methods (qualitative-quantitative) exploratory study composed of two sub-studies, including caregivers of children undergoing GHt. Sub-study one (SS1; n = 10) focuses on the usability of the DH solution (detecting potential barriers and facilitators) and an ad hoc semi-structured interview will be administered to the caregivers after using the DH solution for one month. Sub-study two (SS2; n = 55) aims to evaluate the feasibility of the DH intervention on caregivers’ perceived distress, positive affectivity, mental wellbeing, self-efficacy, together with the children’s quality of life and treatment adherence. All these parameters will be assessed via quantitative methods before and after 3-months of the DH intervention. Usability and engagement will also be assessed during and at the end of the study. Results It is expected that significant amounts of data will be captured with regards of the feasibility of the DH solution. Discussion The manuscript provides a complete protocol for a study that will include qualitative and quantitative information about, on one hand, the user-friendliness of the DH solution, and on the other, the effects on caregivers’ emotional, as well as, behavioral parameters in terms of the usability and engagement to the DH solution. The findings will contribute to the evidence planning process for the future adoption of digital health solutions for caregiver support and better health-related outcomes. Trial registration ClinicalTrials.gov, ID: NCT04812665. Supplementary Information The online version contains supplementary material available at 10.1186/s12911-022-01935-1.
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Eslami P, Sayarifard F, Safdari R, Shahmoradi L, Karbasi Z. Global perspective on pediatric growth hormone registries: a systematic review. J Pediatr Endocrinol Metab 2022; 35:709-726. [PMID: 35567286 DOI: 10.1515/jpem-2022-0045] [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: 01/25/2022] [Accepted: 04/19/2022] [Indexed: 11/15/2022]
Abstract
BACKGROUND Registries are considered valuable data sources for identification of pediatric conditions treated with growth hormone (GH), and their follow-up. Currently, there is no systematic literature review on the scope and characteristics of pediatric GH registries. Therefore, the purpose of this systematic review is to identify worldwide registries reported on pediatric GH treatment and to provide a summary of their main characteristics. CONTENT Pediatric GH registries were identified through a systematic literature review. The search was performed on all related literature published up to January 30th, 2021. Basic information on pediatric GH registries, their type and scope, purpose, sources of data, target conditions, reported outcomes, and important variables were analyzed and presented. SUMMARY Twenty two articles, reporting on 20 pediatric GH registries, were included in this review. Industrial funding was the most common funding source. The main target conditions included in the pediatric GH registries were: growth hormone deficiency, Turner syndrome, Prader Willi syndrome, small for gestational age, idiopathic short stature, and chronic renal insufficiency. The main objectives in establishing and running pediatric GH registries were assessing the safety and effectiveness of the treatment, describing the epidemiological aspects of target growth conditions and populations, serving public health surveillance, predicting and measuring treatment outcomes, exploring new and useful aspects of GH treatment, and improving the quality of patient care. OUTLOOK This systematic review provides a global perspective on pediatric GH registries which can be used as a basis for the design and development of new GH registry systems at both national and international levels.
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Affiliation(s)
- Parisa Eslami
- Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Sayarifard
- Division of Endocrinology and Metabolism, Growth and Development Research Center, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Reza Safdari
- Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Leila Shahmoradi
- Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Karbasi
- Department of Health Information Sciences, Faculty of Management and Medical Information Sciences, Kerman University of Medical Sciences, Kerman, Iran
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Gonzalez-Briceño L, Viaud M, Polak M. Adherence and quality of life in children receiving rhGH treatment. Arch Pediatr 2022; 28:8S3-8S8. [PMID: 37870531 DOI: 10.1016/s0929-693x(22)00036-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Short stature may have a major impact on quality of life (QoL), not only during adulthood but also during childhood. Treatment by growth hormone may induce improvement in QoL through height gain, as shown in recent articles, with an increase in general health-related and also height-specific QoL assessed by self-reports and parental reports. In a paper published by our team, we show altered general-health QoL in patients with very short stature (≤ -3 SD) and an improvement in general and height-specific scales in the complete population (≤ -2 SD) after one year of recombinant human growth hormone (rhGH) treatment, perceived both by children and their parents, with a moderate positive correlation with height gain. Adequate results in terms of height gain depend on different factors: the patient's age, underlying condition for which rhGH is prescribed and dose of rhGH treatment, among others. Daily injections may cause a significant burden for the child and family, and may alter adequate adherence to treatment. Identifying positive and negative factors in the patient and in the healthcare providers-patient team and encouraging a shared decision-making process are important for improving the patient's adherence to treatment. New long-acting forms of rhGH that will be available in the next few years may play an important part in improving treatment-related QoL and adherence to treatment. © 2022 French Society of Pediatrics. Published by Elsevier Masson SAS. All rights reserved.
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Affiliation(s)
- L Gonzalez-Briceño
- Hôpital Universitaire Necker-Enfants Malades - Assistance Publique Hôpitaux de Paris (APHP), Service d'Endocrinologie, gynécologie et diabétologie pédiatrique, Paris, France.
| | - M Viaud
- Hôpital Universitaire Necker-Enfants Malades - Assistance Publique Hôpitaux de Paris (APHP), Service d'Endocrinologie, gynécologie et diabétologie pédiatrique, Paris, France
| | - M Polak
- Hôpital Universitaire Necker-Enfants Malades - Assistance Publique Hôpitaux de Paris (APHP), Service d'Endocrinologie, gynécologie et diabétologie pédiatrique, Paris, France; Université de Paris, France; Institut IMAGINE (affiliate), Paris, France
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Coutant R, Nicolino M, Cammas B, de Buyst V, Tauber M, Hamel JF. Yearly Height Gain Is Dependent on the Truly Received Dose of Growth Hormone and the Duration of Periods of Poor Adherence: Practical Lessons From the French Easypod™ Connect Multicenter Observational Study. Front Endocrinol (Lausanne) 2022; 12:790169. [PMID: 35126310 PMCID: PMC8812007 DOI: 10.3389/fendo.2021.790169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 12/17/2021] [Indexed: 12/02/2022] Open
Abstract
Objective To study the impact of the true mean daily dose and the true mean number of injections per week on the yearly height gain in short children treated with recombinant human growth hormone (rhGH). Design and Methods 220 children from the French Easypod™ Connect Observational Study (ECOS) used the Easypod™ electronic device to record rhGH injections. The mean daily rhGH dose (the sum of the doses truly received divided by the number of days) and mean number of injections per week (the number of injections truly performed divided by the number of weeks) were calculated. Linear mixed models were used to study the impact of short (3-month) and long (1-year) variations in rhGH administration on the yearly height change [as a standard deviation score (SDS)], with time on treatment as a covariate. For each patient, several periods of 3 or 12 months were considered and designated as poorly adherence or fully adherence. We studied the impact of each of period on the height change. Results At treatment initiation, the mean ± SD age was 9.8 ± 3.7 years (females: 47%, prepubertal: 86%) and the mean height was -2.28 ± 0.92 SDS. The mean treatment duration was 3.2 ± 1.1 years (685.2 patient years). 122 patients were GH-deficient, 79 were small for gestational age, and 19 had Turner syndrome. When treatment was computed over 12-month periods, receiving a mean daily dose <0.03 mg/kg.d was associated with a 20% lower mean yearly height gain SDS when<3 injections/week were received (vs.>5 injections/week), whereas maintaining a mean daily dose >0.03 mg/kg.d with<3 injections/week was not associated with a lower yearly height gain SDS (vs.>5 injections/week). For 3-month periods, changes in the daily rhGH dose or the number of injections per week over such short period did not influence the yearly height gain SDS. Conclusion The 12-month treatment model showed that when poor adherence leads to a low true daily GH dose, the yearly height gain is low. The 3-month treatment model showed that poor adherence for short periods (<3 months) had no impact on the height SDS.
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Affiliation(s)
- Régis Coutant
- Pediatric Endocrinology and Diabetology Department, Angers University Medical Center, Angers, France
| | - Marc Nicolino
- Pediatric Endocrinology, Diabetology and Metabolism Department, Lyon Women’s and Children’s Hospital, Lyon, France
| | - Benoit Cammas
- Pediatric Endocrinology Department, Bordeaux Nord Aquitaine Clinic, Bordeaux, France
| | - Valérie de Buyst
- Medical Affairs Department, Merck Serono SAS, an Affiliate of Merck KGaA, Lyon, France
| | - Maïthé Tauber
- Endocrine, Obesity Bone Diseases Gynecology and Genetics Unit, Children’s Hospital, Toulouse University Medical Center, Toulouse, France, and Toulouse Institute for Infectious and Inflammatory Diseases, INSERM UMR1291 - CNRS UMR5051, Toulouse III University, Toulouse, France
| | - Jean-François Hamel
- Biostatistics and Methodology Department, Angers University Medical Center, Angers, France, and ESTER Group, IRSET INSERM UMR 1085, Angers University, Angers, France
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12
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Assefi A, van Dommelen P, Arnaud L, Otero C, Fernandez-Luque L, Koledova E, Calliari LE. Adherence to Growth Hormone Treatment Using a Connected Device in Latin America: Real-World Exploratory Descriptive Analysis Study. JMIR Mhealth Uhealth 2022; 10:e32626. [PMID: 35049518 PMCID: PMC8814928 DOI: 10.2196/32626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 10/21/2021] [Accepted: 11/27/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Recombinant human growth hormone (rhGH) therapy is an effective treatment for children with growth disorders. However, poor outcomes are often associated with suboptimal adherence to treatment. OBJECTIVE The easypod connected injection device records and transmits injection settings and dose data from patients receiving rhGH. In this study, we evaluated adherence to rhGH treatment, and associated growth outcomes, in Latin American patients. METHODS Adherence and growth data from patients aged 2-18 years from 12 Latin American countries were analyzed. Adherence data were available for 6207 patients with 2,449,879 injections, and growth data were available for 497 patients with 2232 measurements. Adherence was categorized, based on milligrams of rhGH injected versus milligrams of rhGH prescribed, as high (≥85%), intermediate (>56%-<85%), or low (≤56%). Transmission frequency was categorized as high (≥1 per 3 months) or low (<1 per 3 months). Chi-square tests were applied to study the effect of pubertal status at treatment start and sex on high adherence, and to test differences in frequency transmission between the three adherence levels. Multilevel linear regression techniques were applied to study the effect of adherence on observed change in height standard deviation score (∆HSDS). RESULTS Overall, 68% (4213/6207), 25% (n=1574), and 7% (n=420) of patients had high, intermediate, and low adherence, respectively. Pubertal status at treatment start and sex did not have a significant effect on high adherence. Significant differences were found in the proportion of patients with high transmission frequency between high (2018/3404, 59%), intermediate (608/1331, 46%), and low (123/351, 35%) adherence groups (P<.001). Adherence level had a significant effect on ∆HSDS (P=.006). Mean catch-up growth between 0-24 months was +0.65 SD overall (+0.52 SD in patients with low/intermediate monthly adherence and +0.69 SD in patients with high monthly adherence). This difference translated into 1.1 cm greater catch-up growth with high adherence. CONCLUSIONS The data extracted from the easypod Connect ecosystem showed high adherence to rhGH treatment in Latin American patients, with positive growth outcomes, indicating the importance of connected device solutions for rhGH treatment in patients with growth disorders.
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Affiliation(s)
- Aria Assefi
- Fertility and Endocrinology, Merck SA (an affiliate of Merck KGaA, Darmstadt, Germany), Buenos Aires, Argentina
| | - Paula van Dommelen
- Department of Child Health, The Netherlands Organization for Applied Scientific Research TNO, Leiden, Netherlands
| | - Lilian Arnaud
- Global Healthcare Operations, Connected Health & Devices, Ares Trading SA (an affiliate of Merck KGaA, Darmstadt, Germany), Eysins, Switzerland
| | - Carlos Otero
- Departamento de Informática en Salud, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | | | - Ekaterina Koledova
- Global Medical Affairs Cardiometabolic & Endocrinology, the healthcare business of Merck KGaA, Darmstadt, Germany
| | - Luis Eduardo Calliari
- Pediatric Endocrinology Unit, Pediatric Department, Santa Casa de São Paulo School of Medical Sciences, São Paulo, Brazil
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13
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Taghizadeh B, Jaafari MR, Zarghami N. New insight into the importance of formulation variables on parenteral growth hormone preparations: potential effect on the injection-site pain. Front Endocrinol (Lausanne) 2022; 13:963336. [PMID: 36263321 PMCID: PMC9576007 DOI: 10.3389/fendo.2022.963336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/16/2022] [Indexed: 11/16/2022] Open
Abstract
Reducing injection-site pain (ISP) in patients with chronic conditions such as growth hormone deficiency is a valuable strategy to improve patient compliance and therapeutic efficiency. Thus understanding different aspects of pain induction following subcutaneous injection of biotherapeutics and identifying the responsible factors are vital. Here we have discussed the effects of formulation's viscosity, concentration, osmolality, buffering agents, pH, and temperature as well as injection volume, dosing frequency, and different excipients on ISP following subcutaneous injection of commercially available recombinant human growth hormone products. Our literature review found limited available data on the effects of different components of parenteral rhGH products on ISP. This may be due to high cost associated with conducting various clinical trials to assess each excipient in the formulation or to determine the complex interactions of different components and its impact on ISP. Recently, conducting molecular dynamics simulation studies before formulation design has been recommended as an alternative and less-expensive approach. On the other hand, the observed inconsistencies in the available data is mainly due to different pain measurement approaches used in each study. Moreover, it is difficult to translate data obtained from animal studies to human subjects. Despite all these limitations, our investigation showed that components of parenteral rhGH products can significantly contribute to ISP. We suggest further investigation is required for development of long acting, buffer-free, preservative-free formulations. Besides, various excipients are currently being investigated for reducing ISP which can be used as alternatives for common buffers, surfactants or preservatives in designing future rhGH formulations.
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Affiliation(s)
- Bita Taghizadeh
- Department of Medical Biotechnology, School of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mahmoud Reza Jaafari
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Pharmaceutical Nanotechnology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Nosratollah Zarghami
- Department of Medical Biotechnology, School of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
- Department of Clinical Biochemistry and Laboratory Medicine, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
- *Correspondence: Nosratollah Zarghami,
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14
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Gomez R, Ahmed SF, Maghnie M, Li D, Tanaka T, Miller BS. Treatment Adherence to Injectable Treatments in Pediatric Growth Hormone Deficiency Compared With Injectable Treatments in Other Chronic Pediatric Conditions: A Systematic Literature Review. Front Endocrinol (Lausanne) 2022; 13:795224. [PMID: 35299969 PMCID: PMC8921265 DOI: 10.3389/fendo.2022.795224] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 01/28/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Pediatric patients with growth hormone deficiency (GHD) are currently treated with daily injections of recombinant human growth hormone (rhGH) to promote linear growth and enable attainment of normal adult height. One of the main reasons for suboptimal growth during rhGH therapy is non-adherence to treatment. The objective of this systematic literature review was to examine the recent literature on pediatric adherence to injectable treatments for chronic conditions (focusing on rhGH) to characterize levels of adherence and identify the factors/barriers associated with adherence. METHODS The Embase and MEDLINE databases (January 2015-October 2020) were searched to identify publications describing studies of pediatric patients (aged ≤17 years) with GHD and other chronic conditions requiring daily or weekly injectable treatments; a similar targeted search of Chinese literature was also performed. Adherence data were extracted from the included studies and summarized. Risk of bias was determined using the Cochrane Risk of Bias tool 2 or the Newcastle-Ottawa Scale. RESULTS A total of 23 publications were included, with all publications except for one (multiple sclerosis) focused on pediatric GHD studies: there were two clinical trials, 18 observational studies and three survey studies. Study sample sizes ranged from 30 to 13,553 patients (median: 95 patients). The definition of adherence varied between studies and included mean adherence rate, median adherence rate, and the percentage of patients within pre-specified adherence categories. Of the publications assessing adherence to daily rhGH, 11 studies reported 12-month mean adherence rate (range: 73.3%- 95.3%) and eight studies reported median adherence (range: 91%- 99.2%). The barriers to treatment adherence identified included self-administration, increased administration frequency, age (adolescence), longer treatment duration, device design, and insufficient family education, awareness, and/or engagement. Recommendations for increasing adherence included using adherence reminder tools, increasing patient engagement/education, and improving injection device design and drug product. CONCLUSIONS Adherence to rhGH treatment was high (>80%) for many studies, though comparability between studies was limited given the substantial heterogeneity in the way adherence was defined, measured, and reported. To address this heterogeneity, we recommend standardizing how adherence is defined and reported and encourage the use of standardized study designs and outcome measures.
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Affiliation(s)
- Roy Gomez
- Global Medical Affairs, Pfizer, Ixelles, Belgium
- *Correspondence: Roy Gomez,
| | - S. Faisal Ahmed
- Developmental Endocrinology Research Group, School of Medicine, University of Glasgow, Glasgow, United Kingdom
| | - Mohamad Maghnie
- Clinica Pediatrica, IRCCS Istituto Giannina Gaslini, Genoa, Italy
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy
| | - Dejun Li
- Center for Prenatal Diagnosis and Reproductive Medicine, The First Hospital of Jilin University, Changchun, China
| | | | - Bradley S. Miller
- Pediatric Endocrinology Division, University of Minnesota Masonic Children’s Hospital, Minneapolis, MN, United States
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15
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Deeb A, Al Yaarubi S, Abbas BB, Al Jubeh J, Chaturvedi D, Al Hassani N, Mutair A, Al Masri N, Al Sanad Y, Al Shidhani A, Mahmoud NS, Alherbish A, Savage MO. Patients' Perception of the Use of the EasyPod™ Growth Hormone Injector Device and Impact on Injection Adherence: A Multi-Center Regional Study. Front Pediatr 2022; 10:839278. [PMID: 35295698 PMCID: PMC8918687 DOI: 10.3389/fped.2022.839278] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Accepted: 01/31/2022] [Indexed: 12/05/2022] Open
Abstract
OBJECTIVE This study aimed to assess patient perceptions of the use of the EasyPod™ growth hormone delivery device and its association with compliance. METHODS This cross-sectional, multicenter study was conducted in six centers from three countries (United Arab Emirates, Oman, and Saudi Arabia,) between March 2020 and June 2020. Children and adolescents aged 3-18 years, diagnosed with growth disorders and receiving rhGH through the EasyPod™ device were enrolled. Patients and caregivers were given a pre-set questionnaire that evaluated patient satisfaction, preference for technical and personalized features, and device drawbacks. The results were analyzed using independent measures of analysis of variance to evaluate the association of higher satisfaction with device features and better compliance. RESULTS A total of 186 patients were enrolled in the study. Of these, 45.7% had GH deficiency. The mean age (±SD) of patients was 11.8 (±2.76) years; 117 (62.90%) were males. Average compliance was 87%. One hundred patients (53.76%) had injection compliance of ≥90%. Amongst these patients, 74%, 68%, and 77% top-scored (5/5) the technical features of hidden needle, skin sensor, and pre-set dosing, respectively, compared to top scores by 39%, 34%, and 51% patients in the <90% compliance group (p-value <0.05). Similarly, a statistically significant difference was observed between the groups (p-value <0.05) in the perception of the usefulness of the tracking features such as display of history of injected doses (78% vs. 47.7%), a reminder for medicine remaining (46% vs. 23.3%) and battery power indicator (48% vs. 20.9%). Personal screen messages were associated with higher compliance while the requirement to keep the device in the fridge was reported as the most inconvenient feature by 56% of patients in the higher compliance group as against 39.5% in the lower compliance group (p-value <0.05). There was no statistically significant difference in the intensity of pain reported in the two compliance groups. CONCLUSION Our study showed that there is a statistically significant association between better perception of device features and higher compliance.
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Affiliation(s)
- Asma Deeb
- Sheikh Shahbout Medical City & Khalifa University, Abu Dhabi, United Arab Emirates
| | - Saif Al Yaarubi
- College of Medicine, Sultan Qaboos University Hospital, Muscat, Oman
| | - Bassam Bin Abbas
- King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Jamal Al Jubeh
- Department of Pediatrics, Sheikh Khalifa Medical City, Abu Dhabi, United Arab Emirates
| | - Deepti Chaturvedi
- Department of Pediatrics, Burjeel Hospital, Abu Dhabi, United Arab Emirates
| | - Noura Al Hassani
- Division of Endocrine and Diabetes, Department of Pediatrics, Tawam Hospital and Faculty of Medicine and Health Science, UAE University, Al Ain, United Arab Emirates
| | - Angham Mutair
- Pediatric Endocrine Division, Department of Pediatrics, King Abdulaziz Medical City, King Abdullah Specialist Children Hospital, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia
| | - Neamat Al Masri
- Sheikh Shahbout Medical City & Khalifa University, Abu Dhabi, United Arab Emirates
| | - Yazan Al Sanad
- Sheikh Shahbout Medical City & Khalifa University, Abu Dhabi, United Arab Emirates
| | - Azza Al Shidhani
- College of Medicine, Sultan Qaboos University Hospital, Muscat, Oman
| | | | | | - Martin O Savage
- Centre for Endocrinology, Barts and the London School of Medicine & Dentistry, William Harvey Research Institute, Queen Mary University of London, London, United Kingdom
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16
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Tornincasa V, Dixon D, Le Masne Q, Martin B, Arnaud L, van Dommelen P, Koledova E. Integrated Digital Health Solutions in the Management of Growth Disorders in Pediatric Patients Receiving Growth Hormone Therapy: A Retrospective Analysis. Front Endocrinol (Lausanne) 2022; 13:882192. [PMID: 35846336 PMCID: PMC9281444 DOI: 10.3389/fendo.2022.882192] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 06/06/2022] [Indexed: 01/31/2023] Open
Abstract
Digital health has seen rapid advancements over the last few years in helping patients and their healthcare professionals better manage treatment for a variety of illnesses, including growth hormone (GH) therapy for growth disorders in children and adolescents. For children and adolescents requiring such therapy, as well as for their parents, the treatment is longitudinal and often involves daily injections plus close progress monitoring; a sometimes daunting task when young children are involved. Here, we describe our experience in offering devices and digital health tools to support GH therapy across some 40 countries. We also discuss how this ecosystem of care has evolved over the years based on learnings and advances in technology. Finally, we offer a glimpse of future planned enhancements and directions for digital health to play a bigger role in better managing conditions treated with GH therapy, as well as model development for adherence prediction. The continued aim of these technologies is to improve clinical decision making and support for GH-treated patients, leading to better outcomes.
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Affiliation(s)
| | - David Dixon
- Ares Trading S.A. (an affiliate of Merck KGaA), Eysins, Switzerland
| | - Quentin Le Masne
- Ares Trading S.A. (an affiliate of Merck KGaA), Eysins, Switzerland
| | - Blaine Martin
- Ares Trading S.A. (an affiliate of Merck KGaA), Eysins, Switzerland
| | - Lilian Arnaud
- Ares Trading S.A. (an affiliate of Merck KGaA), Eysins, Switzerland
| | - Paula van Dommelen
- Department of Child Health, The Netherlands Organization for Applied Scientific Research TNO, Leiden, Netherlands
| | - Ekaterina Koledova
- Global Medical Affairs Cardiometabolic & Endocrinology, Merck Healthcare KGaA, Darmstadt, Germany
- *Correspondence: Ekaterina Koledova,
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17
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Loftus J, Chen Y, Alvir JMJ, Chi L, Dasgupta S, Gupta A, Wajnrajch MP. Suboptimal adherence to daily growth hormone in a US real-world study: an unmet need in the treatment of pediatric growth hormone deficiency. Curr Med Res Opin 2021; 37:2141-2150. [PMID: 34569388 DOI: 10.1080/03007995.2021.1982682] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To evaluate adherence to, and discontinuation of, somatropin treatment over 4 years in a US population-based study of children with pediatric growth hormone deficiency (pGHD). METHODS A retrospective cohort analysis of commercially insured patients ≥3 and <16 years, diagnosed with pGHD, newly treated with somatropin was conducted using Optum De-identified Clinformatics Data Mart. Index date was defined as the first prescription for somatropin between 01 July 2002 and 30 September 2019. Five non-exclusive patient cohorts were identified (>3, 12, 24, 36, and 48 months of post-index continuous enrollment). Suboptimal adherence was defined as medication possession ratio <80%. Discontinuation was defined as the date at which a gap of >60 days between somatropin fills first occurred. Cox proportional hazards regression was used to evaluate time to discontinuation. RESULTS In the 12-month cohort (n = 3091), mean age was 11.3 ± 2.9 years, 75.9% were male, 70.9% white, 9.4% Hispanic, 3.6% Asian, and 3.1% black. The proportion with suboptimal adherence at months 12 and 48 was 19.6% and 35.9%, respectively. Discontinuation occurred in 42.2% of patients. The rate of discontinuation (HR [95% CI]) was higher for age ≥10 (1.74 [1.53-1.98]), females (1.35 [1.21-1.50]), black and Hispanic race/ethnicity (1.50 [1.18-1.90] and 1.27 [1.09-1.49] compared to White) and obesity (1.69 [1.19-2.40]). CONCLUSION Suboptimal adherence increases with treatment duration, and risk of discontinuation is associated with age, female gender, black or Hispanic race/ethnicity, and obesity. Strategies that facilitate adherence among children at risk of discontinuation may improve clinical outcomes.
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Affiliation(s)
| | | | | | - Lei Chi
- Pfizer Inc, New York, NY, USA
| | | | | | - Michael P Wajnrajch
- Pfizer Inc, New York, NY, USA
- New York University Grossman School of Medicine, New York, NY, USA
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18
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Dunkel L, Fernandez-Luque L, Loche S, Savage MO. Digital technologies to improve the precision of paediatric growth disorder diagnosis and management. Growth Horm IGF Res 2021; 59:101408. [PMID: 34102547 DOI: 10.1016/j.ghir.2021.101408] [Citation(s) in RCA: 3] [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: 04/07/2021] [Revised: 05/25/2021] [Accepted: 05/28/2021] [Indexed: 11/27/2022]
Abstract
Paediatric disorders of impaired linear growth are challenging to manage, in part because of delays in the identification of pathological short stature and subsequent referral and diagnosis, the requirement for long-term therapy, and frequent poor adherence to treatment, notably with human growth hormone (hGH). Digital health technologies hold promise for improving outcomes in paediatric growth disorders by supporting personalisation of care, from diagnosis to treatment and follow up. The value of automated systems in monitoring linear growth in children has been demonstrated in Finland, with findings that such a system is more effective than a traditional manual system for early diagnosis of abnormal growth. Artificial intelligence has potential to resolve problems of variability that may occur during analysis of growth information, and augmented reality systems have been developed that aim to educate patients and caregivers about growth disorders and their treatment (such as injection techniques for hGH administration). Adherence to hGH treatment is often suboptimal, which negatively impacts the achievement of physical and psychological benefits of the treatment. Personalisation of adherence support necessitates capturing individual patient adherence data; the use of technology to assist with this is exemplified by the use of an electronic injection device, which shares real-time recordings of the timing, date and dose of hGH delivered to the patient with the clinician, via web-based software. The use of an electronic device is associated with high levels of adherence to hGH treatment and improved growth outcomes. It can be anticipated that future technological advances, coupled with continued 'human interventions' from healthcare providers, will further improve management of paediatric growth disorders.
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Affiliation(s)
- Leo Dunkel
- Centre for Endocrinology, William Harvey Research Institute, Barts and the London Medical School, 1st Floor, John Vane Science Centre, Charterhouse Square, London ECe1M 6BQ, UK.
| | | | - Sandro Loche
- SSD Pediatric Endocrinology and Neonatal Screening Centre, Microcitemico Pediatric Hospital, ARNAS G. Brotzu, via Jenner, 09121 Cagliari, Italy.
| | - Martin O Savage
- Centre for Endocrinology, William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Charterhouse Square, London EC1M 6BQ, UK.
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Fernandez-Luque L, Al Herbish A, Al Shammari R, Argente J, Bin-Abbas B, Deeb A, Dixon D, Zary N, Koledova E, Savage MO. Digital Health for Supporting Precision Medicine in Pediatric Endocrine Disorders: Opportunities for Improved Patient Care. Front Pediatr 2021; 9:715705. [PMID: 34395347 PMCID: PMC8358399 DOI: 10.3389/fped.2021.715705] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 06/17/2021] [Indexed: 12/16/2022] Open
Abstract
Digitalization of healthcare delivery is rapidly fostering development of precision medicine. Multiple digital technologies, known as telehealth or eHealth tools, are guiding individualized diagnosis and treatment for patients, and can contribute significantly to the objectives of precision medicine. From a basis of "one-size-fits-all" healthcare, precision medicine provides a paradigm shift to deliver a more nuanced and personalized approach. Genomic medicine utilizing new technologies can provide precision analysis of causative mutations, with personalized understanding of mechanisms and effective therapy. Education is fundamental to the telehealth process, with artificial intelligence (AI) enhancing learning for healthcare professionals and empowering patients to contribute to their care. The Gulf Cooperation Council (GCC) region is rapidly implementing telehealth strategies at all levels and a workshop was convened to discuss aspirations of precision medicine in the context of pediatric endocrinology, including diabetes and growth disorders, with this paper based on those discussions. GCC regional investment in AI, bioinformatics and genomic medicine, is rapidly providing healthcare benefits. However, embracing precision medicine is presenting some major new design, installation and skills challenges. Genomic medicine is enabling precision and personalization of diagnosis and therapy of endocrine conditions. Digital education and communication tools in the field of endocrinology include chatbots, interactive robots and augmented reality. Obesity and diabetes are a major challenge in the GCC region and eHealth tools are increasingly being used for management of care. With regard to growth failure, digital technologies for growth hormone (GH) administration are being shown to enhance adherence and response outcomes. While technical innovations become more affordable with increasing adoption, we should be aware of sustainability, design and implementation costs, training of HCPs and prediction of overall healthcare benefits, which are essential for precision medicine to develop and for its objectives to be achieved.
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Affiliation(s)
| | | | - Riyad Al Shammari
- National Center for Artificial Intelligence, Saudi Data and Artificial Intelligence Authority, Riyadh, Saudi Arabia
| | - Jesús Argente
- Department of Pediatrics & Pediatric Endocrinology, Hospital Infantil Universitario Niño Jesús, Instituto de Investigación La Princesa, Universidad Autónoma de Madrid, Madrid, Spain
- Centro de Investigación Biomédica en Red (CIBER) de Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- IMDEA Food Institute, CEIUAM+CSIC, Madrid, Spain
| | - Bassam Bin-Abbas
- King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Asma Deeb
- Paediatric Endocrine Division, Sheikh Shakhbout Medical City, Abu Dhabi, United Arab Emirates
| | - David Dixon
- Connected Health and Devices, Merck, Ares Trading SA, Aubonne, Switzerland
| | - Nabil Zary
- Institute for Excellence in Health Professions Education, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | | | - Martin O. Savage
- Department of Endocrinology, William Harvey Research Institute, Barts and the London School of Medicine & Dentistry, London, United Kingdom
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20
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de Arriba Muñoz A, Muñiz VC, Saez JJA, Beisti A, Llovet E, Aizpún JIL. Impact of adherence on growth response during the first 2 years of growth hormone treatment. Endocrine 2021; 72:513-523. [PMID: 33284395 DOI: 10.1007/s12020-020-02560-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 11/18/2020] [Indexed: 11/28/2022]
Abstract
PURPOSE Adherence to growth hormone (GH) treatment impacts clinical outcomes. The aim of this study is to assess the impact of adherence to rhGH treatment (2 years) on auxological outcomes. METHODS Multicentric, retrospective observational study in rhGH-naïve GHD/SGA children treated with Saizen® during ≥2 years. Growth response was assessed by evaluating the change in height standard deviation score (ΔH SDS) and the index of responsiveness (IoR). Adherence was monitored using EasyPod™ Connect device. RESULTS A total of 110 patients (3 Spanish centers) were evaluable (GHD n = 76, SGA n = 34). Adherence was 95.6 and 93.9% (year 1, 2). SGA and GHD children showed an increase of 0.6 cm/year and 1.1 cm/year for each 10% adherence modification. Lower adherence was observed in patients with lower pretreatment height velocity (HV) and in patients whose parents had a lower level of education. A positive correlation between index of responsiveness (IoR) during the first and second years with HV SDS during the second year and between IoR2 and adherence (year 1, 2) was observed. The frequency of patients with HV > 1 SD was higher (p = 0.025) among patients with adherence >90%. The best model to predict the height gain(cm) reaching an adjusted R squared of 0.489 involved percentage of adherence, Tanner stage, pretreatment HV, dose of rhGH, and whether the treatment was initiated before or after puberty. CONCLUSIONS Adherence during the first 2 years of response was very high >90% and showed a negative association with age, pretreatment HV and treatment duration and a positive correlation with the level of parent education.
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Affiliation(s)
- Antonio de Arriba Muñoz
- Paediatric Endocrinology, Hospital Universitario Miguel Servet, Zaragoza, Spain.
- Instituto de Investigación Sanitaria Aragón, Zaragoza, Spain.
| | - Vanesa Cancela Muñiz
- Paediatric Endocrinology, Hospital Universitario de Donostia, San Sebastian, Spain
| | - José Juan Alcón Saez
- Paediatric Endocrinology. Paediatrics and Obstetrics-Gynaecology Department, Consorcio Hospital General Universitario de Valencia, Valencia, Spain
| | - Anunciación Beisti
- Paediatric Endocrinology, Fundación Hospital de Calahorra, Calahorra, La Rioja, Spain
| | | | - José Ignacio Labarta Aizpún
- Paediatric Endocrinology, Hospital Universitario Miguel Servet, Zaragoza, Spain
- Instituto de Investigación Sanitaria Aragón, Zaragoza, Spain
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21
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Su PH, Yang C, Chao MC, Chiang CL. Monitoring Adherence Rate to Growth Hormone Therapy and Growth Outcomes in Taiwanese Children Using Easypod Connect: Observational Study. JMIR Pediatr Parent 2021; 4:e14774. [PMID: 33448936 PMCID: PMC7846437 DOI: 10.2196/14774] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 09/23/2020] [Accepted: 11/22/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Adherence to growth hormone therapy is difficult to detect reliably. Devices such as easypod have been developed for electronic recording of injections. The easypod connect observational study (ECOS) was an open-label, observational, multinational, phase IV study conducted in 24 countries around the world. The final results from ECOS in the Taiwanese cohort are reported in this paper. OBJECTIVE This study aimed to evaluate the adherence and long-term outcomes of growth hormone therapy in pediatric subjects using the easypod electromechanical device. METHODS Subjects (aged 2-18 years or >18 years without fusion of growth plates) who received Saizen (recombinant human growth hormone, somatropin) via the easypod device were enrolled in this study. The primary objective was to assess the level of adherence in subjects receiving Saizen via easypod. RESULTS In Taiwan, a total of 35 and 13 children fulfilled the criteria of full analysis set and complete analysis set, respectively. The mean (SD) age of the complete analysis set was 12.08 (2.72) years. All subjects were growth hormone-naïve, with 38% (5/13) females. The mean adherence rates of 13 subjects were 87.6% at 3 months and 84.3% at 6 months, that of 8 subjects was 81.0% at 9 months, and that of 4 subjects was 91.6% at 1 year. After 1 year of treatment, subjects had a median (Q1:Q3) change in height SD score of 0.30 (0.06:0.48), median height velocity of 6.50 (4.33:8.24) cm/year, and median change in height velocity SD score of 1.81 (-0.04:3.52). CONCLUSIONS With the easypod device, patients with inadequate adherence and poor response to treatment can be identified. Adherence to growth hormone therapy administered via easypod was generally high in the first year of treatment but the adherence gradually decreased over time. Overall, growth outcomes after 1 year indicated a positive growth response to growth hormone treatment. Future efforts should be focused on personalized management of adherence by using the easypod system.
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Affiliation(s)
- Pen-Hua Su
- School of Medicine, Chung-Shan Medical University, Taichung City, Taiwan
- Department of Pediatrics and Genetics, Chung Shan Medical University Hospital, Taichung City, Taiwan
| | - Chen Yang
- Division of Genetics, Metabolism and Endocrinology, Department of Pediatrics, Taipei Medical University Hospital, Taipei, Taiwan
| | - Mei-Chyn Chao
- Department of Pediatric Genetics, Changhua Christian Children's Hospital, Changhua, Taiwan
- Department of Pediatric Genetics, Endocrinology and Metabolism, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
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Blanco-López A, Antillón-Ferreira C, Saavedra-Castillo E, Barrientos-Pérez M, Rivero-Escalante H, Flores-Caloca O, Calzada-León R, Rosas-Guerra CC, Koledova E, Chiquete E, Ayala-Estrada A. Adherence to treatment in children with growth hormone deficiency, small for gestational age and Turner syndrome in Mexico: results of the Easypod™ connect observational study (ECOS). J Endocrinol Invest 2020; 43:1447-1452. [PMID: 32239476 PMCID: PMC7481146 DOI: 10.1007/s40618-020-01218-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 03/05/2020] [Indexed: 02/04/2023]
Abstract
BACKGROUND Assessing adherence to growth hormone (GH) is challenging. The Easypod™ connect device delivers pre-set doses of recombinant human GH (r-hGH) and stores a digital record of adherence that can be shared with healthcare provider. We assessed adherence to r-hGH delivered with Easypod™ according to the approved pediatric indications for r-hGH: growth hormone deficiency (GHD), born small for gestational age (SGA) who failed to show catch-up growth and Turner syndrome (TS). METHODS ECOS (NCT01555528) was a multicenter (24 countries), 5-year, longitudinal, observational study, which aimed to evaluate country-specific adherence to r-hGH therapy prescribed via the Easypod™ electronic injection device. The primary endpoint was yearly adherence. Secondary endpoints were height velocity, height velocity standard deviation scores (SDS), height, height SDS and IGF-1 concentrations. Clinical and auxological data were obtained from medical records and adherence from Easypod™ logs. RESULTS This study included 147 Easypod™-naïve Mexican children assessed during 3 years (mean age: 9.96 ± 3.41 years, 56.8% boys, mean height SDS at baseline: - 2.17 ± 0.97): 118 with GHD, 24 SGA and 5 with TS. A total of 105 (71.4%) patients were GH naïve. Overall median adherence was > 90% over the first year of treatment and > 80% at 3 years. Adherence was not different by r-hGH indication or between GH-naïve or experienced patients. At 1-year follow-up, mean change in height SDS was 0.57 ± 0.34, whereas mean height velocity SDS was 2.85 ± 2.51. In all, 84.7% patients had normal IGF-1 concentrations at 1-year follow-up. Adherence was associated with change in height SDS (r = 0.239, p = 0.005) and height velocity SDS (r = 0.194, p = 0.027). CONCLUSION Adherence rates with the Easypod™ device are high and maintained over time in GHD, SGA and TS Easypod™-naïve Mexican patients. High adherence is associated with better outcomes. Easypod™ assists physicians in monitoring adherence to r-hGH.
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Affiliation(s)
- A Blanco-López
- Hospital Ángeles Interlomas and Hospital Español, Mexico City, Mexico
| | | | | | | | | | | | - R Calzada-León
- Servicio de Endocrinología, Instituto Nacional de Pediatría, Mexico City, Mexico
| | - C C Rosas-Guerra
- Merck Biopharma Distribution S.A. de C.V, Naucalpan de Juárez, Mexico
| | - E Koledova
- Merck Healthcare KGaA, Darmstadt, Germany
| | - E Chiquete
- Departamento de Neurología y Psiquiatría, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Delegacion Tlalpan, C.P. 14080, Ciudad de Mexico, México.
| | - A Ayala-Estrada
- Servicio de Pediatría, Hospital ISSEMyM, Toluca, Estado de México, México.
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Labarta JI, de Arriba A, Ferrer M, Loranca M, Martos JM, Rodríguez A, Samaniego ML, Sánchez-Cenizo L. Growth and metabolic effects of long-term recombinant human growth hormone (rhGH) treatment in short children born small for gestational age: GH-RAST study. J Pediatr Endocrinol Metab 2020; 33:923-932. [PMID: 32623373 DOI: 10.1515/jpem-2019-0438] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Accepted: 03/30/2020] [Indexed: 11/15/2022]
Abstract
Objectives To study the efficacy and influence on metabolism of recombinant human growth hormone (rhGH) treatment in short children born small for gestational age (SGA). Methods Retrospective, observational, multicenter study in 305 short children born SGA, treated with rhGH during a mean ± SD of 5.03 ± 1.73 years at a mean ± SD dose of 37 ± 8 μg/kg/day. Auxological and metabolic assessment including glucose and lipids profile were collected. Results Mean ± SD age at the start of treatment was 7.11 ± 2.78 years. Height and weight improved significantly until the end of treatment from mean -2.72 (CI95%: -2.81 to -2.63) standard deviation score (SDS) to -1.16 (CI95%: -1.44 to -0.88) SDS and from -1.62 (CI95%: -1.69 to -1.55) SDS to -0.94 (CI95%: -1.14 to -0.74) SDS respectively. Mean height gain was 1.27 (CI95%: 0.99-1.54) SDS. Prepubertal patients showed higher height gain than pubertal children (mean [CI95%] = 1.44 [CI95%: 1.14-1.74] vs. 0.73 [CI95%: 0.22-1.24], p=0.02). Height gain SDS during treatment negatively correlated with chronological age (CA) and bone age (BA) delay and positively correlated with duration of treatment, height gain during first year of treatment, years on prepubertal treatment and height SDS from target height (TH). Glucose, insulin, and triglycerides increased significantly but remained within the normal range. Total and LDL-cholesterol decreased significantly, and HDL-cholesterol remained unchanged. Conclusions rhGH treatment in short SGA children effectively normalized height in most of the patients and showed a safe metabolic profile. Children who benefit the most are those with greater height SDS distance from TH, BA delay, longer duration of treatment and prepubertal treatment initiation.
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Affiliation(s)
| | | | - Marta Ferrer
- Hospital Universitario Miguel Servet, Zaragoza, Spain
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