Opportunities for digitally-enabled personalization and decision support for pediatric growth hormone therapy.


Journal

Frontiers in endocrinology
ISSN: 1664-2392
Titre abrégé: Front Endocrinol (Lausanne)
Pays: Switzerland
ID NLM: 101555782

Informations de publication

Date de publication:
2024
Historique:
received: 22 05 2024
accepted: 16 09 2024
medline: 30 10 2024
pubmed: 30 10 2024
entrez: 30 10 2024
Statut: epublish

Résumé

Smart technologies and connected health are providing opportunities for improved healthcare for chronic conditions. Acceptance by healthcare professionals (HCPs) and patients is crucial for successful implementation. Evidence-based standards, technological infrastructure and regulatory processes are needed to integrate digital tools into clinical practice. Personal health records provide continuity and aid decision-making, while machine-learning algorithms may help in optimizing therapies and improving outcomes. Digital healthcare can negate geographical barriers, enabling patients in remote areas to access specialist endocrine expertise. We review available and developing digital tools to manage care for patients requiring growth hormone (GH) therapy for growth failure conditions. GH is most often administered via daily injections over several years; continuous adherence is necessary but may become insufficient. Future development and integration of electronic platforms for GH therapy requires involvement of all stakeholders in design-thinking approaches and human-factor testing. Growzen Connect is an innovative digital ecosystem designed to increase the management and monitoring of GH therapy, comprising the easypod device and connected mobile apps. It provides a real-time overview of a patient's therapy, including adherence and growth response, which aids decision-making by HCPs and empowers patients to engage in their therapy journey. Incorporating prediction models for adherence and growth in the ecosystem helps patients build treatment habits and allows issues to be addressed in a timely fashion. A connected ecosystem for GH therapy can enhance outcomes and empower patients, fostering a collaborative and patient-centered approach that is more proactive, beyond the traditional clinic-based approach.

Identifiants

pubmed: 39473505
doi: 10.3389/fendo.2024.1436778
pmc: PMC11518754
doi:

Substances chimiques

Human Growth Hormone 12629-01-5

Types de publication

Journal Article Review

Langues

eng

Sous-ensembles de citation

IM

Pagination

1436778

Informations de copyright

Copyright © 2024 Dimitri, van Dommelen, Banerjee, Bellazzi, Ciaccio, de Arriba Muñoz, Loche, Zaini, Halabi, Bagha and Koledova.

Déclaration de conflit d'intérêts

EK is an employee of Merck Healthcare KGaA, Darmstadt, Germany and holds shares in the company. MB is an employee of Tiba Medical Inc., Beaverton, OR, USA. PDo has a consultancy agreement with Merck Healthcare KGaA, Darmstadt, Germany. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Références

J Diabetes Sci Technol. 2023 Mar;17(2):283-289
pubmed: 36326233
Patient Prefer Adherence. 2022 Jul 11;16:1663-1671
pubmed: 35846871
J Med Internet Res. 2016 Jan 08;18(1):e6
pubmed: 26747176
Stud Health Technol Inform. 2021 May 27;281:926-930
pubmed: 34042809
Jpn J Radiol. 2024 Jan;42(1):3-15
pubmed: 37540463
Front Clin Diabetes Healthc. 2023 Dec 15;4:1316111
pubmed: 38161783
Horm Res Paediatr. 2015;84(4):240-7
pubmed: 26279278
Growth Horm IGF Res. 2021 Aug;59:101408
pubmed: 34102547
Acta Paediatr. 2021 Apr;110(4):1231-1238
pubmed: 33118654
Int J Environ Res Public Health. 2023 Aug 11;20(16):
pubmed: 37623144
Eur J Pediatr. 2024 Mar;183(3):1145-1152
pubmed: 37843612
JMIR Diabetes. 2022 Nov 30;7(4):e38660
pubmed: 36265838
BMJ Open. 2021 Oct 29;11(10):e053268
pubmed: 34716166
Front Public Health. 2023 Apr 18;11:1043584
pubmed: 37143968
Front Endocrinol (Lausanne). 2018 Jan 11;8:374
pubmed: 29375479
Psychooncology. 2022 Oct;31(10):1621-1636
pubmed: 35996330
Stud Health Technol Inform. 2021 Nov 18;287:23-27
pubmed: 34795072
Healthcare (Basel). 2022 Oct 03;10(10):
pubmed: 36292387
BMC Health Serv Res. 2018 Oct 19;18(1):794
pubmed: 30340639
J Endocrinol. 2023 Mar 30;257(2):
pubmed: 36524723
Eur J Pediatr. 2022 Apr;181(4):1321-1327
pubmed: 35048178
Pharmaceutics. 2022 Nov 04;14(11):
pubmed: 36365191
Patient Prefer Adherence. 2020 Oct 13;14:1889-1899
pubmed: 33116433
J Med Internet Res. 2022 Jul 1;24(7):e36690
pubmed: 35776492
J Pers Med. 2023 Feb 11;13(2):
pubmed: 36836548
JMIR Res Protoc. 2023 Sep 20;12:e46847
pubmed: 37728977
Pharmacoecon Open. 2023 Jan;7(1):121-138
pubmed: 36255609
JAMA Netw Open. 2022 Dec 1;5(12):e2248784
pubmed: 36576737
Horm Res Paediatr. 2021;94(1-2):18-35
pubmed: 34111870
Front Endocrinol (Lausanne). 2022 Jun 30;13:882192
pubmed: 35846336
Adv Pediatr. 2022 Aug;69(1):203-217
pubmed: 35985710
Adv Mater. 2024 Jan;36(1):e2211595
pubmed: 36917076
Stud Health Technol Inform. 2021 May 27;281:829-833
pubmed: 34042790
Front Endocrinol (Lausanne). 2024 Jul 02;15:1372716
pubmed: 39015178
Front Endocrinol (Lausanne). 2023 Apr 06;14:1129385
pubmed: 37091843
JMIR Hum Factors. 2023 Aug 2;10:e46893
pubmed: 37531173
Pediatr Rheumatol Online J. 2020 Apr 26;18(1):36
pubmed: 32340616
Clin Pediatr Endocrinol. 2021;30(2):85-92
pubmed: 33867668
BMC Med Inform Decis Mak. 2022 Jul 6;22(1):179
pubmed: 35794586
J Pediatr Endocrinol Metab. 2020 Jul 28;33(7):923-932
pubmed: 32623373
J Med Internet Res. 2021 May 20;23(5):e27446
pubmed: 34014174
Diabetes Ther. 2022 Jan;13(1):43-56
pubmed: 34748170
PLoS One. 2021 Mar 15;16(3):e0248549
pubmed: 33720997
Front Endocrinol (Lausanne). 2021 Sep 01;12:720419
pubmed: 34539573
Child Care Health Dev. 2017 Jan;43(1):126-132
pubmed: 27554643
BMC Health Serv Res. 2023 Dec 20;23(1):1448
pubmed: 38124113
Injury. 2023 May;54 Suppl 3:S51-S56
pubmed: 34949460
Annu Rev Psychol. 2022 Jan 4;73:327-352
pubmed: 34587780
J Clin Res Pediatr Endocrinol. 2019 Jul 09;11(4):329-340
pubmed: 31284701
Front Pediatr. 2021 Jul 29;9:715705
pubmed: 34395347
Comput Struct Biotechnol J. 2023 Nov 23;23:212-233
pubmed: 38169966
Arch Dis Child. 2022 Mar;107(3):223-228
pubmed: 34301619
J Med Internet Res. 2020 Jul 29;22(7):e18157
pubmed: 32723712
J Patient Rep Outcomes. 2022 Jun 10;6(1):62
pubmed: 35689159
JMIR Res Protoc. 2021 Aug 26;10(8):e30431
pubmed: 34435960
Front Med Technol. 2021 Mar 15;3:609878
pubmed: 35047902
J Med Internet Res. 2023 Sep 21;25:e42405
pubmed: 37733435
Front Endocrinol (Lausanne). 2022 Oct 05;13:999077
pubmed: 36277722
Clin Epidemiol. 2022 Oct 26;14:1205-1214
pubmed: 36320440
JMIR Mhealth Uhealth. 2018 Mar 22;6(3):e68
pubmed: 29567637
J Eur Acad Dermatol Venereol. 2024 Jan;38(1):22-30
pubmed: 37766502
NPJ Digit Med. 2018 Sep 13;1:46
pubmed: 31304326
Front Endocrinol (Lausanne). 2022 May 06;13:897956
pubmed: 35600589
Stud Health Technol Inform. 2021 May 27;281:133-137
pubmed: 34042720
Ann Pediatr Endocrinol Metab. 2021 Dec;26(4):218-226
pubmed: 34991299

Auteurs

Paul Dimitri (P)

University of Sheffield, Western Bank, Sheffield, United Kingdom.

Paula van Dommelen (P)

Department of Child Health, The Netherlands Organization for Applied Scientific Research TNO, Leiden, Netherlands.

Indraneel Banerjee (I)

Royal Manchester Children's Hospital, Manchester University Hospitals Foundation Trust, Manchester, United Kingdom.

Riccardo Bellazzi (R)

Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.

Marta Ciaccio (M)

Endocrinology Service, National Pediatric Hospital "Prof. Dr. Juan P. Garrahan", Buenos Aires, Argentina.

Antonio de Arriba Muñoz (A)

Paediatric Endocrinology, Hospital Universitario Miguel Servet, Zaragoza, Spain.

Sandro Loche (S)

Research Area for Innovative Therapies in Endocrinopathies, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy.

Azriyanti Anuar Zaini (AA)

Department of Paediatrics, University of Malaya, Kuala Lumpur, Malaysia.

Ammar Halabi (A)

Global Digital Health, Ares Trading SA, Eysins, Switzerland, an affiliate of Merck KGaA, Darmstadt, Germany.

Merat Bagha (M)

Tiba Medical Inc., Beaverton, OR, United States.

Ekaterina Koledova (E)

Global Medical Affairs Cardiometabolic & Endocrinology, Merck Healthcare KGaA, Darmstadt, Germany.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH