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Man JP, Klopotowska J, Asselbergs FW, Handoko ML, Chamuleau SAJ, Schuuring MJ. Digital Solutions to Optimize Guideline-Directed Medical Therapy Prescriptions in Heart Failure Patients: Current Applications and Future Directions. Curr Heart Fail Rep 2024; 21:147-161. [PMID: 38363516 PMCID: PMC10924030 DOI: 10.1007/s11897-024-00649-x] [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] [Accepted: 01/29/2024] [Indexed: 02/17/2024]
Abstract
PURPOSEOF REVIEW Guideline-directed medical therapy (GDMT) underuse is common in heart failure (HF) patients. Digital solutions have the potential to support medical professionals to optimize GDMT prescriptions in a growing HF population. We aimed to review current literature on the effectiveness of digital solutions on optimization of GDMT prescriptions in patients with HF. RECENT FINDINGS We report on the efficacy, characteristics of the study, and population of published digital solutions for GDMT optimization. The following digital solutions are discussed: teleconsultation, telemonitoring, cardiac implantable electronic devices, clinical decision support embedded within electronic health records, and multifaceted interventions. Effect of digital solutions is reported in dedicated studies, retrospective studies, or larger studies with another focus that also commented on GDMT use. Overall, we see more studies on digital solutions that report a significant increase in GDMT use. However, there is a large heterogeneity in study design, outcomes used, and populations studied, which hampers comparison of the different digital solutions. Barriers, facilitators, study designs, and future directions are discussed. There remains a need for well-designed evaluation studies to determine safety and effectiveness of digital solutions for GDMT optimization in patients with HF. Based on this review, measuring and controlling vital signs in telemedicine studies should be encouraged, professionals should be actively alerted about suboptimal GDMT, the researchers should consider employing multifaceted digital solutions to optimize effectiveness, and use study designs that fit the unique sociotechnical aspects of digital solutions. Future directions are expected to include artificial intelligence solutions to handle larger datasets and relieve medical professional's workload.
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Affiliation(s)
- Jelle P Man
- Department of Cardiology, Amsterdam University Medical Center, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
- Netherlands Heart Institute, Utrecht, The Netherlands
| | - Joanna Klopotowska
- Department of Medical Informatics, Amsterdam University Medical Center, Amsterdam, The Netherlands
- Amsterdam Public Health, Amsterdam, The Netherlands
| | - Folkert W Asselbergs
- Institute of Health Informatics, University College London, London, UK
- The National Institute for Health Research University College London Hospitals Biomedical Research Centre, University College London, London, UK
- Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - M Louis Handoko
- Department of Cardiology, Amsterdam University Medical Center, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - Steven A J Chamuleau
- Department of Cardiology, Amsterdam University Medical Center, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
- Netherlands Heart Institute, Utrecht, The Netherlands
| | - Mark J Schuuring
- Department of Cardiology, Amsterdam University Medical Center, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands.
- Netherlands Heart Institute, Utrecht, The Netherlands.
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Azizi Z, Golbus JR, Spaulding EM, Hwang PH, Ciminelli ALA, Lacar K, Hernandez MF, Gilotra NA, Din N, Brant LCC, Au R, Beaton A, Nallamothu BK, Longenecker CT, Martin SS, Dorsch MP, Sandhu AT. Challenge of Optimizing Medical Therapy in Heart Failure: Unlocking the Potential of Digital Health and Patient Engagement. J Am Heart Assoc 2024; 13:e030952. [PMID: 38226520 PMCID: PMC10926816 DOI: 10.1161/jaha.123.030952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2024]
Affiliation(s)
- Zahra Azizi
- Center for Digital HealthStanford UniversityStanfordCA
- Stanford University Division of Cardiovascular Medicine and Cardiovascular Institute, Department of MedicineStanford UniversityStanfordCA
| | - Jessica R. Golbus
- Division of Cardiovascular Diseases, Department of Internal MedicineUniversity of MichiganAnn ArborMI
- Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP)University of MichiganAnn ArborMI
- The Center for Clinical Management and ResearchAnn Arbor VA Medical CenterAnn ArborMI
| | - Erin M. Spaulding
- Johns Hopkins University School of NursingBaltimoreMD
- mTECH Center, Division of Cardiology, Department of MedicineJohns Hopkins University School of MedicineBaltimoreMD
| | - Phillip H. Hwang
- Department of EpidemiologyBoston University School of Public HealthBostonMA
| | - Ana L. A. Ciminelli
- School of Medicine and Hospital das Clínicas Telehealth CenterUniversidade Federal de Minas GeraisBelo HorizonteBrazil
| | - Kathleen Lacar
- Center for Digital HealthStanford UniversityStanfordCA
- Stanford University Division of Cardiovascular Medicine and Cardiovascular Institute, Department of MedicineStanford UniversityStanfordCA
| | - Mario Funes Hernandez
- Center for Digital HealthStanford UniversityStanfordCA
- Stanford University Division of Cardiovascular Medicine and Cardiovascular Institute, Department of MedicineStanford UniversityStanfordCA
| | - Nisha A. Gilotra
- mTECH Center, Division of Cardiology, Department of MedicineJohns Hopkins University School of MedicineBaltimoreMD
| | - Natasha Din
- Center for Digital HealthStanford UniversityStanfordCA
- Veterans Affairs Palo Alto Healthcare SystemPalo AltoCA
| | - Luisa C. C. Brant
- School of Medicine and Hospital das Clínicas Telehealth CenterUniversidade Federal de Minas GeraisBelo HorizonteBrazil
| | - Rhoda Au
- Department of EpidemiologyBoston University School of Public HealthBostonMA
- Department of Anatomy and NeurobiologyBoston University School of MedicineBostonMA
| | - Andrea Beaton
- Department of PediatricsUniversity of Cincinnati School of MedicineCincinnatiOH
- Department of PediatricsThe Heart Institute at Cincinnati Children’s HospitalCincinnatiOH
| | - Brahmajee K. Nallamothu
- Division of Cardiovascular Diseases, Department of Internal MedicineUniversity of MichiganAnn ArborMI
- Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP)University of MichiganAnn ArborMI
- The Center for Clinical Management and ResearchAnn Arbor VA Medical CenterAnn ArborMI
| | - Chris T. Longenecker
- Division of Cardiology and Department of Global HealthUniversity of WashingtonSeattleWA
| | - Seth S. Martin
- mTECH Center, Division of Cardiology, Department of MedicineJohns Hopkins University School of MedicineBaltimoreMD
| | | | - Alexander T. Sandhu
- Center for Digital HealthStanford UniversityStanfordCA
- Stanford University Division of Cardiovascular Medicine and Cardiovascular Institute, Department of MedicineStanford UniversityStanfordCA
- Veterans Affairs Palo Alto Healthcare SystemPalo AltoCA
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