1
|
Le NN, Frater I, Lip S, Padmanabhan S. Hypertension precision medicine: the promise and pitfalls of pharmacogenomics. Pharmacogenomics 2025:1-24. [PMID: 40421951 DOI: 10.1080/14622416.2025.2504865] [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: 02/17/2025] [Accepted: 05/08/2025] [Indexed: 05/28/2025] Open
Abstract
Pharmacogenomics (PGx) has the potential to revolutionize hypertension management by tailoring antihypertensive therapy based on genetic profiles. Despite significant advances in genomic research, the clinical translation of PGx in hypertension remains challenging due to genetic complexity, variability in drug response, and implementation barriers. This review explores the genetic basis of hypertension, highlighting key pharmacogenomic markers that influence antihypertensive metabolism and efficacy, including CYP2D6, CYP3A4, UMOD, and ACE polymorphisms. We also examine the role of Mendelian randomization, polygenic risk scores in drug development and stratifying hypertension treatment response. While PGx offers opportunities for personalized medicine - such as reducing trial-and-error prescribing and improving adherence - several obstacles hinder its widespread adoption. These include limited clinical actionability, lack of large-scale randomized controlled trials, cost constraints, and concerns about equity and accessibility. Furthermore, drug-gene interactions and phenoconversion add complexity to implementation. Emerging technologies, including artificial intelligence-driven prescribing, microbiome integration, and pharmacoepigenomics, may enhance PGx precision in hypertension management. However, further research, clinical validation, and policy frameworks are necessary before PGx can be routinely incorporated into hypertension care. This review critically evaluates both the promise and limitations of PGx in hypertension, offering insights into the future of precision medicine in cardiovascular health.
Collapse
Affiliation(s)
- Nhu Ngoc Le
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, Scotland, UK
| | - Iain Frater
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, Scotland, UK
| | - Stefanie Lip
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, Scotland, UK
| | - Sandosh Padmanabhan
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, Scotland, UK
| |
Collapse
|
2
|
Sareban M, Treff G, Smeddinck JD, Hussein R, Niebauer J. Opportunities and barriers for reimbursement of digital therapeutics in Austria: Findings From expert interviews. Digit Health 2025; 11:20552076241299062. [PMID: 39777062 PMCID: PMC11705324 DOI: 10.1177/20552076241299062] [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: 07/01/2024] [Accepted: 10/23/2024] [Indexed: 01/11/2025] Open
Abstract
Background Digital therapeutics (DTx) are software-based interventions that aim to prevent or treat especially non-communicable diseases. Currently, no framework for reimbursement of DTx exists in Austria. The aim of this study was to gather a comprehensive perspective on regulatory considerations of Austrian stakeholders with regard to reimbursement of DTx and to outline strategies for establishing a national reimbursement framework. Methods Based on a stakeholder analysis, seven semi-structured interviews with Austrian experts from the digital health-related fields medicine, public health, health technology assessment, health industry and social security providers were conducted. Interviews were analyzed according to seven predefined themes. Results Overall, participants agreed that reimbursement of DTx by the public insurance in Austria is desirable. Prerequisites are (i) a high user and prescriber acceptance of DTx, which must be integrated into a transparent and interoperable Austrian e-Health infrastructure, (ii) a sufficient, risk-based level of evidence for clinical effectiveness, (iii) national authorities that transparently provide evidence-base, indications, contra-indications and potential risks, (iv) adopting European regulations about data security, secondary use of data and use of artificial intelligence and (v) a health-economical evaluation of DTx. Conclusion A comprehensive national strategy for reimbursing DTx will need to consider technical, scientific and socio-economical requirements, patient safety and liability, secure health data handling and use of artificial intelligence in order to establish a sound framework with equitable access also for socioeconomically disadvantaged persons in order to address the growing burden of non-communicable diseases.
Collapse
Affiliation(s)
- Mahdi Sareban
- University Institute of Sports Medicine, Prevention and Rehabilitation, University Hospital Salzburg, Paracelsus Medical University, Salzburg, Austria
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
| | - Gunnar Treff
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
- Institute of Molecular Sports Medicine and Rehabilitation, Paracelsus Medical University, Salzburg, Austria
| | - Jan David Smeddinck
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
| | - Rada Hussein
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
| | - Josef Niebauer
- University Institute of Sports Medicine, Prevention and Rehabilitation, University Hospital Salzburg, Paracelsus Medical University, Salzburg, Austria
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
- Institute of Molecular Sports Medicine and Rehabilitation, Paracelsus Medical University, Salzburg, Austria
| |
Collapse
|
3
|
Mangal S, Hyder M, Zarzuela K, McDonald W, Masterson Creber RM, Kronish IM, Konigorski S, Maurer MS, Safford MM, Lachs MS, Goyal P. "It Attracts Your Eyes and Brain": Refining Visualizations for Shared Decision-Making with Heart Failure Patients. Appl Clin Inform 2024; 15:1013-1024. [PMID: 39178891 PMCID: PMC11617074 DOI: 10.1055/a-2402-5832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 08/22/2024] [Indexed: 08/26/2024] Open
Abstract
BACKGROUND N-of-1 trials have emerged as a personalized approach to patient-centered care, where patients can compare evidence-based treatments using their own data. However, little is known about optimal methods to present individual-level data from medication-related N-of-1 trials to patients to promote decision-making. OBJECTIVES We conducted qualitative interviews with patients with heart failure with preserved ejection fraction undergoing N-of-1 trials to iterate, refine, and optimize a patient-facing data visualization tool for displaying the results of N-of-1 medication trials. The goal of optimizing this tool was to promote patients' understanding of their individual health information and to ultimately facilitate shared decision-making about continuing or discontinuing their medication. METHODS We conducted 32 semistructured qualitative interviews with 9 participants over the course of their participation in N-of-1 trials. The N-of-1 trials were conducted to facilitate a comparison of continuing versus discontinuing a β-blocker. Interviews were conducted in person or over the phone after each treatment period to evaluate participant perspectives on a data visualization tool prototype. Data were coded using directed content analysis by two independent reviewers and included a third reviewer to reach a consensus when needed. Major themes were extracted and iteratively incorporated into the patient-facing data visualization tool. RESULTS Nine participants provided feedback on how their data were displayed in the visualization tool. After qualitative analysis, three major themes emerged that informed our final interface. Participants preferred: (1) clearly stated individual symptom scores, (2) a reference image with labels to guide their interpretation of symptom information, and (3) qualitative language over numbers alone conveying the meaning of changes in their scores (e.g., better, worse). CONCLUSION Feedback informed the design of a patient-facing data visualization tool for medication-related N-of-1 trials. Future work should include usability and comprehension testing of this interface on a larger scale.
Collapse
Affiliation(s)
- Sabrina Mangal
- Department of Biobehavioral Nursing and Health Informatics, University of Washington School of Nursing, Seattle, Washington, United States
| | - Maryam Hyder
- Department of Medicine, Weill Cornell Medicine, New York, New York, United States
- Program for the Care and Study of the Aging Heart, Weill Cornell Medicine, New York, New York, United States
| | - Kate Zarzuela
- Department of Medicine, Weill Cornell Medicine, New York, New York, United States
- Program for the Care and Study of the Aging Heart, Weill Cornell Medicine, New York, New York, United States
| | - William McDonald
- Department of Medicine, Weill Cornell Medicine, New York, New York, United States
| | | | - Ian M. Kronish
- Department of Medicine, Columbia University, New York, New York, United States
| | - Stefan Konigorski
- Digital Health Cluster, Hasso Plattner Institute for Digital Engineering, University of Potsdam, Potsdam, Germany
- Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, New York, United States
| | - Mathew S. Maurer
- Department of Medicine, Columbia University, New York, New York, United States
| | - Monika M. Safford
- Department of Medicine, Weill Cornell Medicine, New York, New York, United States
| | - Mark S. Lachs
- Department of Medicine, Weill Cornell Medicine, New York, New York, United States
| | - Parag Goyal
- Department of Medicine, Weill Cornell Medicine, New York, New York, United States
- Program for the Care and Study of the Aging Heart, Weill Cornell Medicine, New York, New York, United States
| |
Collapse
|
4
|
Smorodin E, Chuzmarov V, Veidebaum T. The Potential of Integrative Cancer Treatment Using Melatonin and the Challenge of Heterogeneity in Population-Based Studies: A Case Report of Colon Cancer and a Literature Review. Curr Oncol 2024; 31:1994-2023. [PMID: 38668052 PMCID: PMC11049198 DOI: 10.3390/curroncol31040149] [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: 01/28/2024] [Revised: 03/19/2024] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
Melatonin is a multifunctional hormone regulator that maintains homeostasis through circadian rhythms, and desynchronization of these rhythms can lead to gastrointestinal disorders and increase the risk of cancer. Preliminary clinical studies have shown that exogenous melatonin alleviates the harmful effects of anticancer therapy and improves quality of life, but the results are still inconclusive due to the heterogeneity of the studies. A personalized approach to testing clinical parameters and response to integrative treatment with nontoxic and bioavailable melatonin in patient-centered N-of-1 studies deserves greater attention. This clinical case of colon cancer analyzes and discusses the tumor pathology, the adverse effects of chemotherapy, and the dynamics of markers of inflammation (NLR, LMR, and PLR ratios), tumors (CEA, CA 19-9, and PSA), and hemostasis (D-dimer and activated partial thromboplastin time). The patient took melatonin during and after chemotherapy, nutrients (zinc, selenium, vitamin D, green tea, and taxifolin), and aspirin after chemotherapy. The patient's PSA levels decreased during CT combined with melatonin (19 mg/day), and melatonin normalized inflammatory markers and alleviated symptoms of polyneuropathy but did not help with thrombocytopenia. The results are analyzed and discussed in the context of the literature on oncostatic and systemic effects, alleviating therapy-mediated adverse effects, association with survival, and N-of-1 studies.
Collapse
Affiliation(s)
- Eugeniy Smorodin
- Department of Chronic Diseases, National Institute for Health Development, Paldiski mnt 80, 10617 Tallinn, Estonia;
| | - Valentin Chuzmarov
- 2nd Surgery Department, General Surgery and Oncology Surgery Centre, North Estonia Medical Centre, J. Sütiste Str. 19, 13419 Tallinn, Estonia
| | - Toomas Veidebaum
- Department of Chronic Diseases, National Institute for Health Development, Paldiski mnt 80, 10617 Tallinn, Estonia;
| |
Collapse
|
5
|
Nakamura-Palacios EM, Falçoni Júnior AT, Tanese GL, Vogeley ACE, Namasivayam AK. Enhancing Speech Rehabilitation in a Young Adult with Trisomy 21: Integrating Transcranial Direct Current Stimulation (tDCS) with Rapid Syllable Transition Training for Apraxia of Speech. Brain Sci 2024; 14:58. [PMID: 38248273 PMCID: PMC10813810 DOI: 10.3390/brainsci14010058] [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: 12/08/2023] [Revised: 01/02/2024] [Accepted: 01/04/2024] [Indexed: 01/23/2024] Open
Abstract
Apraxia of speech is a persistent speech motor disorder that affects speech intelligibility. Studies on speech motor disorders with transcranial Direct Current Stimulation (tDCS) have been mostly directed toward examining post-stroke aphasia. Only a few tDCS studies have focused on apraxia of speech or childhood apraxia of speech (CAS), and no study has investigated individuals with CAS and Trisomy 21 (T21, Down syndrome). This N-of-1 randomized trial examined the effects of tDCS combined with a motor learning task in developmental apraxia of speech co-existing with T21 (ReBEC RBR-5435x9). The accuracy of speech sound production of nonsense words (NSWs) during Rapid Syllable Transition Training (ReST) over 10 sessions of anodal tDCS (1.5 mA, 25 cm) over Broca's area with the cathode over the contralateral region was compared to 10 sessions of sham-tDCS and four control sessions in a 20-year-old male individual with T21 presenting moderate-severe childhood apraxia of speech (CAS). The accuracy for NSW production progressively improved (gain of 40%) under tDCS (sham-tDCS and control sessions showed < 20% gain). A decrease in speech severity from moderate-severe to mild-moderate indicated transfer effects in speech production. Speech accuracy under tDCS was correlated with Wernicke's area activation (P3 current source density), which in turn was correlated with the activation of the left supramarginal gyrus and the Sylvian parietal-temporal junction. Repetitive bihemispheric tDCS paired with ReST may have facilitated speech sound acquisition in a young adult with T21 and CAS, possibly through activating brain regions required for phonological working memory.
Collapse
Affiliation(s)
| | | | - Gabriela Lolli Tanese
- Clinic of Speech-Language Pathology, Eldorado Business Tower, Goiânia 74280-010, GO, Brazil;
| | - Ana Carla Estellita Vogeley
- Department of Speech and Language Pathology, Federal University of Paraíba, João Pessoa 58051-900, PB, Brazil;
| | - Aravind Kumar Namasivayam
- Department of Speech-Language Pathology, University of Toronto, Toronto, ON M5G 1V7, Canada;
- Speech Research Centre Inc., Brampton, ON L7A 2T1, Canada
| |
Collapse
|