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Search Results (211)

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13 pages, 798 KB  
Article
Social Determinants of Health ICD-10 Code Use by a Large Integrated Healthcare System
by Cynthia Hau, Janet M. Grubber, Ryan E. Ferguson, William C. Cushman, Areef Ishani, Peter A. Glassman, Colleen A. Hynes and Sarah M. Leatherman
Healthcare 2025, 13(21), 2710; https://doi.org/10.3390/healthcare13212710 - 27 Oct 2025
Viewed by 148
Abstract
Background/Objectives: Identifying social determinants of health (SDOH) is important for effective clinical care. The ICD-10 introduced diagnostic categories to describe patients’ adverse SDOH, but these codes are infrequently used across health systems, presenting challenges to implement data-driven healthcare. This study illustrates SDOH [...] Read more.
Background/Objectives: Identifying social determinants of health (SDOH) is important for effective clinical care. The ICD-10 introduced diagnostic categories to describe patients’ adverse SDOH, but these codes are infrequently used across health systems, presenting challenges to implement data-driven healthcare. This study illustrates SDOH code utilization within a setting that is recognized as one of the largest integrated healthcare systems across the United States. Methods: Real-world clinical data were used with ICD-10 SDOH records obtained from 13,523 participants randomized into the Diuretic Comparison Project, a pragmatic trial conducted within the Veterans Affairs (VA) Health Care System between 2016 and 2022. SDOH code utilization was assessed across study years and among the specialized outpatient clinics. Results: A total of 29,305 SDOH records were identified, and 99.2% were from outpatient encounters. Social, mental, and housing care services generated the most SDOH records. Moreover, 3894 (28.8%) participants had at least one SDOH record during the 6-year period. Particular, 6.9% of participants had a record in the first year, and this increased to 7.6%, 8.1%, 8.7%, 9.6%, 10.3% in consecutive years. Conclusions: Our results suggest that SDOH code utilization has continued to improve within the VA, but SDOH assessments may not occur annually or be performed systematically within an integrated health setting. Much work is needed to develop universal screening tools and mandate routine SDOH evaluations. Nevertheless, a persistent increase in the counts of ICD-10 SDOH records shows a positive movement towards systematic documentation, supporting service providers to efficiently identify patients with adverse SDOH. Full article
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23 pages, 721 KB  
Perspective
Integrating Emotional Stress and Lipid Lowering in Cardiovascular Disease Management: The Future of Precision Cardiovascular Prevention
by Emmanuel Eroume A Egom and Bernadette Sandrine Lema
J. Clin. Med. 2025, 14(20), 7208; https://doi.org/10.3390/jcm14207208 - 13 Oct 2025
Viewed by 720
Abstract
Residual cardiovascular risk remains substantial despite widespread adoption of intensive lipid-lowering strategies—statins, PCSK9 inhibitors, and RNA-based agents—that achieve very low LDL-C and apoB levels. Over the past three years, converging epidemiologic and mechanistic evidence has highlighted emotional stress—including anger, grief, anxiety, and chronic [...] Read more.
Residual cardiovascular risk remains substantial despite widespread adoption of intensive lipid-lowering strategies—statins, PCSK9 inhibitors, and RNA-based agents—that achieve very low LDL-C and apoB levels. Over the past three years, converging epidemiologic and mechanistic evidence has highlighted emotional stress—including anger, grief, anxiety, and chronic psychosocial strain—as a biologically active determinant of atherosclerotic disease and a frequent trigger of acute events. We propose the Emotion–Lipid Synergy Model, in which lipid burden establishes the atherothrombotic substrate while emotion-driven autonomic and vascular perturbations amplify endothelial dysfunction, microvascular constriction, inflammation, and thrombogenicity—thereby widening the residual-risk gap even when lipid targets are met. From this perspective, prevention should evolve toward precision psychocardiology: systematically screening for distress and stress reactivity; leveraging wearables to detect high-risk emotional states; and delivering timely, scalable, just-in-time behavioral interventions alongside guideline-directed lipid management. Particular attention is warranted for women and patients with angina and no obstructive coronary disease, who appear disproportionately susceptible to mental-stress ischemia. We outline a research agenda—flagship outcomes trials, mechanistic studies, and multimodal phenotyping—and discuss implementation pathways that integrate emotion metrics into cardiac rehabilitation and routine care. Integrating emotion assessment and modulation with lipid control offers a pragmatic route to reduce residual risk and advance equitable, personalized cardiovascular prevention. Full article
(This article belongs to the Section Cardiovascular Medicine)
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11 pages, 733 KB  
Article
Linking Intradialytic Blood Volume Dynamics to Extracellular Fluid Status: Toward Personalized Fluid Assessment in Hemodialysis
by Martin Russwurm, Marvin Braun, Julia Menne, Lara Ploeger, Marc Miran, Fabian Max, Lotte Dahmen, Joachim Hoyer and Johannes Wild
J. Clin. Med. 2025, 14(20), 7188; https://doi.org/10.3390/jcm14207188 - 12 Oct 2025
Viewed by 353
Abstract
Background: Accurate assessment of volume status remains a central challenge in hemodialysis (HD). Although bioimpedance spectroscopy (BIS) can quantify fluid compartments, it is time-consuming and requires a lot of personnel. Modern HD machines provide continuous relative blood volume (RBV) monitoring. We examined [...] Read more.
Background: Accurate assessment of volume status remains a central challenge in hemodialysis (HD). Although bioimpedance spectroscopy (BIS) can quantify fluid compartments, it is time-consuming and requires a lot of personnel. Modern HD machines provide continuous relative blood volume (RBV) monitoring. We examined whether intradialytic RBV dynamics reflect pre-dialysis extracellular fluid (ECW) status to inform personalized fluid management. Methods: In an ancillary, monocentric, prospective study of the SkInDialysis trial (DRKS00036332), 11 maintenance-HD patients underwent three standardized dialysis sessions with simultaneous measurement of RBV and BIS. BIS was performed at five time points per session (pre-HD; 20, 80, and 160 min after the start of HD; and post-HD). Ultrafiltration (UF), RBV, total body water (TBW), ECW, and intracellular water (ICW) were recorded. Results: Mean total UF was 2809 ± 894 mL/session. RBV declined to 94.7 ± 3.1% at 20 min and to 87.6 ± 5.5% by the end of the session. TBW decreased by 2.9 ± 2.7%, driven by ECW reduction (−3.15 ± 2.9%) over ICW (−1.1 ± 1.65%). Cumulative UF correlated with declines in TBW (R2 = 0.18; p = 0.02) and ECW (R2 = 0.23; p = 0.01) and more modestly with ICW (R2 = 0.16; p = 0.04). In contrast, ΔRBV (pre- vs. post-HD) did not correlate with UF, weight loss, or compartmental water changes. Early steady-state RBV at 80 min correlated with pre-HD ECW (R2 = 0.19; p = 0.02) and more strongly with the pre-HD ECW/ICW ratio (R2 = 0.34; p = 0.001). Conclusions: In this small, repeated-measures cohort, absolute early steady state RBV levels were associated with pre-dialysis ECW and the ECW/ICW ratio, whereas RBV change (ΔRBV) did not track absolute fluid removal. Our data support a time-anchored RBV level as a pragmatic, device-embedded indicator of the pre-dialysis extracellular reservoir. Full article
(This article belongs to the Special Issue Hemodialysis: Clinical Updates and Advances)
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15 pages, 912 KB  
Article
A Structured Low-Intensity Home-Based Walking Program to Improve Physical and Mental Functioning After Hospitalization for Severe COVID-19: A Pragmatic Nonrandomized Controlled Trial
by Nicola Lamberti, Andrea Baroni, Giovanni Piva, Giulia Fregna, Nicola Schincaglia, Anna Crepaldi, Lorenzo Gamberini, Antonella Occhi, Sofia Straudi and Fabio Manfredini
J. Clin. Med. 2025, 14(19), 6938; https://doi.org/10.3390/jcm14196938 - 30 Sep 2025
Viewed by 456
Abstract
Background/Objectives: We aimed to test whether home-based low-intensity interval training (LIIT) could be equally or more effective than traditional continuous walking advice (TWA) in a population hospitalized and healed from severe COVID-19. Methods: This pragmatic nonrandomized controlled trial (NCT04615390) enrolled patients [...] Read more.
Background/Objectives: We aimed to test whether home-based low-intensity interval training (LIIT) could be equally or more effective than traditional continuous walking advice (TWA) in a population hospitalized and healed from severe COVID-19. Methods: This pragmatic nonrandomized controlled trial (NCT04615390) enrolled patients admitted to intensive care units due to COVID-19 who at discharge from the hospital were given a choice between either a home-based LIIT program or TWA. The former received a structured LIIT walking (1:1 walk:rest ratio per 10 times) to be performed at a prescribed progressively increasing speed maintained with a metronome. The latter received TWA according to the guidelines (30 min or moderate intensity activity, 5 days/week). Outcome measures, collected at baseline, at the end of the 3-month training and at the 6-month follow-up, included 6 min walking distance (primary), lower limb strength, quality of life, depression and cognitive status. Results: From a total of 85 enrolled patients, 69 of them (LIIT n = 32; TWA n = 37) completed the study. Home exercise was safely executed with an 82% adherence for the LIIT group and 64% adherence for TWA. After the 3-month program, both groups significantly improved the 6MWD (LIIT: +87 m vs. TWA +42 m; p < 0.001) with a significant difference that was also maintained at follow-up (LIIT: +138 m vs. TWA +69 m; p < 0.001). No other significant between-group differences were noted. However, patients in the LIIT group significantly improved in the majority of the outcomes, while patients of TWA improved in only the primary outcome and the physical component of quality of life. Conclusions: Compared with TWA, LIIT walking was feasible, safe and associated with more favorable multidimensional recovery in COVID-19 survivors after hospitalization for severe pneumonitis. Full article
(This article belongs to the Special Issue Rehabilitation and Treatment of Post-COVID-19 Condition)
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14 pages, 280 KB  
Review
Patient Education and Communication in Palliative Radiotherapy: A Narrative Review
by Erika Galietta, Costanza M. Donati, Filippo Mammini, Arina A. Zamfir, Alberto Bazzocchi, Rebecca Sassi, Renée Hovenier, Clemens Bos, Milly Buwenge, Silvia Cammelli, Helena M. Verkooijen and Alessio G. Morganti
Cancers 2025, 17(19), 3109; https://doi.org/10.3390/cancers17193109 - 24 Sep 2025
Viewed by 532
Abstract
Palliative radiotherapy (PRT) is central to symptom control in advanced cancer, yet referrals are often late, and patients and clinicians frequently hold misconceptions about intent, benefits, and logistics. Patient education may address these gaps, but the PRT-specific evidence base has not been consolidated. [...] Read more.
Palliative radiotherapy (PRT) is central to symptom control in advanced cancer, yet referrals are often late, and patients and clinicians frequently hold misconceptions about intent, benefits, and logistics. Patient education may address these gaps, but the PRT-specific evidence base has not been consolidated. We conducted a narrative review following SANRA guidance. We searched PubMed, Scopus, and the Cochrane Library for English-language studies from 1 January 2000 to 18 July 2025. Eligible articles evaluated structured patient-education interventions or characterized education or communication content, information needs, or decision processes among adults referred to or receiving PRT. Two reviewers independently screened and extracted data. Owing to heterogeneity of designs and endpoints, we performed a narrative synthesis without meta-analysis. Six studies met criteria: two randomized controlled trials, two prospective pre–post studies, one qualitative interview study, and one observational communication study, conducted in the Netherlands, the United States, Canada, and Hong Kong. Education at referral or consultation improved knowledge, reduced decisional uncertainty, and increased readiness to proceed with PRT. Education integrated with treatment improved symptom outcomes, including higher rates of pain control at 12 weeks and faster time to pain control when a nurse-led pain-education program accompanied PRT for painful bone metastases, and improvements in dyspnea, fatigue, anxiety, and function in advanced lung cancer. Observational and qualitative work showed low patient question-asking and persistent curative expectations; overall quality of life generally did not change. Although the evidence is limited and heterogeneous, targeted, standardized education appears to improve decision quality and selected symptoms in PRT pathways. Pragmatic multi-site trials and implementation studies are needed to define content, timing, personnel, and delivery models that are scalable in routine care. Full article
(This article belongs to the Special Issue Palliative Radiotherapy of Cancer)
16 pages, 524 KB  
Article
Agile Comprehensive Care: A Pragmatic Trial of a Systemic Intervention for High Utilizers of Emergency Departments
by Melissa Casey, Dinali Perera, Hung Vo, Leilani De Silva and David M. Clarke
Healthcare 2025, 13(19), 2391; https://doi.org/10.3390/healthcare13192391 - 23 Sep 2025
Viewed by 325
Abstract
Background: The agile Comprehensive Care (aCC) is a service that was developed in response to a detailed analysis of the most frequent attendees to Monash Health’s emergency departments (ED). Analyses revealed a group of clients with complex mental health issues who were [...] Read more.
Background: The agile Comprehensive Care (aCC) is a service that was developed in response to a detailed analysis of the most frequent attendees to Monash Health’s emergency departments (ED). Analyses revealed a group of clients with complex mental health issues who were receiving disintegrated care resulting in suboptimal clinical outcomes, high demand on resources and substantial costs. In a real-life setting, we sought to evaluate, through follow-up, the effectiveness of the aCC service, which aimed at stabilizing the system’s response to high utilizers by developing comprehensive service plans, modelled on the General Psychiatric Management Framework, to be utilized by all clinicians no matter where the person presents within the system of care. Methods: A single group pre/post study was undertaken involving the follow-up analysis of 27 patients discharged from the aCC clinic after intervention. A comparison of 12-month median pre-aCC and median post-aCC service utilization and service costs was undertaken using Wilcoxon signed rank tests with effect sizes reported as r. In addition, we received feedback from staff within the health service who received support from aCC for their complex clients. Results: ED presentations decreased significantly from the pre-intervention period to the post-intervention by a median of 15 visits to a median of four visits. Mental health ED presentations decreased from a median of nine visits to one visit. Median service costs decreased from AUS 64,921 to AUS 19,329. aCC support gave staff greater confidence in working with this complex group. Conclusions: agile Comprehensive Care, involving the development of a systems-wide treatment plan coupled with patient and clinician support, improved outcomes and reduced service usage and costs for a complex group of high utilizer patients. Full article
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26 pages, 597 KB  
Review
Recurrence of Glomerular Diseases (GN) After Kidney Transplantation: A Narrative Review
by Abbal Koirala, Aditi Singh and Duvuru Geetha
J. Clin. Med. 2025, 14(18), 6686; https://doi.org/10.3390/jcm14186686 - 22 Sep 2025
Viewed by 1249
Abstract
Recurrence of the original glomerular disease (GN) poses a significant threat to kidney transplant function and longevity. The probability and severity of this recurrence vary, with C3 glomerulopathy and certain forms of FSGS exhibiting particularly high rates. Kidney transplant GN recurrence risk hinges [...] Read more.
Recurrence of the original glomerular disease (GN) poses a significant threat to kidney transplant function and longevity. The probability and severity of this recurrence vary, with C3 glomerulopathy and certain forms of FSGS exhibiting particularly high rates. Kidney transplant GN recurrence risk hinges on the characteristics of the initial GN, recipient/donor genetics, recipient age, donor type, end-stage kidney disease (ESRD) progression rate, and proteinuria levels. Standard immunosuppression has limited efficacy in preventing primary disease recurrence; however, agent selection and induction therapy can influence the risk for specific GNs. Diagnosing recurrent GN involves a comprehensive approach, including clinical evaluation, laboratory tests (such as proteinuria, hematuria, and specific biomarkers like anti-PLA2R for membranous nephropathy or complement for C3G), and, critically, an allograft biopsy analyzed with light, immunofluorescence, and electron microscopy. Treatment strategies are evolving towards targeted therapies, such as rituximab for antibody-mediated GN and complement inhibitors for C3G, moving away from broad immunosuppression. This narrative literature review provides practical monitoring algorithms for post-transplant settings, synthesizing information on the incidence, predictors, diagnostic strategies, and therapeutic options for various glomerular disease subtypes. The methodology involved searching MEDLINE, Embase, and Cochrane databases from 1996 to 2025, prioritizing systematic reviews, cohort studies, registries, and interventional reports. Eligibility criteria included adult transplant recipients and English-language reports on recurrent glomerular disease outcomes, excluding most single-patient case reports. Limitations include potential selection bias, omission of relevant studies, and the absence of a formal risk-of-bias assessment or meta-analysis. The evidence base is heterogeneous, with inconsistent outcome reporting and scarce randomized controlled trials. Future efforts should focus on developing predictive biomarkers, standardizing diagnostic and response criteria, conducting multicenter prospective cohorts and pragmatic trials, and creating shared registries with harmonized data. Full article
(This article belongs to the Special Issue Advances in Kidney Transplantation)
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17 pages, 621 KB  
Article
Further Validation Study of the Gender-Specific Binary Depression Screening Version (GIDS-15) and Investigation of Intervention Effects
by Jan S. Pellowski, Christian Wiessner, Claudia Buntrock and Hanna Christiansen
Behav. Sci. 2025, 15(9), 1253; https://doi.org/10.3390/bs15091253 - 14 Sep 2025
Viewed by 503
Abstract
Men and women differ in the manifestation of depression. At the same time, there is a lack of gender-sensitive depression questionnaires in Germany. This study investigated the Gender-specific binary depression screening version (GIDS-15) in a further validation step. In a two-armed, pragmatic single-blind [...] Read more.
Men and women differ in the manifestation of depression. At the same time, there is a lack of gender-sensitive depression questionnaires in Germany. This study investigated the Gender-specific binary depression screening version (GIDS-15) in a further validation step. In a two-armed, pragmatic single-blind randomised controlled clinical trial, we first investigated the psychometric properties and the sensitivity to change in the GIDS-15 in a sample with subclinical depression (N = 203). In addition, we then analysed sex differences between the intervention and waiting control group over time. We were able to demonstrate adequate to acceptable internal consistency as well as convergent construct validity of the GIDS-15. Additionally, we were able to demonstrate the sensitivity to change in the GIDS-15. Using a linear mixed model, we calculated a three-way interaction between intervention group, sex, and time (p = 0.017). We found an increase in the intervention effect for men over time. Conclusions: The GIDS-15 proves to be a solid and practical screening tool for the gender-sensitive assessment of depression in Germany. It can be used for progression and intervention diagnostics, although the intervention effect that was found can only be interpreted to a limited extent due to significant sample size differences between men and women. Limitations of our study and practical implications are discussed. Full article
(This article belongs to the Section Psychiatric, Emotional and Behavioral Disorders)
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12 pages, 239 KB  
Article
Enhancing Nursing Students’ Engagement and Critical Thinking in Anatomy and Physiology Through Gamified Teaching: A Non-Equivalent Quasi-Experimental Study
by Sommanah Mohammed Alturaiki, Mastoura Khames Gaballah and Rabie Adel El Arab
Nurs. Rep. 2025, 15(9), 333; https://doi.org/10.3390/nursrep15090333 - 10 Sep 2025
Cited by 1 | Viewed by 808
Abstract
Background: Gamification may enhance engagement and higher-order learning in health-care profession education, but evidence from undergraduate nursing programs—particularly in the Middle East—is limited. We evaluated whether integrating structured gamified activities into an anatomy and physiology course improves class engagement and knowledge-based critical thinking. [...] Read more.
Background: Gamification may enhance engagement and higher-order learning in health-care profession education, but evidence from undergraduate nursing programs—particularly in the Middle East—is limited. We evaluated whether integrating structured gamified activities into an anatomy and physiology course improves class engagement and knowledge-based critical thinking. Methods: In this pragmatic, nonrandomized, section-allocated quasi-experimental study at a single Saudi institution, 121 first-year female nursing students were assigned by existing cohorts to traditional instruction (control; n = 61) or instruction enhanced with gamified elements (intervention; n = 60) groups. The intervention (introduced mid-semester) comprised time-limited competitive quizzing with immediate feedback and aligned puzzle tasks. Outcomes were measured at baseline, mid-semester, and end-semester using a four-item Class Engagement Rubric (CER; scale 1–5) and a 40-item high-cognitive multiple-choice (MCQ) assessment mapped to course objectives. Analyses used paired and independent t-tests with effect sizes and 95% confidence intervals. Results: No attrition occurred. From baseline to end-semester, the intervention group had a mean CER increase of 0.59 points (95% CI, 0.42 to 0.76; p < 0.001)—approximately a 15% relative gain—and a mean MCQ increase of 0.30 points (95% CI, 0.18 to 0.42; p < 0.001), an ~8% relative gain. The control group showed no material change over the same interval. Between-group differences in change favored the intervention across CER items and for the MCQ outcome. Semester grade-point average did not differ significantly between groups (p = 0.055). Conclusions: Embedding a brief, structured gamification package within an undergraduate nursing anatomy and physiology course was associated with measurable improvements in classroom engagement and modest gains in knowledge-based critical thinking, with no detectable effect on overall semester GPA. Given the nonrandomized, single-site design, causal inference is limited. Multi-site randomized trials using validated critical-thinking instruments are warranted to confirm effectiveness and define dose, durability, and generalizability. Full article
(This article belongs to the Section Nursing Education and Leadership)
24 pages, 614 KB  
Review
Sports Injury Rehabilitation: A Narrative Review of Emerging Technologies and Biopsychosocial Approaches
by Peter Takáč
Appl. Sci. 2025, 15(17), 9788; https://doi.org/10.3390/app15179788 - 6 Sep 2025
Viewed by 2833
Abstract
The purpose of this narrative review is to critically appraise recent advances in sports injury rehabilitation—primarily focusing on biopsychosocial (BPS) approaches alongside emerging technological innovations—and identify current gaps and future directions. A literature search was conducted in PubMed, Scopus, and Web of Science [...] Read more.
The purpose of this narrative review is to critically appraise recent advances in sports injury rehabilitation—primarily focusing on biopsychosocial (BPS) approaches alongside emerging technological innovations—and identify current gaps and future directions. A literature search was conducted in PubMed, Scopus, and Web of Science for the years 2018–2024. Eligible records were English-language, human studies comprising systematic reviews, clinical trials, and translational investigations on wearable sensors, artificial intelligence (AI), virtual reality (VR), regenerative therapies (platelet-rich plasma [PRP], bone marrow aspirate concentrate [BMAC], stem cells, and prolotherapy), and BPS rehabilitation models; single-patient case reports, editorials, and non-scholarly sources were excluded. The synthesis yielded four themes: (1) BPS implementation remains underutilised owing to a lack of validated tools, variable provider readiness, and system-level barriers; (2) wearables and AI can enhance real-time monitoring and risk stratification but are limited by data heterogeneity, non-standardised pipelines, and sparse external validation; (3) VR/gamification improves engagement and task-specific practice, but evidence is dominated by pilot or laboratory studies with scarce longitudinal follow-up data; and (4) regenerative interventions show mechanistic promise, but conclusions are constrained by methodological variability and regulatory hurdles. Conclusions: BPS perspectives and emerging technologies have genuine potential to improve outcomes, but translation to practice hinges on (1) pragmatic or hybrid effectiveness–implementation trials, (2) standardisation of data and intervention protocols (including core outcome sets and effect-size reporting), and (3) integration of psychological and social assessment into routine pathways supported by provider training and interoperable digital capture. Full article
(This article belongs to the Special Issue Recent Advances in Sports Injuries and Physical Rehabilitation)
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14 pages, 962 KB  
Review
Artificial Intelligence and Advanced Digital Health for Hypertension: Evolving Tools for Precision Cardiovascular Care
by Ioannis Skalidis, Niccolo Maurizi, Adil Salihu, Stephane Fournier, Stephane Cook, Juan F. Iglesias, Pietro Laforgia, Livio D’Angelo, Philippe Garot, Thomas Hovasse, Antoinette Neylon, Thierry Unterseeh, Stephane Champagne, Nicolas Amabile, Neila Sayah, Francesca Sanguineti, Mariama Akodad, Henri Lu and Panagiotis Antiochos
Medicina 2025, 61(9), 1597; https://doi.org/10.3390/medicina61091597 - 4 Sep 2025
Cited by 1 | Viewed by 1576
Abstract
Background: Hypertension remains the leading global risk factor for cardiovascular morbidity and mortality, with suboptimal control rates despite guideline-directed therapies. Digital health and artificial intelligence (AI) technologies offer novel approaches for improving diagnosis, monitoring, and individualized treatment of hypertension. Objectives: To [...] Read more.
Background: Hypertension remains the leading global risk factor for cardiovascular morbidity and mortality, with suboptimal control rates despite guideline-directed therapies. Digital health and artificial intelligence (AI) technologies offer novel approaches for improving diagnosis, monitoring, and individualized treatment of hypertension. Objectives: To critically review the current landscape of AI-enabled digital tools for hypertension management, including emerging applications, implementation challenges, and future directions. Methods: A narrative review of recent PubMed-indexed studies (2019–2024) was conducted, focusing on clinical applications of AI and digital health technologies in hypertension. Emphasis was placed on real-world deployment, algorithmic explainability, digital biomarkers, and ethical/regulatory frameworks. Priority was given to high-quality randomized trials, systematic reviews, and expert consensus statements. Results: AI-supported platforms—including remote blood pressure monitoring, machine learning titration algorithms, and digital twins—have demonstrated early promise in improving hypertension control. Explainable AI (XAI) is critical for clinician trust and integration into decision-making. Equity-focused design and regulatory oversight are essential to prevent exacerbation of health disparities. Emerging implementation strategies, such as federated learning and co-design frameworks, may enhance scalability and generalizability across diverse care settings. Conclusions: AI-guided titration and digital twin approaches appear most promising for reducing therapeutic inertia, whereas cuffless blood pressure monitoring remains the least mature. Future work should prioritize pragmatic trials with equity and cost-effectiveness endpoints, supported by safeguards against bias, accountability gaps, and privacy risks. Full article
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16 pages, 1230 KB  
Review
The Rethinking Clinical Trials (REaCT) Program: A Pragmatic Research Strategy to Improve Cancer Care for Patients, Caregivers, and Healthcare Systems
by Marie-France Savard, Mark Clemons and Sharon F. McGee
Curr. Oncol. 2025, 32(9), 484; https://doi.org/10.3390/curroncol32090484 - 29 Aug 2025
Viewed by 1374
Abstract
Cancer care has become increasingly complex, expensive, and inaccessible, with patients often exposed to increased treatment-related harms for marginal benefits. Pragmatic clinical trials offer a solution by conducting real-world studies that evaluate dose optimization, toxicity, quality of life, and resource utilization. Pragmatic trials [...] Read more.
Cancer care has become increasingly complex, expensive, and inaccessible, with patients often exposed to increased treatment-related harms for marginal benefits. Pragmatic clinical trials offer a solution by conducting real-world studies that evaluate dose optimization, toxicity, quality of life, and resource utilization. Pragmatic trials can also address the efficacy–effectiveness gap: the poorer outcomes and greater toxicity observed in everyday practice compared to those reported in many clinical trials. The Rethinking Clinical Trials (REaCT) program was designed to conduct patient-centered practice-changing research by involving patients, their families, and healthcare providers in the design of inclusive, real-world clinical trials. The REaCT process starts with surveys and systematic reviews to identify knowledge gaps and uses this information to design pragmatic clinical trials that address these deficits. Since 2014, the program has conducted 17 patient and 17 healthcare provider surveys with 2298 and 1033 responses, respectively. With these results, the program has performed 22 systematic reviews. These surveys and systematic reviews have resulted in 19 completed and 8 ongoing REaCT clinical trials that have recruited over 5000 patients from across Canada. Here, we present some of the practice-changing research conducted by the REaCT program and address challenges facing the growth of pragmatic research.  Full article
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20 pages, 3498 KB  
Article
Real-World Prescribing Patterns and Treatment Continuation of Amitriptyline Monotherapy and Aripiprazole Augmentation for Medically Unexplained Oral Symptoms/Syndromes in Japan
by Chizuko Maeda, Takayuki Suga, Takahiko Nagamine and Akira Toyofuku
Pharmaceuticals 2025, 18(9), 1282; https://doi.org/10.3390/ph18091282 - 27 Aug 2025
Cited by 1 | Viewed by 863
Abstract
Background: Medically unexplained oral symptoms/syndromes (MUOS), such as Burning Mouth Syndrome and Persistent Idiopathic Facial Pain, present significant management challenges due to the lack of standardized treatments and high-level evidence. While pharmacotherapy is often employed, real-world data on treatment adherence—a pragmatic proxy for [...] Read more.
Background: Medically unexplained oral symptoms/syndromes (MUOS), such as Burning Mouth Syndrome and Persistent Idiopathic Facial Pain, present significant management challenges due to the lack of standardized treatments and high-level evidence. While pharmacotherapy is often employed, real-world data on treatment adherence—a pragmatic proxy for effectiveness and tolerability—remain sparse, especially in Japan. This study aimed to describe the real-world prescribing patterns of antidepressants and dopamine receptor partial agonists (DPAs) for MUOS and retrospectively investigate their association with treatment continuation. Methods: This retrospective observational study analyzed data from patients initiating pharmacotherapy for MUOS at a specialized clinic in Japan (April 2021–March 2023). We used Cox proportional hazards models to evaluate treatment continuation for amitriptyline monotherapy and antidepressant–aripiprazole adjunctive therapy. The primary outcome was the time to discontinuation. Dosage effects were modeled using B-splines to capture nonlinearity. Results: Among 702 MUOS patients who started pharmacotherapy, 493 received amitriptyline as the first prescription, and 108 received aripiprazole as an adjunctive therapy. For amitriptyline monotherapy, a nonlinear relationship was observed between dosage and discontinuation risk, with a relatively lower hazard around 25 mg/day across age groups. In the antidepressant–aripiprazole adjunctive group, the overall hazard ratio for discontinuation was higher (HR = 4.75, p < 0.0005) compared to non-adjunctive therapy, likely due to indication bias reflecting more treatment-resistant cases. However, within the aripiprazole adjunctive group, a U-shaped relationship was identified between maximum aripiprazole dosage and discontinuation risk, with the lowest hazard (HR ≈ 0.30) observed at approximately 1.7–1.8 mg/day. Mild side effects such as drowsiness, dry mouth, constipation, tremor, insomnia, and weight gain were noted, but no severe adverse events occurred. Conclusions: This real-world data analysis suggests specific dosage ranges (amitriptyline ≈ 25 mg/day; aripiprazole augmentation ≈ 1.7–1.8 mg/day) are associated with longer treatment continuation in MUOS patients. Treatment continuation reflects a crucial balance between symptom relief and tolerability, essential for managing these chronic conditions. It is critical to emphasize that these findings are descriptive and observational, derived from a specialized setting, and do not constitute prescriptive recommendations. They highlight the importance of individualized dosing. Definitive evidence-based strategies require validation through prospective randomized controlled trials. Full article
(This article belongs to the Section Pharmacology)
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54 pages, 3153 KB  
Review
Beyond GLP-1 Agonists: An Adaptive Ketogenic–Mediterranean Protocol to Counter Metabolic Adaptation in Obesity Management
by Cayetano García-Gorrita, Nadia San Onofre, Juan F. Merino-Torres and Jose M. Soriano
Nutrients 2025, 17(16), 2699; https://doi.org/10.3390/nu17162699 - 20 Aug 2025
Viewed by 4248
Abstract
Background/Objectives: Long-term obesity management consistently fails due to two major barriers: poor adherence, exacerbated by ultra-processed foods with addictive potential, and post-weight loss metabolic adaptation that reduces energy expenditure by approximately 500 kcal/day. Current paradigms—static diets and GLP-1 receptor agonists—address these barriers only [...] Read more.
Background/Objectives: Long-term obesity management consistently fails due to two major barriers: poor adherence, exacerbated by ultra-processed foods with addictive potential, and post-weight loss metabolic adaptation that reduces energy expenditure by approximately 500 kcal/day. Current paradigms—static diets and GLP-1 receptor agonists—address these barriers only partially. The objectives of this thesis-driven review are: (1) to conduct a focused evidence-mapping of Ketogenic–Mediterranean Diet (KMD) protocols; (2) to analyze why existing protocols have not explicitly countered metabolic adaptation; and (3) to present the Adaptive Ketogenic–Mediterranean Protocol (AKMP). Methods: Hybrid methodology—an argumentative narrative review anchored by a structured evidence-mapping search (PRISMA-style flow for transparency). Results: We identified 29 studies implementing KMD protocols with significant weight loss and superior adherence. However, none of the published protocols explicitly implement anti-adaptive strategies, despite an estimated ketogenic metabolic advantage (≈100–300 kcal/day), context-dependent and more consistently observed in longer trials and during weight-maintenance settings. Conclusions: Unlike GLP-1 receptor agonists—which primarily suppress appetite, require ongoing pharmacotherapy, and do not directly mitigate the decline in energy expenditure—the AKMP couples a Mediterranean foundation for adherence with a ketogenic metabolic advantage and a biomarker-guided adjustment system explicitly designed to counter metabolic adaptation, aiming to improve the durability of weight loss and patient self-management. As a theoretical construct, the AKMP requires confirmation in prospective, controlled studies; accordingly, we outline a pragmatic 24-week pilot design in “Pragmatic Pilot Trial to Validate the AKMP–Incretin Sequencing”. Full article
(This article belongs to the Special Issue The Ketogenic Diet: Biochemical Mechanisms and Clinical Applications)
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Article
Medication Adherence in the Real World: Lessons from the Diuretic Comparison Project
by Colleen A. Hynes, Cynthia Hau, Patricia Woods, Sarah Leatherman, Sonia T. Anand, Peter Glassman, Addison Taylor, William C. Cushman, Areef Ishani and Ryan Ferguson
J. Clin. Med. 2025, 14(16), 5695; https://doi.org/10.3390/jcm14165695 - 12 Aug 2025
Viewed by 799
Abstract
Background/Objectives: Antihypertensive treatment is crucial for preventing major adverse cardiovascular events, but suboptimal adherence remains a challenge. Methods: This is a secondary analysis of routine care data from a large pragmatic trial comparing two thiazide diuretics: chlorthalidone (CTD) and hydrochlorothiazide (HCTZ). [...] Read more.
Background/Objectives: Antihypertensive treatment is crucial for preventing major adverse cardiovascular events, but suboptimal adherence remains a challenge. Methods: This is a secondary analysis of routine care data from a large pragmatic trial comparing two thiazide diuretics: chlorthalidone (CTD) and hydrochlorothiazide (HCTZ). In the trial, 13,523 older hypertensive patients were randomized from 72 Veterans Affairs medical centers. Medication possession ratio (MPR), reflecting adherence to either study medication (CTD or HCTZ), was used and compared across all randomized patients. Results: The overall median MPR was 95% for all randomized patients and 80% for 6656 individuals who reached 2.4 years for the average follow-up. Lower MPR was observed in Black, separated, urban-living, and comorbid patients. About 30% of the participants (n = 4022) were categorized as non-adherent using a definition of MPR < 80%. Those with baseline systolic blood pressure ≥ 136, recent smoking history, and prior heart failure and Black participants had decreased odds of having an MPR ≥ 80%, while increased odds of reaching that threshold were observed in those who had an eGFR ≥ 60, received ≥3 antihypertensive medications, were married, or resided in rural areas. Conclusions: This analysis provided assessment of real-world medication adherence in a sizable older hypertensive cohort. The proportion of non-adherence found in our analysis was comparable to national trends for US older adults taking blood pressure medications. Identifying sociodemographic characteristics and health conditions associated with non-adherence can help clinicians design targeted interventions for improved adherence to clinically prescribed medications. This is important as hypertension and the older adult population are both expected to grow significantly in the future. Full article
(This article belongs to the Section Geriatric Medicine)
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