ArticleFrontiers in cardiovascular medicine2023
Evaluation of transitions from early hypertension to hypertensive chronic kidney disease, coronary artery disease, stroke and mortality: a Thai real-world data cohort.
Article in Frontiers in cardiovascular medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 7 citations in OpenAlex.
- Quantifying Effects of Item Wording and Multiple Sources of Measurement Error Using Extended Bifactor Models.Behavioral sciences (Basel, Switzerland) · 2026Article
- Plan-related inequalities in costs, disease progression and mortality among hypertensive patients in China.Nature communications · 2026Article
- Associations between antihypertensive drug-related gene polymorphisms and cardiovascular outcomes in hypertensive patients: a gene-drug interaction study.Scientific reports · 2026Article
- Influence of endogenous estrogen exposure on the development of hypertension in a cohort study using multistate model analysis.Scientific reports · 2026Article
- Self-Management Combined With Digital Health Interventions to Improve Dietary Behavior, Exercise Behavior, Stress Management Behavior, and Blood Pressure Among Thais With Uncontrolled Hypertension: Protocol for an Explanatory Sequential Study.JMIR research protocols · 2026Article
- Peer victimization and physical activity: the mediating role of self-esteem and physical self-concept.Frontiers in psychology · 2026Article
- Incidence and prognosis of apparent-treatment resistant hypertension: a multi-state analysis using real world evidence.Clinical hypertension · 2026Article
- Epidemiology and Risk Factors for Stroke in Chronic Kidney Disease: A Narrative Review.Biomedicines · 2023Review
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Authors and funding
10 authors at 4 institutions in 3 countries.
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Abstract
Objective: Systemic arterial hypertension (HT) is a major modifiable risk factor for cardiovascular disease (CVDs), associated with all-cause death (ACD). Understanding its progression from the early state to late complications should lead to more timely intensification of treatment. This study aimed to construct a real-world cohort profile of HT and to estimate transition probabilities from the uncomplicated state to any of these long-term complications; chronic kidney disease (CKD), coronary artery disease (CAD), stroke, and ACD. Methods: This real-world cohort study used routine clinical practice data for all adult patients diagnosed with HT in the Ramathibodi Hospital, Thailand from 2010 to 2022. A multi-state model was developed based on the following: state 1-uncomplicated HT, 2-CKD, 3-CAD, 4-stroke, and 5-ACD. Transition probabilities were estimated using Kaplan-Meier method. Results: A total of 144,149 patients were initially classified as having uncomplicated HT. The transition probabilities (95% CI) from the initial state to CKD, CAD, stroke, and ACD at 10-years were 19.6% (19.3%, 20.0%), 18.2% (17.9%, 18.6%), 7.4% (7.1%, 7.6%), and 1.7% (1.5%, 1.8%), respectively. Once in the intermediate-states of CKD, CAD, and stroke, 10-year transition probabilities to death were 7.5% (6.8%, 8.4%), 9.0% (8.2%, 9.9%), and 10.8% (9.3%, 12.5%). Conclusions: In this 13-year cohort, CKD was observed as the most common complication, followed by CAD and stroke. Among these, stroke carried the highest risk of ACD, followed by CAD and CKD. These findings provide improved understanding of disease progression to guide appropriate prevention measures. Further investigations of prognostic factors and treatment effectiveness are warranted.
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