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Deering TF, Smith AM, Gillespie JA, Simonson J, Gouveia-Pisano J, Jackson M, Blithe T, Somand H, Medico CJ, Schuleri KH, Budzyn ML, Zand R, Chaudhary D, Jain SK, Coons JC, Byers EM, Dueweke E, Solano F, Catanzaro JN. A Platform Designed to Empower Quality Improvement for Patients with Atrial Fibrillation. Am J Med Qual 2025:00008488-990000000-00107. [PMID: 40241409 DOI: 10.1097/jmq.0000000000000231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/18/2025]
Abstract
There are significant gaps in care for patients with atrial fibrillation (AF) and is a need to focus on improving guideline-concordant care. Recognizing challenges encountered in pursuing sustainable quality improvement (QI) in AF care, the Heart Rhythm Society spearheaded a multifaceted collaboration grounded in the principles of Improvement Science to develop a robust platform aimed specifically at demystifying QI for clinicians and health care systems interested in closing care gaps for patients with AF. Solution development included an innovative discovery process, a design phase, piloting, and refinement, and finished with transformation into a comprehensive digital platform. End-users were engaged throughout the 4-phase process to help ensure the final platform would meet the needs of clinicians and health care systems. The result was the launch of www.CardiQ.org featuring the Atrial Fibrillation QI Framework and an extensive, curated Resource Library that has been accessed by more than 10 000 users spanning over 100 countries.
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Affiliation(s)
| | | | | | | | | | | | | | - Heather Somand
- Somand Solutions Group, Dexter, MI (formerly at Pfizer Inc.)
| | | | | | | | - Ramin Zand
- Pennsylvania State University, Hershey, PA
| | | | - Sandeep K Jain
- Penn State Health Milton S. Hershey Medical Center, Hershey, PA
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Li J, Abedi V, Zand R. Dissecting Polygenic Etiology of Ischemic Stroke in the Era of Precision Medicine. J Clin Med 2022; 11:jcm11205980. [PMID: 36294301 PMCID: PMC9604604 DOI: 10.3390/jcm11205980] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 10/05/2022] [Accepted: 10/07/2022] [Indexed: 12/03/2022] Open
Abstract
Ischemic stroke (IS), the leading cause of death and disability worldwide, is caused by many modifiable and non-modifiable risk factors. This complex disease is also known for its multiple etiologies with moderate heritability. Polygenic risk scores (PRSs), which have been used to establish a common genetic basis for IS, may contribute to IS risk stratification for disease/outcome prediction and personalized management. Statistical modeling and machine learning algorithms have contributed significantly to this field. For instance, multiple algorithms have been successfully applied to PRS construction and integration of genetic and non-genetic features for outcome prediction to aid in risk stratification for personalized management and prevention measures. PRS derived from variants with effect size estimated based on the summary statistics of a specific subtype shows a stronger association with the matched subtype. The disruption of the extracellular matrix and amyloidosis account for the pathogenesis of cerebral small vessel disease (CSVD). Pathway-specific PRS analyses confirm known and identify novel etiologies related to IS. Some of these specific PRSs (e.g., derived from endothelial cell apoptosis pathway) individually contribute to post-IS mortality and, together with clinical risk factors, better predict post-IS mortality. In this review, we summarize the genetic basis of IS, emphasizing the application of methodologies and algorithms used to construct PRSs and integrate genetics into risk models.
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Affiliation(s)
- Jiang Li
- Department of Molecular and Functional Genomics, Weis Center for Research, Geisinger Health System, Danville, PA 17822, USA
| | - Vida Abedi
- Department of Public Health Sciences, College of Medicine, The Pennsylvania State University, Hershey, PA 17033, USA
- Correspondence: (V.A.); (R.Z.)
| | - Ramin Zand
- Department of Neurology, College of Medicine, The Pennsylvania State University, Hershey, PA 17033, USA
- Neuroscience Institute, Geisinger Health System, 100 North Academy Avenue, Danville, PA 17822, USA
- Correspondence: (V.A.); (R.Z.)
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Gong X, Chen H, Wang J, Zhong W, Chen L, Yan S, Lou M. Undertreatment of Anticoagulant Therapy in Hospitalized Acute Ischemic Stroke Patients With Atrial Fibrillation. Front Cardiovasc Med 2022; 9:841020. [PMID: 35433893 PMCID: PMC9005870 DOI: 10.3389/fcvm.2022.841020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 03/07/2022] [Indexed: 11/23/2022] Open
Abstract
Background This study aimed to investigate the prevalence and factors associated with the initiation of oral anticoagulation among patients with acute ischemic stroke (AIS) and concurrent atrial fibrillation (AF) at discharge in China. Methods We continuously included hospitalized patients with AIS with an AF diagnosis registered in the computer-based Online Database of Acute Stroke Patients for Stroke Management Quality Evaluation (CASE II) from January 2016 to December 2020 and divided them into a and non-anticoagulant groups according to the medications at discharge. Binary logistic regression was used to determine the factors associated with the prescription of anticoagulants in patients with AF. Results A total of 16,162 patients were enrolled. The mean age was 77 ± 9 years, 8,596 (53.2%) were males, and the median baseline National Institute of Health Stroke Scale score was 5 (2–12). Of the 14,838 patients without contraindications of antithrombotic therapy, 6,335 (42.7%) patients were initiated with anticoagulation treatment at discharge. Prior history of hemorrhagic stroke (OR 0.647, p < 0.001) and gastrointestinal bleeding (OR 0.607, p = 0.003) were associated with a lower rate of anticoagulation at discharge. Patients with any intracranial hemorrhage (OR 0.268, p < 0.001), gastrointestinal bleeding (OR 0.353, p < 0.001), or pneumonia during hospitalization (OR 0.601, p < 0.001) were less likely to receive anticoagulants at discharge. Among 7,807 patients with previously diagnosed AF and high risk of stroke (CHA2DS2-VASc ≥2), only 1,585 (20.3%) had been receiving anticoagulation treatment prior to the onset of stroke. However, the mean international normalized ratio (INR) was 1.5 on the first test during hospitalization in patients receiving warfarin. Patients complicated with a previous history of ischemic stroke/transient ischemic attack (TIA; OR 2.303, p < 0.001) and peripheral artery disease (OR 1.456, p = 0.003) were more common to start anticoagulants. Conclusions Less than half of patients with AIS and concurrent AF initiated guideline-recommended oral anticoagulation at discharge, while only 20% of patients with previously diagnosed AF with a high risk of stroke had been using anticoagulants prior to the onset of stroke, which highlights a large care gap in hospitalized stroke patients and the importance of AF management.
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Affiliation(s)
- Xiaoxian Gong
- Department of Neurology, The Second Affiliated Hospital of Zhejiang University, School of Medicine, Hangzhou, China
| | - Hongfang Chen
- Department of Neurology, Jinhua Hospital of Zhejiang University, Jinhua Municipal Central Hospital, Jinhua, China
| | - Jianan Wang
- Department of Neurology, The Second Affiliated Hospital of Zhejiang University, School of Medicine, Hangzhou, China
| | - Wansi Zhong
- Department of Neurology, The Second Affiliated Hospital of Zhejiang University, School of Medicine, Hangzhou, China
| | - Luowei Chen
- Department of Neurology, The Second Affiliated Hospital of Zhejiang University, School of Medicine, Hangzhou, China
| | - Shenqiang Yan
- Department of Neurology, The Second Affiliated Hospital of Zhejiang University, School of Medicine, Hangzhou, China
| | - Min Lou
- Department of Neurology, The Second Affiliated Hospital of Zhejiang University, School of Medicine, Hangzhou, China
- *Correspondence: Min Lou ;
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Chen H, Xu X, Peng J, Ge X, Zhang J, Dong Q, Jiang X, Li P. Warfarin Adherence Among Patients with Atrial Fibrillation in Rural Area of Dongyang, China: A Questionnaire-Based Study. Patient Prefer Adherence 2022; 16:2345-2352. [PMID: 36046498 PMCID: PMC9423105 DOI: 10.2147/ppa.s374808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 08/19/2022] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Adherence to warfarin is associated with improved outcome in patients with atrial fibrillation (AF), but the adherence status of patients in rural areas of China is not known. METHODS A questionnaire-based study evaluating warfarin adherence of rural residents with AF was carried out in Dongyang, China. Potentially eligible patients were screened and contacted by telephone, and their demographic characteristics were collected. Illness perception was assessed using the Brief Illness Perception Questionnaire (BIPQ), and warfarin adherence was assessed using a Chinese-version adherence scale. Univariate and multivariate analyses were conducted to identify factors associated with unsatisfactory adherence. RESULTS A total of 201 patients (male, n=99; mean age, 70.3±8.12 years) were included, among whom 95 (47.3%) patients showed good adherence and 63 (31.3%) poor adherence. Number of co-dispensed drugs (multivariate analysis: odds ratio [OR]=3.64, 95% confidence interval [CI] 1.35-9.81, p=0.011) and BIPQ score (OR=1.25, 95% CI 1.17-1.33, p<0.001) were identified as factors associated with good adherence. CONCLUSION Medical adherence to warfarin needs to improve in rural patients with AF. Efforts that can reduce the number of co-dispensed drugs and increase illness perception may improve warfarin adherence. This study may benefit future management of warfarin administration to rural patients with AF.
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Affiliation(s)
- Huadong Chen
- Department of Pharmacy, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, People’s Republic of China
- Correspondence: Huadong Chen, Department of Pharmacy, Affiliated Dongyang Hospital of Wenzhou Medical University, 60th Wuning West Road, Dongyang, People’s Republic of China, Email
| | - Xing’e Xu
- Department of Pharmacy, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, People’s Republic of China
| | - Jiren Peng
- Department of Vasculocardiology, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, People’s Republic of China
| | - Xuan Ge
- Health Management Center, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, People’s Republic of China
| | - Jing’an Zhang
- Department of Pharmacy, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, People’s Republic of China
| | - Qianqian Dong
- Department of Pharmacy, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, People’s Republic of China
| | - Xiunan Jiang
- Department of Pharmacy, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, People’s Republic of China
| | - Piaopiao Li
- Department of Pharmacy, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, People’s Republic of China
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Lack of Sex Disparity in Oral Anticoagulation in Atrial Fibrillation Patients Presenting with Ischemic Stroke in a Rural Population. J Clin Med 2021; 10:jcm10204670. [PMID: 34682796 PMCID: PMC8537827 DOI: 10.3390/jcm10204670] [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: 08/27/2021] [Revised: 09/30/2021] [Accepted: 09/30/2021] [Indexed: 11/16/2022] Open
Abstract
Various studies on oral anticoagulants (OAC) use among atrial fibrillation (AF) patients have shown high rates of undertreatment and the presence of sex disparity. This study used the 'Geisinger Neuroscience Ischemic Stroke' (GNSIS) database to examine sex differences in OAC treatment among ischemic stroke patients with the pre-event diagnosis of AF in rural Pennsylvania between 2004 and 2019. We examined sex disparities in OAC undertreatment and associated risks based on age group and ischemic stroke year. A total of 1062 patients were included in the study and 1015 patients (96%) had CHA2DS2-VASc score ≥ 2, of which 549 (54.1%) were women. Undertreatment rates were not statistically significant between men and women in the overall cohort (50.0% vs. 54.5%, p = 0.18), and male sex was not found to be a significant factor in undertreatment (OR 0.82, 95% CI 0.62-1.09, p = 0.17). The result persisted even when patients were divided into four age groups and two groups based on the study time period. The undertreatment rates in both sex groups remained consistent following the introduction of novel oral anticoagulants. In conclusion, there was no evidence of sex disparity with respect to OAC treatment, even after stratifying the cohort by age and ischemic stroke year.
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