Evidence map›Paper›PMID 33844177›Full record

ArticleAmerican journal of cardiovascular drugs : drugs, devices, and other interventions2021

Joint Latent Class Analysis of Oral Anticoagulation Use and Risk of Stroke or Systemic Thromboembolism in Patients with Atrial Fibrillation.

Nemin Chen, Nico Gabriel, Maria M Brooks, Inmaculada Hernandez

Open access · greenAbstract read
In one paragraph

Article in American journal of cardiovascular drugs : drugs, devices, and other interventions, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.3field-weighted citation impact, top 41% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 1 institution in 1 country.

Nemin ChenDepartment of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Nico GabrielDepartment of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, 3609 Forbes Avenue, Room 103, Pittsburgh, PA, 15261, USA.
Maria M BrooksDepartment of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Inmaculada HernandezDepartment of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, 3609 Forbes Avenue, Room 103, Pittsburgh, PA, 15261, USA. inh3@pitt.edu.ORCID http://orcid.org/0000-0002-0118-4986
University of Pittsburgh · US

Funding

University of Pittsburgh Clinical and Translational Science InstituteUL1TR001857 · NCATS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI REIS, STEVEN E · 2016 to 2025
$129.3M
Patient and System-Level Determinants of Oral Anticoagulation Use in Atrial FibrillationK01HL142847 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI HERNANDEZ, INMACULADA · 2018 to 2022
$798k
NCATS NIH HHS UL1 TR001857NHLBI NIH HHS K01 HL142847NHLBI NIH HHS K01HL142847NIH HHS UL1TR001857
6 · The paper itself

Abstract

backgroundOral anticoagulation (OAC) is recommended to reduce the risk of stroke or systemic thromboembolism (TE) in atrial fibrillation (AF). In this study, we applied novel joint latent class mixed models to identify heterogeneous patterns of trajectories of OAC use and determined how these trajectories are associated with risks of thromboembolic outcomes. METHODS AND

resultsWe used 2013-2016 claims data from a 5% random sample of Medicare beneficiaries, obtained from the Centers for Medicare and Medicaid Services. Our study sample included 16,399 patients newly diagnosed with AF in 2014-2015 who were followed for 12 months after the first AF diagnosis and filled at least one OAC prescription in this time period. OAC use was defined as the number of days covered with OACs every 30-day interval after the first AF diagnosis. We used a joint latent class mixed model to simultaneously evaluate the longitudinal patterns of OAC use and time to stroke or TE, while adjusting for age, race, CHAD2S2-VASc score and HAS-BLED score. Five classes of OAC use patterns were identified: late users (17.8%); late initiators (12.5%); early discontinuers (18.6%); late discontinuers (15.4%); and continuous users (35.6%). Compared with continuous users, the risk of stroke or TE was higher for participants in the late initiators (hazard ratio [HR] 1.73, 95% confidence interval [CI] 1.49-2.01) and late discontinuers (HR 1.23, 95% CI 1.04-1.45) classes.

conclusionLate initiators and late discontinuers had a higher risk of stroke or TE than continuous users. Early initiation and continuous OAC use is important in preventing stroke and TE among patients diagnosed with AF.

Indexed as

AnticoagulantsAtrial FibrillationStrokeThromboembolismAgedHumansLatent Class AnalysisMedicareRiskUnited StatesAnticoagulants

Identifiers

PMID33844177
PMCPMC8440356
OpenAlexW3156233179

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.