ArticlePloS one2018
Routinely measured hematological parameters and prediction of recurrent vascular events in patients with clinically manifest vascular disease.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Hematological parameters and major adverse cardiovascular events: a prospective study in a Chinese population involving 2,970 participants.International journal of medical sciences · 2025Article
- The neutrophil-lymphocyte ratio is associated with all-cause and cardiovascular mortality in cardiovascular patients.Scientific reports · 2024Article
- Characteristics of peripheral blood cells are independently related to major adverse cardiovascular events after carotid endarterectomy.Atherosclerosis plus · 2023Article
- Added diagnostic value of routinely measured hematology variables in diagnosing immune checkpoint inhibitor mediated toxicity in the emergency department.Cancer medicine · 2023Article
- Cardiovascular Risk Assessment Using Artificial Intelligence-Enabled Event Adjudication and Hematologic Predictors.Circulation. Cardiovascular quality and outcomes · 2022Article
- Red Blood Cell Distribution Width Predicts Myocardial Infarction and Mortality After Vascular Surgery-A Prospective Cohort Study.World journal of surgery · 2022Article
- Preventing unnecessary imaging in patients suspect of coronary artery disease through machine learning of electronic health records.European heart journal. Digital health · 2022Article
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Authors and funding
13 authors.
Funding
Abstract
BACKGROUND AND
aimsThe predictive value of traditional risk factors for vascular events in patients with manifest vascular disease is limited, underscoring the need for novel biomarkers to improve risk stratification. Since hematological parameters are routinely assessed in clinical practice, they are readily available candidates.
methodsWe used data from 3,922 vascular patients, who participated in the Second Manifestations of ARTerial Disease (SMART) study. We first investigated associations between recurrent vascular events and 22 hematological parameters, obtained from the Utrecht Patient Oriented Database (UPOD), and then assessed whether parameters associated with outcome improved risk prediction.
resultsAfter adjustment for all SMART risk score (SRS) variables, lymphocyte %, neutrophil count, neutrophil % and red cell distribution width (RDW) were significantly associated with vascular events. When individually added to the SRS, lymphocyte % improved prediction of recurrent vascular events with a continuous net reclassification improvement (cNRI) of 17.4% [95% CI: 2.1, 32.1%] and an increase in c-statistic of 0.011 [0.000, 0.022]. The combination of lymphocyte % and neutrophil count resulted in a cNRI of 22.2% [3.2, 33.4%] and improved c-statistic by 0.011 [95% CI: 0.000, 0.022]. Lymphocyte % and RDW yielded a cNRI of 18.7% [3.3, 31.9%] and improved c-statistic by 0.016 [0.004, 0.028]. However, the addition of hematological parameters only modestly increased risk estimates for patients with an event during follow-up.
conclusionsSeveral hematological parameters were independently associated with recurrent vascular events. Lymphocyte % alone and in combination with other parameters enhanced discrimination and reclassification. However, the incremental value for patients with a recurrent event was limited.
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