Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Multicenter Study
. 2019 Jul 3;19(1):148.
doi: 10.1186/s12883-019-1375-6.

Biomarkers of immune capacity, infection and inflammation are associated with poor outcome and mortality after stroke - the PREDICT study

Affiliations
Free PMC article
Multicenter Study

Biomarkers of immune capacity, infection and inflammation are associated with poor outcome and mortality after stroke - the PREDICT study

A Mengel et al. BMC Neurol. .
Free PMC article

Abstract

Background: Almost 40% of stroke patients have a poor outcome at 3 months after the index event. Predictors for stroke outcome in the early acute phase may help to tailor stroke treatment. Infection and inflammation are considered to influence stroke outcome.

Methods: In a prospective multicenter study in Germany and Spain, including 486 patients with acute ischemic stroke, we used multivariable regression analysis to investigate the association of poor outcome with monocytic HLA-DR (mHLA-DR) expression, interleukin 6 (IL-6), interleukin 10 (IL-10), tumor necrosis factor alpha (TNF-alpha) and lipopolysaccharide-binding protein (LBP) as markers for immunodepression, inflammation and infection. Outcome was assessed at 3 months after stroke via a structured telephone interview using the modified Rankin Scale (mRS). Poor outcome was defined as a mRS score of 3 or higher which included death. Furthermore, a time-to-event analysis for death within 3 months was performed.

Results: Three-month outcome data was available for 391 patients. Female sex, older age, diabetes mellitus, atrial fibrillation, stroke-associated pneumonia (SAP) and higher National Institute of Health Stroke Scale (NIHSS) score as well as lower mHLA-DR levels, higher IL-6 and LBP-levels at day 1 were associated with poor outcome at 3 months in bivariate analysis. Furthermore, multivariable analysis revealed that lower mHLA-DR expression was associated with poor outcome. Female sex, older age, atrial fibrillation, SAP, higher NIHSS score, lower mHLA-DR expression and higher IL-6 levels were associated with shorter survival time in bivariate analysis. In multivariable analysis, SAP and higher IL-6 levels on day 1 were associated with shorter survival time.

Conclusions: SAP, lower mHLA-DR-expression and higher IL-6 levels on day one are associated with poor outcome and shorter survival time at 3 months after stroke onset.

Trial registration: www.clinicaltrials.gov, NCT01079728 , March 3, 2010.

Keywords: Biomarkers; Ischemic stroke; Mortality; Outcome.

PubMed Disclaimer

Conflict of interest statement

Christian and Andreas Meisel have issue of a patent on anti-infective and immunomodulatory agents used for preventive antibacterial therapy after stroke (EP1480646). As one of the co-authors, Andreas Meisel, is a section editor of this journal. The other authors report no conflict of interest.

This study was supported by Siemens Healthcare Diagnostics (collection of data).

Similar articles

Cited by

References

    1. Heuschmann PU, Wiedmann S, Wellwood I, Rudd A, Di Carlo A, Bejot Y, et al. Three-month stroke outcome: the european registers of stroke (Eros) investigators. Neurology. 2011;76:159–165. doi: 10.1212/WNL.0b013e318206ca1e. - DOI - PubMed
    1. Garcia-Berrocoso T, Giralt D, Bustamante A, Etgen T, Jensen JK, Sharma JC, et al. B-type natriuretic peptides and mortality after stroke: a systematic review and meta-analysis. Neurology. 2013;81:1976–1985. doi: 10.1212/01.wnl.0000436937.32410.32. - DOI - PMC - PubMed
    1. Appelros P, Nydevik I, Viitanen M. Poor outcome after first-ever stroke: predictors for death, dependency, and recurrent stroke within the first year. Stroke. 2003;34:122–126. doi: 10.1161/01.STR.0000047852.05842.3C. - DOI - PubMed
    1. Saposnik G, Hill MD, O’Donnell M, Fang J, Hachinski V, Kapral MK, et al. Variables associated with 7-day, 30-day, and 1-year fatality after ischemic stroke. Stroke. 2008;39:2318–2324. doi: 10.1161/STROKEAHA.107.510362. - DOI - PubMed
    1. Wahlgren N, Ahmed N, Eriksson N, Aichner F, Bluhmki E, Davalos A, et al. Multivariable analysis of outcome predictors and adjustment of main outcome results to baseline data profile in randomized controlled trials: safe implementation of thrombolysis in stroke-monitoring study (sits-most) Stroke. 2008;39:3316–3322. doi: 10.1161/STROKEAHA.107.510768. - DOI - PubMed

Publication types

MeSH terms

Associated data