A mRNA panel for differentiation between acute exacerbation or pneumonia in COPD patients
Introduction: Patients suffering from chronic obstructive pulmonary disease (COPD) are prone to acute exacerbations (AECOPD) or community acquired pneumonia (CAP), both posing severe risk of morbidity and mortality. There is no available biomarker that correctly separates AECOPD from COPD. Howeve...
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Main Authors: | , , , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Philipps-Universität Marburg
2024
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Subjects: | |
Online Access: | PDF Full Text |
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Summary: | Introduction: Patients suffering from chronic obstructive pulmonary disease
(COPD) are prone to acute exacerbations (AECOPD) or community acquired
pneumonia (CAP), both posing severe risk of morbidity and mortality. There is
no available biomarker that correctly separates AECOPD from COPD. However,
because CAP and AECOPD differ in aetiology, treatment and prognosis, their
discrimination would be important.
Methods: This study analysed the ability of selected candidate transcripts from
peripheral blood mononuclear cells (PBMCs) to differentiate between patients
with AECOPD, COPD & CAP, and CAP without pre-existing COPD.
Results: In a previous study, we identified differentially regulated genes
between CAP and AECOPD in PBMCs. In the present new cohort, we tested the
potential of selected candidate PBMC transcripts to differentiate at early time
points AECOPD, CAP+COPD, and CAP without pre-existing COPD. Expression
of YWHAG, E2F1 and TDRD9 held predictive power: This gene set predicted
diseases markedly better (model accuracy up to 100%) than classical clinical
markers like CRP, lymphocyte count and neutrophil count (model accuracy up
to 82%).
Discussion: In summary, in our cohort expression levels of YWHAG, E2F1 and
TDRD9 differentiated with high accuracy between COPD patients suffering
from acute exacerbation or CAP. |
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Item Description: | Gefördert durch den Open-Access-Publikationsfonds der UB Marburg. |
DOI: | 10.3389/fmed.2024.1234068 |