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Dissecting genetic factors affecting phenylephrine infusion rates during anesthesia: a genome-wide association study employing EHR data

Authors :
Yanfei Zhang
S. Mark Poler
Jiang Li
Vida Abedi
Sarah A. Pendergrass
Marc S. Williams
Ming Ta Michael Lee
Source :
BMC Medicine, Vol 17, Iss 1, Pp 1-14 (2019)
Publication Year :
2019
Publisher :
BMC, 2019.

Abstract

Abstract Background The alpha-adrenergic agonist phenylephrine is often used to treat hypotension during anesthesia. In clinical situations, low blood pressure may require prompt intervention by intravenous bolus or infusion. Differences in responsiveness to phenylephrine treatment are commonly observed in clinical practice. Candidate gene studies indicate genetic variants may contribute to this variable response. Methods Pharmacological and physiological data were retrospectively extracted from routine clinical anesthetic records. Response to phenylephrine boluses could not be reliably assessed, so infusion rates were used for analysis. Unsupervised k-means clustering was conducted on clean data containing 4130 patients based on phenylephrine infusion rate and blood pressure parameters, to identify potential phenotypic subtypes. Genome-wide association studies (GWAS) were performed against average infusion rates in two cohorts: phase I (n = 1205) and phase II (n = 329). Top genetic variants identified from the meta-analysis were further examined to see if they could differentiate subgroups identified by k-means clustering. Results Three subgroups of patients with different response to phenylephrine were clustered and characterized: resistant (high infusion rate yet low mean systolic blood pressure (SBP)), intermediate (low infusion rate and low SBP), and sensitive (low infusion rate with high SBP). Differences among clusters were tabulated to assess for possible confounding influences. Comorbidity hierarchical clustering showed the resistant group had a higher prevalence of confounding factors than the intermediate and sensitive groups although overall prevalence is below 6%. Three loci with P

Details

Language :
English
ISSN :
17417015
Volume :
17
Issue :
1
Database :
Directory of Open Access Journals
Journal :
BMC Medicine
Publication Type :
Academic Journal
Accession number :
edsdoj.3dc7b79a9cef436096d1b19124e5dd6f
Document Type :
article
Full Text :
https://doi.org/10.1186/s12916-019-1405-7