Clinical and Genetic Factors Associated with Intraoperative Minimum Alveolar Concentration Ratio: A Single-center
Nicholas J Douville1, Elizabeth S Jewell2, Xinyi Zhao2
1Department of Anesthesiology, University of Michigan Medicine School, Michigan Medicine, Ann Arbor, Michigan; Institute of Healthcare Policy & Innovation, and Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan.
Background:
Minimum alveolar concentration (MAC) is a standard dosing metric for general anesthesia. Although influences of MAC have been identified in controlled studies, the determinants of clinical delivery of MAC ratio are largely unknown. To address this knowledge gap, the authors performed this single-center retrospective study. The primary objective was to understand factors associated with MAC ratio, as indexed by the end-tidal volatile anesthetic concentration, for a given case. It was hypothesized that mean arterial pressure (MAP) was strongly associated with anesthetic delivery; a secondary objective was to perform a genome-wide association study to identify genetic variants associated with MAC ratio in clinical practice.
Methods:
The primary outcome was mean age-adjusted MAC ratio during the maintenance phase of anesthesia. The primary exposure variable was mean MAP during the same time window. The correlation between the outcome, exposure, and a variety of demographic, laboratory, procedural, and anesthetic covariates was assessed in adjusted multivariable linear regressions. Next, the authors performed two genome-wide association studies of clinically delivered MAC ratio.
Results:
Of the 30,125 cases included in the final dataset, mean ± SD age-adjusted MAC ratio was 1.066 ± 0.173, and mean MAP was 82 ± 10 mmHg. MAP was associated with MAC ratio in the overall model (β = 0.0028; 95% CI, 0.0024 to 0.0032; P < 0.0001). A variety of demographic ( e.g. , female sex: β = -0.0182; 95% CI, -0.0219 to -0.0144; P < 0.0001), laboratory, surgical, and anesthetic factors were also associated with anesthetic agent concentration. Eight variants located near six genes ( DPH6 , CPM , EEFSEC , SGSM1 , CDH9 , and DISC1 ) reached the lower suggestive threshold ( P < 1 × 10 -6 ) in one but not both models; none exceed the threshold for genome-wide significance ( P < 5 × 10 -8 ).
Conclusions:
The hypothesis was verified that MAP was associated with clinical delivery of MAC ratio. The authors also characterized practice patterns of inhalational anesthetic management and identified numerous covariates that need to be accounted for when modeling anesthetic requirements. Female patients received lower doses of anesthetic, despite evidence that they have a higher requirement. While genome-wide association studies failed to identify novel variants at the level of genome-wide significance ( P < 5 × 10 -8 ), multiple mechanistically plausible genes were suggested. Notably, the DISC1 gene has been shown to impact resting-state brain activations under general anesthesia with isoflurane and has been linked to abnormal sleep/wake patterns.
Insights
Mean arterial pressure (MAP) significantly influences the clinical delivery of the minimum alveolar concentration (MAC) ratio, a key metric in general anesthesia. This study also identified demographic and anesthetic factors affecting MAC ratio, with preliminary genetic associations noted.
Area of Science:
- Anesthesiology
- Pharmacology
- Genetics
Background:
- Minimum alveolar concentration (MAC) is a standard dosing metric for general anesthesia.
- Factors influencing the clinical delivery of MAC ratio are not well understood.
- This study investigates determinants of MAC ratio in clinical practice.
Purpose of the Study:
- To identify factors associated with the clinical delivery of MAC ratio.
- To test the hypothesis that mean arterial pressure (MAP) is associated with MAC ratio.
- To perform a genome-wide association study (GWAS) for genetic variants linked to MAC ratio.
Main Methods:
- Retrospective analysis of 30,125 anesthesia cases.
- Assessed correlation between MAC ratio and MAP, demographic, laboratory, procedural, and anesthetic covariates using multivariable linear regression.
- Conducted two genome-wide association studies (GWAS) of clinically delivered MAC ratio.
Main Results:
- MAP was significantly associated with MAC ratio (P < 0.0001).
- Female sex was associated with a lower MAC ratio (P < 0.0001).
- Eight genetic variants near six genes reached suggestive significance (P < 1 × 10⁻⁶), but none met genome-wide significance (P < 5 × 10⁻⁸).
Conclusions:
- Mean arterial pressure (MAP) is confirmed as a significant factor in clinical MAC ratio delivery.
- Practice patterns in inhalational anesthetic management were characterized, highlighting numerous covariates impacting anesthetic requirements.
- While GWAS did not yield genome-wide significant findings, potential candidate genes like DISC1 were identified, warranting further investigation.
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