Prediction of Serum-Free and Cerebrospinal Fluid Valproic Acid Levels in Patients With Hypoalbuminemia After Craniotomy. 2020

Zhihong Li, and Weiqi Gao, and Guifen Liu, and Weihong Chen
Department of Pharmacy, Shanxi Bethune Hospital (Shanxi Academy of Medical Sciences); and.

In patients with hypoalbuminemia after craniotomy, total serum concentrations of valproic acid (VPA) may provide poor clinical insights, owing to saturated protein binding and increased unbound fractions. However, very few clinical laboratories routinely analyze free concentrations of the drug. The aim of this study was to develop a model to predict serum-free and cerebrospinal fluid (CSF) levels of VPA based on its total concentration and to investigate the model's applicability. Total serum and CSF concentrations of VPA in 79 patients were measured using a validated immunoassay between January 2015 and December 2015. The demographic, clinical, and laboratory information of patients were retrieved from medical records. A multiple linear regression analysis was adopted to determine the potential variations and establish the functional relationship between CSF concentration and significant clinical factors. Based on the stepwise multiple linear regression analysis performed using the natural logarithm of the concentration of VPA in the CSF as the dependent variable, serum concentrations of VPA (X1, β' = 0.844), serum albumin concentration (X2, β' = -0.393), and CSF protein concentration (X3, β' = 0.098) were identified as the 3 variables that significantly predicted the dependent variable: (Equation is included in full-text article.), with a coefficient of determination (R) of 0.874. As the CSF protein level is often unavailable, the model was redefined to include 2 variables-serum concentrations of VPA (X1, β' = 0.840) and serum albumin concentration (X2, β' = -0.359): (Equation is included in full-text article.), with R = 0.813. Based on total VPA and serum albumin concentrations, we developed a model to predict serum-free and CSF levels of VPA. This model is useful for correcting dose adjustment in patients with hypoalbuminemia after craniotomy.

UI MeSH Term Description Entries
D008297 Male Males
D008875 Middle Aged An adult aged 45 - 64 years. Middle Age
D011485 Protein Binding The process in which substances, either endogenous or exogenous, bind to proteins, peptides, enzymes, protein precursors, or allied compounds. Specific protein-binding measures are often used as assays in diagnostic assessments. Plasma Protein Binding Capacity,Binding, Protein
D012044 Regression Analysis Procedures for finding the mathematical function which best describes the relationship between a dependent variable and one or more independent variables. In linear regression (see LINEAR MODELS) the relationship is constrained to be a straight line and LEAST-SQUARES ANALYSIS is used to determine the best fit. In logistic regression (see LOGISTIC MODELS) the dependent variable is qualitative rather than continuously variable and LIKELIHOOD FUNCTIONS are used to find the best relationship. In multiple regression, the dependent variable is considered to depend on more than a single independent variable. Regression Diagnostics,Statistical Regression,Analysis, Regression,Analyses, Regression,Diagnostics, Regression,Regression Analyses,Regression, Statistical,Regressions, Statistical,Statistical Regressions
D002555 Cerebrospinal Fluid A watery fluid that is continuously produced in the CHOROID PLEXUS and circulates around the surface of the BRAIN; SPINAL CORD; and in the CEREBRAL VENTRICLES. Cerebro Spinal Fluid,Cerebro Spinal Fluids,Cerebrospinal Fluids,Fluid, Cerebro Spinal,Fluid, Cerebrospinal,Fluids, Cerebro Spinal,Fluids, Cerebrospinal,Spinal Fluid, Cerebro,Spinal Fluids, Cerebro
D003399 Craniotomy Surgical incision into the cranium. Craniectomy,Craniectomies,Craniotomies
D005260 Female Females
D006801 Humans Members of the species Homo sapiens. Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man
D000293 Adolescent A person 13 to 18 years of age. Adolescence,Youth,Adolescents,Adolescents, Female,Adolescents, Male,Teenagers,Teens,Adolescent, Female,Adolescent, Male,Female Adolescent,Female Adolescents,Male Adolescent,Male Adolescents,Teen,Teenager,Youths
D000328 Adult A person having attained full growth or maturity. Adults are of 19 through 44 years of age. For a person between 19 and 24 years of age, YOUNG ADULT is available. Adults

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