Valproic Acid After Neurosurgery Induces Elevated Risk of Liver Injury: A Prospective Nested Case-Control Study

Nomogram for the prediction of tigecycline-induced hypofibrinogenaemia in a Chinese population

BACKGROUND

Tigecycline has been widely used for multi-drug-resistant bacterial infections in China. Although many studies have reported the risk factors for tigecycline-induced hypofibrinogenaemia, it remains unknown whether valproic acid or voriconazole in combination with tigecycline is associated with the decrease in fibrinogen, as both drugs could lead to coagulation disorders. The aim of this study was to develop a nomogram for the prediction of tigecycline-induced hypofibrinogenaemia.

METHODS

This was a multi-centre retrospective case-control study. The primary outcome was the accurate prediction of tigecycline-induced hypofibrinogenaemia. Nomograms were developed from logistic regression models with least absolute shrinkage and selection operator regression for variable selection. Model performance was assessed via calibration plots, and models were validated internally using bootstrapping on a validation cohort.

RESULTS

In total, 2362 patients were screened, of which 611 were eligible for inclusion in this study. These 611 patients were divided into the training cohort (n=488) and the validation cohort (n=123). Predictors included in the nomogram for the total population were total dose, age, fibrinogen, prothrombin time (PT), comorbidity, and concomitant use of voriconazole. Total dose, fibrinogen, PT, activated partial thromboplastin time, white blood cell count, and concomitant use of voriconazole were selected to predict hypofibrinogenaemia in patients with malignant haematologic diseases. Both models were calibrated adequately, and their predictions were correlated with the observed outcome. The cut-offs for treatment duration in the total population and the subgroup were 10 and 6 days, respectively.

CONCLUSIONS

Tigecycline in combination with voriconazole could increase the risk of hypofibrinogenaemia, and tigecycline-induced hypofibrinogenaemia is more likely to occur in patients with malignant haematologic diseases.

Risk Factors for Cefoperazone/Sulbactam-Induced Coagulation Disorder

Purpose

Cefoperazone/sulbactam is a β-lactam/β-lactamase inhibitor combination effective against intra-abdominal, urinary tract, and respiratory infections. Although some studies have suggested that cefoperazone/sulbactam is associated with coagulation disorders, it remains debatable whether the combination of cefoperazone/sulbactam with tigecycline or valproic acid increases the risk of bleeding, as both drugs can lead to coagulation disorders. This study aimed to explore the risk factors of cefoperazone/sulbactam-induced coagulopathy.

Patients and Methods

This was a single-center, retrospective, nested case-control study. The sample groups were derived from individuals registered at the Department of Neurosurgery, Shanxi Provincial People's Hospital. Propensity score matching (PSM) was used to adjust for demographic data. Conditional logistic regression was used to estimate the matched odds ratios representing the odds of cefoperazone/sulbactam-induced coagulopathy (CIC), and a receiver operating characteristic curve was used to determine the optimal cut-off conditions.

Results

After PSM, 155 and 56 patients were included in the control and case groups, respectively. Multivariate analysis revealed that advanced age, treatment duration, and total dose were independent risk factors of cefoperazone/sulbactam-induced coagulation disorders. Concomitant use of vitamin K was an independent protective factor against CIC. The optimal cut-off for the length of treatment was 5 d, and the cut-off for the total dose was 48 g.

Conclusion

Tigecycline and valproic acid were not associated with CIC. Advanced age and long treatment duration are risk factors for CIC. Supplementation with vitamin K during cefoperazone/sulbactam treatment was associated with a reduced risk.

Effect of ANKK1 Polymorphisms on Serum Valproic Acid Concentration in Chinese Han Adult Patients in the Early Postoperative Period

INTRODUCTION

This study aimed to investigate the relationship between gene polymorphisms and clinical factors with the concentrations of valproic acid (VPA) in adult patients who underwent neurosurgery in China.

METHODS

A total of 531 serum concentration samples at steady state were collected from 313 patients to develop a population pharmacokinetic (PPK) model. Data analysis was performed using nonlinear mixed effects modeling. Covariates included demographic parameters, biological characteristics, and genetic polymorphism. Bootstrap evaluation showed that the final model was stable. Sensitive analysis was performed to verify the relationship between gene polymorphisms and concentrations of VPA. Linear regression was used to analyze the relationship between VPA concentration, ANKK1, and daily dosage.

RESULTS

In the recruited patients, 17 of 25 single-nucleotide polymorphism distributions were consistent with the Hardy-Weinberg equilibrium. A one-compartment model with first-order absorption and elimination was developed for VPA injections. VPA clearance was significantly influenced by three variables: sex (17.41% higher in male than female patients), body weight, and the ANKK1 gene. Typical values for the elimination clearance and the volume of central compartment were 0.614 L/min and 23.5 L, respectively. The model evaluation indicated the stable and precise performance of the final model. After sensitive analysis using Kruskal-Wallis and Mann-Whitney U tests, we found that patients with AA alleles had higher VPA concentrations than those with GG and AG alleles. Linear regression models showed that gene polymorphisms of ANKK1 had little effects on VPA concentration.

CONCLUSION

A PPK model of VPA in Chinese Han patients was successfully established; this can be helpful for model-informed precision-dosing approaches in clinical patient care, and for exploring the mechanism of VPA-induced weight gain.