QT间期                        
                
                                
                        
                            交叉研究                        
                
                                
                        
                            渡线                        
                
                                
                        
                            医学                        
                
                                
                        
                            数学                        
                
                                
                        
                            药效学                        
                
                                
                        
                            统计                        
                
                                
                        
                            内科学                        
                
                                
                        
                            药代动力学                        
                
                                
                        
                            计算机科学                        
                
                                
                        
                            人工智能                        
                
                                
                        
                            安慰剂                        
                
                                
                        
                            病理                        
                
                                
                        
                            替代医学                        
                
                        
                    
            作者
            
                Christine Garnett,K Needleman,Jing Liu,Richard C. Brundage,Y Wang            
         
                    
        
    
            
        
                
            摘要
            
            Concentration‐QTc (C‐QTc) analysis can be used as an alternative to the standard statistical methods in clinical QT studies. Pharmacokinetic/pharmacodynamics (PK/PD) simulations were performed to assess the operating characteristics of four C‐QTc models. False negatives were 2–6% for crossover and 2–9% for parallel studies, with 12 to 60 subjects per treatment for a dose with 10‐ms mean effect. All C‐QTc models tested gave less than +1 ms mean bias in the ΔΔQTc max prediction. The power to exclude 10 ms was >80% across all study designs and sizes, for a dose with 3‐ms mean effect. The study demonstrates that linear C‐QTc models have adequate sensitivity and specificity when the simulation and data analytical models are the same. C‐QTc models that incorporate time‐ and treatment‐specific terms give the least biased ΔΔQTc max predictions under scenarios of model‐misspecifications and offer an advantage when applying to real clinical data where the underlying relationship is not known.
         
            
 
                 
                
                    
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