Related Experiment Video
Updated: Jan 24, 2026

Influenza A Virus Studies in a Mouse Model of Infection
Published on: September 7, 2017
Assessment of replicate numbers for titrating avian influenza virus using dose-response models
Erica Spackman1,2, Sasidhar Malladi1,2, Amos Ssematimba1,2
1Exotic and Emerging Avian Viral Diseases Unit, U.S. National Poultry Research Center, USDA-ARS, Athens, GA (Spackman, Stephens).
Abstract:
Embryonating chicken eggs (ECEs) are among the most sensitive laboratory host systems for avian influenza virus (AIV) titration, but ECEs are expensive and require space for storage and incubation. Therefore, reducing ECE use would conserve resources. We utilized statistical modeling to evaluate the accuracy and precision of AIV titration with 3 instead of 5 ECEs for each dilution by the Reed-Muench method for 50% endpoint calculation. Beta-Poisson and exponential dose-response models were used in a simulation study to evaluate observations from actual titration data from 18 AIV isolates. The reproducibility among replicates of a titration was evaluated with one AIV isolate titrated in 3 replicates with the beta-Poisson, exponential, and Weibull dose-response models. The standard deviation (SD) of the error between input and estimated virus titers was estimated with Monte Carlo simulations using the fitted dose-response models. Good fit was observed with all models that were utilized. Reducing the number of ECEs per dilution from 5 to 3 resulted in the width of the 95% confidence interval increasing from ±0.64 to ±0.75 log10 50% ECE infectious doses (EID50) and the SD of the error increased by 0.03 log10 EID50. Our study suggests that using fewer ECEs per dilution is a viable approach that will allow laboratories to reduce costs and improve efficiency.
More Related Videos
12:09Measuring Influenza Neutralizing Antibody Responses to AH3N2 Viruses in Human Sera by Microneutralization Assays Using MDCK-SIAT1 Cells
Published on: November 22, 2017
07:15Preparation of Pseudo-Typed H5 Avian Influenza Viruses with Calcium Phosphate Transfection Method and Measurement of Antibody Neutralizing Activity
Published on: November 22, 2021
Related Concept Videos
Dose-Response Relationship: Overview
Dose-Response Relationship: Potency and Efficacy
Dose-Response Relationship: Selectivity and Specificity
Titration of a Polyprotic Acid
What are Viruses?
Acid-Base Titration Curves
For a titration carried out for 25.00 mL of...