Statistical analysis mice

  • How do you determine how many mice to use in an experiment?

    Suppose sample size calculated by software is 10 animals per group and researcher is expecting 10% attrition then his final sample size will be 11 animals per group (10/0.9 = 11.11).
    Similarly, for 20% attrition sample size should be divided by 0.8..

  • How do you measure tumor growth in mice?

    Two of the most commonly used formulas for determining each individual tumor volume are:

    1mg = length (mm) x width2 (mm2) / 2.2volume (V) = length (mm) x width (mm) x depth (mm) x \xcf€/6 (where V is equivalent to mg).

  • How many mice are used for testing?

    Over 120 million mice and rats are used annually in research, conventionally housed in shoebox-sized cages that restrict natural behaviours (e.g. nesting and burrowing).
    This can reduce physical fitness, impair thermoregulation and reduce welfare (e.g. inducing abnormal stereotypic behaviours)..

  • How many mice needed for statistical significance?

    Most of the time, the sample size is taken for granted, and most scientists use ten mice per group as a rule of thumb.
    But scientists should consider determining the sample size for each study based on a scientific rationale..

  • What are mice used for in research?

    In the early days of biomedical research, scientists developed mouse models by selecting and breeding specific mice to produce offspring with certain desired characteristics.
    Now scientists use mice to simulate human genetic disorders in order to study their development and test new therapies..

  • Why are mice always used in experiments?

    They can help researchers gain clinical insight due to: Genetic similarity: Mice share common genetic features with humans.
    As such, scientists can manipulate the mouse genome, model specific diseases, test new drugs, and investigate the genetics of diseases before trying them on human models..

  • Why do we use mice for testing?

    Humans and mice may not look alike, but almost all the genes in mice share functions with genes in humans.
    So, humans and mice get the same diseases for the same reasons.
    Every disease has a distinctive set of gene variations, and scientists can study the disease by working with mice with the same genetic profile..

  • Two of the most commonly used formulas for determining each individual tumor volume are:

    1mg = length (mm) x width2 (mm2) / 2.2volume (V) = length (mm) x width (mm) x depth (mm) x \xcf€/6 (where V is equivalent to mg)
  • Assuming that this “predicted detectable ES” is judged to be acceptable, a sample size of 12 mice per group can be used. “A power analysis shows that the sample size of 12 mice/group has a 90% power to detect an ES of 0.97 n/\xb5l or an 11% change, assuming a 5% significance level and a two-sided test.”
Jun 4, 2020We demonstrate that in tumour growth experiments unbiased estimates of the difference in tumour growth rates by treatment group, i.e., the 
Oct 1, 2002If mice or rats are being used, the use of isogenic strains should be considered because they are usually more uniform phenotypically than  Experimental DesignExperiment SizeStatistical AnalysisCategorical Data

Can mouse tumor models be used in oncology research and drug development?

In conclusion, methods proposed in this study make the design and analysis of MCTs more rational, flexible and powerful when mouse tumor models are used in oncology research and drug development.
Datasets used in the current study are available from the corresponding authors on reasonable request.

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Can the AR-1 model be used in mice experiments on tumour growth?

The AR-1 model with random intercept can lead to convergence problems.
These methods should therefore not be used in mice experiments on tumour growth.
Although we focused on one particular outcome, the recommended model can be implemented to evaluate other outcomes studied in preclinical animal experiments.

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Does mouse number affect measurement accuracy for syngeneic and continuous efficacy endpoints?

Results We established empirical quantitative relationships between mouse number and measurement accuracy for categorical and continuous efficacy endpoints, and showed that more mice are needed to achieve given accuracy for syngeneic models than for PDXs and CDXs.

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How are tumour growth rates measured in mice?

When the tumour reaches a certain volume, mice are randomized into treatment groups.
Tumour volume is measured repeatedly until the mouse dies or is sacrificed.
Tumour growth rates are compared between groups.
We propose and evaluate linear regression for analysis accounting for the correlation among repeated measurements per mouse.


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