Evaluation of genetic tests Flashcards
What are the 4 components of the ACCE model?
Analytical validity
Clinical validity
Clinical utility
Ethical, legal, social implications
What is analytical validity?
How well does the test measure what it claims it’s measuring? Also measures whether it can do so accurately and repeatedly, and if its sensitive enough
What is clinical validity?
How well does the test product predict the disease state? Is the thing being tested actually associated with the disease?
What is clinical utility?
How useful is the test result? Does it actually help the patient’s health outcomes and quality of life, or provide insight into next steps, or identify people at risk, or diagnose a disease
What is ethical validity?
How well does the test meet the expected ethical standards? Is there informed consent and everything is voluntary, and can everyone access the test?
What is test sensitivity?
The proportion of affected individuals who are correctly identified as being affected
What are the 6 key performance indicators for analytical validity?
- Sensitivity
- Specificity
- False positive rate
- False negative rate
- Positive predictive rate
- Negative predictive rate
How do we assess the sensitivity of a genetic test?
Number of correctly identified affected individuals/total number of known affected individuals
What is test specificity?
Proportion of unaffected individuals correctly identified to be unaffected
How do we assess the specificity of a genetic test?
Number of correctly identified unaffected individuals/total number of known unaffected individuals
What is the false positive rate?
Number of unaffected individuals incorrectly identified as being affected
How do we assess the false positive rate of a genetic test?
Number of incorrectly identified unaffected individuals/total number of individuals who tested positive
What is the false negative rate?
Number of affected individuals incorrectly identified as being unaffected
How do we assess the false negative rate of a genetic test?
Number of incorrectly identified affected individuals/total number of individuals who tested negative
What is the positive predictive value?
Fraction of affected individuals who tested positive who truly have the condition