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Published on: January 7, 2016
When Is a Positive Test for Pediatric Growth Hormone Deficiency a True-Positive Test?
George M Bright1, Peter A Morris2, Ron G Rosenfeld3
1Pediatric Clinical Trial Consultant, Seabrook, Texas, USA.
Insights
Most positive growth hormone stimulation tests in children are false positives, leading to unnecessary treatment for growth hormone deficiency (GHD). Further diagnostic markers are needed for accurate GHD diagnosis and predicting treatment success.
Area of Science:
- Pediatric Endocrinology
- Diagnostic Accuracy
- Growth Hormone Therapy
Background:
- Growth hormone stimulation tests are crucial for diagnosing growth hormone deficiency (GHD) in children.
- Inaccurate test results can lead to misdiagnosis, causing unnecessary treatment or missed treatment opportunities.
- False-positive results may lead to overtreatment, while false-negative results can result in undertreatment.
Purpose of the Study:
- To evaluate the diagnostic accuracy of growth hormone stimulation tests in children.
- To determine the probability of a true-positive result given the test's false positive rate and GHD prevalence.
- To highlight the need for improved diagnostic methods for GHD.
Main Methods:
- Analysis of published data on GHD prevalence in pediatric populations.
- Estimation of false positive rates from stimulation test performance in healthy children and repeated testing in short children.
- Calculation of the predictive value of a positive test result.
Main Results:
- The prevalence of GHD is low in children with short stature.
- The growth hormone stimulation test exhibits a substantial false positive rate.
- The probability of a true-positive result for GHD in a child with short stature is approximately 0.028 (1 in 36).
Conclusions:
- The majority of positive growth hormone stimulation tests in children with short stature are false positives.
- Accurate diagnosis of GHD and prediction of treatment outcomes require additional predictive markers.
- Further research is needed to enhance diagnostic accuracy and treatment outcome prediction in pediatric GHD.
Background:
In most cases, the growth hormone stimulation test is a necessary component for the diagnosis of growth hormone deficiency (GHD) in children. Diagnostic testing can lead to unnecessary treatment of children with false-positive test results and omission of treatment in children with false-negative results. False-positive results are suggested by the absence of typical growth responses in treated children and false-negative results are suggested by continued growth failure in those left untreated.
Summary:
The probability that a positive test result indicates the presence of the condition (true positive) depends on the prevalence of that condition in the test population and the false positive rate of the test. This probability has been estimated using published data on the prevalence of GHD in children and the false positive rates estimated from performance of stimulation tests in normally growing children and from repeated testing in short children. Because of the low prevalence of GHD and the substantial false positive rate of the test, the probability of a true-positive result in a child with short stature is 0.028, or about 1 in 36 cases. Key Messages: In children with short stature, most positive growth hormone stimulation test results will be false-positive results, resulting in growth hormone treatment of children misdiagnosed as growth hormone deficient. Additional information is required for accurate diagnosis and prediction of successful treatment outcomes in children. Improvements in diagnostic accuracy and treatment outcome predictions can be anticipated from the use of additional predictive enrichment markers identified and evaluated in broadly based studies of growth hormone treatment in children.
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