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Related Experiment Videos

Estimation of sex-age specific clinical reference ranges by nonlinear optimization method.

Takeo Shibata1, Yoichi Ogushi, Teppei Ogawa

  • 1Department of Medical Education and Informatics, School of Medicine, Tokai University, Japan. tshibata@is.icc.u-tokai.ac.jp

Studies in Health Technology and Informatics
|September 15, 2005
PubMed
Summary

Established clinical reference ranges lack sex and age specificity. This study analyzed 700,000 health records, revealing significant sex-age differences in 24 health items, necessitating updated diagnostic standards.

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Area of Science:

  • Clinical Chemistry
  • Biostatistics
  • Public Health

Background:

  • Current clinical reference ranges often overlook crucial sex and age-related variations.
  • This oversight can lead to misdiagnosis and inappropriate medical treatment.

Purpose of the Study:

  • To establish sex-age specific clinical reference ranges using a large health examination dataset.
  • To evaluate the impact of sex-age specific ranges on diagnostic accuracy.

Main Methods:

  • Analysis of approximately 700,000 health examination records covering 24 clinical items.
  • Application of a novel nonlinear optimization method aligned with NCCLS guidelines.

Main Results:

  • All 24 analyzed health items demonstrated significant sex-age specific reference range differences.

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  • Hepatic and diabetic functions, blood pressure, and total cholesterol showed particularly notable variations across different demographic groups.
  • Conclusions:

    • Existing reference ranges may lead to under-diagnosis in some individuals and over-treatment in others.
    • Implementing sex-age specific reference ranges is critical for accurate clinical assessment and personalized medicine.