Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China.
Key Laboratory of Assisted Reproduction (Peking University), Ministry of Education, Peking University, Beijing, China.
PeerJ. 2023 Jun 5;11:e15301. doi: 10.7717/peerj.15301. eCollection 2023.
The anti-Müllerian hormone (AMH) is gaining attention as a key factor in determining ovarian reserve and polycystic ovarian syndrome, and its clinical applications are becoming more widespread worldwide.
To identify the most accurate formula for converting AMH assay results between different platforms, so that the developed AMH converter can be used to reduce the need for multiple AMH tests at different hospitals.
Assuming that the Beckman Access, Kangrun, and Roche Elecsys AMH assays fit a linear relationship from the lowest to the highest concentration (a global relationship), we used Passing-Bablok regression to determine the conversion equation between each two assays. When the relationship between two AMH assays was a local one, spline regression was used. Bland-Altman plots were drawn to check systemic bias and heterogeneity of variance across different ranges of values. The fitting effects of the models were evaluated using the squared coefficient of determination (), adjusted , root mean square error (RMSE), Akaike information criterion (AIC), and corrected AIC.
The coefficient of variance for multiple controls in the Kangrun, Roche, and Beckman assays was lower than 5%, and the bias of multiple controls was lower than 7%. A global linear relationship was observed between the Kangrun and Roche assays, with the intercept being zero, for which Passing-Bablok regression was employed for data conversion between the two platforms. For the other two pairs of platforms, , Roche and Kangrun or Beckman and Kangrun, spline regression was applied, with the intercepts not including zero. The six corresponding formulas were developed into an online AMH converter (http://121.43.113.123:8006/).
This is the first time Passing-Bablok plus spline regression has been used to convert AMH concentrations from one assay to another. The formulas have been developed into an online tool, which makes them convenient to use in practical applications.
抗苗勒管激素(AMH)作为评估卵巢储备功能和多囊卵巢综合征的关键指标,其临床应用日益广泛。
确定不同平台间 AMH 检测结果转换的最准确公式,以便开发的 AMH 换算工具能够减少在不同医院进行多次 AMH 检测的需求。
假设贝克曼库尔特 Access、康润和罗氏 Elecsys AMH 检测结果呈从低浓度到高浓度的线性关系(全局关系),我们采用 Passing-Bablok 回归法确定每个两种检测方法间的转换方程。当两种 AMH 检测结果存在局部关系时,采用样条回归法。绘制 Bland-Altman 图以检查不同值范围内的系统偏差和方差的异质性。采用平方确定系数()、调整、均方根误差(RMSE)、赤池信息量准则(AIC)和校正 AIC 来评估模型的拟合效果。
康润、罗氏和贝克曼检测中多个对照品的变异系数均低于 5%,多个对照品的偏倚均低于 7%。康润和罗氏检测结果呈全局线性关系,截距为 0,故采用 Passing-Bablok 回归法进行两种平台间的数据转换。对于其他两对平台,即罗氏和康润或贝克曼和康润,采用样条回归法,截距不包含 0。由此建立了 6 个相应的公式,并开发了一个在线 AMH 换算器(http://121.43.113.123:8006/)。
这是首次采用 Passing-Bablok 加样条回归法将一种检测方法的 AMH 浓度转换为另一种检测方法的浓度。已将公式开发成在线工具,方便在实际应用中使用。