Encouragingly, both the number and name of the final independent factors (age, infertility type, duration of infertility, surgical procedures, ovulation monitoring and AMH) were good concordance between multivariate logistic analysis and LASSO algorithm, indicating that the above selected factors were appropriate. The gene discussed is AMH; the disease is Infertility.