Table 3 The markers selected by the LASSO method are analyzed by multivariate analysis

Age(years)

1.021 (0.986–1.057)

–

Height(cm)

0.980 (0.907–1.059)

–

Weight(kg)

0.999 (0.971–1.028)

–

BMI

1.003 (0.933–1.077)

–

Menopausal state

0.987 (0.976–0.999)

13.347 (2.108–84.522)

Maximum diameter of tumor (mm)

1.103 (0.938–1.298)

Ascites

22.333 (8.599–58.007)

189.06 (17.679–2021.839)

CEA(ng/m)*

1.116 (0.761–1.636)

–

CA125(IU/ml)*

3.621 (2.315–5.663)

10.357 (3.543–30.275)

CA153(IU/ml)*

1.976 (1.342–2.908)

–

CA199(IU/ml)*

0.939 (0.782–1.128)

–

SCC(ng/L)*

0.767 (0.4–1.468)

0.131 (0.032–0.528)

HCG(mIU/ml.)*

0.928 (0.796–1.081)

–

HE4*

1.278 (0.954–1.711)

0.262 (0.097–0.709)

AFP(ng/ml)*

1.563 (0.868–2.814)

–

Pre ROMA*

1.602 (1.089–2.358)

20.908 (2.6–168.14)

Post ROMA*

2.281 (1.163–4.474)

0.001 (0–0.097)