Lasso regression model for prediction of insulin sensitivity estimated by the Matsuda Index at the end of the second trimester of pregnancy
Variables measured at first trimester of pregnancy (V1) | β |
Maternal age | 0.001464 |
Gestational age | −0.006704 |
Maternal BMI | −0.038378 |
hsa-miR-141-3p | −0.000053 |
hsa-miR-143-3p | 0.000004 |
hsa-miR-221-3p | −0.000017 |
hsa-miR-519d-5p* | 0.004823 |
hsa-miR-489-3p | 0.019738 |
hsa-miR-218-5p | 0.000334 |
hsa-miR-483-5p | 0.001317 |
hsa-miR-3183 | −0.016688 |
hsa-miR-512-3p* | −0.000063 |
hsa-miR-516a-5p* | −0.000016 |
hsa-miR-16-1-3p | 0.014553 |
hsa-miR-375 | −0.000002 |
hsa-miR-130a-3p | −0.000034 |
hsa-let-7b-3p | 0.000373 |
hsa-miR-2116-3p | 0.003623 |
hsa-miR-517-5p* | −0.000538 |
hsa-miR-873-5p | 0.000036 |
hsa-miR-338-3p | 0.001758 |
R2 of the model | 0.358 |
*C19MC miRNAs.
BMI, body mass index; miRNA, microRNA; β, β coefficient of each variable of the model.