Risk of Reintervention or Postoperative Bleeding after Laparoscopy for Benign Gynecological Disease: A Clinical Prediction Model

OBJECTIVE

The objective of the study was to develop a clinically applicable prediction tool to early seek for postoperative major complications after laparoscopic surgery for benign pathologies.

DESIGN

Retrospective analysis of prospectively collected data was performed.

SETTING

The study was conducted at Tertiary Care University Hospital.

PARTICIPANTS

The participants of this study were reproductive-aged women undergoing laparoscopy for benign conditions.

METHODS

Anamnestic, intraoperative, and postoperative characteristics from January 2019 to December 2021 were retrospectively reviewed. Patients with postoperative complications (reintervention or postoperative bleeding) were matched in a 1:2 ratio with women with same surgical indications without complications. Cases and controls were matched for preoperative hemoglobin, hematocrit, weight, height, body mass index, age, and blood volume. A prediction model was created by inserting multiple independent modifying factors through logistic regression. The receiver operating characteristic (ROC) curve was used to evaluate the predictive accuracy of the model, and the Hosmer-Lemeshow (H-L) test was carried out to evaluate the goodness-of-fit, and a calibration curve was drawn to confirm the predictive performance. A nomogram was depicted to visualize the prediction model.

RESULTS

Thirty-nine complicated procedures were matched with 78 uncomplicated controls. According to the multivariate logistic regression analysis findings, the prediction model was developed using C-reactive protein (CRP), intraoperative blood loss, and 24 h postoperative urinary volume, therefore a nomogram was generated. The area under the ROC curve of the prediction model was 0.879, depicting good accuracy, the sensitivity was 60.00%, while specificity reached 93.59%. The H-L test (χ2 = 4.45, p = 0.931) and the calibration curve indicated a good goodness-of-fit and prediction stability.

LIMITATIONS

The retrospective design, moderate sensitivity, and study population limit the generalization of the findings, requiring additional research.

CONCLUSIONS

This prediction model based on CRP, intraoperative blood loss, and 24 h postoperative urinary volume might be a potentially useful tool for predicting reintervention and postoperative bleeding in patients undergoing planned gynecological laparoscopy.

Should we consider integrated approach for endometriosis-associated infertility as gold standard management? Rationale and results from a large cohort analysis

PURPOSE

To evaluate reproductive and maternal-fetal outcomes after integrated approach for endometriosis-associated infertility (EAI).

METHODS

We retrospectively analyzed reproductive and maternal-fetal outcomes of 277 women affected by EAI, subdividing patients in two groups: in the first one (surgery group), we included all women who underwent laparoscopic surgery for EAI; in the second one (integrated group), we included women who failed to conceive spontaneously after surgery within 6-12 months and underwent in vitro fertilization and embryo transfer (IVF). We evaluated delivery rate (DR), maternal and neonatal outcomes of the first pregnancies, and, finally, the type (spontaneous or IVF) of subsequent pregnancies.

RESULTS

We did not find significant difference regarding DR between surgery and integrated groups. We found significantly lower birth weight (p < 0.001) and gestational age at delivery (p < 0.001) in integrated group respect to surgery group; conversely, we found higher rate of preterm birth (p < 0.001), small for gestational age (p = 0.003), and admission to the neonatal intensive care unit (p < 0.001) respect to surgery group. Finally, 92 women became pregnant for the second time: 8% were spontaneous and 20% were IVF pregnancies.

CONCLUSIONS

We suggest the integrated approach as gold standard treatment for carefully selected patients (young, good ovarian reserve, partner with normal semen parameters) affected by EAI. As consequence, IVF should be reserved as the secondary treatment for women who fail to conceive spontaneously after surgery within 6-12 months, since it is able to increase DR significantly.