EP344 Development of nomograms for prediction of disease recurrence according to the surgical approach in patients with stage IB cervical cancer. (1st November 2019)
- Record Type:
- Journal Article
- Title:
- EP344 Development of nomograms for prediction of disease recurrence according to the surgical approach in patients with stage IB cervical cancer. (1st November 2019)
- Main Title:
- EP344 Development of nomograms for prediction of disease recurrence according to the surgical approach in patients with stage IB cervical cancer
- Authors:
- Lee, HP
Kim, SI
Kim, YB - Abstract:
- Abstract : Introduction/Background: Determination of appropriate surgical approach for each cervical cancer (CC) patient between open radical hysterectomy (RH) and laparoscopic RH without compromising survival outcome is an important issue. Thus, we aimed to develop nomograms predicting disease recurrence according to the surgical approach in early-stage CC. Methodology: We retrospectively identified 724 patients with FIGO stage IB1-IB2 CC who received either open or laparoscopic Type C RH at two tertiary institutional hospitals between 2000 and 2017. Among them, those who underwent pre-operative MRI were included. Patients' clinicopathologic characteristics and survival outcomes were collected. Considering only the variables that could be obtained before surgery, we constructed predictive models for the 2-year progression-free survival (PFS) rate using logistic regression and a machine learning method called xgBoost. Results: In total, 572 patients were included; 343 and 229 received open RH and laparoscopic RH, respectively. The median length of observation was 54.7 months during which 79 patients (13.8%) experienced disease recurrence. Similar PFS was observed between the open and laparoscopic RH groups (2-year rate, 90.5% vs. 86.8%; P =0.068). The AUCs of the newly developed nomograms predicting 2-year PFS were up to 0.64 for open RH group and up to 0.65 for laparoscopic RH group. Conclusion: We preliminarily developed surgical approach-based two independent nomogramsAbstract : Introduction/Background: Determination of appropriate surgical approach for each cervical cancer (CC) patient between open radical hysterectomy (RH) and laparoscopic RH without compromising survival outcome is an important issue. Thus, we aimed to develop nomograms predicting disease recurrence according to the surgical approach in early-stage CC. Methodology: We retrospectively identified 724 patients with FIGO stage IB1-IB2 CC who received either open or laparoscopic Type C RH at two tertiary institutional hospitals between 2000 and 2017. Among them, those who underwent pre-operative MRI were included. Patients' clinicopathologic characteristics and survival outcomes were collected. Considering only the variables that could be obtained before surgery, we constructed predictive models for the 2-year progression-free survival (PFS) rate using logistic regression and a machine learning method called xgBoost. Results: In total, 572 patients were included; 343 and 229 received open RH and laparoscopic RH, respectively. The median length of observation was 54.7 months during which 79 patients (13.8%) experienced disease recurrence. Similar PFS was observed between the open and laparoscopic RH groups (2-year rate, 90.5% vs. 86.8%; P =0.068). The AUCs of the newly developed nomograms predicting 2-year PFS were up to 0.64 for open RH group and up to 0.65 for laparoscopic RH group. Conclusion: We preliminarily developed surgical approach-based two independent nomograms predicting disease recurrence in early-stage CC. These nomograms are expected to aid decision-making on the surgical approach of RH in individualized counselling practices. Further studies tailoring the nomograms with large cohorts are warranted. Disclosure: Nothing to disclose. … (more)
- Is Part Of:
- International journal of gynecological cancer. Volume 29(2019)Supplement 4
- Journal:
- International journal of gynecological cancer
- Issue:
- Volume 29(2019)Supplement 4
- Issue Display:
- Volume 29, Issue 4 (2019)
- Year:
- 2019
- Volume:
- 29
- Issue:
- 4
- Issue Sort Value:
- 2019-0029-0004-0000
- Page Start:
- A240
- Page End:
- A241
- Publication Date:
- 2019-11-01
- Subjects:
- Generative organs, Female -- Cancer -- Periodicals
616.99465 - Journal URLs:
- http://journals.lww.com/ijgc/pages/default.aspx ↗
http://www3.interscience.wiley.com/journal/118544021/toc ↗
https://ijgc.bmj.com/ ↗
http://journals.lww.com ↗ - DOI:
- 10.1136/ijgc-2019-ESGO.403 ↗
- Languages:
- English
- ISSNs:
- 1048-891X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.273500
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 19765.xml