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Nomogram predicting risk of lymphocele in gynecologic cancer patients undergoing pelvic lymph node dissection
OBJECTIVE: The purpose of this study is to estimate the risk of postoperative lymphocele development after lymphadenectomy in gynecologic cancer patients through establishing a nomogram. METHODS: We retrospectively reviewed 371 consecutive gynecologic cancer patients undergoing lymphadenectomy betwe...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Korean Society of Obstetrics and Gynecology; Korean Society of Contraception and Reproductive Health; Korean Society of Gynecologic Endocrinology; Korean Society of Gynecologic Endoscopy and Minimal Invasive Surgery; Korean Society of Maternal Fetal Medicine; Korean Society of Ultrasound in Obstetrics and Gynecology; Korean Urogynecologic Society
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5621073/ https://www.ncbi.nlm.nih.gov/pubmed/28989920 http://dx.doi.org/10.5468/ogs.2017.60.5.440 |
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author | Yoo, Baraem Ahn, Hyojeong Kim, Miseon Suh, Dong Hoon Kim, Kidong No, Jae Hong Kim, Yong Beom |
author_facet | Yoo, Baraem Ahn, Hyojeong Kim, Miseon Suh, Dong Hoon Kim, Kidong No, Jae Hong Kim, Yong Beom |
author_sort | Yoo, Baraem |
collection | PubMed |
description | OBJECTIVE: The purpose of this study is to estimate the risk of postoperative lymphocele development after lymphadenectomy in gynecologic cancer patients through establishing a nomogram. METHODS: We retrospectively reviewed 371 consecutive gynecologic cancer patients undergoing lymphadenectomy between 2009 and 2014. Association of the development of postoperative lymphocele with clinical characteristics was evaluated in univariate and multivariate regression analyses. Nomograms were built based on the data of multivariate analysis using R-software. RESULTS: Mean age at the operation was 50.8±11.1 years. Postoperative lymphocele was found in 70 (18.9%) patients. Of them, 22 (31.4%) had complicated one. Multivariate analysis revealed that hypertension (hazard ratio [HR], 3.0; 95% confidence interval [CI], 1.5 to 6.0; P=0.003), open surgery (HR, 3.2; 95% CI, 1.4 to 7.1; P=0.004), retrieved lymph nodes (LNs) >21 (HR, 1.8; 95% CI, 1.0 to 3.3; P=0.042), and no use of intermittent pneumatic compression (HR, 2.7; 95% CI, 1.0 to 7.2; P=0.047) were independent risk factors for the development of postoperative lymphocele. The nomogram appeared to be accurate and predicted the lymphocele development better than chance (concordance index, 0.754). For complicated lymphoceles, most variables which have shown significant association with general lymphocele lost the statistical significance, except hypertension (P=0.011) and mean number of retrieved LNs (29.5 vs. 21.1; P=0.001). A nomogram for complicated lymphocele showed similar predictive accuracy (concordance index, 0.727). CONCLUSION: We developed a nomogram to predict the risk of lymphocele in gynecologic cancer patients on the basis of readily obtained clinical variables. External validation of this nomogram in different group of patients is needed. |
format | Online Article Text |
id | pubmed-5621073 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Korean Society of Obstetrics and Gynecology; Korean Society of Contraception and Reproductive Health; Korean Society of Gynecologic Endocrinology; Korean Society of Gynecologic Endoscopy and Minimal Invasive Surgery; Korean Society of Maternal Fetal Medicine; Korean Society of Ultrasound in Obstetrics and Gynecology; Korean Urogynecologic Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-56210732017-10-06 Nomogram predicting risk of lymphocele in gynecologic cancer patients undergoing pelvic lymph node dissection Yoo, Baraem Ahn, Hyojeong Kim, Miseon Suh, Dong Hoon Kim, Kidong No, Jae Hong Kim, Yong Beom Obstet Gynecol Sci Original Article OBJECTIVE: The purpose of this study is to estimate the risk of postoperative lymphocele development after lymphadenectomy in gynecologic cancer patients through establishing a nomogram. METHODS: We retrospectively reviewed 371 consecutive gynecologic cancer patients undergoing lymphadenectomy between 2009 and 2014. Association of the development of postoperative lymphocele with clinical characteristics was evaluated in univariate and multivariate regression analyses. Nomograms were built based on the data of multivariate analysis using R-software. RESULTS: Mean age at the operation was 50.8±11.1 years. Postoperative lymphocele was found in 70 (18.9%) patients. Of them, 22 (31.4%) had complicated one. Multivariate analysis revealed that hypertension (hazard ratio [HR], 3.0; 95% confidence interval [CI], 1.5 to 6.0; P=0.003), open surgery (HR, 3.2; 95% CI, 1.4 to 7.1; P=0.004), retrieved lymph nodes (LNs) >21 (HR, 1.8; 95% CI, 1.0 to 3.3; P=0.042), and no use of intermittent pneumatic compression (HR, 2.7; 95% CI, 1.0 to 7.2; P=0.047) were independent risk factors for the development of postoperative lymphocele. The nomogram appeared to be accurate and predicted the lymphocele development better than chance (concordance index, 0.754). For complicated lymphoceles, most variables which have shown significant association with general lymphocele lost the statistical significance, except hypertension (P=0.011) and mean number of retrieved LNs (29.5 vs. 21.1; P=0.001). A nomogram for complicated lymphocele showed similar predictive accuracy (concordance index, 0.727). CONCLUSION: We developed a nomogram to predict the risk of lymphocele in gynecologic cancer patients on the basis of readily obtained clinical variables. External validation of this nomogram in different group of patients is needed. Korean Society of Obstetrics and Gynecology; Korean Society of Contraception and Reproductive Health; Korean Society of Gynecologic Endocrinology; Korean Society of Gynecologic Endoscopy and Minimal Invasive Surgery; Korean Society of Maternal Fetal Medicine; Korean Society of Ultrasound in Obstetrics and Gynecology; Korean Urogynecologic Society 2017-09 2017-09-18 /pmc/articles/PMC5621073/ /pubmed/28989920 http://dx.doi.org/10.5468/ogs.2017.60.5.440 Text en Copyright © 2017 Korean Society of Obstetrics and Gynecology http://creativecommons.org/licenses/by-nc/3.0/ Articles published in Obstet Gynecol Sci are open-access, distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Yoo, Baraem Ahn, Hyojeong Kim, Miseon Suh, Dong Hoon Kim, Kidong No, Jae Hong Kim, Yong Beom Nomogram predicting risk of lymphocele in gynecologic cancer patients undergoing pelvic lymph node dissection |
title | Nomogram predicting risk of lymphocele in gynecologic cancer patients undergoing pelvic lymph node dissection |
title_full | Nomogram predicting risk of lymphocele in gynecologic cancer patients undergoing pelvic lymph node dissection |
title_fullStr | Nomogram predicting risk of lymphocele in gynecologic cancer patients undergoing pelvic lymph node dissection |
title_full_unstemmed | Nomogram predicting risk of lymphocele in gynecologic cancer patients undergoing pelvic lymph node dissection |
title_short | Nomogram predicting risk of lymphocele in gynecologic cancer patients undergoing pelvic lymph node dissection |
title_sort | nomogram predicting risk of lymphocele in gynecologic cancer patients undergoing pelvic lymph node dissection |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5621073/ https://www.ncbi.nlm.nih.gov/pubmed/28989920 http://dx.doi.org/10.5468/ogs.2017.60.5.440 |
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