Literature DB >> 23774300

Classification and regression tree (CART) analysis of endometrial carcinoma: Seeing the forest for the trees.

Joyce N Barlin1, Qin Zhou, Caryn M St Clair, Alexia Iasonos, Robert A Soslow, Kaled M Alektiar, Martee L Hensley, Mario M Leitao, Richard R Barakat, Nadeem R Abu-Rustum.   

Abstract

OBJECTIVE: The objectives of the study are to evaluate which clinicopathologic factors influenced overall survival (OS) in endometrial carcinoma and to determine if the surgical effort to assess para-aortic (PA) lymph nodes (LNs) at initial staging surgery impacts OS.
METHODS: All patients diagnosed with endometrial cancer from 1/1993-12/2011 who had LNs excised were included. PALN assessment was defined by the identification of one or more PALNs on final pathology. A multivariate analysis was performed to assess the effect of PALNs on OS. A form of recursive partitioning called classification and regression tree (CART) analysis was implemented. Variables included: age, stage, tumor subtype, grade, myometrial invasion, total LNs removed, evaluation of PALNs, and adjuvant chemotherapy.
RESULTS: The cohort included 1920 patients, with a median age of 62 years. The median number of LNs removed was 16 (range, 1-99). The removal of PALNs was not associated with OS (P=0.450). Using the CART hierarchically, stage I vs. stages II-IV and grades 1-2 vs. grade 3 emerged as predictors of OS. If the tree was allowed to grow, further branching was based on age and myometrial invasion. Total number of LNs removed and assessment of PALNs as defined in this study were not predictive of OS.
CONCLUSION: This innovative CART analysis emphasized the importance of proper stage assignment and a binary grading system in impacting OS. Notably, the total number of LNs removed and specific evaluation of PALNs as defined in this study were not important predictors of OS.
Copyright © 2013 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  CART analysis; Classification and regression tree analysis; Endometrial cancer; Lymph nodes; Overall survival; Staging

Mesh:

Year:  2013        PMID: 23774300      PMCID: PMC3748179          DOI: 10.1016/j.ygyno.2013.06.009

Source DB:  PubMed          Journal:  Gynecol Oncol        ISSN: 0090-8258            Impact factor:   5.482


  15 in total

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2.  The incidence of isolated paraaortic nodal metastasis in surgically staged endometrial cancer patients with negative pelvic lymph nodes.

Authors:  Nadeem R Abu-Rustum; Jacob D Gomez; Kaled M Alektiar; Robert A Soslow; Martee L Hensley; Mario M Leitao; Ginger J Gardner; Yukio Sonoda; Dennis S Chi; Richard R Barakat
Journal:  Gynecol Oncol       Date:  2009-08-09       Impact factor: 5.482

3.  The importance of applying a sentinel lymph node mapping algorithm in endometrial cancer staging: beyond removal of blue nodes.

Authors:  Joyce N Barlin; Fady Khoury-Collado; Christine H Kim; Mario M Leitao; Dennis S Chi; Yukio Sonoda; Kaled Alektiar; Deborah F DeLair; Richard R Barakat; Nadeem R Abu-Rustum
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4.  Surgical pathologic spread patterns of endometrial cancer. A Gynecologic Oncology Group Study.

Authors:  W T Creasman; C P Morrow; B N Bundy; H D Homesley; J E Graham; P B Heller
Journal:  Cancer       Date:  1987-10-15       Impact factor: 6.860

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Authors:  Marcus E Randall; Virginia L Filiaci; Hyman Muss; Nick M Spirtos; Robert S Mannel; Jeffrey Fowler; J Tate Thigpen; Jo Ann Benda
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6.  Surgery and postoperative radiotherapy versus surgery alone for patients with stage-1 endometrial carcinoma: multicentre randomised trial. PORTEC Study Group. Post Operative Radiation Therapy in Endometrial Carcinoma.

Authors:  C L Creutzberg; W L van Putten; P C Koper; M L Lybeert; J J Jobsen; C C Wárlám-Rodenhuis; K A De Winter; L C Lutgens; A C van den Bergh; E van de Steen-Banasik; H Beerman; M van Lent
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7.  Vaginal brachytherapy versus pelvic external beam radiotherapy for patients with endometrial cancer of high-intermediate risk (PORTEC-2): an open-label, non-inferiority, randomised trial.

Authors:  R A Nout; V T H B M Smit; H Putter; I M Jürgenliemk-Schulz; J J Jobsen; L C H W Lutgens; E M van der Steen-Banasik; J W M Mens; A Slot; M C Stenfert Kroese; B N F M van Bunningen; A C Ansink; W L J van Putten; C L Creutzberg
Journal:  Lancet       Date:  2010-03-06       Impact factor: 79.321

8.  Surgical staging in endometrial cancer: clinical-pathologic findings of a prospective study.

Authors:  R C Boronow; C P Morrow; W T Creasman; P J Disaia; S G Silverberg; A Miller; J A Blessing
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9.  Systematic pelvic lymphadenectomy vs. no lymphadenectomy in early-stage endometrial carcinoma: randomized clinical trial.

Authors:  Pierluigi Benedetti Panici; Stefano Basile; Francesco Maneschi; Andrea Alberto Lissoni; Mauro Signorelli; Giovanni Scambia; Roberto Angioli; Saverio Tateo; Giorgia Mangili; Dionyssios Katsaros; Gaetano Garozzo; Elio Campagnutta; Nicoletta Donadello; Stefano Greggi; Mauro Melpignano; Francesco Raspagliesi; Nicola Ragni; Gennaro Cormio; Roberto Grassi; Massimo Franchi; Diana Giannarelli; Roldano Fossati; Valter Torri; Mariangela Amoroso; Clara Crocè; Costantino Mangioni
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10.  Efficacy of systematic pelvic lymphadenectomy in endometrial cancer (MRC ASTEC trial): a randomised study.

Authors:  H Kitchener; A M C Swart; Q Qian; C Amos; M K B Parmar
Journal:  Lancet       Date:  2008-12-16       Impact factor: 79.321

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  17 in total

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7.  Prospective Molecular Profiling of Circulating Tumor Cells from Patients with Melanoma Receiving Combinatorial Immunotherapy.

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8.  Role of lymphadenectomy in endometrial cancer with nonbulky lymph node metastasis: Comparison of comprehensive surgical staging and sentinel lymph node algorithm.

Authors:  Francesco Multinu; Jennifer A Ducie; Ane Gerda Zahl Eriksson; Brooke A Schlappe; William A Cliby; Gretchen E Glaser; Tommaso Grassi; Gary L Keeney; Amy L Weaver; Nadeem R Abu-Rustum; Mario M Leitao; Andrea Mariani
Journal:  Gynecol Oncol       Date:  2019-10-08       Impact factor: 5.482

Review 9.  Sentinel Lymph Node Mapping in Endometrial Cancer: A Comprehensive Review.

Authors:  Lirong Zhai; Xiwen Zhang; Manhua Cui; Jianliu Wang
Journal:  Front Oncol       Date:  2021-06-29       Impact factor: 6.244

10.  Laparoscopic sentinel lymph node mapping after cervical injection of indocyanine green for endometrial cancer - preliminary report.

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