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Published in: BMC Cancer 1/2018

Open Access 01-12-2018 | Research article

Nomograms for predicting risk of locoregional recurrence and distant metastases for esophageal cancer patients after radical esophagectomy

Authors: Wen-Yi Zhang, Xing-Xing Chen, Wen-Hao Chen, Hui Zhang, Chang-Lin Zou

Published in: BMC Cancer | Issue 1/2018

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Abstract

Background

The aim of this study was to develop nomograms for predicting the risk of locoregional recurrence or distant metastasis in esophageal cancer patients who were treated with esophagectomy and regional lymphadenectomy.

Methods

The clinicopathologic data of 408 esophageal cancer patients after esophagectomy and regional lymphadenectomy were analyzed in this study. Univariate and multivariate COX regression analyses were used to test the association between the clinicopathologic data and the risk of locoregional recurrence or distant metastasis. The nomograms were built from the COX regression model.

Results

Univariate analyses revealed that tumor length, tumor width, T-staging and perineural invasion(PNI) were significantly associated with locoregional recurrence, and that tumor length, tumor width, differentiation, T-staging, N-staging, lymph vascular space invasion(LVSI), PNI and adjuvant chemotherapy were significantly associated with distant metastasis. Multivariate analyses revealed that tumor length, tumor width and T-staging were predictors of risk of locoregional recurrence, and that differentiation, N-staging, LVSI and PNI were predictors of risk of distant metastasis. Two nomograms were constructed for a visual explanation of these two COX regression models. The bias-corrected curve showed no significant departure from the ideal curve in these two nomograms.

Conclusions

Two nomograms were developed and validated to predict the risk of locoregional recurrence and distant metastasis in esophageal cancer patients after radical esophagectomy. The calculation outcome will help oncologists to choose adjuvant treatment regimens.
Literature
2.
go back to reference Pasquer A, Gronnier C, Renaud F, Duhamel A, Théreaux J, Carrere N, et al. Impact of adjuvant chemotherapy on patients with lymph node-positive esophageal Cancer who are primarily treated with surgery. Ann Surg Oncol. 2015;22(Suppl 3):S1340–9.CrossRefPubMed Pasquer A, Gronnier C, Renaud F, Duhamel A, Théreaux J, Carrere N, et al. Impact of adjuvant chemotherapy on patients with lymph node-positive esophageal Cancer who are primarily treated with surgery. Ann Surg Oncol. 2015;22(Suppl 3):S1340–9.CrossRefPubMed
3.
go back to reference Brescia AA, Broderick SR, Crabtree TD, Puri V, Musick JF, Bell JM, et al. Adjuvant therapy for positive nodes after induction therapy and resection of esophageal Cancer. Ann Thorac Surg. 2016;101:200–8; discussion 208–10CrossRefPubMed Brescia AA, Broderick SR, Crabtree TD, Puri V, Musick JF, Bell JM, et al. Adjuvant therapy for positive nodes after induction therapy and resection of esophageal Cancer. Ann Thorac Surg. 2016;101:200–8; discussion 208–10CrossRefPubMed
4.
go back to reference Bédard EL, Inculet RI, Malthaner RA, Brecevic E, Vincent M, Dar R. The role of surgery and postoperative chemoradiation therapy in patients with lymph node positive esophageal carcinoma. Cancer. 2001;91:2423–30.CrossRefPubMed Bédard EL, Inculet RI, Malthaner RA, Brecevic E, Vincent M, Dar R. The role of surgery and postoperative chemoradiation therapy in patients with lymph node positive esophageal carcinoma. Cancer. 2001;91:2423–30.CrossRefPubMed
5.
go back to reference Rice TW, Adelstein DJ, Chidel MA, Rybicki LA, DeCamp MM, Murthy SC, et al. Benefit of postoperative adjuvant chemoradiotherapy in locoregionally advanced esophageal carcinoma. J Thorac Cardiovasc Surg. 2003;126:1590–6.CrossRefPubMed Rice TW, Adelstein DJ, Chidel MA, Rybicki LA, DeCamp MM, Murthy SC, et al. Benefit of postoperative adjuvant chemoradiotherapy in locoregionally advanced esophageal carcinoma. J Thorac Cardiovasc Surg. 2003;126:1590–6.CrossRefPubMed
6.
go back to reference Rouzier R, Pusztai L, Garbay JR, Delaloge S, Hunt KK, Hortobagyi GN, et al. Development and validation of nomograms for predicting residual tumor size and the probability of successful conservative surgery with neoadjuvant chemotherapy for breast cancer. Cancer. 2006;107:1459–66.CrossRefPubMed Rouzier R, Pusztai L, Garbay JR, Delaloge S, Hunt KK, Hortobagyi GN, et al. Development and validation of nomograms for predicting residual tumor size and the probability of successful conservative surgery with neoadjuvant chemotherapy for breast cancer. Cancer. 2006;107:1459–66.CrossRefPubMed
7.
go back to reference Wang Y, Li J, Xia Y, Gong R, Wang K, Yan Z, et al. Prognostic nomogram for intrahepatic cholangiocarcinoma after partial hepatectomy. J Clin Oncol. 2013;31:1188–95.CrossRefPubMed Wang Y, Li J, Xia Y, Gong R, Wang K, Yan Z, et al. Prognostic nomogram for intrahepatic cholangiocarcinoma after partial hepatectomy. J Clin Oncol. 2013;31:1188–95.CrossRefPubMed
8.
go back to reference Rudloff U, Jacks LM, Goldberg JI, Wynveen CA, Brogi E, Patil S, et al. Nomogram for predicting the risk of local recurrence after breast-conserving surgery for ductal carcinoma in situ. J Clin Oncol. 2010;28:3762–9.CrossRefPubMed Rudloff U, Jacks LM, Goldberg JI, Wynveen CA, Brogi E, Patil S, et al. Nomogram for predicting the risk of local recurrence after breast-conserving surgery for ductal carcinoma in situ. J Clin Oncol. 2010;28:3762–9.CrossRefPubMed
9.
go back to reference Lerut T, Moons J, Coosemans W, Van Raemdonck D, De Leyn P, Decaluwé H, et al. Postoperative complications after transthoracic esophagectomy for cancer of the esophagus and gastroesophageal junction are correlated with early cancer recurrence: role of systematic grading of complications using the modified Clavien classification. Ann Surg. 2009;250:798–807.CrossRefPubMed Lerut T, Moons J, Coosemans W, Van Raemdonck D, De Leyn P, Decaluwé H, et al. Postoperative complications after transthoracic esophagectomy for cancer of the esophagus and gastroesophageal junction are correlated with early cancer recurrence: role of systematic grading of complications using the modified Clavien classification. Ann Surg. 2009;250:798–807.CrossRefPubMed
10.
go back to reference Chen GP, Huang Y, Yang X, Feng JF. A Nomogram to predict prognostic value of red cell distribution width in patients with esophageal Cancer. Mediat Inflamm. 2015;2015:854670. Chen GP, Huang Y, Yang X, Feng JF. A Nomogram to predict prognostic value of red cell distribution width in patients with esophageal Cancer. Mediat Inflamm. 2015;2015:854670.
11.
go back to reference Liu JS, Huang Y, Yang X, Feng JF. A nomogram to predict prognostic values of various inflammatory biomarkers in patients with esophageal squamous cell carcinoma. Am J Cancer Res. 2015;5:2180–9.PubMedPubMedCentral Liu JS, Huang Y, Yang X, Feng JF. A nomogram to predict prognostic values of various inflammatory biomarkers in patients with esophageal squamous cell carcinoma. Am J Cancer Res. 2015;5:2180–9.PubMedPubMedCentral
12.
go back to reference Gertler R, Stein HJ, Schuster T, Rondak IC, Höfler H, Feith M. Prevalence and topography of lymph node metastases in early esophageal and gastric cancer. Ann Surg. 2014;259:96–101.CrossRefPubMed Gertler R, Stein HJ, Schuster T, Rondak IC, Höfler H, Feith M. Prevalence and topography of lymph node metastases in early esophageal and gastric cancer. Ann Surg. 2014;259:96–101.CrossRefPubMed
13.
go back to reference Lin SH, Wang J, Allen PK, Correa AM, Maru DM, Swisher SG, et al. A nomogram that predicts pathologic complete response to neoadjuvant chemoradiation also predicts survival outcomes after definitive chemoradiation for esophageal cancer. J Gastrointest Oncol. 2015;6:45–52.PubMedPubMedCentral Lin SH, Wang J, Allen PK, Correa AM, Maru DM, Swisher SG, et al. A nomogram that predicts pathologic complete response to neoadjuvant chemoradiation also predicts survival outcomes after definitive chemoradiation for esophageal cancer. J Gastrointest Oncol. 2015;6:45–52.PubMedPubMedCentral
14.
go back to reference Duan J, Deng T, Ying G, Huang D, Zhang H, Zhou L, et al. Prognostic nomogram for previously untreated patients with esophageal squamous cell carcinoma after esophagectomy followed by adjuvant chemotherapy. Jpn J Clin Oncol. 2016;46:336–43.CrossRefPubMedPubMedCentral Duan J, Deng T, Ying G, Huang D, Zhang H, Zhou L, et al. Prognostic nomogram for previously untreated patients with esophageal squamous cell carcinoma after esophagectomy followed by adjuvant chemotherapy. Jpn J Clin Oncol. 2016;46:336–43.CrossRefPubMedPubMedCentral
15.
go back to reference Suzuki A, Xiao L, Hayashi Y, Blum MA, Welsh JW, Lin SH, et al. Nomograms for prognostication of outcome in patients with esophageal and gastroesophageal carcinoma undergoing definitive chemoradiotherapy. Oncology. 2012;82:108–13.CrossRefPubMed Suzuki A, Xiao L, Hayashi Y, Blum MA, Welsh JW, Lin SH, et al. Nomograms for prognostication of outcome in patients with esophageal and gastroesophageal carcinoma undergoing definitive chemoradiotherapy. Oncology. 2012;82:108–13.CrossRefPubMed
16.
go back to reference Adelstein DJ, Rice TW, Rybicki LA, Saxton JP, Videtic GM, Murthy SC, et al. Mature results from a phase II trial of postoperative concurrent chemoradiotherapy for poor prognosis cancer of the esophagus and gastroesophageal junction. J Thorac Oncol. 2009;4:1264–9.CrossRefPubMed Adelstein DJ, Rice TW, Rybicki LA, Saxton JP, Videtic GM, Murthy SC, et al. Mature results from a phase II trial of postoperative concurrent chemoradiotherapy for poor prognosis cancer of the esophagus and gastroesophageal junction. J Thorac Oncol. 2009;4:1264–9.CrossRefPubMed
17.
go back to reference Japanese Esophageal Oncology Group. A comparison of chemotherapy and radiotherapy as adjuvant treatment to surgery for esophageal carcinoma. Chest. 1993;104:203–7.CrossRef Japanese Esophageal Oncology Group. A comparison of chemotherapy and radiotherapy as adjuvant treatment to surgery for esophageal carcinoma. Chest. 1993;104:203–7.CrossRef
18.
go back to reference Ando N, Iizuka T, Ide H, Ishida K, Shinoda M, Nishimaki T, et al. Surgery plus chemotherapy compared with surgery alone for localized squamous cell carcinoma of the thoracic esophagus: a Japan clinical oncology group study--JCOG9204. J Clin Oncol. 2003;21:4592–6.CrossRefPubMed Ando N, Iizuka T, Ide H, Ishida K, Shinoda M, Nishimaki T, et al. Surgery plus chemotherapy compared with surgery alone for localized squamous cell carcinoma of the thoracic esophagus: a Japan clinical oncology group study--JCOG9204. J Clin Oncol. 2003;21:4592–6.CrossRefPubMed
Metadata
Title
Nomograms for predicting risk of locoregional recurrence and distant metastases for esophageal cancer patients after radical esophagectomy
Authors
Wen-Yi Zhang
Xing-Xing Chen
Wen-Hao Chen
Hui Zhang
Chang-Lin Zou
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2018
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-018-4796-5

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