Skip to main content
Top
Published in: Annals of Surgical Oncology 6/2008

01-06-2008 | Gastrointestinal Oncology

A Common Misuse of Stepwise Regression in Studies of Ratio of Metastatic Lymph Nodes for Gastric Cancer

Authors: Xi Wang, MD, Fei Wan, MS, Jie-Jun Wang, MD, PhD

Published in: Annals of Surgical Oncology | Issue 6/2008

Login to get access

Excerpt

It is well demonstrated that lymph node metastasis is an important prognostic factor for gastric cancer.13 However, the status of lymph nodes is evaluated by several different N classifications, and there is no consensus for gastric cancer. In the pN classification, proposed by the International Union Against Cancer (UICC) in the Fifth TNM staging system, the lymph node status was classified according to the number of involved lymph nodes irrespective of their site.4 By contrast, in the Japanese Classification, proposed by the Japanese Gastric Cancer Association (JGCA), the status of lymph node was divided according to their anatomical distribution, irrespective of their number.5 In addition, the ratio of metastatic lymph node (RML), that is, the number of metastatic lymph nodes/number of retrieved lymph nodes, is also a useful N classification for gastric cancer.6 Because of possible simplicity, quantitativity, reliability, reproducibility, and potential advantage of avoiding the “stage migration” phenomenon,7,8 the RML classification has been closely investigated in recent years. To our knowledge, the RML has been brought into more than 40 published articles as a possible prognostic factor. Moreover, a few of studies have identified the RML classification as an independent prognostic factor916 and attempted to argue that it would be a potential new staging system for gastric cancer.13
Literature
1.
go back to reference Kwon SJ, Kim GS. Prognostic significance of lymph node metastasis in advanced carcinoma of the stomach. Br J Surg 1996; 83:1600–3PubMedCrossRef Kwon SJ, Kim GS. Prognostic significance of lymph node metastasis in advanced carcinoma of the stomach. Br J Surg 1996; 83:1600–3PubMedCrossRef
2.
go back to reference Kim JP, Lee JH, Kim SJ, et al. Clinicopathologic characteristics and prognostic factors in 10783 patients with gastric cancer. Gastric Cancer 1998;1:125–33PubMedCrossRef Kim JP, Lee JH, Kim SJ, et al. Clinicopathologic characteristics and prognostic factors in 10783 patients with gastric cancer. Gastric Cancer 1998;1:125–33PubMedCrossRef
3.
go back to reference Siewert JR, Bottcher K, Stein HJ, et al. Relevant prognostic factors in gastric cancer: ten-year results of the German Gastric Cancer Study. Ann Surg 1998; 228:449–61PubMedCrossRef Siewert JR, Bottcher K, Stein HJ, et al. Relevant prognostic factors in gastric cancer: ten-year results of the German Gastric Cancer Study. Ann Surg 1998; 228:449–61PubMedCrossRef
4.
go back to reference Sobin LH, Wittekind CH. TNM classification of malignant tumors. 5th ed. New York: John Wiley & Sons, 1997 Sobin LH, Wittekind CH. TNM classification of malignant tumors. 5th ed. New York: John Wiley & Sons, 1997
5.
go back to reference Japanese Gastric Cancer Association. Japanese classification of gastric carcinoma, 2nd English ed. Gastric Cancer 1998; 1:10–24 Japanese Gastric Cancer Association. Japanese classification of gastric carcinoma, 2nd English ed. Gastric Cancer 1998; 1:10–24
6.
go back to reference Okusa T, Nakane Y, Boku T, et al. Quantitative analysis of nodal involvement with respect to survival rate after curative gastrectomy for carcinoma. Surg Gynecol Obstet 1990; 170:488–94PubMed Okusa T, Nakane Y, Boku T, et al. Quantitative analysis of nodal involvement with respect to survival rate after curative gastrectomy for carcinoma. Surg Gynecol Obstet 1990; 170:488–94PubMed
7.
go back to reference Yu W, Choi GS, Whang I, et al. Comparison of five systems for staging lymph node metastasis in gastric cancer. Br J Surg 1997; 84:1305–9PubMedCrossRef Yu W, Choi GS, Whang I, et al. Comparison of five systems for staging lymph node metastasis in gastric cancer. Br J Surg 1997; 84:1305–9PubMedCrossRef
8.
go back to reference Kodera Y, Yamamura Y, Shimizu Y, et al. Lymph node status assessment for gastric carcinoma: is the number of metastatic lymph nodes really practical as a parameter for N categories in the TNM Classification? J Surg Oncol 1998; 69:15–20PubMedCrossRef Kodera Y, Yamamura Y, Shimizu Y, et al. Lymph node status assessment for gastric carcinoma: is the number of metastatic lymph nodes really practical as a parameter for N categories in the TNM Classification? J Surg Oncol 1998; 69:15–20PubMedCrossRef
9.
go back to reference Takagane A, Terashima M, Abe K, et al. Evaluation of the ratio of lymph node metastasis as a prognostic factor in patients with gastric cancer. Gastric Cancer 1999; 2:122–8PubMedCrossRef Takagane A, Terashima M, Abe K, et al. Evaluation of the ratio of lymph node metastasis as a prognostic factor in patients with gastric cancer. Gastric Cancer 1999; 2:122–8PubMedCrossRef
10.
go back to reference Bando E, Yonemura Y, Taniguchi K, et al. Outcome of ratio of lymph node metastasis in gastric carcinoma. Ann Surg Oncol 2002; 9:775–84PubMedCrossRef Bando E, Yonemura Y, Taniguchi K, et al. Outcome of ratio of lymph node metastasis in gastric carcinoma. Ann Surg Oncol 2002; 9:775–84PubMedCrossRef
11.
go back to reference Inoue K, Nakane Y, Iiyama H, et al. The superiority of ratio-based lymph node staging in gastric carcinoma. Ann Surg Oncol 2002; 9:27–34PubMedCrossRef Inoue K, Nakane Y, Iiyama H, et al. The superiority of ratio-based lymph node staging in gastric carcinoma. Ann Surg Oncol 2002; 9:27–34PubMedCrossRef
12.
go back to reference Nitti D, Marchet A, Olivieri M, et al. Ratio between metastatic and examined lymph nodes is an independent prognostic factor after D2 resection for gastric cancer: analysis of a large European monoinstitutional experience. Ann Surg Oncol 2003; 10:1077–85PubMedCrossRef Nitti D, Marchet A, Olivieri M, et al. Ratio between metastatic and examined lymph nodes is an independent prognostic factor after D2 resection for gastric cancer: analysis of a large European monoinstitutional experience. Ann Surg Oncol 2003; 10:1077–85PubMedCrossRef
13.
go back to reference Marchet A, Mocellin S, Ambrosi A, et al. The ratio between metastatic and examined lymph nodes (N ratio) is an independent prognostic factor in gastric cancer regardless of the type of lymphadenectomy: results from an Italian multicentric study in 1853 patients. Ann Surg 2007;245:543–52PubMedCrossRef Marchet A, Mocellin S, Ambrosi A, et al. The ratio between metastatic and examined lymph nodes (N ratio) is an independent prognostic factor in gastric cancer regardless of the type of lymphadenectomy: results from an Italian multicentric study in 1853 patients. Ann Surg 2007;245:543–52PubMedCrossRef
14.
go back to reference Liu C, Lu P, Lu Y, et al. Clinical implications of metastatic lymph node ratio in gastric cancer. BMC Cancer 2007; 7:200PubMedCrossRef Liu C, Lu P, Lu Y, et al. Clinical implications of metastatic lymph node ratio in gastric cancer. BMC Cancer 2007; 7:200PubMedCrossRef
16.
go back to reference Celen O, Yildirim E, Berberoglu U. Prognostic impact of positive lymph node ratio in gastric carcinoma. J Surg Oncol 2007; 96:95–101PubMedCrossRef Celen O, Yildirim E, Berberoglu U. Prognostic impact of positive lymph node ratio in gastric carcinoma. J Surg Oncol 2007; 96:95–101PubMedCrossRef
17.
go back to reference Cheong JH, Hyung WJ, Shen JG, et al. The N ratio predicts recurrence and poor prognosis in patients with node-positive early gastric cancer. Ann Surg Oncol 2006; 13:377–85PubMedCrossRef Cheong JH, Hyung WJ, Shen JG, et al. The N ratio predicts recurrence and poor prognosis in patients with node-positive early gastric cancer. Ann Surg Oncol 2006; 13:377–85PubMedCrossRef
18.
go back to reference Kunisaki C, Makino H, Akiyama H, et al. Clinical significance of the metastatic lymph-node ratio in early gastric cancer. J Gastrointest Surg 2008; 12:542–9PubMedCrossRef Kunisaki C, Makino H, Akiyama H, et al. Clinical significance of the metastatic lymph-node ratio in early gastric cancer. J Gastrointest Surg 2008; 12:542–9PubMedCrossRef
19.
go back to reference Saito H, Fukumoto Y, Osaki T, et al. Prognostic significance of the ratio between metastatic and dissected lymph nodes (n ratio) in patients with advanced gastric cancer. J Surg Oncol 2008; 97:132–5PubMedCrossRef Saito H, Fukumoto Y, Osaki T, et al. Prognostic significance of the ratio between metastatic and dissected lymph nodes (n ratio) in patients with advanced gastric cancer. J Surg Oncol 2008; 97:132–5PubMedCrossRef
20.
go back to reference Harrell FE Jr Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis, 1st ed. New York: Springer, 2001 Harrell FE Jr Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis, 1st ed. New York: Springer, 2001
21.
go back to reference Leigh JP. Assessing the importance of an independent variable in multiple regression: is stepwise unwise? J Clin Epidemiol 1988; 41:669–77PubMedCrossRef Leigh JP. Assessing the importance of an independent variable in multiple regression: is stepwise unwise? J Clin Epidemiol 1988; 41:669–77PubMedCrossRef
22.
go back to reference Bring J. A geometric approach to compare variables in a regression model. Am Stat 1996; 50:57–62CrossRef Bring J. A geometric approach to compare variables in a regression model. Am Stat 1996; 50:57–62CrossRef
23.
go back to reference Bring J. How to standardize regression coefficients. Am Stat 1994; 48:209–13CrossRef Bring J. How to standardize regression coefficients. Am Stat 1994; 48:209–13CrossRef
24.
go back to reference Kruskal W, Majors R. Concepts of relative importance in recent scientific literature. Am Stat 1989; 43:2–6CrossRef Kruskal W, Majors R. Concepts of relative importance in recent scientific literature. Am Stat 1989; 43:2–6CrossRef
25.
go back to reference Soofi ES, Retzer JJ, Yasai-Ardekani M. A framework for measuring the importance of variables with applications to management research and decision models. Decision Sci 2000; 31:595–625CrossRef Soofi ES, Retzer JJ, Yasai-Ardekani M. A framework for measuring the importance of variables with applications to management research and decision models. Decision Sci 2000; 31:595–625CrossRef
Metadata
Title
A Common Misuse of Stepwise Regression in Studies of Ratio of Metastatic Lymph Nodes for Gastric Cancer
Authors
Xi Wang, MD
Fei Wan, MS
Jie-Jun Wang, MD, PhD
Publication date
01-06-2008
Publisher
Springer-Verlag
Published in
Annals of Surgical Oncology / Issue 6/2008
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-008-9908-z

Other articles of this Issue 6/2008

Annals of Surgical Oncology 6/2008 Go to the issue