Nomogram for predicting lymph node metastasis rate of submucosal gastric cancer by analyzing clinicopathological characteristics associated with lymph node metastasis.

BACKGROUND To combine clinicopathological characteristics associated with lymph node metastasis for submucosal gastric cancer into a nomogram. METHODS We retrospectively analyzed 262 patients with submucosal gastric cancer who underwent D2 gastrectomy between 1996 and 2012. The relationship between lymph node metastasis and clinicopathological features was statistically analyzed. With multivariate logistic regression analysis, we made a nomogram to predict the possibility of lymph node metastasis. Receiver operating characteristic (ROC) analysis was also performed to assess the predictive value of the model. Discrimination and calibration were performed using internal validation. RESULTS A total number of 48 (18.3%) patients with submucosal gastric cancer have pathologically lymph node metastasis. For submucosal gastric carcinoma, lymph node metastasis was associated with age, tumor location, macroscopic type, size, differentiation, histology, the existence of ulcer and lymphovascular invasion in univariate analysis (all P<0.05). The multivariate logistic regression analysis identified that age ≤50 years old, macroscopic type III or mixed, undifferentiated type, and presence of lymphovascular invasion were independent risk factors of lymph node metastasis in submucosal gastric cancer (all P<0.05). We constructed a predicting nomogram with all these factors for lymph node metastasis in submucosal gastric cancer with good discrimination [area under the curve (AUC) =0.844]. Internal validation demonstrated a good discrimination power that the actual probability corresponds closely with the predicted probability. CONCLUSIONS We developed a nomogram to predict the rate of lymph node metastasis for submucosal gastric cancer. With good discrimination and internal validation, the nomogram improved individualized predictions for assisting clinicians to make appropriated treatment decision for submucosal gastric cancer patients.

[1]  T. Takada,et al.  Updated clinical practice guidelines for the management of biliary tract cancers: revision concepts and major revised points , 2015, Journal of hepato-biliary-pancreatic sciences.

[2]  J. Kim,et al.  Intramucosal gastric cancer: the rate of lymph node metastasis in signet ring cell carcinoma is as low as that in well-differentiated adenocarcinoma , 2015, European journal of gastroenterology & hepatology.

[3]  I. Choi,et al.  Long-term outcome comparison of endoscopic resection and surgery in early gastric cancer meeting the absolute indication for endoscopic resection. , 2015, Gastrointestinal endoscopy.

[4]  H. Jung,et al.  Clinicopathologic factors and molecular markers related to lymph node metastasis in early gastric cancer. , 2015, World journal of gastroenterology.

[5]  Jie He,et al.  Annual report on status of cancer in China, 2010. , 2014, Chinese journal of cancer research = Chung-kuo yen cheng yen chiu.

[6]  Sang-Hoon Ahn,et al.  Comparative study of clinical outcomes between laparoscopy-assisted proximal gastrectomy (LAPG) and laparoscopy-assisted total gastrectomy (LATG) for proximal gastric cancer , 2013, Gastric Cancer.

[7]  J. Ji,et al.  Controversies in the diagnosis and management of early gastric cancer. , 2013, Chinese journal of cancer research = Chung-kuo yen cheng yen chiu.

[8]  A. Leminen,et al.  Prediction of lymph node and distant metastasis in patients with endometrial carcinoma: a new model based on demographics, biochemical factors, and tumor histology. , 2013, Gynecologic Oncology.

[9]  T. Gotoda,et al.  Endoscopic resection (endoscopic mucosal resection/ endoscopic submucosal dissection) for early gastric cancer , 2013, Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society.

[10]  U. Capitanio,et al.  Updated nomogram predicting lymph node invasion in patients with prostate cancer undergoing extended pelvic lymph node dissection: the essential importance of percentage of positive cores. , 2012, European urology.

[11]  Charles R. Thomas,et al.  Nomogram for predicting the benefit of adjuvant chemoradiotherapy for resected gallbladder cancer. , 2011, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[12]  M. Lim,et al.  Predictable Factors for Lymph Node Metastasis in Early Gastric Cancer—Analysis of Single Institutional Experience , 2011, Journal of Gastrointestinal Surgery.

[13]  T. Aiko,et al.  New Japanese classifications and treatment guidelines for gastric cancer: revision concepts and major revised points , 2011, Gastric Cancer.

[14]  T. Gotoda,et al.  Clinical impact of a strategy involving endoscopic submucosal dissection for early gastric cancer: determining the optimal pathway , 2011, Gastric Cancer.

[15]  K. Chayama,et al.  Predicting the absence of lymph node metastasis of submucosal invasive gastric cancer: Expansion of the criteria for curative endoscopic resection , 2010, Scandinavian journal of gastroenterology.

[16]  H. Messmann,et al.  Endoscopic submucosal dissection in gastric neoplasia - experience from a European center. , 2010, Endoscopy.

[17]  Sang-Uk Han,et al.  Morbidity and Mortality of Laparoscopic Gastrectomy Versus Open Gastrectomy for Gastric Cancer: An Interim Report—A Phase III Multicenter, Prospective, Randomized Trial (KLASS Trial) , 2010, Annals of surgery.

[18]  A. Hölscher,et al.  Early Gastric Cancer: Lymph Node Metastasis Starts With Deep Mucosal Infiltration , 2009, Annals of surgery.

[19]  S. Tanabe,et al.  Mixed-histologic-type submucosal invasive gastric cancer as a risk factor for lymph node metastasis: feasibility of endoscopic submucosal dissection. , 2009, Endoscopy.

[20]  Y. Bang,et al.  The role of PET/CT in detection of gastric cancer recurrence , 2009, BMC Cancer.

[21]  E. Fukuda,et al.  Endoscopic submucosal dissection for early gastric cancer: a large-scale feasibility study , 2008, Gut.

[22]  E. Stickeler,et al.  The MSKCC nomogram for prediction the likelihood of non-sentinel node involvement in a German breast cancer population , 2008, Breast Cancer Research and Treatment.

[23]  M. Choi,et al.  Predictive Factors for Lymph Node Metastasis in Early Gastric Cancer With Submucosal Invasion: Analysis of a Single Institutional Experience , 2007, Annals of surgery.

[24]  S. Ishikawa,et al.  Indications for EMR/ESD in cases of early gastric cancer: relationship between histological type, depth of wall invasion, and lymph node metastasis , 2007, Gastric Cancer.

[25]  Norio Shiraishi,et al.  A Multicenter Study on Oncologic Outcome of Laparoscopic Gastrectomy for Early Cancer in Japan , 2007, Annals of surgery.

[26]  Shinji Tanaka,et al.  Advantage of endoscopic submucosal dissection compared with EMR for early gastric cancer. , 2006, Gastrointestinal endoscopy.

[27]  T. Yoshino,et al.  Endoscopic submucosal dissection for early gastric cancer: results and degrees of technical difficulty as well as success , 2006, Endoscopy.

[28]  P. Eastman Annual Report on Status of Cancer from ACS, NCI, CDC, Cancer Registries: Targeted Focus on Latinos Will Likely Improve US Cancer Rates , 2006 .

[29]  F. Roviello,et al.  Number of lymph node metastases and its prognostic significance in early gastric cancer: A multicenter italian study , 2006, Journal of surgical oncology.

[30]  H. Katai,et al.  Early gastric cancer: concepts, diagnosis, and management , 2005, International Journal of Clinical Oncology.

[31]  C. Belluco,et al.  Extended lymphadenectomy (D2) in patients with early gastric cancer. , 2005, European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology.

[32]  Roy Soetikno,et al.  Endoscopic mucosal resection for early cancers of the upper gastrointestinal tract. , 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[33]  T. Sohn,et al.  Characteristics of submucosal gastric carcinoma with lymph node metastatic disease , 2005, Histopathology.

[34]  K. Choe,et al.  Lymph node metastasis in early gastric cancer with submucosal invasion: feasibility of minimally invasive surgery. , 2004, World journal of gastroenterology.

[35]  S. Park,et al.  Characteristics of intramucosal gastric carcinoma with lymph node metastatic disease , 2004, Histopathology.

[36]  B. Millat,et al.  Appropriate Gastric Resection with Lymph Node Dissection for Early Gastric Cancer , 2004, Annals of Surgical Oncology.

[37]  S. Choi,et al.  Application of minimally invasive treatment for early gastric cancer , 2004, Journal of surgical oncology.

[38]  Hisao Tajiri,et al.  A new technique for endoscopic mucosal resection with an insulated-tip electrosurgical knife improves the completeness of resection of intramucosal gastric neoplasms. , 2002, Gastrointestinal endoscopy.

[39]  Y. Nakanishi,et al.  Incidence of lymph node metastasis from early gastric cancer: estimation with a large number of cases at two large centers , 2000, Gastric Cancer.

[40]  D. Gouma,et al.  Extended lymph-node dissection for gastric cancer. , 1999, The New England journal of medicine.

[41]  J. Siewert,et al.  Relevant prognostic factors in gastric cancer: ten-year results of the German Gastric Cancer Study. , 1998, Annals of surgery.

[42]  M. Sasako Risk factors for surgical treatment in the Dutch gastric cancer trial , 1997, The British journal of surgery.

[43]  D. Noh,et al.  Significant prognostic factors by multivariate analysis of 3926 gastric cancer patients , 1994, World Journal of Surgery.

[44]  I. Fidler,et al.  Critical factors in the biology of human cancer metastasis: twenty-eighth G.H.A. Clowes memorial award lecture. , 1990, Cancer research.

[45]  Japanese Gastric Cancer Association Japanese gastric cancer treatment guidelines 2010 (ver. 3) , 2011, Gastric Cancer.

[46]  M. Sasako,et al.  [TNM-7th edition 2009 (UICC/AJCC) and Japanese Classification 2010 in Gastric Cancer. Towards simplicity and standardisation in the management of gastric cancer]. , 2011, Cirugia espanola.

[47]  今川 敦 Endoscopic submucosal dissection for early gastric cancer : results and degrees of technical difficulty as well as success , 2009 .

[48]  S. Jeon,et al.  Factors related to lymph node metastasis and the feasibility of endoscopic mucosal resection for treating poorly differentiated adenocarcinoma of the stomach. , 2008, Endoscopy.

[49]  M. Huguier,et al.  [Extended lymph-node dissection for gastric cancer]. , 1999, Chirurgie; memoires de l'Academie de chirurgie.