A Clinicopathological Nomogram to Predict Node Metastasis in Pancreatic Ductal Adenocarcinoma
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作者:
Naffouje, Samer A.
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Univ Illinois Hosp & Hlth Sci Syst, Dept Gen Surg, Chicago, IL USAUniv Illinois Hosp & Hlth Sci Syst, Dept Gen Surg, Chicago, IL USA
Naffouje, Samer A.
[1
]
Tulla, Kiara A.
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Univ Illinois Hosp & Hlth Sci Syst, Dept Gen Surg, Chicago, IL USAUniv Illinois Hosp & Hlth Sci Syst, Dept Gen Surg, Chicago, IL USA
Tulla, Kiara A.
[1
]
Salti, George, I
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Univ Illinois Hosp & Hlth Sci Syst, Div Surg Oncol, Chicago, IL USA
Edward Canc Ctr, Dept Surg Oncol, Naperville, IL USAUniv Illinois Hosp & Hlth Sci Syst, Dept Gen Surg, Chicago, IL USA
Salti, George, I
[2
,3
]
机构:
[1] Univ Illinois Hosp & Hlth Sci Syst, Dept Gen Surg, Chicago, IL USA
[2] Univ Illinois Hosp & Hlth Sci Syst, Div Surg Oncol, Chicago, IL USA
[3] Edward Canc Ctr, Dept Surg Oncol, Naperville, IL USA
Introduction We aim to develop a nomogram that predicts the nodal status in pancreatic ductal adenocarcinoma. Methods The National Cancer Database for pancreatic ductal adenocarcinoma was used. Patients without distant metastasis who received R0 resection and had = 12 nodes retrieved were considered for the analysis. Significant predictors of N1 were concluded from a multivariate regression model and were used to establish the nomogram, which was internally validated using the 10-fold cross-validation method. Results 6,422 patients were found eligible to derive the nomogram. Overall survival of N0 vs. N1 patients was 35.15 +/- 1.45 vs. 21.82 +/- 0.44 months. The multivariate regression identified increasing age and receiving neoadjuvant radiation as favorable predictors, whereas pancreatic head cancers, lymph-vascular invasion, histologic grade, and pathologic T stage were identified as poor predictors of nodal metastasis. The bias-corrected concordance index for the nomogram was 0.756 (95% CI 0.743-0.769). Calibration was tested based on decile groups and no difference was noted between the predicted and observed N1 (p= 0.804). Youden's index identified the predicted probability of 53.40% to be the optimal cut-off for the nomogram. When applied to pancreatic ductal adenocarcinoma patients with inadequate node sampling (< 12), overall survival for predicted N0 vs. N1 based on the nomogram were 29.90 +/- 1.41 vs. 20.57 +/- 0.72 months which is comparable to those with confirmed N0 vs. N1. Conclusion Prediction of nodal status in pancreatic ductal adenocarcinoma is critical. Development of a nomogram based on available clinicopathological features of the primary tumor to predict nodal involvement in light of inadequate node dissection is feasible.
机构:
Keio Univ, Sch Med, Dept Surg, Shinjuku Ku, Tokyo 1608582, JapanKeio Univ, Sch Med, Dept Surg, Shinjuku Ku, Tokyo 1608582, Japan
Kitago, Minoru
Masugi, Yohei
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Keio Univ, Sch Med, Dept Pathol, Shinjuku Ku, 35 Shinanomachi, Tokyo 1608582, JapanKeio Univ, Sch Med, Dept Surg, Shinjuku Ku, Tokyo 1608582, Japan
Masugi, Yohei
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Itano, Osamu
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Shinoda, Masahiro
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Abe, Yuta
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Hibi, Taizo
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Yagi, Hiroshi
Fujii-Nishimura, Yoko
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Keio Univ, Sch Med, Dept Pathol, Shinjuku Ku, 35 Shinanomachi, Tokyo 1608582, JapanKeio Univ, Sch Med, Dept Surg, Shinjuku Ku, Tokyo 1608582, Japan
Fujii-Nishimura, Yoko
Sakamoto, Michiie
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Keio Univ, Sch Med, Dept Pathol, Shinjuku Ku, 35 Shinanomachi, Tokyo 1608582, JapanKeio Univ, Sch Med, Dept Surg, Shinjuku Ku, Tokyo 1608582, Japan
机构:
NorthWell Hlth, New Hyde Pk, NY 11040 USA
Zucker Sch Med Hofstra Northwell, Dept Surg, Manhasset, NY 11030 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
Wu, Grace
Standring, Oliver J.
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NorthWell Hlth, New Hyde Pk, NY 11040 USA
Zucker Sch Med Hofstra Northwell, Dept Surg, Manhasset, NY 11030 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
Standring, Oliver J.
King, Daniel A.
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NorthWell Hlth, New Hyde Pk, NY 11040 USA
Northwell Hlth Canc Inst, Lake Success, NY 11042 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
King, Daniel A.
Gholami, Sepideh
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NorthWell Hlth, New Hyde Pk, NY 11040 USA
Zucker Sch Med Hofstra Northwell, Dept Surg, Manhasset, NY 11030 USA
Northwell Hlth Canc Inst, Lake Success, NY 11042 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
Gholami, Sepideh
Devoe, Craig E.
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NorthWell Hlth, New Hyde Pk, NY 11040 USA
Northwell Hlth Canc Inst, Lake Success, NY 11042 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
Devoe, Craig E.
Thiels, Cornelius A.
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Mayo Clin, Dept Surg, Rochester, MN 55905 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
Thiels, Cornelius A.
Grotz, Travis E.
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Mayo Clin, Dept Surg, Rochester, MN 55905 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
Grotz, Travis E.
Weiss, Matthew J.
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NorthWell Hlth, New Hyde Pk, NY 11040 USA
Zucker Sch Med Hofstra Northwell, Dept Surg, Manhasset, NY 11030 USA
Northwell Hlth Canc Inst, Lake Success, NY 11042 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
Weiss, Matthew J.
Whelan, Richard L.
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NorthWell Hlth, New Hyde Pk, NY 11040 USA
Zucker Sch Med Hofstra Northwell, Dept Surg, Manhasset, NY 11030 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
Whelan, Richard L.
Raoof, Mustafa
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City Hope Natl Med Ctr, Dept Surg, Duarte, CA 91010 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
Raoof, Mustafa
Deperalta, Danielle K.
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NorthWell Hlth, New Hyde Pk, NY 11040 USA
Zucker Sch Med Hofstra Northwell, Dept Surg, Manhasset, NY 11030 USA
Northwell Hlth Canc Inst, Lake Success, NY 11042 USANorthWell Hlth, New Hyde Pk, NY 11040 USA
机构:
Wenzhou Med Univ, Sch Lab Med & Life Sci, Wenzhou, Peoples R ChinaWenzhou Med Univ, Sch Lab Med & Life Sci, Wenzhou, Peoples R China
Zheng, Binjiao
Ding, Gangfeng
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Wenzhou Med Univ, Clin Med Coll 1, Wenzhou, Peoples R ChinaWenzhou Med Univ, Sch Lab Med & Life Sci, Wenzhou, Peoples R China
Ding, Gangfeng
Lu, Guangrong
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Wenzhou Med Univ, Affiliated Hosp 2, Dept Gastroenterol, Wenzhou, Peoples R China
Wenzhou Med Univ, Yuying Childrens Hosp, Wenzhou, Peoples R ChinaWenzhou Med Univ, Sch Lab Med & Life Sci, Wenzhou, Peoples R China
Lu, Guangrong
Li, Lili
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Wenzhou Med Univ, Affiliated Hosp 1, Dept Med Oncol, 2 Fuxue Lane, Wenzhou, Peoples R ChinaWenzhou Med Univ, Sch Lab Med & Life Sci, Wenzhou, Peoples R China
机构:
Chongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R China
Jiang, Peng
Huang, Yuzhen
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Chongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R China
Huang, Yuzhen
Tu, Yuan
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Chongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R China
Tu, Yuan
Li, Ning
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Chongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R China
Li, Ning
Kong, Wei
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Chongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R China
Kong, Wei
Di, Feiyao
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Chongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R China
Di, Feiyao
Jiang, Shan
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Chongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R China
Jiang, Shan
Zhang, Jingni
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Chongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R China
Zhang, Jingni
Yi, Qianlin
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Chongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R China
Yi, Qianlin
Yuan, Rui
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Chongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R ChinaChongqing Med Univ, Dept Gynecol, Affiliated Hosp 1, Chongqing, Peoples R China