Prognostic stratification based on a novel nomogram for left-sided pancreatic adenocarcinoma after surgical resection: a multi-center study

被引:0
作者
Ma, Zuyi [1 ,2 ]
Huang, Bowen [3 ]
Huang, Shanzhou [1 ]
Liu, Chunsheng [1 ,2 ]
Cao, Jiasheng [4 ]
Zheng, Zehao [1 ,2 ]
Li, Zhenchong [1 ]
Zhou, Zixuan [1 ]
Zhuang, Hongkai [1 ,2 ]
Zou, Yiping [1 ,2 ]
Yang, Linling [5 ]
Guo, Junchao [3 ]
Zhang, Chuanzhao [1 ]
Hou, Baohua [1 ]
机构
[1] South China Univ Technol, Guangdong Acad Med Sci, Sch Med, Guangdong Prov Peoples Hosp, Guangzhou 510080, Peoples R China
[2] Shantou Univ Med Coll, Shantou 515000, Peoples R China
[3] Chinese Acad Med Sci & Peking Union Med Coll, Dept Gen Surg, Peking Union Med Coll Hosp, Beijing 100730, Peoples R China
[4] Zhejiang Univ, Sir Run Run Shaw Hosp, Dept Gen Surg, Sch Med, Hangzhou 310020, Peoples R China
[5] Guangzhou Med Univ, Guangzhou 511436, Peoples R China
基金
中国国家自然科学基金;
关键词
Left-sided pancreatic adenocarcinoma; nomogram; overall survival; prognostic stratification; TAIL; BODY; SURVIVAL; CANCER; GEMCITABINE; CA-19-9;
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Left-sided pancreatic adenocarcinoma (LPAC) has a poorer prognosis and has some distinct features compared to cancer of pancreatic head. A reliable model to predict the prognosis of LPAC following surgery is needed in clinical practice. Our study included 231 patients with resected LPAC from 3 Chinese pancreatic disease centers. Cox-regression analysis was conducted to identify independent risk factors of LAPC. Then we established a nomogram and performed C-index, receiver operating characteristic curve, calibration plot and decision curve analysis to assess its discrimination and calibration. As a result, CA19-9, surgical margin, tumor differentiation, lymph node metastasis, and postoperative adjuvant chemotherapy were identified as significant prognostic factors. Based on these predictors, a novel nomogram was constructed. The nomogram achieved high C-indexes in the training cohort (0.805) and validation cohort (0.719), which were superior than the AJCC-8 staging system and other nomograms. The area under curve of the nomogram for predicting patients survival at 1-, 2-, and 3-year in training cohort were more than 0.8. Kaplan-Meier survival curve for the subgroups stratified based on the nomogram showed a better separation than the AJCC-8 stage I, II, III, indicating a superior ability of risk stratification for our model. In summary, we constructed a nomogram which showed a better predictive ability for patients' survival with LPAC after surgical resection than the AJCC staging system and other predictive models. Our model would be helpful to discriminate high-risk LPAC and facilitate clinical decision making.
引用
收藏
页码:2754 / 2768
页数:15
相关论文
共 29 条
[1]   Serum CA19-9 Response to Neoadjuvant Therapy Predicts Tumor Size Reduction and Survival in Pancreatic Adenocarcinoma [J].
Al Abbas, Amr I. ;
Zenati, Mazen ;
Reiser, Caroline J. ;
Hamad, Ahmad ;
Jung, Jae Pil ;
Zureikat, Amer H. ;
Zeh, Herbert J., III ;
Hogg, Melissa E. .
ANNALS OF SURGICAL ONCOLOGY, 2020, 27 (06) :2007-2014
[2]   Genomic analyses identify molecular subtypes of pancreatic cancer [J].
Bailey, Peter ;
Chang, David K. ;
Nones, Katia ;
Johns, Amber L. ;
Patch, Ann-Marie ;
Gingras, Marie-Claude ;
Miller, David K. ;
Christ, Angelika N. ;
Bruxner, Tim J. C. ;
Quinn, Michael C. ;
Nourse, Craig ;
Murtaugh, L. Charles ;
Harliwong, Ivon ;
Idrisoglu, Senel ;
Manning, Suzanne ;
Nourbakhsh, Ehsan ;
Wani, Shivangi ;
Fink, Lynn ;
Holmes, Oliver ;
Chin, Vencssa ;
Anderson, Matthew J. ;
Kazakoff, Stephen ;
Leonard, Conrad ;
Newell, Felicity ;
Waddell, Nick ;
Wood, Scott ;
Xu, Qinying ;
Wilson, Peter J. ;
Cloonan, Nicole ;
Kassahn, Karin S. ;
Taylor, Darrin ;
Quek, Kelly ;
Robertson, Alan ;
Pantano, Lorena ;
Mincarelli, Laura ;
Sanchez, Luis N. ;
Evers, Lisa ;
Wu, Jianmin ;
Pinese, Mark ;
Cowley, Mark J. ;
Jones, Marc D. ;
Colvin, Emily K. ;
Nagrial, Adnan M. ;
Humphrey, Emily S. ;
Chantrill, Lorraine A. ;
Mawson, Amanda ;
Humphris, Jeremy ;
Chou, Angela ;
Pajic, Marina ;
Scarlett, Christopher J. .
NATURE, 2016, 531 (7592) :47-+
[3]   Pancreatic cancer genomes reveal aberrations in axon guidance pathway genes [J].
Biankin, Andrew V. ;
Waddell, Nicola ;
Kassahn, Karin S. ;
Gingras, Marie-Claude ;
Muthuswamy, Lakshmi B. ;
Johns, Amber L. ;
Miller, David K. ;
Wilson, Peter J. ;
Patch, Ann-Marie ;
Wu, Jianmin ;
Chang, David K. ;
Cowley, Mark J. ;
Gardiner, Brooke B. ;
Song, Sarah ;
Harliwong, Ivon ;
Idrisoglu, Senel ;
Nourse, Craig ;
Nourbakhsh, Ehsan ;
Manning, Suzanne ;
Wani, Shivangi ;
Gongora, Milena ;
Pajic, Marina ;
Scarlett, Christopher J. ;
Gill, Anthony J. ;
Pinho, Andreia V. ;
Rooman, Ilse ;
Anderson, Matthew ;
Holmes, Oliver ;
Leonard, Conrad ;
Taylor, Darrin ;
Wood, Scott ;
Xu, Qinying ;
Nones, Katia ;
Fink, J. Lynn ;
Christ, Angelika ;
Bruxner, Tim ;
Cloonan, Nicole ;
Kolle, Gabriel ;
Newell, Felicity ;
Pinese, Mark ;
Mead, R. Scott ;
Humphris, Jeremy L. ;
Kaplan, Warren ;
Jones, Marc D. ;
Colvin, Emily K. ;
Nagrial, Adnan M. ;
Humphrey, Emily S. ;
Chou, Angela ;
Chin, Venessa T. ;
Chantrill, Lorraine A. .
NATURE, 2012, 491 (7424) :399-405
[4]   Expression of S100A2 Calcium-Binding Protein Predicts Response to Pancreatectomy for Pancreatic Cancer [J].
Biankin, Andrew V. ;
Kench, James G. ;
Colvin, Emily K. ;
Segara, Davendra ;
Scarlett, Christopher J. ;
Nguyen, Nam Q. ;
Chang, David K. ;
Morey, Adrienne L. ;
Lee, C. -Soon ;
Pinese, Mark ;
Kuo, Samuel C. L. ;
Susanto, Johana M. ;
Cosman, Peter H. ;
Lindeman, Geoffrey J. ;
Visvader, Jane E. ;
Nguyen, Tuan V. ;
Merrett, Neil D. ;
Warusavitarne, Janindra ;
Musgrove, Elizabeth A. ;
Henshall, Susan M. ;
Sutherland, Robert L. .
GASTROENTEROLOGY, 2009, 137 (02) :558-568
[5]  
Brennan MF, 1996, ANN SURG, V223, P506, DOI 10.1097/00000658-199605000-00006
[6]   Real-world outcomes of FOLFIRINOX vs gemcitabine and nab-paclitaxel in advanced pancreatic cancer: A population-based propensity score-weighted analysis [J].
Chan, Kelvin K. W. ;
Guo, Helen ;
Cheng, Sierra ;
Beca, Jaclyn M. ;
Redmond-Misner, Ruby ;
Isaranuwatchai, Wanrudee ;
Qiao, Lucy ;
Earle, Craig ;
Berry, Scott R. ;
Biagi, James J. ;
Welch, Stephen ;
Meyers, Brandon M. ;
Mittmann, Nicole ;
Coburn, Natalie ;
Arias, Jessica ;
Schwartz, Deborah ;
Dai, Wei F. ;
Gavura, Scott ;
McLeod, Robin ;
Kennedy, Erin D. .
CANCER MEDICINE, 2020, 9 (01) :160-169
[7]   8th Edition of the AJCC Cancer Staging Manual: Pancreas and Hepatobiliary Cancers [J].
Chun, Yun Shin ;
Pawlik, Timothy M. ;
Vauthey, Jean-Nicolas .
ANNALS OF SURGICAL ONCOLOGY, 2018, 25 (04) :845-847
[8]   FOLFIRINOX versus Gemcitabine for Metastatic Pancreatic Cancer [J].
Conroy, Thierry ;
Desseigne, Francoise ;
Ychou, Marc ;
Bouche, Olivier ;
Guimbaud, Rosine ;
Becouarn, Yves ;
Adenis, Antoine ;
Raoul, Jean-Luc ;
Gourgou-Bourgade, Sophie ;
de la Fouchardiere, Christelle ;
Bennouna, Jaafar ;
Bachet, Jean-Baptiste ;
Khemissa-Akouz, Faiza ;
Pere-Verge, Denis ;
Delbaldo, Catherine ;
Assenat, Eric ;
Chauffert, Bruno ;
Michel, Pierre ;
Montoto-Grillot, Christine ;
Ducreux, Michel .
NEW ENGLAND JOURNAL OF MEDICINE, 2011, 364 (19) :1817-1825
[9]   Risk factors of liver metastasis from advanced pancreatic adenocarcinoma: a large multicenter cohort study [J].
Dong, S. ;
Wang, L. ;
Guo, Y. B. ;
Ying, H. F. ;
Shen, X. H. ;
Meng, Z. Q. ;
Hao, Chen ;
Chen, Q. W. ;
Li, Z. S. .
WORLD JOURNAL OF SURGICAL ONCOLOGY, 2017, 15
[10]   Defining the molecular pathology of pancreatic body and tail adenocarcinoma [J].
Dreyer, S. B. ;
Jamieson, N. B. ;
Upstill-Goddard, R. ;
Bailey, P. J. ;
McKay, C. J. ;
Biankin, A. V. ;
Chang, D. K. .
BRITISH JOURNAL OF SURGERY, 2018, 105 (02) :E183-E191