Accuracy of models to prognosticate survival after surgery for pancreatic cancer in the era of neoadjuvant therapy

被引:1
|
作者
Marcinak, Clayton T. T. [1 ]
Parker, William F. F. [2 ]
Parikh, Alexander A. A. [3 ]
Datta, Jashodeep [4 ]
Maithel, Shishir K. K. [5 ]
Kooby, David A. A. [5 ]
Burkard, Mark E. E. [6 ]
Kim, Hong Jin [7 ]
LeCompte, Michael T. T. [7 ]
Afshar, Majid [8 ]
Churpek, Matthew M. M. [8 ]
Zafar, Syed Nabeel [1 ,9 ]
机构
[1] Univ Wisconsin, Sch Med & Publ Hlth, Dept Surg, Div Surg Oncol, Madison, WI USA
[2] Univ Chicago, Pritzker Sch Med, Dept Med, Sect Pulm & Crit Care Med, Chicago, IL USA
[3] UT Hlth San Antonio MD Anderson Mays Canc Ctr, Div Surg Oncol & Endocrine Surg, San Antonio, TX USA
[4] Univ Miami, Miller Sch Med, Dept Surg, Div Surg Oncol, Miami, FL USA
[5] Emory Univ, Sch Med, Dept Surg, Div Surg Oncol, Atlanta, GA USA
[6] Univ Wisconsin, Sch Med & Publ Hlth, Dept Med, Div Hematol Oncol & Palliat Care, Madison, WI USA
[7] Univ N Carolina, Dept Surg, Div Surg Oncol & Endocrine Surg, Chapel Hill, NC USA
[8] Univ Wisconsin, Sch Med & Publ Hlth, Dept Med, Div Allergy Pulm & Crit Care Med, Madison, WI USA
[9] Sch Med & Publ Hlth, Dept Surg, Div Surg Oncol, 600 Highland Ave, Madison, WI 53792 USA
基金
美国国家卫生研究院;
关键词
calibration; nomograms; pancreatectomy; pancreatic carcinoma; pancreatic neoplasms; prognosis; ADENOCARCINOMA; VALIDATION; NOMOGRAM; RESECTION; PANCREATICODUODENECTOMY; PREDICTION; MANAGEMENT;
D O I
10.1002/jso.27287
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundOutcomes for pancreatic adenocarcinoma (PDAC) remain difficult to prognosticate. Multiple models attempt to predict survival following the resection of PDAC, but their utility in the neoadjuvant population is unknown. We aimed to assess their accuracy among patients that received neoadjuvant chemotherapy (NAC). MethodsWe performed a multi-institutional retrospective analysis of patients who received NAC and underwent resection of PDAC. Two prognostic systems were evaluated: the Memorial Sloan Kettering Cancer Center Pancreatic Adenocarcinoma Nomogram (MSKCCPAN) and the American Joint Committee on Cancer (AJCC) staging system. Discrimination between predicted and actual disease-specific survival was assessed using the Uno C-statistic and Kaplan-Meier method. Calibration of the MSKCCPAN was assessed using the Brier score. ResultsA total of 448 patients were included. There were 232 (51.8%) females, and the mean age was 64.1 years (+/- 9.5). Most had AJCC Stage I or II disease (77.7%). For the MSKCCPAN, the Uno C-statistic at 12-, 24-, and 36-month time points was 0.62, 0.63, and 0.62, respectively. The AJCC system demonstrated similarly mediocre discrimination. The Brier score for the MSKCCPAN was 0.15 at 12 months, 0.26 at 24 months, and 0.30 at 36 months, demonstrating modest calibration. ConclusionsCurrent survival prediction models and staging systems for patients with PDAC undergoing resection after NAC have limited accuracy.
引用
收藏
页码:280 / 288
页数:9
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