scholarly journals A Prognostic Nomogram for Disease-Specific Survival in Patients with Pancreatic Ductal Adenocarcinoma of the Head of the Pancreas Following Pancreaticoduodenectomy

2018 ◽  
Vol 24 ◽  
pp. 6313-6321 ◽  
Author(s):  
Huang-bao Li ◽  
Jun Zhou ◽  
Feng-qing Zhao
2017 ◽  
Vol 35 (4_suppl) ◽  
pp. 297-297
Author(s):  
Steve Kalloger ◽  
Joanna Karasinska ◽  
Hui-li Wong ◽  
Daniel John Renouf ◽  
David F. Schaeffer

297 Background: Secreted Protein, Acid, Cysteine-Rich (SPARC) has recently been postulated as a therapeutic target in pancreatic ductal adenocarcinoma (PDAC). The clinical trial findings investigating SPARC expression and nab-paclitaxel sensitivity have been discordant. This study aims to develop an integrated component based approach to the quantification of SPARC in PDAC to identify discrete predictive subgroups in a cohort of resected patients treated with an gemcitabine (GEM) or subjected to post-surgical observation. Methods: Immunohistochemical quantification of SPARC was performed on the epithelial and stromal compartments of resected PDAC on 219 patient samples on a tissue-microarray. The staining was assessed by the generation of H-Scores. The resultant scores were subjected to unsupervised hierarchical clustering. The maximum number of clusters was determined through an a priori decision that no cluster could be composed of less than 15% of the cohort. Univariable disease specific survival (DSS) analysis was performed with the Kaplan-Meier method to examine the cluster specific survival profiles with regard to gemcitabine sensitivity. Results: Mean age was 67 [38-88] with 56% being male. Most of the cohort had advanced disease with pT3 = 95% and pN1 = 72%. Lymphovascular and perinueural invasion were found in 58% and 93% of the cohort respectively. Clusters ranging in size from 35 to 76 cases were derived and represented the four-biomarker combinations of Low/Low, Low/High, High/High, and High/Low for the epithelial and stromal components respectively. None of the clinico-pathologic variables were significantly enriched in the clusters. Assessment of the predictive ability of the 4 clusters demonstrated that only one cluster (High/High) representing 76 (35%) patients in this cohort was sensitive to adjuvant GEM (p = 0.0067). Conclusions: This study shows that there is enhanced value in a combinatorial approach to the examination of SPARC in the stromal and epithelial components of PDAC where we have discovered that co-expression in both the epithelial and stromal components is significantly associated with sensitivity to adjuvant GEM.


2021 ◽  
Author(s):  
Zhilong Liu ◽  
Haohui Yu ◽  
Mingrong Cao ◽  
Jiexing Li ◽  
Yulin Huang ◽  
...  

Abstract Background: The purpose of this study is to develop and validate a nomogram to predict the overall survival (OS) of patients with Pancreatic Ductal Adenocarcinoma of the Head of the Pancreas (PDAC-HP).Methods: Using the Surveillance, Epidemiology, and End Results (SEER) database, we collected patients with PDAC-HP in the United States between 2004 and 2015. Patients were randomly divided into training set and validating set at a ratio of 7:3. The training set is used to develop a nomogram for predicting OS. These indicators such as the C index, the area under curve (AUC) of the receiver operating characteristic (ROC), calibration plots and the net reclassification improvement (NRI) and the integrated discrimination improvement (IDI) were used to evaluate the prediction accuracy of the nomogram.Results: A total of 33,893 patients with PDAC-HP over 20 years old were diagnosed between 2004 and 2015 were collected from the SEER database. Using multivariable Cox regression analysis, we identified eight risk factors that were associated with OS, such as age at diagnosis, sex, marital status at diagnosis, race, AJCC staging, surgery, radiotherapy and chemotherapy. A nomogram was constructed based on these variables. Compared with the AJCC staging system, the nomogram has a better C index and AUC in the training set and validatiing set. The calibration plots indicated that the nomogram was able to accurately predict the OS of patients with PDAC-HP at 1, 3, and 5 years.Conclusions: We developed and validated a nomogram, and predicted the OS of patients with PDAC-HP at 1, 3, and 5 years. Compared with the AJCC staging system, the nomogram we constructed has better performance. It shows that our nomogram could be served as an effective tool for prognostic evaluation of patients with PDAC-HP.


2000 ◽  
Vol 15 (11) ◽  
pp. 1333-1338 ◽  
Author(s):  
Koji Uno ◽  
Takeshi Azuma ◽  
Masatsugu Nakajima ◽  
Kenjiro Yasuda ◽  
Takanobu Hayakumo ◽  
...  

2005 ◽  
Vol 173 (4S) ◽  
pp. 310-310
Author(s):  
Robert S. Svatek ◽  
Pierre I. Karakiewicz ◽  
Michael J. Shulman ◽  
Jose Karam ◽  
Paul Perrotte ◽  
...  

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