scholarly journals Preoperative Score to Stratify Recurrence Risk After Curative Resection of Resectable Pancreatic Ductal Adenocarcinoma: A Retrospective Cohort Study

Author(s):  
Yu Jiang ◽  
SIYI Zou ◽  
Weishen Wang ◽  
Haoda Chen ◽  
Qian Zhan ◽  
...  

Abstract Background: Oncological survival after operation of resectable pancreatic ductal adenocarcinoma (R-PDAC) is variable depending on various factors. Preoperative risk stratification could guide decision-making in multidisciplinary treatment concepts. We develop and validate a prognostic score for disease-free survival (DFS) in R-PDAC to solve this issue.Methods: 421 R-PDAC patients between January 2012 and December 2015 were enrolled. Performance of the final model was evaluated with respect to discrimination, calibration and clinical usefulness. A prognostic score based on the final model was developed, and external validated in 290 patients.Results: On multivariable analysis, age, tumor size, carbohydrate antigen (CA)19-9, CA125, lymphocyte-monocyte ratio, and systemic-immune-inflammation index were independently associated with DFS. Final model had acceptable calibration, discrimination and internal validity. The prognostic score could delineate low- and high-risk groups with median DFS of 19.6 and 10.1 months (P<0.0001). Tumors in high-risk group exhibited more aggressive pathobiological behaviors. Additionally, at 1-year follow-up, the restricted mean survival time was longer with adjuvant chemotherapy than those without in low-risk patients. However, no significant difference was detected in high-risk patients.Discussion: The prognostic score could accurately predict DFS preoperatively in R-PDAC patients and provide reference for risk-adapted strategies formulation for R-PDAC management in the future.

Pancreatology ◽  
2001 ◽  
Vol 1 (5) ◽  
pp. 486-509 ◽  
Author(s):  
Theresa Wong ◽  
Nathan Howes ◽  
Jayne Threadgold ◽  
H.L. Smart ◽  
M.G. Lombard ◽  
...  

2020 ◽  
Author(s):  
Shinichiro Yamada ◽  
Mitsuo Shimada ◽  
Yuji Morine ◽  
Satoru Imura ◽  
Tetsuya Ikemoto ◽  
...  

Abstract Background: Frailty is an important consideration for older patients undergoing surgery. We aimed to investigate whether frailty could be prognostic factor in patients with pancreatic ductal adenocarcinoma who underwent pancreatic resection.Methods: One hundred and twenty patients who underwent pancreatic resection for pancreatic ductal adenocarcinoma were enrolled. Frailty was defined as a clinical frailty scale score ≥4. Patients were divided into frailty (n = 29) and non-frailty (n=91) groups, and clinicopathological factors were compared between two groups. Results: The frailty group showed an older age, lower serum albumin concentration, lower prognostic nutritional index, larger tumor diameter, and higher rate of lymph node metastasis than the non-frailty group (p < 0.05). Neutrophil–lymphocyte ratio and modified Glasgow prognostic score tended to be higher in the frailty group. Cancer-specific and disease-free survival rates were significantly poor in the frailty group (p < 0.05). With a multivariate analysis, frailty was an independent prognostic factor of cancer-specific survival.Conclusions: Frailty can predict the prognosis of patients with pancreatic ductal adenocarcinoma who undergo pancreatic resection.


2020 ◽  
Author(s):  
Zengyu Feng ◽  
Minmin Shi ◽  
Kexian Li ◽  
Lingxi Jiang ◽  
Hao Chen ◽  
...  

Abstract Background Cancer stem cells (CSCs) are crucial to malignant behavior and poor prognosis of pancreatic ductal adenocarcinoma (PDAC). In recent years, CSC biology has been widely studied, but practical prognostic signatures based on CSC-related genes have not been established and reported in PDAC. Methods This signature was developed and validated in seven independent PDAC datasets. MTAB-6134 cohort was used as training set, while one Chinese local cohort and five other public cohorts were used for external validation. CSC-related genes with credible prognostic roles were selected to form the signature, and its predictive performance was evaluated by Kaplan-Meier survival, receiver operating characteristic (ROC), and calibration curves. Correlation analysis was employed to clarify the potential biological characteristics. Results A robust signature comprising DCBLD2, GSDMD, PMAIP1, and PLOD2 was developed. It could classify patients into high-risk and low-risk groups, and high risk patients had significantly shorter overall survival (OS) and disease-free survival (DFS) compared with low risk patients. Calibration curves and Cox regression analysis demonstrated the powerful predictive performance. ROC curves showed an improved survival prediction provided by this model. Functional analysis revealed positive association between risk score and CSC marker. These results had cross-dataset compatibility. Conclusions We established a novel four-gene signature based on CSC-related genes which could serve as a powerful prognostic tool in PDAC. Impact This signature can offer potential help for further improving current TNM staging system, and providing data for the development of novel personalized therapeutic strategies in the future.


2021 ◽  
Author(s):  
Weiqiang You ◽  
Zerong Cai ◽  
Nengquan Sheng ◽  
Li Yan ◽  
Huihui Wan ◽  
...  

Abstract BackgroundPatients with stage I-III gastric cancer (GC) undergoing R0 radical resection display extremely different prognosis. How to discriminate high-risk patients with poor survival conveniently is a clinical conundrum to be solved urgently.MethodsPatients with stage I-III GC from 2010 to 2016 at Shanghai Jiao Tong University Affiliated Sixth People’s Hospital were included in our study. The associations of clinicopathological features with disease-free survival (DFS) and overall survival (OS) were examined via Cox proportional hazard model. Nomograms were developed which systematically integrated prognosis-related features. Kaplan–Meier survival analysis was performed to compare DFS and OS among groups. The results were then externally validated by The Sixth Affiliated Hospital, Sun Yat-sen University.ResultsA total of 585 and 410 patients were included in the discovery cohort and in the validation cohort. Multivariable analysis demonstrated that T stage, N stage, lymphatic/vascular/nerve infiltration, preoperative CEA and CA199 were independent prognostic factors (P < 0.05). The 3-year and 5-year calibration curves based on the nomograms showed perfect correlation between predicted and observed outcomes. Distinct differences were noticed in the survival of different risk groups (p < 0.001). Patients with low risk signature had a 5-year rate of 84.0% for DFS and 83.0% for OS, whereas high risk signature had the worst 5-year rate (only 35.0% for DFS and 24.0% for OS). Similar results were achieved in validation cohort.ConclusionsThe signatures based on clinicopathologic features demonstrate the powerful ability to conveniently identify distinct subpopulations, which may provide significant suggestions for individual follow-up and adjuvant therapy.


2021 ◽  
Vol 19 (1) ◽  
Author(s):  
Shinichiro Yamada ◽  
Mitsuo Shimada ◽  
Yuji Morine ◽  
Satoru Imura ◽  
Tetsuya Ikemoto ◽  
...  

Abstract Background Frailty is an important consideration for older patients undergoing surgery. We aimed to investigate whether frailty could be a prognostic factor in patients with pancreatic ductal adenocarcinoma who underwent pancreatic resection. Methods One hundred and twenty patients who underwent pancreatic resection for pancreatic ductal adenocarcinoma were enrolled. Frailty was defined as a clinical frailty scale score ≥4. Patients were divided into frailty (n = 29) and non-frailty (n=91) groups, and clinicopathological factors were compared between the two groups. Results The frailty group showed an older age, lower serum albumin concentration, lower prognostic nutritional index, larger tumor diameter, and higher rate of lymph node metastasis than the non-frailty group (p < 0.05). Neutrophil–lymphocyte ratio and modified Glasgow prognostic score tended to be higher in the frailty group. Cancer-specific and disease-free survival rates were significantly poor in the frailty group (p < 0.05). With a multivariate analysis, frailty was an independent prognostic factor of cancer-specific survival. Conclusions Frailty can predict the prognosis of patients with pancreatic ductal adenocarcinoma who undergo pancreatic resection.


2020 ◽  
Author(s):  
Zengyu Feng ◽  
Minmin Shi ◽  
Kexian Li ◽  
Yang Ma ◽  
Lingxi Jiang ◽  
...  

Abstract Background Cancer stem cells (CSCs) are crucial to malignant behavior and poor prognosis of pancreatic ductal adenocarcinoma (PDAC). In recent years, CSC biology has been widely studied, but practical prognostic signatures based on CSC-related genes have not been established and reported in PDAC. Methods This signature was developed and validated in seven independent PDAC datasets. MTAB-6134 cohort was used as training set, while one Chinese local cohort and five other public cohorts were used for external validation. CSC-related genes with credible prognostic roles were selected to form the signature, and its predictive performance was evaluated by Kaplan-Meier survival, receiver operating characteristic (ROC), and calibration curves. Correlation analysis was employed to clarify the potential biological characteristics. Results A robust signature comprising DCBLD2, GSDMD, PMAIP1, and PLOD2 was developed. It could classify patients into high-risk and low-risk groups, and high risk patients had significantly shorter overall survival (OS) and disease-free survival (DFS) compared with low risk patients. Calibration curves and Cox regression analysis demonstrated the powerful predictive performance. ROC curves showed an improved survival prediction provided by this model. Functional analysis revealed positive association between risk score and CSC marker. These results had cross-dataset compatibility. Conclusions We established a novel four-gene signature based on CSC-related genes which could serve as a powerful prognostic tool in PDAC. Impact This signature can offer potential help for further improving current TNM staging system, and providing data for the development of novel personalized therapeutic strategies in the future.


2017 ◽  
Vol 102 (8) ◽  
pp. 2807-2813 ◽  
Author(s):  
Rachel K Voss ◽  
Lei Feng ◽  
Jeffrey E Lee ◽  
Nancy D Perrier ◽  
Paul H Graham ◽  
...  

Abstract Context High-risk RET mutations (codon 634) are associated with earlier development of medullary thyroid carcinoma (MTC) and presumed increased aggressiveness compared with moderate-risk RET mutations. Objective To determine whether high-risk RET mutations are more aggressive. Design Retrospective cohort study using institutional multiple endocrine neoplasia type 2 registry. Setting Tertiary cancer care center. Patients Patients with MTC and moderate- or high-risk germline RET mutation. Intervention None (observational study). Main Outcome Measures Proxies for aggressiveness were overall survival (OS) and time to distant metastatic disease (DMD). Results A total of 127 moderate-risk and 135 high-risk patients were included (n = 262). Median age at diagnosis was 42.3 years (range, 6.4 to 86.4 years; mean, 41.6 years) for moderate-risk mutations and 23.0 years (range, 3.7 to 66.8 years; mean, 25.6 years) for high-risk mutations (P &lt; 0.0001). Moderate-risk patients had more T3/T4 tumors at diagnosis (P = 0.03), but there was no significant difference for N or M stage and no significant difference in OS (P = 0.40). From multivariable analysis for OS, increasing age [hazard ratio (HR), 1.05/y; 95% confidence interval (CI), 1.03 to 1.08], T3/T4 tumor (HR, 2.73; 95% CI, 1.22 to 6.11), and M1 status at diagnosis (HR, 3.93; 95% CI, 1.61 to 9.59) were significantly associated with worse OS but high-risk mutation was not (P = 0.40). No significant difference was observed for development of DMD (P = 0.33). From multivariable analysis for DMD, only N1 status at diagnosis was significant (HR, 2.10; 95% CI, 1.03 to 4.27). Conclusions Patients with high- and moderate-risk RET mutations had similar OS and development of DMD after MTC diagnosis and therefore similarly aggressive clinical courses. High-risk connotes increased disease aggressiveness; thus, future guidelines should consider RET mutation classification by disease onset (early vs late) rather than by risk (high vs moderate).


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 1237-1237
Author(s):  
Fotios V. Michelis ◽  
Rouslan Kotchetkov ◽  
Aamir Azeem ◽  
Rebecca M. Grunwald ◽  
Jieun Uhm ◽  
...  

Abstract Allogeneic hematopoietic cell transplantation (HCT) is a curative treatment option for acute myeloid leukemia (AML) when indicated. Numerous pre-transplant risk scores have been developed to predict post-transplant outcome, utilizing a variety of parameters. The purpose of this single-center study was to retrospectively develop and validate a prognostic score based on known significant pre-transplant variables for outcomes of 747 patients that underwent HCT for AML between 1978 and 2013. Median age of all patients at transplant was 44 years (range 17-71 years), 391 patients (52%) were female. HCT was performed in first complete remission (CR1) for 497 patients (67%) and in second complete remission (CR2) or advanced disease for 250 patients (33%). Donors were related for 538 patients (72%) and unrelated for 209 patients (28%). Peripheral blood stem cells (PBSC) were used as a graft source in 367 patients (49%). Myeloablative conditioning (MAC) was administered to 615 (82%) patients, 132 (18%) received reduced-intensity conditioning (RIC) regimens. HCT was performed over the time periods 1978-1990 (n=139), 1991-1999 (n=192), 2000-2006 (n=183) and 2007-2013 (n=233). Median follow-up of survivors was 90 months. Patients were assigned a combined score based on patient age, disease status and donor status. For disease status CR1, age <45 years and related donors, each parameter received a score 0. For disease status CR2 or advanced stage, age ≥45 and unrelated donors, each parameter received a score 1. Patients demonstrated a cumulative score of 0 (n=197), 1 (n=326), 2 (n=179) or 3 (n=45). All 747 patients were randomized into two groups, a test cohort (n=373) and a validation cohort (n=374). Univariate analysis for the test cohort demonstrated a favorable risk group with score 0 (n=92), an intermediate risk group of score 1-2 (n=255) and an unfavorable risk group with score 3 (n=26) with a 5-year overall survival (OS) of 61%, 35% and 20% respectively (p=0.0001)(Figure). Cumulative incidence of relapse (CIR) demonstrated a marginally significant difference between groups (p=0.05) with 5-year CIR 14%, 28% and 23% respectively. Non-relapse mortality (NRM) was marginally different (p=0.07) with 5-year NRM 27%, 39% and 54% respectively. Multivariable analysis of the test cohort for OS demonstrated that the presented scoring system remained significantly prognostic (p<0.0001) accounting for year of transplant as a continuous variable in the analysis (p=0.001, HR for transplant year 0.97, 95%CI 0.96-0.98). For OS, HR was 2.3 and 4.0 for the intermediate and high risk group respectively compared to favorable risk. For CIR, HR was 2.1 and 1.8 for intermediate and high risk patients respectively (p=0.05). For NRM, HR was 1.5 and 2.8 for intermediate and high risk patients respectively (p=0.01). Analysis of the validation cohort confirmed significant stratification for OS on univariate (p<0.0001, 5-year OS 68%, 36% and 30% for the three risk groups respectively) and multivariable analysis (p<0.0001). For CIR, no significant difference was seen on univariate (p=0.3, 5-year CIR 15%, 23% and 17% respectively) or multivariable analysis (p=0.3). For NRM, the validation cohort confirmed significant stratification between the risk groups on univariate (p<0.0001, 5-year NRM 19%, 42% and 48% respectively) and multivariable analysis (p<0.0001). In the presented study we developed and validated this readily calculable pre-transplant scoring system involving age, CR status and donor type which is highly prognostic for OS and NRM of patients undergoing allogeneic HCT for AML. We also demonstrated that the year transplant was performed over the last three decades had no influence on the prognostic significance of the scoring system. Figure 1 Figure 1. Disclosures Messner: Otsuka Pharmaceuticals Inc: Research Funding.


2020 ◽  
Vol 18 (1) ◽  
Author(s):  
Zengyu Feng ◽  
Minmin Shi ◽  
Kexian Li ◽  
Yang Ma ◽  
Lingxi Jiang ◽  
...  

Abstract Background Cancer stem cells (CSCs) are crucial to the malignant behaviour and poor prognosis of pancreatic ductal adenocarcinoma (PDAC). In recent years, CSC biology has been widely studied, but practical prognostic signatures based on CSC-related genes have not been established or reported in PDAC. Methods A signature was developed and validated in seven independent PDAC datasets. The MTAB-6134 cohort was used as the training set, while one local Chinese cohort and five other public cohorts were used for external validation. CSC-related genes with credible prognostic roles were selected to form the signature, and their predictive performance was evaluated by Kaplan–Meier survival, receiver operating characteristic (ROC), and calibration curves. Correlation analysis was employed to clarify the potential biological characteristics of the gene signature. Results A robust signature comprising DCBLD2, GSDMD, PMAIP1, and PLOD2 was developed. It classified patients into high-risk and low-risk groups. High-risk patients had significantly shorter overall survival (OS) and disease-free survival (DFS) than low-risk patients. Calibration curves and Cox regression analysis demonstrated powerful predictive performance. ROC curves showed the better survival prediction by this model than other models. Functional analysis revealed a positive association between risk score and CSC markers. These results had cross-dataset compatibility. Impact This signature could help further improve the current TNM staging system and provide data for the development of novel personalized therapeutic strategies in the future.


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