1.Prognostic Factor Analysis of Overall Survival in Gastric Cancer from Two Phase III Studies of Second-line Ramucirumab (REGARD and RAINBOW) Using Pooled Patient Data.
Charles S FUCHS ; Kei MURO ; Jiri TOMASEK ; Eric VAN CUTSEM ; Jae Yong CHO ; Sang Cheul OH ; Howard SAFRAN ; György BODOKY ; Ian CHAU ; Yasuhiro SHIMADA ; Salah Eddin AL-BATRAN ; Rodolfo PASSALACQUA ; Atsushi OHTSU ; Michael EMIG ; David FERRY ; Kumari CHANDRAWANSA ; Yanzhi HSU ; Andreas SASHEGYI ; Astra M LIEPA ; Hansjochen WILKE
Journal of Gastric Cancer 2017;17(2):132-144
		                        		
		                        			
		                        			PURPOSE: To identify baseline prognostic factors for survival in patients with disease progression, during or after chemotherapy for the treatment of advanced gastric or gastroesophageal junction (GEJ) cancer. MATERIALS AND METHODS: We pooled data from patients randomized between 2009 and 2012 in 2 phase III, global double-blind studies of ramucirumab for the treatment of advanced gastric or GEJ adenocarcinoma following disease progression on first-line platinum- and/or fluoropyrimidine-containing therapy (REGARD and RAINBOW). Forty-one key baseline clinical and laboratory factors common in both studies were examined. Model building started with covariate screening using univariate Cox models (significance level=0.05). A stepwise multivariable Cox model identified the final prognostic factors (entry+exit significance level=0.01). Cox models were stratified by treatment and geographic region. The process was repeated to identify baseline prognostic quality of life (QoL) parameters. RESULTS: Of 1,020 randomized patients, 953 (93%) patients without any missing covariates were included in the analysis. We identified 12 independent prognostic factors of poor survival: 1) peritoneal metastases; 2) Eastern Cooperative Oncology Group (ECOG) performance score 1; 3) the presence of a primary tumor; 4) time to progression since prior therapy <6 months; 5) poor/unknown tumor differentiation; abnormally low blood levels of 6) albumin, 7) sodium, and/or 8) lymphocytes; and abnormally high blood levels of 9) neutrophils, 10) aspartate aminotransferase (AST), 11) alkaline phosphatase (ALP), and/or 12) lactate dehydrogenase (LDH). Factors were used to devise a 4-tier prognostic index (median overall survival [OS] by risk [months]: high=3.4, moderate=6.4, medium=9.9, and low=14.5; Harrell's C-index=0.66; 95% confidence interval [CI], 0.64–0.68). Addition of QoL to the model identified patient-reported appetite loss as an independent prognostic factor. CONCLUSIONS: The identified prognostic factors and the reported prognostic index may help clinical decision-making, patient stratification, and planning of future clinical studies.
		                        		
		                        		
		                        		
		                        			Adenocarcinoma
		                        			;
		                        		
		                        			Alkaline Phosphatase
		                        			;
		                        		
		                        			Appetite
		                        			;
		                        		
		                        			Aspartate Aminotransferases
		                        			;
		                        		
		                        			Clinical Decision-Making
		                        			;
		                        		
		                        			Disease Progression
		                        			;
		                        		
		                        			Double-Blind Method
		                        			;
		                        		
		                        			Drug Therapy
		                        			;
		                        		
		                        			Esophagogastric Junction
		                        			;
		                        		
		                        			Factor Analysis, Statistical*
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			L-Lactate Dehydrogenase
		                        			;
		                        		
		                        			Lymphocytes
		                        			;
		                        		
		                        			Mass Screening
		                        			;
		                        		
		                        			Neoplasm Metastasis
		                        			;
		                        		
		                        			Neutrophils
		                        			;
		                        		
		                        			Prognosis
		                        			;
		                        		
		                        			Proportional Hazards Models
		                        			;
		                        		
		                        			Quality of Life
		                        			;
		                        		
		                        			Sodium
		                        			;
		                        		
		                        			Stomach Neoplasms*
		                        			
		                        		
		                        	
            
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