scholarly journals Comparison of performance of exponential, Cox proportional hazards, weibull and frailty survival models for analysis of small sample size data

2016 ◽  
Vol 4 (1) ◽  
pp. 2 ◽  
Author(s):  
Christopher Stanley ◽  
Elizabeth Molyneux ◽  
Mavuto Mukaka
2012 ◽  
Vol 108 (1) ◽  
pp. 138-150 ◽  
Author(s):  
Martin Macaš ◽  
Lenka Lhotská ◽  
Eduard Bakstein ◽  
Daniel Novák ◽  
Jiří Wild ◽  
...  

2016 ◽  
Vol 143 ◽  
pp. 127-142 ◽  
Author(s):  
Kai Dong ◽  
Herbert Pang ◽  
Tiejun Tong ◽  
Marc G. Genton

2016 ◽  
Vol 34 (2_suppl) ◽  
pp. 308-308 ◽  
Author(s):  
Benjamin Louis Maughan ◽  
Daniel L. Suzman ◽  
Rosa Maria Nadal ◽  
Sunakshi Bassi ◽  
Emmanuel S. Antonarakis

308 Background: Both enzalutamide and abiraterone are approved for the treatment of mCRPC, each demonstrating improved overall survival (OS) versus placebo. However, it is unclear what the optimal sequencing of these two therapies should be to maximize clinical outcomes and survival. Here, we compare clinical outcomes among patients with mCRPC who received enzalutamide first followed immediately by abiraterone (enza-to-abi) or the opposite sequence (abi-to-enza). Methods: A retrospective review of consecutive mCRPC patients treated at Johns Hopkins with enza-to-abi or abi-to-enza was conducted. The combined PFS (PFS = PFS1 + PFS2) was the primary endpoint, measured from the start of the first therapy (i.e. enza or abi) until disease progression on the subsequent therapy (i.e.abi or enza). The OS from the start of the first therapy until death was the secondary endpoint. Cox proportional hazards multivariable regression analysis was performed to determine whether one sequence was better than the other after adjusting for baseline characteristics. Results: 71 patients were identified: 58 received abi-to-enza and 13 received enza-to-abi. Comparisons of baseline characteristics between groups identified differences in PSA levels (P = 0.007), hemoglobin (P < 0.001), and presence of visceral disease (P = 0.035). The abi-to-enza group had a longer combined PFS than the enza-to-abi group: median 16.3 vs 12.5 mo (HR 0.53, P = 0.04). There was also a numeric improvement in OS in the abi-to-enza group compared to the enza-to-abi group: median 29.0 vs 21.0 mo (HR 0.51, P < 0.10). In multivariable analyses incorporating PSA level, hemoglobin, visceral disease and prior docetaxel use, both combined PFS (HR 2.59, P = 0.03) and OS (HR 4.59, P < 0.01) demonstrated improved outcomes with the abi-to-enza sequence. Conclusions: This hypothesis-generating study potentially suggests superior PFS and OS in men with mCRPC receiving abiraterone then enzalutamide (compared to enzalutamide then abiraterone), although this could be due to baseline imbalances or the small sample size of this study. Prospective validation of this concept is ongoing (NCT02125357).


2020 ◽  
Vol 21 ◽  
Author(s):  
Roberto Gabbiadini ◽  
Eirini Zacharopoulou ◽  
Federica Furfaro ◽  
Vincenzo Craviotto ◽  
Alessandra Zilli ◽  
...  

Background: Intestinal fibrosis and subsequent strictures represent an important burden in inflammatory bowel disease (IBD). The detection and evaluation of the degree of fibrosis in stricturing Crohn’s disease (CD) is important to address the best therapeutic strategy (medical anti-inflammatory therapy, endoscopic dilation, surgery). Ultrasound elastography (USE) is a non-invasive technique that has been proposed in the field of IBD for evaluating intestinal stiffness as a biomarker of intestinal fibrosis. Objective: The aim of this review is to discuss the ability and current role of ultrasound elastography in the assessment of intestinal fibrosis. Results and Conclusion: Data on USE in IBD are provided by pilot and proof-of-concept studies with small sample size. The first type of USE investigated was strain elastography, while shear wave elastography has been introduced lately. Despite the heterogeneity of the methods of the studies, USE has been proven to be able to assess intestinal fibrosis in patients with stricturing CD. However, before introducing this technique in current practice, further studies with larger sample size and homogeneous parameters, testing reproducibility, and identification of validated cut-off values are needed.


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