scholarly journals Principled selection of baseline covariates to account for censoring in randomized trials with a survival endpoint

2021 ◽  
Author(s):  
Kelly Van Lancker ◽  
Oliver Dukes ◽  
Stijn Vansteelandt

Author(s):  
Eva Lorenz ◽  
Sabine Gabrysch

In cluster-randomized trials, groups or clusters of individuals, rather than individuals themselves, are randomly allocated to intervention or control. In this article, we describe a new command, ccrand, that implements a covariate-constrained randomization procedure for cluster-randomized trials. It can ensure balance of one or more baseline covariates between trial arms by restriction to allocations that meet specified balance criteria. We provide a brief overview of the theoretical background, describe ccrand and its options, and illustrate it using an example.



2020 ◽  
Vol 19 (5) ◽  
pp. 583-601 ◽  
Author(s):  
Kelly Van Lancker ◽  
An Vandebosch ◽  
Stijn Vansteelandt


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 2517-2517
Author(s):  
Maria Carolina Oliveira ◽  
Myriam Labopin ◽  
Jörg Henes ◽  
John Moore ◽  
Nicoletta Del Papa ◽  
...  

Abstract Introduction Systemic sclerosis (SSc) is a chronic autoimmune disease that affects skin and internal organs. Severe progressive cutaneous SSc with heart, lung, digestive tract or kidney involvement has poor prognosis with mortality rates up to 30% 5 years after diagnosis despite standard therapies. Autologous Hematopoietic Stem Cell Transplantation (AHSCT) has been shown effective for treating severe or rapidly progressive SSc. Improved skin score and quality of life and at least stabilization of lung function were consistently reported in early phase II trials. Both the phase II ASSIST and the larger phase III ASTIS prospective randomized trials showed better survival rates and long-term outcomes in patients (pts) treated with AHSCT compared to monthly iv cyclophosphamide. Among the current strategies to further improve safety and efficacy of AHSCT, the benefit of ex vivo CD34+ cell selection of the graft remains debated. The potential risk of re-injecting pathological T-cells with non-selected grafts may be outweighed by high cost, reduced numbers of injected cells and increased immunosuppression in pts receiving CD34+selected grafts. We therefore aimed to evaluate the influence of ex vivo CD34+ cell selection on the outcome of SSc pts treated with AHSCT. Methods This Autoimmune Disease Working Party (ADWP) multicenter retrospective study followed the European Bone Marrow Transplant Association (EBMT) guidelines. All EBMT-affiliated centers with eligible SSc patients were invited to participate. Inclusion criteria were: diagnosis of SSc according to the American College of Rheumatology criteria and all pts, but those from ASTIS, having received a first AHSCT between 2000 to 2012, using any type of conditioning except irradiation. For those centres that agreed to participate, primary data was collected, where available using a standardized SSc minimal essential data ‘B’ form. A specific added Excel questionnaire was elaborated to include clinical and laboratory data at diagnosis, before and after AHSCT. Filled questionnaires were sent by local investigator to ADWP- EBMT data manager, evaluated for completion and consistency. Results Out of 131 SSc pts (70% female, n = 92) with the inclusion criteria enrolled in the study, median aged at SSc diagnosis 41 (17-68) years, ex vivo CD34+ selection of the graft had been performed in 63 (48%). Before AHSCT, 120 (92%) pts had diffuse skin involvement and 69 (53%), 27 (21%) and 103 (79%) pts respectively had gastrointestinal, heart and lung involvement. CD34+ selected and non-selected transplant pts were similar for median age at diagnosis (34 vs 40 years), female gender (76 vs 63 %), interval from SSc diagnosis to AHSCT (21 vs 26 months), modified Rodnan’s skin score at mobilization (25 vs 22) and for the number of infused CD34+ cells/µl (4.1 vs 4.7). Presence of Raynaud’s phenomenon before SSc diagnosis (92% vs 74%, p=0.005) and of heart involvement before mobilization (29% vs 13%, p=0.03) were more frequent in pts receiving CD34+ versus non selected grafts. With a median follow-up of 39 (1-161) months after AHSCT, the 5 year Progression Free Survival (PFS) and Overall Survival (OS) were 59 (49-69) and 81 (73-89) months for the whole study group. Two year PFS and OS were respectively 68% [95% CI: 60-76] and 86% [80-92]. Non Relapse Mortality (NMR) was 3.9% at day 100 and 5.5% at 2 years. There was no significant difference between between pts receiving CD34+ and non selected grafts in terms of 100 d Non Relapse Mortality (NMR) (3% vs 4%), 2 year OS (80% vs 85%), PFS (54% vs 67%) and overall NRM (5% vs 6%). By multivariate analysis, OS was lower in the presence of SSc heart involvement before mobilization (HR: 6.36; p=0.0002) and relapse/progression increased in presence of SSc gastrointestinal involvement (HR: 2.39; p=0.02) before mobilization . Conclusion This ADWP EBMT retrospective study demonstrates that ex vivo CD34+ selection of the graft does not add benefit to the OS, PFS and NRM in SSc pts after AHSCT. It also shows that SSc heart involvement at baseline decreases overall survival and that gastrointestinal involvement contributes to disease progression after AHSCT. Further prospective randomized trials, under controlled and more homogeneous conditions, are warranted to confirm these findings. Disclosures No relevant conflicts of interest to declare.



2012 ◽  
Vol 2012 ◽  
pp. 1-16 ◽  
Author(s):  
Karen J. Sherman

Little guidance is available to assist researchers in developing treatment protocols for research on yoga for health concerns. Because yoga is a complex multifactorial mind-body discipline historically developed for nonmedical purposes, numerous decisions must be made in order to thoughtfully develop such protocols. In this paper, a systematic approach is proposed to assist researchers in selecting an intervention that is appropriate for the condition under consideration and explicitly developed. Researchers need to consider the type or “style” of yoga, the components to include (e.g., breathing exercises, postures) as well as the specific protocol for each component, the dose to be delivered (frequency, duration of practice, and the total duration of practice), and issues related to selection of instructors and monitoring the fidelity to the intervention. Each of these domains and the key issues for the development of protocols is discussed. Finally, some areas for further research related to protocol development are recommended.



2018 ◽  
Vol 17 (2) ◽  
pp. 101-124
Author(s):  
I. M. Miklashevich ◽  
М. A. Shkolnikova ◽  
S. V. Gorbachevsky ◽  
A. A. Shmalts ◽  
О. S. Groznova ◽  
...  

Pulmonary hypertension (PH) in pediatrics is a polygenic multifactorial condition with extremely adverse prognosis. Selection of optimal management is a severe task. In absence of treatment the mean life duration in children is not higher one year. Last two decades, revolution in approaches to treatment improved the survival of this patients group. Recently, pediatricians and pediatric cardiologists have three drugs groups that act on the main pathogenetic chains of PH: endothelin pathway, nitric oxide pathway and prostacyclin pathway. At the moment, approaches to pediatric PH are based on the data obtained in the trials on adult patients. However, not long ago there were first randomized trials on children performed. The group of authors of current article presents a modern view on the problem of PH in children, and expert recommendations on children management. Class of recommendations and evidence level were set by the data obtained in pediatric population or on adult population with at least 10% of children included. To the strategy, developed by the Russian clinicians, laid the analysis of experience of the pathology treatment in Russian Federation, as the current practics and clinical guidelines on pediatric PH in Europe, and the recent trials published.



2014 ◽  
Vol 2014 ◽  
pp. 1-11 ◽  
Author(s):  
Vishakha Grover ◽  
Anoop Kapoor ◽  
Ranjan Malhotra ◽  
Gagandeep Kaur

New approaches to periodontal diagnosis, including advanced microbiologic, biochemical, and genetic tests, have been shown to provide the clinician with the information not available by traditional means. The purpose of a diagnostic test is to confirm, exclude, classify, or monitor disease to guide treatment. Their clinical value depends on whether the information they provide leads to improved patient outcomes. This can be assessed by randomized trials, which compare patient outcomes from the new diagnostic test versus the old test strategy. Being nonmandatory for marketing approval, such trials are not always feasible because of large sample sizes requirements. So, many diagnostic tests enter the practice without being critically analysed for any additional benefits. Effective diagnosis is just as essential as the selection of effective treatments for the success of periodontal therapy. So, the current paper aims to focus on the practical utility of this rapidly emerging plethora of periodontal diagnostic tools, emphasizing the critical issues surrounding the clinical application of microbiologic and biochemical investigations, employed for periodontal diagnosis.



2018 ◽  
Vol 20 (2) ◽  
pp. 149-160
Author(s):  
Alessandra A. Gorgulho ◽  
 Antonio A.F. De Salles

Radiosurgery is a relatively novel technique in the armamentarium of TN treatment. Since 50% of the patients eventually require a surgical procedure to alleviate pain, the appropriate selection of patients to the different surgical techniques is a question of utmost relevance. The systematic literature reviews and the largest peer reviewed publications on the surgical treatment series of refractory trigeminal neuralgia are discussed considering the pros and cons of each surgical technique. Protocol variations and results of modern peer reviewed radiosurgery series are presented with focus on radiation doses and targets, aiming to maximize the understanding of the technique. Further well designed randomized trials focusing on the determination of the ideal target and radiation dose can optimize radiosurgery results, aiming to achieve the level of the results obtained with microvascular decompression, currently considered the gold-standard method.  



2019 ◽  
Vol 42 ◽  
Author(s):  
Gian Domenico Iannetti ◽  
Giorgio Vallortigara

Abstract Some of the foundations of Heyes’ radical reasoning seem to be based on a fractional selection of available evidence. Using an ethological perspective, we argue against Heyes’ rapid dismissal of innate cognitive instincts. Heyes’ use of fMRI studies of literacy to claim that culture assembles pieces of mental technology seems an example of incorrect reverse inferences and overlap theories pervasive in cognitive neuroscience.



1975 ◽  
Vol 26 ◽  
pp. 395-407
Author(s):  
S. Henriksen

The first question to be answered, in seeking coordinate systems for geodynamics, is: what is geodynamics? The answer is, of course, that geodynamics is that part of geophysics which is concerned with movements of the Earth, as opposed to geostatics which is the physics of the stationary Earth. But as far as we know, there is no stationary Earth – epur sic monere. So geodynamics is actually coextensive with geophysics, and coordinate systems suitable for the one should be suitable for the other. At the present time, there are not many coordinate systems, if any, that can be identified with a static Earth. Certainly the only coordinate of aeronomic (atmospheric) interest is the height, and this is usually either as geodynamic height or as pressure. In oceanology, the most important coordinate is depth, and this, like heights in the atmosphere, is expressed as metric depth from mean sea level, as geodynamic depth, or as pressure. Only for the earth do we find “static” systems in use, ana even here there is real question as to whether the systems are dynamic or static. So it would seem that our answer to the question, of what kind, of coordinate systems are we seeking, must be that we are looking for the same systems as are used in geophysics, and these systems are dynamic in nature already – that is, their definition involvestime.



1978 ◽  
Vol 48 ◽  
pp. 515-521
Author(s):  
W. Nicholson

SummaryA routine has been developed for the processing of the 5820 plates of the survey. The plates are measured on the automatic measuring machine, GALAXY, and the measures are subsequently processed by computer, to edit and then refer them to the SAO catalogue. A start has been made on measuring the plates, but the final selection of stars to be made is still a matter for discussion.



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