Literature DB >> 23171211

Prior elicitation and Bayesian analysis of the Steroids for Corneal Ulcers Trial.

Craig W See1, Muthiah Srinivasan, Somu Saravanan, Catherine E Oldenburg, Elizabeth J Esterberg, Kathryn J Ray, Tanya S Glaser, Elmer Y Tu, Michael E Zegans, Stephen D McLeod, Nisha R Acharya, Thomas M Lietman.   

Abstract

PURPOSE: To elicit expert opinion on the use of adjunctive corticosteroid therapy in bacterial corneal ulcers. To perform a Bayesian analysis of the Steroids for Corneal Ulcers Trial (SCUT), using expert opinion as a prior probability.
METHODS: The SCUT was a placebo-controlled trial assessing visual outcomes in patients receiving topical corticosteroids or placebo as adjunctive therapy for bacterial keratitis. Questionnaires were conducted at scientific meetings in India and North America to gauge expert consensus on the perceived benefit of corticosteroids as adjunct treatment. Bayesian analysis, using the questionnaire data as a prior probability and the primary outcome of SCUT as a likelihood, was performed. For comparison, an additional Bayesian analysis was performed using the results of the SCUT pilot study as a prior distribution.
RESULTS: Indian respondents believed there to be a 1.21 Snellen line improvement, and North American respondents believed there to be a 1.24 line improvement with corticosteroid therapy. The SCUT primary outcome found a non-significant 0.09 Snellen line benefit with corticosteroid treatment. The results of the Bayesian analysis estimated a slightly greater benefit than did the SCUT primary analysis (0.19 lines verses 0.09 lines).
CONCLUSION: Indian and North American experts had similar expectations on the effectiveness of corticosteroids in bacterial corneal ulcers; that corticosteroids would markedly improve visual outcomes. Bayesian analysis produced results very similar to those produced by the SCUT primary analysis. The similarity in result is likely due to the large sample size of SCUT and helps validate the results of SCUT.

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Year:  2012        PMID: 23171211      PMCID: PMC3830548          DOI: 10.3109/09286586.2012.735332

Source DB:  PubMed          Journal:  Ophthalmic Epidemiol        ISSN: 0928-6586            Impact factor:   1.648


  13 in total

Review 1.  Bayesian methods in health technology assessment: a review.

Authors:  D J Spiegelhalter; J P Myles; D R Jones; K R Abrams
Journal:  Health Technol Assess       Date:  2000       Impact factor: 4.014

2.  Rationale for adjunctive topical corticosteroids in bacterial keratitis.

Authors:  Holly B Hindman; Sheel B Patel; Albert S Jun
Journal:  Arch Ophthalmol       Date:  2009-01

3.  The case against the use of steroids in the treatment of bacterial keratitis.

Authors:  Elisabeth J Cohen
Journal:  Arch Ophthalmol       Date:  2009-01

4.  A practical approach for eliciting expert prior beliefs about cancer survival in phase III randomized trial.

Authors:  Anne Hiance; Sylvie Chevret; Vincent Lévy
Journal:  J Clin Epidemiol       Date:  2008-11-17       Impact factor: 6.437

Review 5.  Methods to elicit beliefs for Bayesian priors: a systematic review.

Authors:  Sindhu R Johnson; George A Tomlinson; Gillian A Hawker; John T Granton; Brian M Feldman
Journal:  J Clin Epidemiol       Date:  2009-08-27       Impact factor: 6.437

6.  The CHART trials: Bayesian design and monitoring in practice. CHART Steering Committee.

Authors:  M K Parmar; D J Spiegelhalter; L S Freedman
Journal:  Stat Med       Date:  1994 Jul 15-30       Impact factor: 2.373

Review 7.  Indecision about corticosteroids for bacterial keratitis: an evidence-based update.

Authors:  Kirk R Wilhelmus
Journal:  Ophthalmology       Date:  2002-05       Impact factor: 12.079

8.  Topical steroids in the treatment of central and paracentral corneal ulcers.

Authors:  T R Carmichael; Y Gelfand; N H Welsh
Journal:  Br J Ophthalmol       Date:  1990-09       Impact factor: 4.638

9.  Practice patterns and opinions in the treatment of acanthamoeba keratitis.

Authors:  Catherine E Oldenburg; Nisha R Acharya; Elmer Y Tu; Michael E Zegans; Mark J Mannis; Bruce D Gaynor; John P Whitcher; Thomas M Lietman; Jeremy D Keenan
Journal:  Cornea       Date:  2011-12       Impact factor: 2.651

Review 10.  Corneal blindness: a global perspective.

Authors:  J P Whitcher; M Srinivasan; M P Upadhyay
Journal:  Bull World Health Organ       Date:  2003-07-07       Impact factor: 9.408

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  6 in total

1.  A Bayesian Analysis of a Randomized Clinical Trial Comparing Antimetabolite Therapies for Non-Infectious Uveitis.

Authors:  Erica N Browne; Sivakumar R Rathinam; Anuradha Kanakath; Radhika Thundikandy; Manohar Babu; Thomas M Lietman; Nisha R Acharya
Journal:  Ophthalmic Epidemiol       Date:  2016-12-16       Impact factor: 1.648

Review 2.  Topical corticosteroids as adjunctive therapy for bacterial keratitis.

Authors:  Samantha Herretes; Xue Wang; Johann M G Reyes
Journal:  Cochrane Database Syst Rev       Date:  2014-10-16

3.  Expert prior elicitation and Bayesian analysis of the Mycotic Ulcer Treatment Trial I.

Authors:  Catherine Q Sun; N Venkatesh Prajna; Tiruvengada Krishnan; Jeena Mascarenhas; Revathi Rajaraman; Muthiah Srinivasan; Anita Raghavan; Kieran S O'Brien; Kathryn J Ray; Stephen D McLeod; Travis C Porco; Nisha R Acharya; Thomas M Lietman
Journal:  Invest Ophthalmol Vis Sci       Date:  2013-06-14       Impact factor: 4.799

Review 4.  Role of steroids in the treatment of bacterial keratitis.

Authors:  Sotiria Palioura; Christopher R Henry; Guillermo Amescua; Eduardo C Alfonso
Journal:  Clin Ophthalmol       Date:  2016-01-27

Review 5.  Prior Elicitation for Use in Clinical Trial Design and Analysis: A Literature Review.

Authors:  Danila Azzolina; Paola Berchialla; Dario Gregori; Ileana Baldi
Journal:  Int J Environ Res Public Health       Date:  2021-02-13       Impact factor: 3.390

6.  Remote, real-time expert elicitation to determine the prior probability distribution for Bayesian sample size determination in international randomised controlled trials: Bronchiolitis in Infants Placebo Versus Epinephrine and Dexamethasone (BIPED) study.

Authors:  Jingxian Lan; Amy C Plint; Stuart R Dalziel; Terry P Klassen; Martin Offringa; Anna Heath
Journal:  Trials       Date:  2022-04-11       Impact factor: 2.279

  6 in total

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