Skip to main content

Analysis of Cornea Transplant Tissue Rejection Delay in Mice Subjects

  • Conference paper
  • 731 Accesses

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3337))

Abstract

In this paper we present statistical analysis of cornea transplant tissue rejection delay in mice subjects resulting from using one of five types of immunosuppressive agents or placebo. The therapy included FK506 (tacrolimus), MMF (mycophenolate mofetil), AMG (aminoguanidine) and combinations FK506+AMG and FK506+MMF. Subjects were randomized to receiving one of the post-transplant regimens and were followed for up to two months until either rejection of the transplant tissue or censoring occurred. Due to complexity and personnel limitations the trial was performed in four stages using groups of either high risk or regular subjects. We used covariate-adjusted Gray’s time-varying coefficients model for analyzing the time to transplant tissue rejection. At several occasions the type of the outcome (failure or censoring) could not be unambiguously determined. Analyses resulting from the two extreme interpretations of the data are therefore presented, leading to consistent conclusions regarding the treatments efficacy.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Gray, R.J.: Flexible methods for analyzing survival data using splines, with applications to breast cancer prognosis. Journal of the American Statistical Asssociation 87, 942–951 (1992)

    Article  Google Scholar 

  2. Cox, D.R.: Regression models and life tables (with discussion). Journal of the Royal Statistical Society, Ser. B 34, 187–220 (1972)

    MATH  Google Scholar 

  3. Ihaka, R., Gentleman, R.: A language for data analysis and graphics. Journal of Computational and Graphical Statistics 5(3), 299–314 (1996)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Valenta, Z., Svozilkova, P., Filipec, M., Zvarova, J., Farghali, H. (2004). Analysis of Cornea Transplant Tissue Rejection Delay in Mice Subjects. In: Barreiro, J.M., Martín-Sánchez, F., Maojo, V., Sanz, F. (eds) Biological and Medical Data Analysis. ISBMDA 2004. Lecture Notes in Computer Science, vol 3337. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30547-7_30

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-30547-7_30

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23964-2

  • Online ISBN: 978-3-540-30547-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics