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2. Study design. Purpose: investigate effects of device on endothelial cells through time.Endothelial cell counts
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1. 1 The OPHTEC ARTISANTM Myopia lens: endothelial cell counts Gerry Gray, Ph.D.
Cardiovascular and Ophthalmic Team Leader,
Division of Biostatistics
Office of Surveillance and Biometrics
Center for Devices and Radiological Health
February 5, 2004
2. 2 Study design Purpose: investigate effects of device on endothelial cells through time.
Endothelial cell counts & measurements
Specular microscope photographs
Multiple images per eye (fall 2000 & later)
Counts at: Baseline, 6 months, 1, 2, 3 years.
Due to large variability, images were re-read
662 eyes originally enrolled & counted
Variability was quite high
353 available photos from reliable machines were re-counted at one reading center
NO CONTROL GROUP AVAILABLE
3. 3 ECD recount eye accountability
4. 4 Available recount data
5. 5 Available recount data
6. 6 ECD results for all eyes and visits
7. 7 Mean cell counts for various cohorts
8. 8 Estimates of cell loss over duration of the study Baseline to 3 years: 4.75% - 5% loss
Using 107 BL:3yr patients, sponsor estimates 4.75% baseline to 3 year loss, 95% CI = [3.3%, 6.2%].
Summing sponsor’s % change by period: 5.05% baseline to 3 year loss, 95% CI = [3.1%, 7.0%]
Includes both initial operational loss (if any) and normal loss due to ageing.
9. 9 “Steady state” long term loss What is the long term rate of change in endothelial cell density that we can expect to see?
Estimate depends mostly on:
If we believe there is any initial operative loss
If we estimate using
Difference between baseline & 3 years, or
All visits (regression)
Cohort that is used for estimation
Whether we use all eyes, 2+FU, eyes w/all visits, etc.
10. 10 What are the “standards”? Want reasonable assurance that endothelial cell density is preserved.
Normal ageing about 0.6% per year
Consensus (?) points for concern:
1500 cells/mm^2, 800 cells/mm^2
ALL of the “standards” are written in terms of the upper confidence limit on the rate of loss.
FDA draft guidance (& Ophthalmic panel)
annual rate from 3 mo. – 3 yr., upper 90% CI 1.5%
ISO, ANSI (not standards for acceptable rate of loss)
calculate sample size using 2.0% upper 90% CI
11. 11 “Steady state” long term loss Percent change from baseline (NOT equivalent to steady state)
107 patients with baseline & 3 year counts
Annual loss: 1.59%, 95% CI [1.1%, 2.1%], 2.0% one-sided limit
57 patients with counts at all time points (“consistent cohort”)
Annual loss: 1.27%, 95% CI [0.4%, 2.1%], 2.0% one-sided limit
Regression-based analyses using all time points produce a loss of 1.7% -2.0% per year
Sponsor: 183 eyes w/ baseline count, including baseline, GEE
Annual loss: 1.72%, 95% CI [1.23%, 2.22%]
Alternate: 322 eyes w/2+FU, 6mo through 3yrs, not including baseline
Annual loss: 1.9%, 95% CI [1.5%, 2.3%]
Annual loss: 2.0%, 95% CI [1.6%, 2.5%] …depending on GEE model
Additional 4-year data on 27 patients: 1.63% loss between 3 and 4 years
12. 12 Test for change in slope For eyes with baseline measurements, virtually no change between baseline and 6 months
Piecewise linear model:
Baseline to 6 months, 6 months to 3 years
Various methods of testing do not show a significant change in slope
Data do not indicate any peri-operative period with increased rate of endothelial cell loss
Conflicts with expected outcomes in all guidance documents
13. 13 Long term loss Percent change from baseline is not equivalent to the “steady state” long term rate
Regression-based methods use intermediate time points and should generally be considered superior to simple differences between start & end times
Estimate depends somewhat on whether baseline count is included in regression
1.7% loss including baseline
1.9% - 2.0% not including baseline
Upper CI limits 2.2% - 2.5%
All regressions use GEE methods for within-patient correlation
14. 14 Results from three different fits
15. 15 Extrapolation from different fits
16. 16 Extrapolation caveats ALWAYS a questionable exercise to extrapolate beyond the range of available data, especially to the degree we want here.
Highly dependent on the model we use & the assumptions we make.
ALL of the previous extrapolations assume that loss will continue linearly.
Probably much more important to think about:
If it’s necessary to obtain good long-term data.
If so, how to go about it.
17. 17 How do individual patients fare? Perhaps more important than “average” cell loss through time.
What proportion of the patients will show cell loss greater than some critical amount?
What proportions of patients will have cell densities less than 1500, 800 cells/mm^2 in 10, 20, 30 years?
Difficult to answer this with any confidence
Extrapolation of percentiles
18. 18 Estimated outcomes for individual patients
19. 19 Summary of estimates from individual patient modeling
20. 20 Predictors of endothelial cell loss
21. 21 Question for panel Do the endothelial cell data presented provide reasonable assurance of safety of the Artisan myopia lens?
22. 22