Title: Chronic Allograft Nephropathy Grades in Sequential Protocol Biopsies
1Chronic Allograft Nephropathy Grades in
Sequential Protocol Biopsies
Patricia E. Birk, MD, FRCP(C)1 and Ian W.
Gibson, MBChB, MRCPath(UK)2 Departments of
1Pediatrics and 2Pathology University of Manitoba
Disclosures P. Birk Astellas (Investigator,
speaker), Wyeth (Investigator), Hoffman LaRoche
(Investigator)I. Gibson None
2Overview
- Review the Pediatric experience with protocol
biopsies for chronic allograft nephropathy (CAN)
surveillance. - Importance of protocol biopsies for pediatric
recipients - 2. Discuss the methodological problems
associated with the use of histological
end-points in clinical studies. - Limitations of Banff chronic interstitial (ci)
scores - 3. Develop research design strategies for
clinical trials using CAN as an end-point. - Computerized image analysis of routine
histological stains
3Overview
- Review the Pediatric experience with protocol
biopsies for chronic allograft nephropathy (CAN)
surveillance. - Importance of protocol biopsies for pediatric
recipients - 2. Discuss the methodological problems
associated with the use of histological
end-points in clinical studies. - Limitations of Banff chronic interstitial (ci)
scores - 3. Develop research design strategies for
clinical trials using CAN as an end-point. - Computerized image analysis of routine
histological stains
4Overview
- Review the Pediatric experience with protocol
biopsies for chronic allograft nephropathy (CAN)
surveillance. - Importance of protocol biopsies for pediatric
recipients - 2. Discuss the methodological problems
associated with the use of histological
end-points in clinical studies. - Limitations of Banff chronic interstitial (ci)
scores - 3. Develop research design strategies for
clinical trials using CAN as an end-point. - Computerized image analysis of routine
histological stains
5Rationale for CAN Surveillance in Pediatric Renal
Allograft Recipients
613 yr old female 5 yrs post-transplant Cr 78
?mol/L (0.9 mg/dl)
713 yr old female 5 yrs post-transplant Cr 78
?mol/L (0.9 mg/dl) Grade III CAN
818 yr old female 10 yrs post-transplant Cr 94
?mol/L (1.1 mg/dl)
918 yr old female 10 yrs post-transplant Cr 94
?mol/L (1.1 mg/dl) Grade II CAN with sclerosing
glomerulopathy
10Incidence and Progression of CAN(N21)
- 18/21 (86) pts
- gt Grade I CAN
- 13/21 (62) Grade I
- CAN
- 5/21 (24) Grade II
- CAN
Birk and Gibson, Pediatr Transplantation, 2004
11CAN Function vs. Histology (CAN vs. No CAN,
pNS)
Birk and Gibson, Pediatr Transplantation, 2004
12Banff Chronic Pathological ScoringMethodological
Issues
13Limitations of Banff ci Scoring
- Nonlinear increases
- Reported as ranges
- Large ranges mask incremental (and potentially
clinically significant) increases in interstitial
fibrosis
14ci00-5
ci226-50
ci2 ? ci1 x2
ci16-25
ci3gt50
15Limitations of Banff ci Scoring
- Nonlinear increases
- eg. ci2 ? ci1 x2
- Reported as ranges
- What is a mean ci score?
- Large ranges mask incremental (and potentially
clinically significant) increases in interstitial
fibrosis
16ci00-5
ci226-50
11 Mean ci Score1.7 42
ci16-25
ci3gt50
17Limitations of Banff ci Scoring
- Nonlinear increases
- eg. ci2 ? ci1 x2
- Reported as ranges
- What is a mean ci score?
- Large ranges mask incremental (and potentially
clinically significant) increases in interstitial
fibrosis
18ci16-25
6 12 18
19Computerized Image Analysis of Renal Allograft
Biopsies
- Seron et al., 1993
- 43 biopsies in 43 patients
- Nicholson et al., 1996
- 107 biopsies in 130 patients
- Nicholson et al., 1999
- 156 biopsies in 52 patients
- Seron et al., 2001
- 107 biopsies in 40 patients
- Grimm et al., 2003
- 190 biopsies
- Pape et al., 2003
- 56 biopsies in 56 patients
- Diaz Encarnacion et al., 2004
- 49 biopsies
20Computerized Image Analysis of Massons Trichrome
Stain
21Aniline blue counterstain
22Allograft Interstitial Fibrosis A Surrogate
for CAN
- Well-visualized
- IF gtgtarterial intimal hyperplasia
- Associated with ? allograft function and survival
- Isoniemi et al., 1994
- Nickerson et al., 1998
- Moreso et al., 2001
- Nankivell et al., 2001, 2003, 2004
23Quantitative Image Analysis
Computerized Image Analysis
24Quantitative Image Analysis
Computerized Image Analysis
25Digitalized Image, ci2
26Digitalized Image, ci2
27Digitalized Image, ci2
Class 1 White (0-150 U) Class 2 Blue (151-170
U) Class 3 Purple, red (171-255 U)
28Hue Saturation Intensity (HSI) Analysis
Hue ? light Saturation Purity of
color Intensity Strength of signal
29Digitalized Image, ci2
30Segmentation Step
31Segmentation Step (IF26.75)
32Percentage of Interstitial Fibrosis
Class 2 Class 1 Class 2 Class 3
33Mean Area Percentage of Interstitial Fibrosis
(IF)
IF ?Area IF / Total Area??1 ?Area IF /
Total Area??2 ?3... n
34Statistical Analysis of Protocol Biopsy Data
- Protocol biopsies Repeated measurements ?
Autocorrelation - Must account for autocorrelation in statistical
analyses - eg. General estimating equations (GEE) modeling
- (Hanley et al., Am J Epidemiol, 2003)
35Mean Area Interstitial Fibrosis (IF) According
to Banff ci Scores in Pediatric Protocol Biopsies
(N105)
20.53 8.74
10.39 5.23
6.83 3.94
0-5
6-25
26-50
36Mean Area Interstitial Fibrosis (IF) According
to Banff ci Scores in Pediatric Protocol Biopsies
(N105)
20.53 8.74
10.39 5.23
6.83 3.94
0-5
6-25
26-50
37Relationship Between IF and Banff ci Scores
Using GEE Modeling (N105)
Birk, Gill and Gibson, CST, ATC, 2005
38Relationship Between IF and Banff ci Scores
Using GEE Modeling (N105)
Birk, Gill and Gibson, CST, ATC, 2005
39ci1 with Inflammatory Infiltrate, i3
40Segmentation Step (IF11.47)
41Relationship Between IF and Banff ci Scores
Using GEE Modeling (N105)
Birk, Gill and Gibson, CST, ATC, 2005
42Relationship Between IF and Estimated GFR in
Pediatric Protocol Biopsies Without AR (N83)
(plt0.004)
Birk, Gill and Gibson, CST, ATC, 2005
43Advantages of HSI Technology
- Applicability to routine histological stains
- Rapid (lt30 min/slide)
- Simple
- Technician-operated
- Requires basic knowledge of histology
- (Relatively) inexpensive
- Microscope with digital camera
- Desk-top computer
- Software
44Protocol Biopsies The Problem of Sampling Error
453 yrs post-transplant, Grade III CAN
5 yrs post-transplant, Grade II CAN
46CAN Grade Variability in Progressors (N13)
Birk and Gibson, CST, CSN, ATC, 2004
471 mo, ci1
12 mo, ci2
Progression
Regression
Regression
24 mo, ci1
3 mo, ci0
Progression
48CAN Grade Variability in a Pediatric Protocol
Biopsy Patient
2
1
0
Birk and Gibson, CST, CSN, ATC, 2004
49CAN Grade Variability in a Pediatric Protocol
Biopsy Patient
2
10
1
5
Interstitial Fibrosis
0
0
Birk and Gibson, CST, CSN, ATC, 2004
50Magnitude of Slope (IF) vs. DTPA GFR
Birk and Gibson, CST, CSN, ATC, 2004
51Summary
- HSI image analysis of trichrome stain can be used
to quantify renal allograft interstitial
fibrosis. - Objective
- Precise (unaffected by AR)
- Generates continuous variables for clinical
studies - HSI methodology is a valuable tool for the
evaluation of interstitial fibrosis progression
in longitudinal biopsies confounded by sampling
error.
52Summary
- HSI image analysis of trichrome stain can be used
to quantify renal allograft interstitial
fibrosis. - Objective
- Precise (unaffected by AR)
- Generates continuous variables for clinical
studies - HSI methodology is a valuable tool for the
evaluation of interstitial fibrosis progression
in longitudinal biopsies confounded by sampling
error.
53Iceberg Analogy of Renal Allograft Injury
Clinical AR ?Cr
Subclinical AR ? Cr
54Iceberg Analogy of Renal Allograft Injury
(Children)
Clinical AR/ Established CAN ?Cr
Subclinical AR/ Early CAN ? Cr
55Collaborators and Support
Pediatric Nephrology M. Ogborn T. Blydt-Hansen K.
Pederson Pathology J. Gartner I.
Gibson Research Laboratory H. Dostmohammed H.
Konrad E. Saftiuk
University of British Columbia J.
Gill Funding Canadian Institutes for Health
Research Kidney Foundation of Canada Manitoba
Institute of Child Health Astellas Pharma Canada
Inc.