cfDNA in Heart Transplantation: A Powerful...
Transcript of cfDNA in Heart Transplantation: A Powerful...
![Page 1: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/1.jpg)
cfDNA in Heart Transplantation:
A Powerful Biomarker
Kiran K. Khush, MD, MAS
Associate Professor of Medicine
Division of Cardiovascular Medicine
Stanford University School of Medicine
BANFF-SCT Joint Symposium
Barcelona, March 2017
![Page 2: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/2.jpg)
Lifelong Learning, Faculty of Medicine & Dentistry
Faculty / Presenter Disclosure
• Faculty: Kiran K. Khush, MD, MAS
• Relationships with commercial interests:
• Consulting Fees: CareDx, Inc.
![Page 3: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/3.jpg)
Lifelong Learning, Faculty of Medicine & Dentistry
Mitigating Potential Bias
• Only work that has been published and/or
discussed at scientific meetings will be presented.
![Page 4: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/4.jpg)
Cell free donor DNA as a marker of acute rejection
![Page 5: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/5.jpg)
Preliminary Results: Heart Transplant
Snyder, PNAS, 2011
0
1
2
3
4
5
0 5 10 15 20 25
Months Post-Transplant
% D
on
or D
NA
Acute
Rejection
*
**
**
![Page 6: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/6.jpg)
Heart transplant: prospective study design and numbers
Genome Transplant Dynamics Study
NIH 1RC4AI092673
![Page 7: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/7.jpg)
Dd-cfDNA in the absence of rejection
Elevated signal immediately post transplant followed by a quick decay
(decay time 2.4 days) to a low baseline levelDeVlamick, Science Translational Medicine (2014)
![Page 8: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/8.jpg)
Dd-cfDNA at the time of acute cellular rejection
DeVlamick, Science Translational Medicine (2014)
![Page 9: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/9.jpg)
Dd-cfDNA at the time of acute cellular and antibody-
mediated rejection
DeVlamick, Science Translational Medicine (2014)
![Page 10: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/10.jpg)
Dd-cfDNA in a case of graft loss and re-transplantation
DeVlamick, Science Translational Medicine (2014)
![Page 11: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/11.jpg)
Dd-cfDNA: analysis of diagnostic performance
DeVlamick, Science Translational Medicine (2014)
![Page 12: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/12.jpg)
Analysis of diagnostic performance
0 vs 3R
0 vs ≥ 2R
1R vs ≥ 2R
0 vs 1R
DeVlamick, Science Translational Medicine (2014)
![Page 13: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/13.jpg)
Early diagnosis and monitoring of therapeutic response
DeVlamick, Science Translational Medicine (2014)
![Page 14: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/14.jpg)
Replication/Reproducibility Studies
10 heart transplant patients
50 plasma samples (5 time points/patient)
NHLBI-LoTG Stanford
Perform cell-free DNA analysis Perform cell-free DNA analysis
Compare results
NHLBI - Genomic Research Alliance for Transplantation (GRAfT)
20122015
![Page 15: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/15.jpg)
Replication/Reproducibility Studies
Data from Sean Agbor-Enoh, NIH
![Page 16: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/16.jpg)
dd-cfDNA: A Rapidly Evolving Technology
Technology used in previous studies to measure SNP alleles: Shotgun sequencing methods (Stanford) (1)
Targeted amplification (Wisconsin, Chronix) (2)
Both requiring recipient AND donor genotypes
A new approach has been developed (CareDx, Inc: AlloSure™)
with targeted amplification of SNPs (n=266) that DOES NOT
require genotyping of the donor or recipient (3)
“One genome” informatics algorithm (4)
(1) Snyder et al., PNAS 108(15):6229, 2011
De Vlaminck et al., Sci Transl Med. 6(241):241, 2014
(2) Beck et al., Clin Chem 59:12, 2013
Hidestrand et al., JACC 63:1224, 2014
(3) Grskovic et al, Jol Mol Diagnostics, Nov 2016
(4) Sharon et al. Submitted for publication
![Page 17: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/17.jpg)
CARGO II: Retrospective Analysis of dd-cfDNA (AlloSure™) in acute
heart transplant rejection
CARGO II observational study:
Heart transplant recipients from 17 centers; 737 patients, 7977 samples
Clinical status, including endomyocardial biopsy grades (graded by four independent
pathologists) and blood were collected at routine surveillance visits for up to two years.
Rejection (R) cohort
-2/4 pathologists graded sample as
2R or 3R
N=58 patients
Selection for cfDNA Analysis
-blood drawn prior to biopsy
- at least one preceding sample
available
N=28 patients
Study of Treatment Effect
-3 visits per patient (two subsequent
to rejection within 60 days)
N=17 patients
Quiescent (Q) cohort
-4/4 pathologists graded sample as 0R
N=249 patients
Selection for cfDNA Analysis
- blood drawn prior to biopsy
- no rejection treatment
- steroid dose < 20 mg
- at least 2 preceding samples available
- patients matched with the R set for race,
age
N=26 patients
![Page 18: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/18.jpg)
Increased dd-cfDNA Levels Correlate with Acute Rejection in Heart
Transplant Recipients
% d
d-c
fDN
A
Crespo-Leiro, ISHLT 2015
|-------- P=0.017 --------|
Quiescent (0R) Rejection (2R or 3R)
![Page 19: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/19.jpg)
dd-cfDNA tends to increase within one month prior to acute
rejection
Days prior to rejection
Day of
rejection(n=18)
26 to 150 d(n=24)
1 to 25 d(n=9)
P=0.30
P=0.81P=0.57%
dd
-cfD
NA
![Page 20: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/20.jpg)
Rejection Treatment
dd-cfDNA Levels Decrease Following Rejection Treatment
= Rejection treatment
![Page 21: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/21.jpg)
Conclusions
• Donor-derived cell-free DNA is an informative pan-organ non-invasive marker of acute rejection after solid organ transplantation.
• Dd-cfDNA may enable clinicians to non-invasively distinguish acute rejection from other post-transplant complications
• Measurement of serial dd-cfDNA levels may permit earlier detection of acute rejection, before graft damage/dysfunction occurs.
• dd-cfDNA levels reliably fall after treatment of acute rejection
• Early measurements of dd-cfDNA may identify transplant recipients at risk of chronic graft injury
![Page 22: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/22.jpg)
The therapeutic window is narrow, and can vary between patients.
Sometimes rejection and infection can present in similar ways.
The challenge of post-transplant therapy
![Page 23: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/23.jpg)
Non-human DNA is also present in plasma
PLASMA
CELL-FREE DNA
BLOOD CELLS
PERIPHERAL BLOOD FROM
TRANSPLANT PATIENTS
DNA FROM THE PATIENT
DONOR DNA
NON-HUMAN DNA
MICROBES
VIRUSES
FUNGI
![Page 24: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/24.jpg)
Relative genomic abundance
The anelloviridae fraction is primarily composed of viruses from the alphatorque genus.
De Vlaminck, Cell, 2013
![Page 25: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/25.jpg)
Immunosuppressants and antivirals alter
structure of the virome
De Vlaminck, Cell, 2013
![Page 26: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/26.jpg)
Virome temporal dynamics
De Vlaminck, Cell, 2013
![Page 27: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/27.jpg)
Virome temporal dynamics
De Vlaminck, Cell, 2013
![Page 28: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/28.jpg)
Virome temporal dynamics
De Vlaminck, Cell, 2013
![Page 29: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/29.jpg)
Anellovirus load for
rejecting vs non-rejecting recipients
De Vlaminck, Cell, 2013
![Page 30: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/30.jpg)
Anellovirus load for rejecting vs non-
rejecting recipients
AUC = 0.72
Can anellovirus load be used as a marker
of a patient’s net state of immunosuppression?
De Vlaminck, Cell, 2013
![Page 31: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/31.jpg)
Correlation between shotgun sequencing
and clinical lab results
De Vlaminck, Cell, 2013
![Page 32: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/32.jpg)
Adenovirus Polyomavirus
Herpesviruses Microsporidia
Non-Biased Detection of Specific Pathogens
De Vlaminck, PNAS, 2015
![Page 33: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/33.jpg)
Conclusions• cfDNA sequencing can be used to study the microbiome,
and changes over time
• Structure of the virome is strongly affected by immune modulation and antivirals.
• The total viral load increases markedly at the onset of immunosuppressive therapy.
• Anellovirus load allows stratification of rejecting and non-rejecting recipients.
• Non-biased sequencing of the virome may enable diagnosis of infectious complications
![Page 34: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/34.jpg)
Future Directions
D-OAR: Prospective registry study of AlloSure™ assay to study test performance
• 23 heart transplant centers
• ~700 study subjects and ~2500 samples collected as of this week
• Transition from research-grade to clinical-grade testing will facilitate adoption for patient management
![Page 35: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/35.jpg)
Future Directions
Mitochondrial cfDNA as a marker of acute rejection after transplantation (DeVlamick, Cornell)
Other sample types
Fingerprick blood samples – point of care diagnostics
cfDNA in urine to monitor infections and rejection
Identifying the tissues of origin of cell-free DNA
Genome-wide methylation patternsK. Sun, D. Lo, PNAS, 2015
Patterns of nucleosome and transcription factor occupancyM. Snyder, J. Shendure, Cell, 2016
![Page 36: cfDNA in Heart Transplantation: A Powerful Biomarkersctransplant.org/sct2017/docs/presentations/2903/...A new approach has been developed (CareDx, Inc: AlloSure™) with targeted amplification](https://reader033.fdocuments.net/reader033/viewer/2022052103/603e6156a8283c6f5f0b5dec/html5/thumbnails/36.jpg)
Acknowledgments
Stanford
Stephen Quake, Thomas Snyder, Dan Bernstein, Helen Luikart,
Calvin Strehl, Garrett Cohen, Jennifer Wylie, Michelle Yu, Jennifer
Okamoto, Norma Neff, Lolita Penland, John Schroeder
GRAfT consortium at NIH
Hannah Valantine, Sean Agbor-Enoh
Cornell
Iwijn DeVlaminck
CareDx
Jim Yee, John Sninsky, Marica Grskovic, Robert Woodward, David
Hiller