Jagpreet Chhatwal PhD 12 Sumeyye Samur PhD 12 Brian Kues MS 3 Turgay Ayer PhD 3 Mark S Roberts MD MPP 3 Fasiha Kanwal MD MSHS 56 Chin Hur MD 12 ID: 551398
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Optimal Timing of Hepatitis C Treatment for Patients on the Liver Transplant Waiting List
Jagpreet Chhatwal
,
PhD,
1,2
Sumeyye Samur, PhD
1,2
Brian
Kues
, MS,
3
Turgay
Ayer, PhD,
3
Mark S. Roberts, MD, MPP,
3
Fasiha Kanwal, MD, MSHS,
5,6
Chin
Hur
, MD,
1,2
Drew MS Donnell,
3,4
Raymond T. Chung, MD
1,2
1
Massachusetts General Hospital, Boston,
MA,
2
Harvard
Medical School, Boston, MA
3
Department of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA
USA,
3
Department
of Health Policy and Management, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA,
USA,
4
Department
of Biostatistics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA,
USA,
5
Department
of Medicine, Baylor College of Medicine, Houston, TX
USA,
6
Houston
Veterans Affairs Health Services Research and Development Center of Excellence, Michael E.
DeBakey
Veterans Affairs Medical CenterSlide2
Consulting: Complete HEOR Solutions; Gilead; Merck & Co., Inc.
Grant/Research Support
: NIH/National Center for Advancing Translational Sciences
© 2016 AMERICAN ASSOCIATION FOR THE STUDY OF LIVER DISEASES WWW.AASLD.ORG
2
Jagpreet Chhatwal
I disclose the following financial relationship(s) with a commercial interest:Slide3
Benefits of Oral DAAs for Liver Transplant CandidatesT
he availability of oral DAAs has altered the treatment paradigm for both pre- and post-LT patients
Treatment is now feasible with high success
rates
I
mprovements
in MELD scoreReduced rate of HCV recurrence post LT and need for re-transplantationSVR fibrosis stabilization or regression and improved graft survival3Slide4
Treat HCV pre- or post-LT?
Pros of Pre-LT Treatment
Pre-LT treatment of HCV can improve patients’ MELD score and improve survival on the wait
list
Waiting until the LT
could
result in worsening of the underlying liver condition and increase the likelihood of mortality on the waiting list Cons of Pre-LT TreatmentPre-LT treatment could delay patients’ liver transplant by moving them further down the waiting listBy improving MELD score by a few points, some patients could also fall below the range for liver transplantation without obviating the need for liver transplant“MELD limbo” or “MELD purgatory” 4Slide5
Dilemma: Optimal Timing of HCV Treatment
5Slide6
ObjectiveTo identify LT-eligible patients with decompensated cirrhosis who will
benefit (and not benefit) from pre-LT treatment based on their MELD
scores
6Slide7
ApproachIdeally, a
randomized controlled trial could inform the optimal timing of HCV treatment
However, such a trial will be prohibitively large and time consumingIn such situations, mathematical modeling can inform optimal
strategies
We simulated a
virtual trial
comparing long-term outcomes of pre- versus post-LT HCV treatment with oral DAAs for patients having MELD scores between 10 and 40We developed a Markov-based microsimulation model that simulated the life course of patientsSIM-LT (Simulation of Liver Transplant Candidates)7Slide8
Pre-LT Disease progression
Efficacy of HCV Treatment
Changes in MELD Scores
Likelihood of Liver Transplant
SIM-LT Model
Post-LT Disease Progression
Quality of Life
HCV Treatment Pre- vs Post-LT
Life years for each MELD score
QALYs for each MELD score
Outcomes by UNOS region
1
-year and 5-year transplant survival (validation)
Changes in Transplant Waiting List
Outcomes
SIM-LT
(
S
imulation
of
Liver
T
ransplant
C
andidates
)
Patient demographics
5Slide9
Simulation of Timing of HCV Treatment
9
F3–F4
SVR
Liver-related Death
Graft Failure
Antiviral Treatment
Waiting List
Post-LT Treatment
No SVR
All-cause Death
Waiting List
INPUTS
OUTPUTS
Life years
QALYs
1-year & 5-year patient
survival
Patient characteristics
Mortality rates
Transition probabilities
Quality of
life
Treatment efficacy
HCV+
Validated with OPTN data
HCV-
Pre-LT Treatment
F0–F2
Liver Transplant
Slide10
Model InputsPatient characteristics
Decompensated cirrhosis having MELD scores in the range of 10–40
mean age: 50HCV genotypes 1 or 4
Treatment efficacy
SOLAR 1 and SOLAR 2 (sofosbuvir and ledipasvir)
Likelihood of liver transplant
Massie et al. 2011Considered reduced likelihood of LT due to loss of access to HCV+ donor organs10Massie AB, et al. MELD Exceptions and Rates of Waiting List Outcomes. Am J Transplant 2011;11:2362-2371.Slide11
Inputs: MELD Score Change
11
Gane et al., AASLD 2015 Abstract 1049
MELD score change on the LT waiting list
UNOS data
MELD score change after achieving SVR
SOLAR 1 and SOLAR 2Slide12
Model Results
12Slide13
Model Validation: Patient Survival13Slide14
Life Expectancy: Pre-LT vs Post-LT14Slide15
HCV Treatment Pre- OR Post-LT?15
Difference in life years if HCV is treated
pre
-LT versus
post
-LT
Pre-LT Treatment Improves Life ExpectancySlide16
HCV Treatment Pre- OR Post-LT?16
Difference in
QALYs
if HCV is treated
pre
-LT versus
post-LTPre-LT Treatment Improves QALYs Slide17
Variations in Results by UNOS Regions:UNOS Region 3
17
Pre-LT Treatment Improves Life ExpectancySlide18
HCV Treatment Pre- OR Post-LT?UNOS Region 9
18
Pre-LT Treatment Improves
Life ExpectancySlide19
Comparison by UNOS Region19Slide20
LimitationsWhile the guidance offered by this model is useful,
recommendations may still need to be individualized for special situationsFor example, our
results may not apply where patients’ urgency for LT is not determined by MELD score Our analysis did not consider patients with HCC
We did
not explicitly model Child
Turcotte
-Pugh class in our analysisWe did not model patient dropout from the waiting list resulting from MELD improvement20Slide21
ConclusionsWe conducted a comprehensive analysis of the tradeoffs of HCV treatment pre- versus post- liver transplant
Optimal MELD score threshold
below which to treat HCV in patients on the transplant waiting list is between MELD scores 23–27, depending on the UNOS
region
Our
results may help inform clinicians about the timing of HCV treatment in liver transplant
candidates 21Slide22
Optimal Timing of Hepatitis C Treatment for Patients on the Liver Transplant Waiting List
Jagpreet Chhatwal
,
PhD,
1,2
Sumeyye Samur, PhD
1,2 Brian Kues, MS,3 Turgay Ayer, PhD,3 Mark S. Roberts, MD, MPP,3 Fasiha Kanwal, MD, MSHS,5,6 Chin Hur, MD,1,2 Drew MS Donnell,3,4 Raymond T. Chung, MD1,2 1Massachusetts General Hospital, Boston, MA, 2Harvard Medical School, Boston, MA3Department of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA USA, 3Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA, 4Department of Biostatistics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA, 5Department of Medicine, Baylor College of Medicine, Houston, TX USA, 6Houston Veterans Affairs Health Services Research and Development Center of Excellence, Michael E. DeBakey Veterans Affairs Medical Center