DEFINING THE REFERENCE STANDARD FOR BIOMARKERS IN NASH: HISTOLOGY VERSUS CLINICAL OUTCOMES
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1 DEFINING THE REFERENCE STANDARD FOR BIOMARKERS IN NASH: HISTOLOGY VERSUS CLINICAL OUTCOMES Kathleen M Donohue MD, MSc Clinical Team Lead Liver & Inborn Errors Division of Gastroenterology & Inborn Errors Products FDA 1
2 Disclaimers Views expressed in this presentation are those of the speaker and do not necessarily represent an FDA official position I do not have any financial disclosures regarding pharmaceutical drug products 2
3 NASH reference standard? Accelerated Approval: Histology Resolution of steatohepatitis AND no worsening of liver fibrosis Improvement in liver fibrosis AND no worsening of steatohepatitis Both resolution of steatohepatitis and improvement in fibrosis Full Clinical Approval: Clinical Outcomes Progression to cirrhosis on histopathology Hepatic decompensation events MELD from 12 to > 15 Transplant All-cause mortality 3
4 Histology Standard N A S H DRUG HISTOLOGY CIRRHOSIS DECOMPENSATION TRANSPLANT MORTALITY Evaluation of Biomarkers and Surrogate Endpoints in Chronic Disease, IOM,
5 Histology Standard DRUG N A S H NEW BIOMARKER HISTOLOGY CIRRHOSIS DECOMPENSATION TRANSPLANT MORTALITY Evaluation of Biomarkers and Surrogate Endpoints in Chronic Disease, IOM,
6 Histology Standard N A S H NEW BIOMARKER Novel Pathway HISTOLOGY Fibrosis CIRRHOSIS DECOMPENSATION TRANSPLANT MORTALITY Inflammation DRUG Adapted from Fleming et al. Annals of Internal Medicine 1996 CGD Study Group NEJM
7 Histology Standard Novel Pathway N A S H NEW BIOMARKER HISTOLOGY Fibrosis CIRRHOSIS DECOMPENSATION TRANSPLANT MORTALITY Inflammation DRUG 7
8 Histology Standard DRUG Novel Pathway N A S H NEW BIOMARKER HISTOLOGY Fibrosis CIRRHOSIS DECOMPENSATION TRANSPLANT MORTALITY Inflammation 8
9 Benchmarking to histology DRUG Off Target Effects N A S H NEW BIOMARKER HISTOLOGY Fibrosis CIRRHOSIS DECOMPENSATION TRANSPLANT MORTALITY Inflammation 9
10 NASH reference standard? Accelerated Approval: Histology Resolution of steatohepatitis AND no worsening of liver fibrosis Improvement in liver fibrosis AND no worsening of steatohepatitis Both resolution of steatohepatitis and improvement in fibrosis Full Clinical Approval: Clinical Outcomes Progression to cirrhosis on histopathology Hepatic decompensation events MELD from 12 to > 15 Transplant All-cause mortality 10
11 Clinical outcome standard: Composite endpoint? 11
12 Composite Endpoints: Strengths statistical efficiency sample size, cost, time Avoids arbitrary choice among several important outcomes for same disease Kleist Applied Clinical Trials
13 Composite Endpoints: components Requirements clinically meaningful of similar importance to patients expected effects on each component are similar the clinically most important components should at least not be affected negatively Freemantle et al. JAMA 2003 Montori et. al BMJ
14 Composite Endpoints: Limitations Treatment effect often smallest on the most important outcome Inconsistent treatment effect on components e.g. chest pain, deaths Composite with nonfatal events (i.e. excluding death) is invalid censors worst outcome 14
15 Toward better biomarkers 15
16 FDA NASH Pipeline Pre-submission Meetings 8% 3% 8% 31% 32% 13% INDs Expedited Program Requests 6% initial Pediatric Study Plans 17% 36% Inter-Center Consultations 28% 10% 8% Biomarker Qualification Program EMA Collaborations
17 Reporting Biomarker Studies 17
18 QUADAS-2 18
19 QUADAS-2 Flow Diagram 19
20 Acknowledgements Slides from Erica Lyons & Stephanie Omokaro Lara Dimick-Santos Ruby Mehta Veronica Pei Suna Seo Frank Anania Roni Cherry-France Evangela Covert Anissa Davis-Williams Lisa Soule Dragos Roman Victor Crentsil Julie Beitz Mark Avigan John R. Senior 20
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