Value, Limitations, and the Biomarker Qualification Program (BQP)

Value, Limitations, and the Biomarker Qualification Program (BQP)

Brief overview of biomarkers: value, limitations, and the Biomarker Qualification Program (BQP) Peter Stein, MD Deputy Director Office of New Drugs / CDER / FDA Disclaimers • Views expressed in this presentation are those of the speaker and do not necessarily represent an official FDA position • I do not have any financial disclosures regarding pharmaceutical drug products •2 Overview • Types of biomarkers – a brief review • Surrogate endpoints – value and limitations • Challenges of biomarker development 3 BEST Resource: Biomarkers, EndpointS, and Other Tools • A glossary of terminology and uses of biomarkers and endpoints in basic biomedical research, medical product development, and clinical care • Created by the NIH-FDA Biomarker Working Group • Publicly available at http://www.ncbi.nlm.nih.gov/books/NBK326791/ • BEST harmonizes terms and definitions and addresses nuances of usage and interpretation among various stakeholders, including: • Biomedical• Biomedical scientists scientists • Translational• Translational and and clinical clinical researchers • Medical• Medical product product developers developers • Patient/disease• Patient/disease advocacy advocacy groupsgroups • Government officials • Government• Clinicians officials • Clinicians 4 Biomarker: definition “A defined characteristic that is measured as an indicator of normal biological processes, pathogenic processes, or responses to an exposure or intervention, including therapeutic interventions. Molecular, histologic, radiographic, or physiologic characteristics are types of biomarkers.” 5 Why develop biomarkers? • High quality biomarkers can markedly accelerate and enable drug development in areas of unmet need • Biomarkers can improve trial efficiency and feasibility – Improve ease and accuracy of identifying patient population – Enrich the study population • Study population with more events – so detecting change in outcome with treatment becomes feasible • Study a more responsive study population to detect a drug effect – Improved monitoring • Enhanced patient safety – earlier detection of drug toxicity • Detect changes in patient status – Improve assessment of treatment response; predict clinical benefit • Address unmet medical needs, where progress is halted or delayed by lack of adequate drug development tools, including biomarkers 6 BEST (Biomarkers, EndpointS, and other Tools) Classification: Range of Biomarker Types • Susceptibility / risk biomarker • Diagnostic biomarker Measures of disease • Prognostic biomarker presence and status • Monitoring biomarker • Predictive biomarker • Pharmacodynamic/Response Measure aspects of response biomarker – including surrogate to treatment endpoints • Safety biomarker 7 Disease-Focused Biomarkers Non-disease population Susceptibility or risk predictor biomarkers Individuals at high risk of disease or pre-clinical disease population Diagnostic biomarker Diagnostic biomarker Patients with disease Diagnostic biomarker Disease Disease Subtype 1 Subtype 2 Disease-Focused Biomarkers Non-disease population Susceptibility or risk predictor biomarkers Individuals at high risk of disease or pre-clinical disease population Diagnostic biomarker Diagnostic biomarker Patients with disease Diagnostic biomarker Disease Disease Prognostic Subtype 1 Subtype 2 biomarker Prognostic biomarker Patients with disease at higher risk of disease-related outcome(s) Disease-Focused Biomarkers Non-disease population Susceptibility or risk predictor biomarkers Individuals at high risk of disease or pre-clinical disease population Diagnostic biomarker Diagnostic biomarker Patients with disease Diagnostic biomarker Disease Disease Prognostic Subtype 1 Subtype 2 biomarker Prognostic biomarker Patients with disease at higher risk of disease-related outcome(s) Diagnostic biomarker Disease-related outcome(s) Disease-Focused Biomarkers Non-disease population Susceptibility or risk predictor biomarkers Individuals at high risk of disease or pre-clinical disease population Diagnostic biomarker Diagnostic biomarker Patients with disease Diagnostic biomarker assess disease status Disease Disease Prognostic Subtype 1 Subtype 2 biomarker Prognostic biomarker Patients with disease at higher risk of disease-related outcome(s) Diagnostic biomarker Disease-related outcome(s) Monitoring biomarker: biomarker: Monitoring BEST (Biomarkers, EndpointS, and other Tools) Classification: Disease Focused Biomarkers Examples: • BMI or 2 hr post-meal glucose for diabetes risk • Susceptibility / risk • Apo E genotype risk for Alzheimer’s disease biomarker: Key uses: • Define population for more efficient prevention trials Examples: • Diagnostic biomarker: • Blood pressure in hypertension • FEV1 for COPD Key uses: • Define disease population for study Examples: • Monitoring biomarker: • HCV-RNA • PSA in prostate cancer Key uses: • Monitor patient status in trials Examples: • Gleason score in prostate cancer • Prognostic biomarker: • Total kidney volume in AD-PCKD Key uses: • Define higher risk disease population, enhancing trial efficiency 12 Treatment-Related Biomarkers Patients with disease Lower or Predictive biomarker non-responder population Responder or higher responder population Treatment-Related Biomarkers Patients with disease Lower or Predictive biomarker non-responder population Responder or higher responder population Phase 1, 2a (early stage biomarkers) Pharmacodynamic/ Target engagement Drug is hitting target Response Biomarkers biomarker Proof of Pharmacology Pharmacodynamic Relevant pathway is modulated Proof of Concept Drug Treatment biomarker Treatment-Related Biomarkers Patients with disease Lower or Predictive biomarker non-responder population Responder or higher responder population Phase 1, 2a (early stage biomarkers) Pharmacodynamic/ Target engagement Drug is hitting target Response Biomarkers biomarker Proof of Pharmacology Pharmacodynamic Relevant pathway is modulated Proof of Concept biomarker Phase 2b, 3 (later stage biomarkers) Reasonably likely Endpoint likely to predict surrogate endpoint outcome or clinical benefit (AA) Surrogate Endpoints Validated Endpoint predicting outcome or Drug Treatment surrogate endpoint clinical benefit (Full Approval) Intermediate Earlier change in definitive clinical endpoint endpoint (Accel Approval, AA) ► Disease morbidity / mortality (“survives”) Clinical ► Clinical benefit (“feels or functions”) Outcomes Treatment-Related Biomarkers Patients with disease Lower or Predictive biomarker non-responder population Responder or higher responder population Phase 1, 2a (early stage biomarkers) Pharmacodynamic/ related toxicity related Response Biomarkers - Target engagement Drug is hitting target biomarker Proof of Pharmacology Pharmacodynamic Relevant pathway is modulated Proof of Concept biomarker Phase 2b, 3 (later stage biomarkers) Reasonably likely Endpoint likely to predict surrogate endpoint outcome or clinical benefit (AA) Surrogate Endpoints Validated Endpoint predicting outcome or Drug Treatment surrogate endpoint clinical benefit (Full Approval) Intermediate Earlier change in definitive clinical endpoint endpoint (accelerated approval) Safety biomarkers: assess treatment assess biomarkers: Safety ► Disease morbidity / mortality (“survives”) Clinical ► Clinical benefit (“feels or functions”) Outcomes BEST (Biomarkers, EndpointS, and other Tools) Classification: Treatment-focused biomarkers Examples: • Predictive • Cystic fibrosis genotypes response to ivacaftor • Microsatellite-high predicts response to pembrolizumab biomarker: Key uses: • Trial enrichment – improves efficiency, reduces sample size, increases response to treatment Examples: • Pharmacodynamic/ • Blood pressure in hypertension Response • FEV1 or 6 minute walk test • LDL-C biomarker: Key uses: • Demonstrating drug-target engagement, dose-ranging • Surrogate endpoints (validated or reasonably-likely) Examples: • Safety biomarker: • ALT, creatinine / eGFR • Urinary kidney injury biomarkers (KIM-1, etc.) Key uses: • Detecting / assessing drug toxicity 17 BEST (Biomarkers, EndpointS, and other Tools) Classification: Pharmacodynamic / Response BMs To support approval, FDA expects substantial evidence of effectiveness – that shows that a drug improves meaningful clinical outcomes: how a patient feels, functions, or survives • A validated surrogate endpoint: accepted by FDA that the effect on the biomarker predicts a specific clinical outcome. Validated endpoints have strong and diverse evidence supporting the relationship of the BM and the outcome • A “reasonably likely” surrogate endpoint: an endpoint supported by strong mechanistic and/or epidemiologic rationale such that an effect on the surrogate endpoint is expected to be correlated with a clinical benefit, but not yet reaching the standard for validation. 18 Types of Surrogate Endpoints Pathway or mediator Organ injury Clinical Causal Biomarker biomarker biomarker function Reflecting causal factor In pathway of disease: Reflecting organ Event or mediator of damage Sites of Injury injury functional loss • Genetic or genetic- related defective B C Organ 1 Clinical function (e.g., gene A Functional variant, decreased Measures enzyme level or D Organ 2 function) E • Environmental exposure (e.g., blood Organ 3 lead level, etc.) Tissue Organ • Microbiologic (e.g., injury BM Function BM HIV, HCV, bacterial culture, AFB smear) Clinical Events 19 The limitations of surrogate endpoints • Not a direct measure of how a patient feels, functions or survives • Intended to reflect and predict clinical

View Full Text

Details

  • File Type
    pdf
  • Upload Time
    -
  • Content Languages
    English
  • Upload User
    Anonymous/Not logged-in
  • File Pages
    33 Page
  • File Size
    -

Download

Channel Download Status
Express Download Enable

Copyright

We respect the copyrights and intellectual property rights of all users. All uploaded documents are either original works of the uploader or authorized works of the rightful owners.

  • Not to be reproduced or distributed without explicit permission.
  • Not used for commercial purposes outside of approved use cases.
  • Not used to infringe on the rights of the original creators.
  • If you believe any content infringes your copyright, please contact us immediately.

Support

For help with questions, suggestions, or problems, please contact us