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Importancia del papel del patólogo en la validación de nuevos biomarcadores en cáncer: Ejemplos de éxito y retos futuros Federico Rojo IIS-Fundación Jiménez Díaz IMIM-Hospital del Mar

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Page 1: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Importancia del papel del patólogo en la validación de nuevos biomarcadores en

cáncer: Ejemplos de éxito y retos

futuros

Federico Rojo

IIS-Fundación Jiménez Díaz IMIM-Hospital del Mar

Page 2: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

All patients with same diagnosis

Biomarkers Used in Cancer Management: Questions to be addressed by Cancer Biomarkers

Adapted from McShane, LM. SABCS 2010

Page 3: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

All patients with same diagnosis

Biomarkers Used in Cancer Management

High risk of

disease recurrence

Low risk of

disease

recurrence

Prognostic

Benefit to specific

treatment

No benefit to

specific treatment

Predictive and Pharmacogenetic

Page 4: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Buyse M et al. Nature Rev 2010

Biomarkers Used in Cancer Management

Page 5: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Yap, TA. et al. Nat Rev Cancer 2010

Potential role for biomarker-based diagnostics

Page 6: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Old Nottingham series (1977-89)

Recent Nottingham series (1990-2002)

Histological grade: prognosis in breast cancer

Rakha, EA et al. Breast Can Res 2010

Page 7: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Biomarkers Used in Cancer Management

Biomarkers in cancer research, global.

Cancer Biomarkers Market Revenues

($bn), 2007-16

Cancer predictive biomarkers published

literature

Alymani, NA. et al. Eur J Can 2010

Page 8: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Biomarkers Used in Cancer Management

Page 9: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

McShane, LM. SABCS 2010

What is a clinically useful prognostic biomarker?

Correlation with outcome not necessary sufficient to impact clinical decisions

Does the biomarker provide information beyond standard prognostic factors?

Good prognosis group may

forego additional therapy

This prognostic information

is not helpful

Page 10: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

McShane, LM. SABCS 2010

What is a clinically useful predictive biomarker?

What is a treatment by marker interaction, and are they all created equal?

Qualitative interaction

New drug better for M+ (HR=0.44)

Control drug better for M- (HR=1.31)

Interaction = 0.44/1.31 = 0.33

Qualitative interaction

New drug better for M+ (HR=0.44)

Control drug better for M- (HR=0.76)

Interaction = 0.44/0.76 = 0.58

Page 11: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

McShane, LM. SABCS 2010

Biomarker study deficiencies: Convenience samples

• Retrospective collections

• Biased

• Heterogeneous patient

characteristics

• Heterogeneous or unknown

treatments and follow up care

• Insufficient sample size

• Uncertain specimen and

data quality

Page 12: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Diagnostics and biomarker development

AACR Cancer Progress Report, Clin Cancer Res 2012

Phillips, KA. Et al. Nat Rev Drug Discov 2006

Taube, SE. Et al. JNCI 2009

Page 13: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Diagnostics and biomarker development

•Biology well-understood •Plausible link to agent activity •Prevalence in target populations sufficient •Assessable on available specimens

•Specimens available and annotated •Clear specification of technical protocol •Defined assay validation criteria •Assessment of cost and feasibility in clinical setting •Potential impact on therapeutical market

•Reference lab •Biomarker-related data collection plan •Quality monitoring of biomarker assessment •Monitoring testing failures •Monitoring impact on therapeutical usage

Page 14: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

The genetic basis for cancer treatment decisions

Garraway, LA. J Clin Oncol 2012

Page 15: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Taube, SE et al, JNCI 2009

Drug and Biomarker Codevelopment: HER2 case study

Page 16: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Taube, SE et al, JNCI 2009

Drug and Biomarker Codevelopment: HER2 case study

Page 17: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Drug and Biomarker Codevelopment: EGFR case study

Page 18: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Drug and Biomarker Codevelopment: EGFR case study

Page 19: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Tuveson, DA et al. Cancer Cell 2003

Drug and Biomarker Codevelopment: BRAF case study

Page 20: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Drug and Biomarker Codevelopment: BRAF case study

Page 21: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Drug and Biomarker Codevelopment: BRAF case study

Page 22: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

A new paradigm in cancer management: massive

target profiling

Page 23: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Oncotype Dx Recurrence Score in ER+, N-, Tam+ patients

Lower likelihood of recurrence Greater magnitude of TAM benefit

Minimal, if any, chemotherapy benefit

Greater likelihood of recurrence Lower magnitude of TAM benefit Clear chemotherapy benefit

Page 24: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence
Page 25: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Molecular profiling in cancer

Page 26: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Parker, JS et al. J Clin Oncol 2009

N=761

N=761

Prediction Analysis of Microarray (PAM) 50 in breast cancer

Page 27: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Foundation Medicine: targetable molecular landscape in cancer

Page 28: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Foundation Medicine: targetable molecular landscape in cancer

Page 29: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Foundation Medicine: targetable molecular landscape in cancer

Page 30: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Foundation Medicine: targetable molecular landscape in cancer

Page 31: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Foundation Medicine: targetable molecular landscape in cancer

Page 32: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Foundation Medicine: targetable molecular landscape in cancer

Page 33: Importancia del papel del patólogo en la validación de ... · Diagnostics and biomarker development •Biology well-understood •Plausible link to agent activity •Prevalence

Mensajes finales

La nueva medicina personalizada requiere de los patólogos,

1. Un uso de biomarcadores (predictivos) (co-) validados

para la toma de decisiones terapéuticas

2. Conocimientos de las alteraciones moleculares propias de

las células tumorales

3. Asumir el reto de incorporar y conocer las nuevas

tecnologías en nuestra práctica