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Presented By
Alok Gupta
 Why molecular subtypes need need to be
characterized ?
 How is molecular characterization done ?
 What is the molecular classification ?
 Prognostic relevance of molecular classification ?
 Predictive relevance of molecular classification ?
 CHALLENGE- Despite surgery, cytotoxic
chemotherapy, hormonal therapy, and/or
regional radiotherapy, ~ 30% of patients will
eventually experience disease recurrence
 The biologic reasons for recurrence and
resistance to treatment are poorly understood
PREDICT CHANCES OF RELAPSE
 Histologic subtype
 Axillary lymph node status
 Tumor size
 Grade
 Age
 Comorbidities
IS THIS ENOUGH
IN 21ST
CENTURY??
 Historically, breast cancers were divided into
hormone receptor positive and negative
tumours.
 Up to half of all hormone receptor positive
breast cancers do not respond to endocrine
treatment at initial presentation (intrinsic
resistance) or there is inevitable development
of resistance over time (acquired resistance)
Osborne CK. Tamoxifen in the treatment of breast
cancer. N Engl J Med 1998; 339: 1609e18.
They characterized variation in gene
expression patterns in a set of 65
surgical specimens of human breast
tumours from 42 different individuals,
using complementary DNA microarrays
representing 8,102 human
genes.
1. The tumours show great variation in their patterns of gene expression.
2. This variation is multidimensional; that is, many different sets of genes
show mainly independent patterns of variation.
3. These patterns have a pervasive order reflecting relationships among
the genes, relationships among the tumours and connections between
specific genes and specific tumours.
Hierarchical cluster analysis using this ‘intrinsic gene
list’ revealed
(i) the division of the cluster dendrogram into
oestrogen receptor (ER)-positive and ER-negative
breast cancers.
(ii) the existence of four molecular subtypes of
breast cancer: luminal, normal breast-like, HER2 and
basal-like (Perou et al., 2000).
The same group demonstrated that the ER-positive
luminal group could be separated into at least 2
subgroups, luminal A and luminal B.
Different molecular subtypes were associated with distinct clinical
outcomes (Sorlie et al., 2001).
Prognostic relevance of molecular classification
 In the past decade, microarray-based gene
expression profiling has been extensively
applied to the study of breast cancer.
◦ Metastatic propensity (Wang et al., 2005; van’t Veer
et al., 2002; van de Vijver et al., 2002)
◦ To identify signatures associated with prognosis
(Sotiriou et al., 2006; Wang et al., 2005; van’t Veer
et al., 2002; van de Vijver et al., 2002)
◦ Response to therapy (Potti et al., 2006).
 Express ER
 Most common.
 Luminal A possess a higher expression of the
ER and oestrogen-associated genes ESR1,
GATA3 and FOXA1
 Do not express HER2/neu
 Ki-67 proliferation index- low
 Luminal A tumours are associated with a
better prognosis
 Express ER
 Variable HER2/neu expression
 Increased frequency of TP53 mutations
 Ki-67 proliferation index- high
 Luminal B tumours are associated with worse
prognosis compared to Luminal A
Oxford Journals Medicine
JNCI J Natl Cancer Inst
Volume 101, Issue 10,2009
Pp. 736-750.
 Hormone receptor (ER and PR) and HER2/neu
receptor negative
 Expression of genes associated with myoepithelial
cells: KRT5 (keratin 5), KRT17 (keratin 17), CNN1
(calponin 1), CAV1 (caveolin) and LAMB1 (laminin)
 Aggressive with a poorer disease-free and overall
survival than the other breast cancer subtypes
 Increased expression of genes located in the same
region on chromosome 17q: human epidermal
growth factor receptor 2, ERBB2, and growth factor
receptor bound protein 7, GRB7
 Associated with a high histological grade, low
expression of ER and PR
 Poor clinical outcome.
Goldhirsch et al. Ann Oncol June 2011. St Gallen 2011
 Identified by microarray-based gene
expression analysis and unbiased hierarchical
clustering
 Drawback: routine use of microarray analysis
or genome sequencing is still cost
prohibitive.
Evaluated the analytical validity,
clinical validity and clinical
utility of two approaches.
Weigel MT, Dowsett M. Endocrine Rel Cancer 2010
Goldhirsch et al. Ann Oncol June 2011. St Gallen 2011
clinicaloptions.com/oncology
Translational Research 2012
Growth factor self-sufficiency
Hanahan D, et al. Cell. 2000;100:57-70.
Cancer
Insensitivity to
anti-growth
signals
Evading apoptosis
Tissue invasion and
metastasis
Sustained angiogenesis
Limitless replication
potential
Hallmarks of Malignancy
clinicaloptions.com/oncology
Translational Research 2012
Growth factor self-sufficiency
Hanahan D, et al. Cell. 2000;100:57-70.
Cancer
Insensitivity to
antigrowth
signals
Evading apoptosis
Tissue invasion
and metastasis
Sustained angiogenesis
Limitless replication
potential
Trastuzumab, aromatase inhibitors, tamoxifen
Taxanes
Trastuzumab
Standard Adjuvant Therapy in Breast
Cancer
clinicaloptions.com/oncology
Translational Research 2012
Growth factor self-sufficiency
Cancer
Insensitivity to
antigrowth
signalsEvading apoptosis
Tissue invasion
and metastasis
Sustained angiogenesis
Limitless replication
potential
Src inhibitors, PI3K/Akt inhibitors
T-DM1, lapatinib
Denosumab
Anti-integrin therapies
ASA
Telomerase inhibitors
PARP inhibitors
Rb inhibitors
Dichloroacetate
Ramucirumab
Bevacizumab
Physical exercise
Metformin
Everolimus
Entinostat
Predictions for Adjuvant Therapy in future
clinicaloptions.com/oncology
Translational Research 2012
July 1, 2031
Ultigenomics has determined your patient’s T2N1 primary breast cancer
has the following phenotype, and intervention is recommended:
 Tumor
– PI3K-activating mutation:
PiKtrimicin
– HER2 pathway activation:
T-DM1
– Telomerase activation:
Tipglu
This will reduce your pt’s estimated 10-yr risk of recurrence from 63% to 4%
 Stroma
– VEGFR pathway activation:
ramucirumab
– Bone tropism: denosumab
Molecular subtypes of breast cancer

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Molecular subtypes of breast cancer

  • 2.  Why molecular subtypes need need to be characterized ?  How is molecular characterization done ?  What is the molecular classification ?  Prognostic relevance of molecular classification ?  Predictive relevance of molecular classification ?
  • 3.  CHALLENGE- Despite surgery, cytotoxic chemotherapy, hormonal therapy, and/or regional radiotherapy, ~ 30% of patients will eventually experience disease recurrence  The biologic reasons for recurrence and resistance to treatment are poorly understood PREDICT CHANCES OF RELAPSE
  • 4.  Histologic subtype  Axillary lymph node status  Tumor size  Grade  Age  Comorbidities
  • 5. IS THIS ENOUGH IN 21ST CENTURY??
  • 6.  Historically, breast cancers were divided into hormone receptor positive and negative tumours.  Up to half of all hormone receptor positive breast cancers do not respond to endocrine treatment at initial presentation (intrinsic resistance) or there is inevitable development of resistance over time (acquired resistance) Osborne CK. Tamoxifen in the treatment of breast cancer. N Engl J Med 1998; 339: 1609e18.
  • 7.
  • 8. They characterized variation in gene expression patterns in a set of 65 surgical specimens of human breast tumours from 42 different individuals, using complementary DNA microarrays representing 8,102 human genes. 1. The tumours show great variation in their patterns of gene expression. 2. This variation is multidimensional; that is, many different sets of genes show mainly independent patterns of variation. 3. These patterns have a pervasive order reflecting relationships among the genes, relationships among the tumours and connections between specific genes and specific tumours.
  • 9.
  • 10. Hierarchical cluster analysis using this ‘intrinsic gene list’ revealed (i) the division of the cluster dendrogram into oestrogen receptor (ER)-positive and ER-negative breast cancers. (ii) the existence of four molecular subtypes of breast cancer: luminal, normal breast-like, HER2 and basal-like (Perou et al., 2000).
  • 11. The same group demonstrated that the ER-positive luminal group could be separated into at least 2 subgroups, luminal A and luminal B.
  • 12. Different molecular subtypes were associated with distinct clinical outcomes (Sorlie et al., 2001). Prognostic relevance of molecular classification
  • 13.
  • 14.
  • 15.  In the past decade, microarray-based gene expression profiling has been extensively applied to the study of breast cancer. ◦ Metastatic propensity (Wang et al., 2005; van’t Veer et al., 2002; van de Vijver et al., 2002) ◦ To identify signatures associated with prognosis (Sotiriou et al., 2006; Wang et al., 2005; van’t Veer et al., 2002; van de Vijver et al., 2002) ◦ Response to therapy (Potti et al., 2006).
  • 16.  Express ER  Most common.  Luminal A possess a higher expression of the ER and oestrogen-associated genes ESR1, GATA3 and FOXA1  Do not express HER2/neu  Ki-67 proliferation index- low  Luminal A tumours are associated with a better prognosis
  • 17.  Express ER  Variable HER2/neu expression  Increased frequency of TP53 mutations  Ki-67 proliferation index- high  Luminal B tumours are associated with worse prognosis compared to Luminal A
  • 18. Oxford Journals Medicine JNCI J Natl Cancer Inst Volume 101, Issue 10,2009 Pp. 736-750.
  • 19.  Hormone receptor (ER and PR) and HER2/neu receptor negative  Expression of genes associated with myoepithelial cells: KRT5 (keratin 5), KRT17 (keratin 17), CNN1 (calponin 1), CAV1 (caveolin) and LAMB1 (laminin)  Aggressive with a poorer disease-free and overall survival than the other breast cancer subtypes
  • 20.
  • 21.  Increased expression of genes located in the same region on chromosome 17q: human epidermal growth factor receptor 2, ERBB2, and growth factor receptor bound protein 7, GRB7  Associated with a high histological grade, low expression of ER and PR  Poor clinical outcome.
  • 22. Goldhirsch et al. Ann Oncol June 2011. St Gallen 2011
  • 23.  Identified by microarray-based gene expression analysis and unbiased hierarchical clustering  Drawback: routine use of microarray analysis or genome sequencing is still cost prohibitive.
  • 24. Evaluated the analytical validity, clinical validity and clinical utility of two approaches.
  • 25. Weigel MT, Dowsett M. Endocrine Rel Cancer 2010
  • 26. Goldhirsch et al. Ann Oncol June 2011. St Gallen 2011
  • 27.
  • 28. clinicaloptions.com/oncology Translational Research 2012 Growth factor self-sufficiency Hanahan D, et al. Cell. 2000;100:57-70. Cancer Insensitivity to anti-growth signals Evading apoptosis Tissue invasion and metastasis Sustained angiogenesis Limitless replication potential Hallmarks of Malignancy
  • 29. clinicaloptions.com/oncology Translational Research 2012 Growth factor self-sufficiency Hanahan D, et al. Cell. 2000;100:57-70. Cancer Insensitivity to antigrowth signals Evading apoptosis Tissue invasion and metastasis Sustained angiogenesis Limitless replication potential Trastuzumab, aromatase inhibitors, tamoxifen Taxanes Trastuzumab Standard Adjuvant Therapy in Breast Cancer
  • 30. clinicaloptions.com/oncology Translational Research 2012 Growth factor self-sufficiency Cancer Insensitivity to antigrowth signalsEvading apoptosis Tissue invasion and metastasis Sustained angiogenesis Limitless replication potential Src inhibitors, PI3K/Akt inhibitors T-DM1, lapatinib Denosumab Anti-integrin therapies ASA Telomerase inhibitors PARP inhibitors Rb inhibitors Dichloroacetate Ramucirumab Bevacizumab Physical exercise Metformin Everolimus Entinostat Predictions for Adjuvant Therapy in future
  • 31. clinicaloptions.com/oncology Translational Research 2012 July 1, 2031 Ultigenomics has determined your patient’s T2N1 primary breast cancer has the following phenotype, and intervention is recommended:  Tumor – PI3K-activating mutation: PiKtrimicin – HER2 pathway activation: T-DM1 – Telomerase activation: Tipglu This will reduce your pt’s estimated 10-yr risk of recurrence from 63% to 4%  Stroma – VEGFR pathway activation: ramucirumab – Bone tropism: denosumab