Precision Medicine in Breast Cancer
Lee Kyoung Eun
Hematology-Oncology
Ewha Womans University Hospital
2017년 대한내과학회 혈액종양내과분과 춘계 연수강좌
Biomarker?
Observation
• Many genomic aberrations are across multiple cancers
Question
• Is presence of genomic
aberration more predictive of drug sensitivity than
histology of tumor?
Personalized medicine?
“a form of medicine that uses information about a person’s genes, proteins and environment
to prevent, diagnose and treat disease” by NCI
Personalized medicine?
“a form of medicine that uses information about a person’s genes, proteins and environment
to prevent, diagnose and treat disease”
Molecular Aberrations Defining Administration of Approved Targeted Agents in Different Solid Tumor Diagnoses
ASCO Education Book 2015
Today’s Talk EBC
• Is adjuvant chemotherapy fit for all patients?
• TAILORx, MINDACT
• New agent and pCR?
• I-SPY 2
ABC
• Targeting drug
• PIK3CA : FERGI, BELLE2, SAFIR01
• Drug resistance
• ESR1 : BOLERO2 sub-analysis
• DNA repair
• BRCA1/2 : prECOG0105
• Innovative clinical trial designs
Approaches of Next-Generation Sequencing
ASCO Education Book 2015
Molecular Profiling
Clarifying subtypes
Proc Natl Acad Sci U S A. 2001 Sep 11;98(19):10869-74. Annual Report on Cancer in the US:1975-2011
Molecular classification based on IHC : Daily Practice
Carey, L. A. et al. JAMA 2006;295:2492-2502; Lehmann BD et al. J Clin Invest 2011 121:2750
high Ki67/- low Ki67
Early Breast Cancer
Not all BC with similar clinical features have the same biologic behavior
• Possibility of
“overtreating” subsets who have truly localized disease CURED by
surgery
• Possibility of
“undertreating” subsets whose cancer is NOT
SENSITIVE to the delivered drug
Walgren et al. J Clin Oncol 23:7342-7349
Biomarkers in EBC?
• For women with early-stage breast cancer, with known ER, PR, HER2 status, are there additional biomarkers?
• Q: Who can be spared therapy? A: Prognostic markers needed
• Q: Which therapy will work best ? A: Predictive markers needed
Gyorffy et a. Breast Cancer Research (2015) 17:11
Multigene assays
Critical Reviews in Oncology/Hematology 91 (2014) 223–233
21-gene recurrence score
Oncotype DX
TM• HR(+), HER2(-), Node(-) breast cancer
• RT-PCR assay, 21 genes, paraffin-embedded tissue
• In NSABP B-14
• Predict the risk of distant relapse after 18 years for patients with Node(-) BC
• In NSABP B-20
• RS correlates with benefit from chemotherapy in ER(+) tumors
• In TransATAC
• For Node(+) & (-) group, independent predictor of distance recurrence
• Ongoing prospective trial
• Hormone Therapy With or Without Combination Chemotherapy in Treating Women Who Have Undergone Surgery for Node-Negative Breast Cancer (The TAILORx Trial)
Paik et al. N Engl J Med 2004;351:2817-26
Validated as quantifying the likelihood of distant recurrence in tamoxifen-treated, Node(-), ER(+) breast cancer
Category RS 10y risk (%)
Low RS<18 6.8
Intermediate 18≤ RS <31 14.3
High RS ≥ 31 30.5
21-gene recurrence score
Oncotype DX
TMPaik et al. N Engl J Med 2004;351:2817-26
Largest Benefits of Tamoxifen Observed in
Low and Intermediate Risk Groups (NSABP B-14)
Largest Benefits of Chemotherapy Observed
in High Risk Groups (NSABP B-20)
Trial Assigning IndividuaLized Options for Treatment
The TAILORx : 21-gene prospective trial
OncotypeDX
RS ≤ 10
Hormone Rx
RS > 25
Chemotherapy + Hormone Rx RS 11-25 : Randomize
Hormone Rx vs.
Chemotherapy + Hormone Rx
Node-negative, ER-positive Breast Cancer
15.9% 67.3% 16.9%
2006-2010 N=10,253
OncotypeDX
RS ≤ 10
Hormone Rx
RS > 25
Chemotherapy + Hormone Rx RS 11-25 : Randomize
Hormone Rx vs.
Chemotherapy + Hormone Rx
Node-negative, ER-positive Breast Cancer
Trial Assigning IndividuaLized Options for Treatment
The TAILORx : 21-gene prospective trial
OncotypeDX
RS ≤ 10
Hormone Rx
RS > 25
Chemotherapy + Hormone Rx RS 11-25 : Randomize
Hormone Rx vs.
Chemotherapy + Hormone Rx
Node-negative, ER-positive Breast Cancer
Trial Assigning IndividuaLized Options for Treatment
The TAILORx : 21-gene prospective trial
OncotypeDX
RS ≤ 10
Hormone Rx
RS > 25
Chemotherapy + Hormone Rx RS 11-25 : Randomize
Hormone Rx vs.
Chemotherapy + Hormone Rx
Node-negative, ER-positive Breast Cancer
Invasive DFS 99.3%
Freedom from
recurrence at 5y 98.7%
OS 98.0%
Sparano et al. N Engl J Med 2015;373:2005-14
Trial Assigning IndividuaLized Options for Treatment
The TAILORx : 21-gene prospective trial
Dowsett et al. J Clin Oncol 28:1829-1834
21-gene recurrence score
“How about in node-positive patients?”
• For prediction of risk
• Post-menopausal
• TransATAC
In Node + patients, withholding the chemotherapy is NOT recommended now
RxPONDER trial Node negative
Node positive
70-gene signature Mammaprint
®• FDA-approved for prognostication of patients with stage I, II node(-) BC with tumors <5cm
• Requires fresh or frozen samples (tumor cell content > 30%)
• Strong prognostic power
• Predicts the benefits of adding
chemotherapy to endocrine therapy in the poor prognosis group, N=541
Knauer M et al. Breast Cancer Res Treat (2010) 120:655–661
Low risk group High risk group
MINDACT trial
• Prospective,
Randomized, phase III, EBC
• From 2007 to 2011, N=6,693
• Clinical risk vs.
Genomic risk (Adjuant!
Online & MammaPrint)
N Engl J Med 2016;375:717-29
94.4%
95.9%
MINDACT trial
95.8%
95.0%
High clinical risk : 3356 pts
High clinical risk /low genomic risk : 1550 pts
So, 46.% of high clinical risk might not require chemotherapy
N Engl J Med 2016;375:717-29
I-SPY 2
Investigation of Serial Studies to Predict Your Therapeutic Response through Imaging and Molecular Analysis 2
• Multicenter, adaptive phase 2 trial for high-risk clinical stage II or III BC
• Neoadjuvant therapy
• Adjuvant
: large sample, many years, small improvements in outcome
• So, neoadjuvant!
• New approach to trial design
• Rather than fixed framework of statistical assumption(size, power)
• So, adaptive approach
• Basis of the Bayesian probability assumptions
• “graduated” to the next phase of investigation
• Faster and more flexible trial design
I-SPY 2
N Engl J Med 375;1
Clin Pharmacol Ther. 2009 Jul;86(1):97-100
HR HER2 MammaPrint score
Patient Stratification
Adaptive Randomization of Neratinib in EBC exclude HR+& low risk score
N Engl J Med 2016;375:11-22
N Engl J Med 2016;375:11-22
N Engl J Med 2016;375:11-22
Adaptive Randomization of
Veliparib–Carboplatin Treatment in BC
N Engl J Med 2016;375:23-34
N Engl J Med 2016;375:23-34
Advanced Breast Cancer
Targeting drug, overcoming the resistance
Potential applications of genomics for MBC
Application Technology Targets LoE
Drivers(DNA) NGS, if multiple genes validated ERBB2 amplification I PIK3CA mutation II AKT1 mutations III ERBB2 mutations III Drivers(RNA/proteins) Gene expression, phosphoprotein assays ER expression I
mTOR activation ND CDK4/6 activation ND Lethal subclone Ultra-deep sequencing, ctDNA ESR1 mutations III DNA repair Targeted sequencing, WES, SNP arrays BRCA1/2 mutations I/II
Immune system WES, RNA sequencing PD-L1 overexpression ND
Neoantigen
Oncogenic drivers
• Historic 2 drivers
• ER expression and ERBB2 amplification
• PIK3CA mutation
• 25% of BC
• Mainly with ER or HER2 expression
• mTOR inhibitor, AKT inhibitor, nonselective PI3K inhibitor, α-selective PI3K inhibitor
• But in BOLERO-2, no predictive for the efficacy
• FGFR1 amplification
• 10% of BC, mainly with ER expression
• Failed in phase 1 trial
• CCND1 amplification
• 15% of BC, failed
• ERBB2 mutation (activating mutation)
• Ongoing phase II with neratinib
Oncogenic drivers
• Historic 2 drivers
• ER expression and ERBB2 amplification
• PIK3CA mutation
• 25% of BC
• Mainly with ER or HER2 expression
• mTOR inhibitor, AKT inhibitor, nonselective PI3K inhibitor, α-selective PI3K inhibitor
• But in BOLERO-2, no predictive for the efficacy
• FGFR1 amplification
• 10% of BC, mainly with ER expression
• Failed in phase 1 trial
• CCND1 amplification
• 15% of BC, failed
• ERBB2 mutation (activating mutation)
• Ongoing phase II with neratinib
Arm N PFS(m)
FERGI Ful 231 5.1
Ph2 (2016) Ful+Pictilisib 243 6.6 HR 0.7 (95%CI, 0.52-1.06; p=0.096)
BELLE-2 Ful 571 5 Prior AI,
Ph3 (2016) Ful+Buparlisib 576 6.9 HR 0.78 (95%CI, 0.67-0.89;p<0.001)
PI3K inhibitors
• Pan class I inhibitors
• Buparlisib & pictilisib
• Alpha-specific inhibitors
• Alpelisib & taselisib
Krop I et al. Cancer Res 2015;75:S2-02, Baselga J et al. Cancer Res 2015;76 (4 suppl; abstr S6-01)
PI3K inhibitors : FERGI trial
• Pictilisib : oral inhibitor of multiple PI3K isoforms
• Two-part, randomised, double-blind, placebo-controlled, phase 2 study
• Post-menopausal, HR+/HER2-, endocrine resistant
• with PIK3CA mutation
• Fulvestrant +/- pictilisib (daily 340mg in part 1, 260mg in part 2)
Lancet Oncol 2016; 17: 811–21
PIK3CA mutation status does not predict benefit of the addition of pictilisib to fulvestrant
Intention-to-treat population PIK3CA-Mutant Population
PFS Based on Tumor PIK3CA Mutation Status
PI3K inhibitors : FERGI trial
Lancet Oncol 2016; 17: 811–21
PI3K inhibitors : BELLE-2 trial
CI, confidence interval; ctDNA, circulating tumor DNA; HR, hazard ratio; PFS, progression-free survival.
ctDNA PIK3CA Mutant n=200
Buparlisib + Fulvestrant
n=87
Placebo + Fulvestrant
n=113 Median PFS, months
(95% CI)
7.0 (5.0–10.0)
3.2 (2.0–5.1)
HR (95% CI) 0.56 (0.39–0.80)
One-sided nominal P val
ue <0.001
ctDNA PIK3CA Non-mutant n=387
Buparlisib + Fulvestrant
n=199
Placebo + Fulvestrant
n=188 Median PFS, months
(95% CI)
6.8 (4.7–8.5)
6.8 (4.7–8.6)
HR (95% CI) 1.05 (0.82–1.34)
One-sided nominal P value 0.642
Probability of Progression-free Survival, %
Time (Months) 100
60
0 80
40
20
0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 Buparlisib + fulvestrant (n/N
=124/199)
Placebo + fulvestrant (n/N=
126/188)
Probability of Progression-free Survival, %
Time (Months) 100
60
0 80
40
20
0 2 4 6 8 10 12 14 16 18 20 22 Buparlisib + fulvestrant (n/N=4 8/87)
Placebo + fulvestrant (n/N=90/
113)
Baselga J et al. S6-01 2016 SABCS
SAFIR01/UNICANCER
• Multicenter molecular screening, 2011.6-2012.7
• Metastatic breast cancer with accessible biopsy, France
• Comparative genomic hybridization(CGH) array and Sanger sequencing on
PIK3CA
(exon 10 and 21),AKT1
(exon 4)• Primary object
• 30% of patients in clinical trial setting with targeted agents
• 423 pts, CGH array(67%), Sanger sequencing(70%)
• 43 pts (9%) : received targeted therapy
Lancet Oncol 2014; 15: 267–74Lancet Oncol 2014; 15: 267–74
Distribution of targetable genomic alterations among screened patients
Lancet Oncol 2014; 15: 267–74Lancet Oncol 2014; 15: 267–74
25%
19%
13%
Rare(<5%), 39%
Genomic alteration and matched targeted therapies
• N= 43 pts
• 9% of objective response
• 21% of stable disease
• For more than 16 weeks
• SE related to biopsy (4 pts)
• Pneumothorax (1 pt)
• Pain (1 pt)
• Hematoma (1 pt)
• Hemorrhagic shock (1 pt)
Lancet Oncol 2014; 15: 267–74Lancet Oncol 2014; 15: 267–74
Activating HER2 mutations
in HER2 gene amplification(-) BC
HER2 mutation (7/13 activating mutation)
G309A, D769H, D769Y, V777L, P780ins, V842I, and R896C
Sensitive to the irreversible kinase inhibitor, neratinib
Ongoing phase2 neratinib in MBC
Cancer Discov. 2013 Feb 3(2): 224–237
Drug resistance – ESR1 mutation
• ESR1 : Encodes ER
• Less than 1% of EBC, but increasing to 10~30% of AI resistance tumors
• Hotspot mutation leading to ligand-independent activation of receptor
• Benefit from high dose fulvestrant?
BOLERO-2
: Everolimus in Postmenopausal Hormone- Receptor–Positive Advanced Breast CancerStratification : sensitivity to prior hormone therapy and presence of visceral metastasis Primary end point :PFS, secondary end point :OS, ORR, QOL, safety, bone marker, PK
Phase III N=724
-Postmenopausal, ER+
-Unresectable locally advanced or metastatic
-Recurrence or progression after letrozole or
anastrozole R 2:1
Baselga et al. N Engl J Med 2012;366:520-9
N=485
EVE 10mg daily +EXE 25mg daily
N=239
Placebo+EXE 25mg daily
Baselga et al. N Engl J Med 2012;366:520-9 Yardley et al. Adv Ther 2013 Oct;30(10):870-84.
BOLERO-2 : PFS (Final 18-month follow up)
A Secondary Analysis of the BOLERO-2 Clinical Trial
• Prevalence of
ESR1
Mutations in cfDNA and Outcomes in MBC• 2014.12-2015.8
• 74.7% cfDNA from baseline plasma samples of pts (available 541/724 pts)
• Objects : effect of ESR1 mutation on OS, PFS by treatment arm
• Methods : droplet digital PCR
JAMA Oncol. 2016;2(10):1310-1315.
A Secondary Analysis of the BOLERO-2
ESR1 Mutation Frequency
JAMA Oncol. 2016;2(10):1310-1315.
A Secondary Analysis of the BOLERO-2
OS according to ESR1 Mutation
32.1 m [95%CI, 28.1-36.4]
25.9 m [95%CI, 19.2-32.4]
19.9 m [95%CI, 13.0-29.3]
15.1 m [95%CI, 10.8-27.4]
JAMA Oncol. 2016;2(10):1310-1315.
A Secondary Analysis of the BOLERO-2
PFS by treatment & ESR1 Mutation
The D538G group (hazard ratio, 0.34 [95%CI, 0.02-0.57]) derived a similar PFS benefit as wild type from addition of everolimus to exemestane
JAMA Oncol. 2016;2(10):1310-1315
ESR1 mutations are rarely acquired during adjuvant AI, and frequently during metastatic AI therapy
• Multiplexed digital PCR assays for ESR1 mutations in ctDNA
• ESR1 mutations : shorter PFS on subsequent AI-based therapy (HR 3.1, 95%CI 1.9-23.1, p=0.0041)
• ESR1 mutation prevalence differed markedly between patients that were first exposed to AI during the adjuvant and metastatic settings (5.8% (3/52) vs 36.4% (16/44) respectively, p=0.0002).
Sci Transl Med. 2015 November 11; 7(313): 313ra182
Angelina Jolie Effect
• On Feb 16, 2013 Jolie underwent double mastectomy
• Family tree warranted genetic testing for
BRCA mutation
• Found out 87% of risk in developing cancer
• Mastectomy lowered this risk to under 5%
Combination of mutations in 2 or more genes leads to cell death
Mutation in a single gene does not Gene A Gene B Cell survival
– –
+ +
+ –
– +
Synthetic Lethality
Oral poly(ADP-ribose) polymerase inhibitor olaparib in patients with BRCA1 or BRCA2 mutations and advanced breast cancer
: a proof-of-concept trial
Tutt et al, Lancet 376(9737)July 2010, 235-244
• Confirmed BRCA1 or BRCA2 mutation
• Advanced refractory breast cancer
(stage IIIB, C/IV) after failure of ≥1 prior chemotherapy
Olaparib 400mg BID, 28-days cycle (N=27) Cohort 1 (enrolled first)
Olaparib 100mg BID, 28-days cycle (N=27)
Cohort 2
Multicenter, phase II, single arm, sequential trial First report of clinical trial targeting BRCA1/2 BC
Tutt et al, Lancet 376(9737)July 2010, 235-244
G3/4 AE, n(%) Olaparib 400mg BID
(n=27)
Olaparib 100mg BID
(n=27)
Fatigue 4 (15) 2 (7)
Nausea 5 (19) 0
Vomiting 3 (11) 0
Headache 0 1 (4)
Best % Change from Baseline
400mg
bid 100mg
bid
Olaparib was well tolerated in BRCA1/2 carriers with a similar side effect profile to experience in non-carriers.
Tutt et al, Lancet 376(9737)July 2010, 235-244
PrECOG 0105
• Phase II Study, neoadjuvant
• Gemcitabine, Carboplatin, Iniparib(5.6 mg/kg IV on days 1, 4, 8, and 11)
• In triple-Negative or BRCA1/2 Mutation
• Tumor-Based Measure of Genomic Instability
• pCR 36%
J Clin Oncol 33:1895-1901
Genotype-Driven Clinical Trials Principles
• Patients will be matched to the trials according to the
molecular profiling of the their disease as defined by the results of the tumor gene sequencing or other molecular technique
• Molecular aberrations in tumor are dictating sensitivity to targeted therapies
Examples of clinical trials designs
: based on molecular biomarker assessment
Hayes DF, et al., Trans Am ClinClimatolAssoc, 2015
Clinical Trials of Precision Medicine
• Longitudinal cohort studies with or without downstream trials
• Studies assessing the clinical utility of molecular profiling
• Master or umbrella trials
• Basket trials
• N-of-1 trials
• Adaptive design trials
• Window-of-Opportunity trial
Clinical Trials of Precision Medicine
• Longitudinal cohort studies with or without downstream trials
• Studies assessing the clinical utility of molecular profiling
• Master or umbrella trials
• Basket trials
• N-of-1 trials
• Adaptive design trials
• Window-of-Opportunity trial
The AURORA initiative for MBC
• Multinational, collaborative metastatic breast cancer molecular profiling programme by Breast International Group(BIG)
• Tissue from at least one metastatic lesion, either collected
prospectively or from archived samples up to 6 months old (FFPE and frozen tissue)
• Archived FFPE tissue from the primary tumor
• Whole blood samples
• Plasma samples
• Serum samples
British Journal of Cancer (2014) 111, 1881–1887
Clinical Trials of Precision Medicine
• Longitudinal cohort studies with or without downstream trials
• Studies assessing the clinical utility of molecular profiling
• Master or umbrella trials
• Basket trials
• N-of-1 trials
• Adaptive design trials
• Window-of-Opportunity trial
Umbrella Trial Basket Trial
JAMA Oncol. 2017;3(3):423
Umbrella Trial Basket Trial
Umbrella or Basket trials
• I SPY : Investigation of Serial Studies to Predict Your Therapeutic Response With Imaging And moLecular Analysis trials in breast cancer
• Ph2, randomized adaptive “umbrella trial” in high-risk neoadjuvant BC
• Lung MAP : Lung Master Protocol trial in advanced squamous lung cancer
• ALCHEMIST : Adjuvant Lung Cancer Enrichment Marker Identification and Sequencing Trial in surgically resected NSCLC
• LCMC : Lung Cancer Mutation Consortium -associated trials in advanced lung adenocarcinoma
• BATTLE : Biomarker-integrated Approaches of Targeted Therapy for Lung Cancer Elimination program
• Prospective, biopsy-mandated, biomarker-based, adaptive randomized clinical trial platform for patients with advanced NSCLC
• NCI MATCH : NCI-Molecular Analysis for Therapy Choice Trial
• PhII Basket, Aug 2015, “actionable mutation”
• TAPUR : Targeted Agent and Profiling Utilization Registry
Ann Transl Med 2016;4(24):529
Clinical Trials of Precision Medicine
• Longitudinal cohort studies with or without downstream trials
• Studies assessing the clinical utility of molecular profiling
• Master or umbrella trials
• Basket trials
• N-of-1 trials
• Adaptive design trials
• Window-of-Opportunity trial
• Based on modifying parameters (dose, sample size, drug,
schedule…) of a clinical trial evaluating a treatment in accord with observed outcomes in participants
Eisenstein M,etal., Nature, 2014; 509:S55-57, AwadaA, ESMO
Adaptive trial design
PROS
• Faster evaluation of the drug
• Modification of drug, dosage and sample size during the trial according to the
observed results
CONS
• Practical difficulties during the performance of the trial
• The clinicians are not familiar with the essential statistical part of this approach
• Active and dynamic follow- up of the trial is needed
Clinical Trials of Precision Medicine
• Longitudinal cohort studies with or without downstream trials
• Studies assessing the clinical utility of molecular profiling
• Master or umbrella trials
• Basket trials
• N-of-1 trials
• Adaptive design trials
• Window-of-Opportunity trial
Window –of –Opportunity trials
• Assessing the administration of an investigational agent over a short period of time
• Most often in the pre-surgical setting
• No major efficacy endpoint
•
In vivo
biological effect (pharmacodynamics) of an experimental agentD-BEYOND trial in EBC
ClinicalTrials.gov NCT01864798
Window –of –Opportunity trials
PROS
•
In vivo
evaluation of the mechanism of action of a drug or if the target isaffected
CONS
• No direct clinical implication
• Short period treatment
Examples of genotype-driven clinical trials in breast cancer
Trial Phase(N) compound Molecular mechanism of action of experimental drug
Type of disease Molecular aberration
NCT01219699 I (200) BYL719 PI3Ka Inhibitor Solid tumours and
ER+MBC PIK3CA mutations
NCT01589861
(PIKHER2) I/II (106) BKM120 Pan-PI3K Inhibitor HER2-amplified MBC PTEN loss and/or PIK3CA mutations
NCT01277757 II (40) MK2206 AKT Inhibitor MBC AKT mutations and/or
PIK3CA mutations and/or PTEN loss NCT01202591
(GLOW) I/II (900) AZD4547 FGFR Inhibitor ER+ MBC FGFR1 amplification
NCT02053636
(FINESSE) II (123) Lucitanib FGFR Inhibitor ER+ MBC FGFR1 amplification
NCT01670877 II (29) Neratinib Irreversible EGFR/HER2
inhibitor HER2-amplified MBC ERBB2 mutations
Take Home Messages
• Molecular subtypes with gene expression profiles in BC
• Avoidance of chemotherapy in subgroups of HR+/HER2- BC with multigene assay kit
• Possible biomarkers for inhibition of oncogenic drivers
(
PIK3CA, ERBB2
mutation), drug resistance (ERS1
mutation) and DNA repair (BRCA1/2
mutation)• Application of innovative clinical trial design