1
DNA repair deficiency biomarkers identify HR+/HER2- breast cancer patients who may benefit from veliparib/carboplatin: results from the I-SPY 2 TRIAL 1 University of California, San Francisco; 2 Berry Consultants, LLC; 3 Agendia Inc.; 4 QuantumLeap Healthcare; 5 University of Chicago; *Equal contribution. Background Materials and Methods In I-SPY 2, HER2- patients were adaptively randomized to receive standard chemotherapy or the PARP inhibitor veliparib with carboplatin (V/C) and chemotherapy. V/C graduated in the triple-negative (TN) subtype, and we have previously shown that DNA repair deficiency signatures [PARPi-7 and BRCAness] may predict V/C response. Here we combine these signatures into a composite measure of DNA repair deficiency and investigate whether this measure can identify a subset of HR+/HER2- patients likely to respond to V/C. PARPi-7 and BRCAness signatures 115 HER2- patients (V/C: 71 and concurrent controls: 44) were considered in this analysis. DNA repair deficient by one or more measures Conclusion ‘DNA Repair Deficiency’ within HR+/Her2- and in the Context of the Graduating TN Subset L. van 't Veer 1 , L. Esserman 1 , A. Sanil 2 , A. Glas 3 , T. Severson 3 , S. Linn 3 , L. Brown-Swigart 1 , G. Hirst 1 , I-SPY 2 TRIAL Investigators 4 , O. Olapade 5 , H .Rugo 1 , D. Berry 2 , D. M. Wolf 1* , and C. Yau 1* I-SPY 2 TRIAL - Adaptive clinical trial for women with newly diagnosed, locally advanced breast cancer to enrich for pre-specified breast cancer subtypes defined by HR, HER2 and MammaPrint showing highest efficacy - Inclusion: ‘MammaPrint high risk’ or ‘MammaPrint low risk and HR- OR HER2+’ - Goal: To identify (graduate) regimens that have 85% predictive probability of success in a neoadjuvant 300-patient phase 3 trial of patients in 1 of 10 possible signatures defined by HR, HER2, and MammaPrint High1/2 risk status. - I-SPY 2 Biomarker component: Designed to facilitate evaluation of novel biomarkers of response in conjunction with the pre-defined signatures S U R G E R Y Tissue O N S T U D Y MRI Biopsy Blood Draw Eligibility Labs MUGA/ECHO CT/PET Screening R A N D O M I Z E Consent #`2 Treatment Consent AC (4 cycles) Paclitaxel * (12 weekly cycles) AC (4 cycles) AC (4 cycles) Consent #1 Screening Consent MRI Blood Draw MRI Blood Draw MRI Biopsy Blood Draw Shared Control V/C Arm (Open to HER2- Patients) Agent B Arm V/C was open to HER2- patients and graduated in the triple negative (TN) Signature! SIGNATURE Estimated pCR Rate (95% probability interval) Probability Veliparib + Carbo is Superior to Control Predictive Probability of Success in Phase 3 Veliparib/ Carbo Concurrent Control All HER2- 33% (22-43%) 22% (10-35%) 92% 55% HR+/HER2- 14% (4-27%) 19% (6-35%) 28% 9% HR-/HER2- 52% (35-69%) 26% (11-40%) 99% 90% V/C is one of 7 experimental arms in I-SPY 2 rob(>Ctr) Prob(Ph3) HR+/Her2-/DNA repair deficient TN OR DNA repair deficient HR+/Her2- TN 1.0 0.97 Prob V/C superior to control Predictive Prob Phase 3 Success (300 pt) 0.8 0.59 0.3 0.11 0.95 1.0 Evaluate biomarker Evaluate biomarker in context of graduating signature Significant treatment x biomarker interaction and associates with response in treatment arm? Significant treatment effect in biomarker + graduating group? Bayesian analysis as in randomization engine For the Biomarker+ OR graduating group and the Biomarker AND within graduating group Estimate pCR probability in treatment and control arms Estimate predictive probability of success in 300 patient Phase III trial No No FAIL PASS – Step 1 PASS – Step 2 -PARPi-7 and BRCAness signatures are computed from Agilent 44K array data. -BRCA1/2 germline mutation is assessed by Myriad Genetics. We assess association between a biomarker and response in the V/C and control arms alone (Fisher p < 0.05), and relative performance between arms (biomarker x treatment interaction, likelihood ratio p < 0.05) using a logistic model. In an exploratory analysis, a patient is classified as DNA repair deficient if carrying a BRCA1/2 mutation or BRCA-like or PARPi7-high. To assess composite DNA repair deficiency in the context of the graduating signature, we added the ’repair deficient’ HR+/Her2-patients to the graduating TN subset and evaluated the treatment effect in this ‘biomarker-positive’ group. Collected 22 breast cancer cell lines Treated with PARP inhibitor Olaparib to measure sensitivity (SF50) Measured response: 7 sensitive cell lines 15 resistant cell lines Gene expression: Affymetrix Exon array and U133A; Illumina RNA-seq, Limit to DNA repair pathways: BER, NER, MMR, HR/FA, NHEJ, DDR; 118 genes Derived signature: Linear regression Forward feature selection Fivefold CV Weighted voting algorithm These analyses are exploratory and do not adjust for multiplicities of other biomarkers in the trial. *Daemen A, Wolf D.M., Korkola J.E., Griffith O.L., Frankum J.R., Brough R, Jakkula L.R., Wang N.J., Natrajan R, Reis- Filho J.S., Lord C.J., Ashworth A, Spellman P.T., Gray J.W., van ’t Veer L.J. Cross-platform pathway-based analysis identifies markers of response to the PARP inhibitor Olaparib. Breast Cancer Res Treat, 2012, August 9 I-SPY 2 TRIAL ASCO 2015 #521 Here, HR+/Her2- tumors are identified as DNA repair deficient if carrying a BRCA1/2 mutation or BRCA-like or PARPi7-high. Our exploratory analysis suggests that 38% of HR+/HER2- patients in I-SPY 2 are DNA repair deficient and may benefit from V/C. If validated, DNA repair deficiency biomarkers may merit further investigation for selecting HR+/HER2- patients for future early phase PARP inhibitor trials. 7 DNA-repair deficiency genes in the PARPi-7 signature - BRCA1, CHEK2, MAPKAPK2, MRE11A, NBN, TDG, and XPA Altogether, 77 patients are predicted to be DNA repair deficient by one of these measures (BRCA mutation+ or PARPi7-high or BRCA-like). 38% (21/56) of HR+/HER2- patients are predicted DNA repair deficient, along with nearly all (56/59) TN. Comparing PARPi7 and BRCAness (62 PARPi7-low, 53 PARPi7-high; 59 non-BRCA-like, 56 BRCA-like) we find only moderate concordance (64%; kappa=0.29). Biomarker Concordance 10 4 5 9 30 17 3 10 4 5 9 30 17 3 P ARPi7−high BRCA−like TN Density 0.0 0.2 0.4 0.6 0.8 1.0 0 1 2 3 4 5 6 7 Density 19% 15% Unselected HR+/Her2- patients Ctrl V/C pCR Probability 0.0 0.2 0.4 0.6 0.8 1.0 0 1 2 3 4 5 6 16% 28% DNA repair deficient HR+/Her2- patients Ctrl V/C pCR Probability 0.0 0.2 0.4 0.6 0.8 1.0 0 1 2 3 4 5 Density 23% 58% TN patients in this model Ctrl V/C pCR Probability 0.0 0.2 0.4 0.6 0.8 1.0 0 1 2 3 4 5 6 Density 21% 50% pCR Probability TN plus DNA repair deficient HR+/Her2- patients Refine HR+/Her2-subset to enrich for DNA repair deficiency Expand population of ‘likely respoders’ to include DNA repair deficient HR+/Her2- patients Bayesian Estimates of pCR Rates Within Patient Groups V/C (n=71) Control (n=44) DNA repair deficient* Low (n=21) DNA repair deficient High (n=50) DNA repair deficient Low (n=17) DNA repair deficient High (n=27) TN (n=59) 1 / 1 21 / 37 (57%) 0 / 2 5 / 19 (26%) HR+HER2- (n=56) 0 / 20 (0%) 5 / 13 (38%) 4 / 15 (27%) 0 / 8 (0%) Distribution of pCR rates among dichotomized groups stratified by HR status 21 3 56 In the V/C arm, 5/13 HR+/HER2- DNA repair deficient patients and 22/38 TN patients had a pCR (vs 0/8 and 5/21 controls respectively). TN OR (PARPi7-high or BRCA-like or BRCA1/2 mutated) * DNA repair deficient = PARPi7-high or BRCA-like or BRCA1/2 mutated TN When the HR+/Her2- patients who are PARPi7-high, BRCA-like or BRCA1/2 mutation carriers are added to the graduating TN subset, the probability of V/C phase 3 success is 95%, which is comparable to the TN signature (97%), while increasing the prevalence of biomarker-positive patients by 18% [adds 38% of HR+/Her2- in the V/C and concurrent control arms of I-SPY2]. Biomarker V/C Arm Control Interaction (biomarker x treatment) Interaction Adjusting for Subtype BRCA1/2 Mutation YES -- -- -- PARPi-7 YES NO YES YES BRCAness YES NO YES YES (p<0.05) Association with response Since both BRCAness and PARPi-7 re- flect defective DNA repair mechanisms and succeed as specific predictors of V/C combi- nation therapy in I-SPY 2 we wondered: Are these signatures identifying the same patients? BRCA1/2 Mutation PARPi-7 BRCA-like 15 patients are BRCA1/2 mutation carriers, of which 13 are PARPi7-high or BRCA-like. Variance of unknown signifcance No mutation/Favor polymorphism Deleterious or Suspected Deleterious mutation NA BRCA1/2 Mutation Low High PARPi-7 No Yes BRCA-like Damages DNA carboplatin Breast cancer cells DNA repair deficient? Cancer dies => pCR! YES Cancer recovers => No pCR NO veliparib Inhibits DNA repair PARP1,2 128 TNBC tumor samples Agilent 44K array (Agendia) Quantile normalize & Log2 transform MLPA method using CNA* [PMID:22032731] BRCA1-like vs sporadic DLDA (partek) 77-gene BRCAness signature RATHER project (NKI) cohort Gene expression CLASS 77-gene BRCAness expression signature -Originally derived from copy number aberration (CNA) differences between BRCA-mutated and sporadic TNBC *Lips EH, Laddach N, Savola SP, Vollebergh MA, Oonk AM, Imholz AL, Wessels LF, Wesseling J, Nederlof PM, Rodenhuis S. Quantitative copy number analysis by Multiplex Ligation-dependent Probe Amplification (MLPA) of BRCA1-associated breast cancer regions identifies BRCAness. Breast Cancer Res. 2011 Oct 27;13(5):R107

DNA repair deficiency biomarkers identify HR+/HER2- breast … · 2020. 8. 6. · BRCA1/2 Mutation PARPi-7 BRCA-like 15 patients are BRCA1/2 mutation carriers, of which 13 are PARPi7-high

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Page 1: DNA repair deficiency biomarkers identify HR+/HER2- breast … · 2020. 8. 6. · BRCA1/2 Mutation PARPi-7 BRCA-like 15 patients are BRCA1/2 mutation carriers, of which 13 are PARPi7-high

DNA repair deficiency biomarkers identify HR+/HER2- breast cancer patients who may benefit from veliparib/carboplatin: results from the I-SPY 2 TRIAL

1University of California, San Francisco; 2Berry Consultants, LLC; 3Agendia Inc.; 4QuantumLeap Healthcare; 5University of Chicago; *Equal contribution.

Background Materials and Methods In I-SPY 2, HER2- patients were adaptively randomized to receive standard chemotherapy or the PARP inhibitor veliparib with carboplatin (V/C) and chemotherapy. V/C graduated in the triple-negative (TN) subtype, and we have previously shown that DNA repair deficiency signatures [PARPi-7 and BRCAness] may predict V/C response. Here we combine these signatures into a composite measure of DNA repair deficiency and investigate whether this measure can identify a subset of HR+/HER2- patients likely to respond to V/C.

PARPi-7 and BRCAness signatures

115 HER2- patients (V/C: 71 and concurrent controls: 44) were considered in this analysis.

DNA repair deficient by one or more measures

Conclusion

‘DNA Repair Deficiency’ within HR+/Her2- and in the Context of the Graduating TN Subset

L. van 't Veer1, L. Esserman1, A. Sanil2, A. Glas3, T. Severson3, S. Linn3, L. Brown-Swigart1, G. Hirst1, I-SPY 2 TRIAL Investigators4, O. Olapade5,

H .Rugo1, D. Berry2, D. M. Wolf1*, and C. Yau1*

I-SPY 2 TRIAL- Adaptive clinical trial for women with newly diagnosed, locally advanced breast cancer to enrich for pre-specified breast cancer subtypes defined by HR, HER2 and MammaPrint showing highest efficacy - Inclusion: ‘MammaPrint high risk’ or ‘MammaPrint low risk and HR- OR HER2+’- Goal: To identify (graduate) regimens that have ≥ 85% predictive probability of success in a neoadjuvant 300-patient phase 3 trial of patients in 1 of 10 possible signatures defined by HR, HER2, and MammaPrint High1/2 risk status. - I-SPY 2 Biomarker component: Designed to facilitate evaluation of novel biomarkers of response in conjunction with the pre-defined signatures

S U R G E R Y

Tissue

ON STUDY

MRI Biopsy

Blood Draw Eligibility Labs MUGA/ECHO

CT/PET

Screening

R A N D O M I Z E

Consent #`2 Treatment Consent

AC (4 cycles)

Paclitaxel * (12 weekly cycles)

AC (4 cycles)

AC (4 cycles)

Consent #1 Screening Consent

MRI Blood Draw

MRI Blood Draw

MRI Biopsy

Blood Draw

Shared Control

V/C Arm (Open to HER2- Patients)

Agent B Arm

V/C was open to HER2- patients and graduated in the triple negative (TN) Signature!

SIGNATURE

Estimated pCR Rate (95% probability interval)

Probability Veliparib + Carbo is

Superior to Control

Predictive Probability of

Success in Phase 3

Veliparib/Carbo

ConcurrentControl

All HER2- 33% (22-43%)

22% (10-35%) 92% 55%

HR+/HER2- 14% (4-27%)

19% (6-35%) 28% 9%

HR-/HER2- 52% (35-69%)

26% (11-40%) 99% 90%

V/C is one of 7 experimental arms in I-SPY 2

rob(>Ctr) Prob(Ph3)

HR+/Her2-/DNA repair deficient

TN OR DNA repair deficient

HR+/Her2-

TN 1.0 0.97

Prob V/C superior to control

Predictive ProbPhase 3 Success (300 pt)

0.8 0.590.3 0.11

0.951.0

Evaluate biomarker

Evaluate biomarker in context of graduating signature

Significant treatment x biomarker interaction and associates with

response in treatment arm?

Significant treatment effect in biomarker + graduating group?

Bayesian analysis as in randomization engine

•For the Biomarker+ OR graduating group and the Biomarker AND within graduating group

•Estimate pCR probability in treatment and control arms

•Estimate predictive probability of success in 300 patient Phase III trial

No

No

FAIL

PASS – Step 1

PASS – Step 2

-PARPi-7 and BRCAness signatures are computed from Agilent 44K array data. -BRCA1/2 germline mutation is assessed by Myriad Genetics.

We assess association between a biomarker and response in the V/C and control arms alone (Fisher p < 0.05), and relative performance between arms (biomarker x treatment interaction, likelihood ratio p < 0.05) using a logistic model.

In an exploratory analysis, a patient is classified as DNA repair deficient if carrying a BRCA1/2 mutation or BRCA-like or PARPi7-high.

To assess composite DNA repair deficiency in the context of the graduating signature, we added the ’repair deficient’ HR+/Her2-patients to the graduating TN subset and evaluated the treatment effect in this ‘biomarker-positive’ group.

Collected 22 breast cancer cell lines

Treated with PARP inhibitor Olaparib to measure sensitivity (SF50)

Measured response: •7 sensitive cell lines •15 resistant cell lines

Gene expression: Affymetrix Exon array and U133A; Illumina RNA-seq,

Limit to DNA repair pathways: BER, NER, MMR, HR/FA, NHEJ, DDR; 118 genes

Derived signature: •Linear regression •Forward feature selection •Fivefold CV •Weighted voting algorithm

These analyses are exploratory and do not adjust for multiplicities of other biomarkers in the trial.

*Daemen A, Wolf D.M., Korkola J.E., Griffith O.L., Frankum J.R., Brough R, Jakkula L.R., Wang N.J., Natrajan R, Reis-Filho J.S., Lord C.J., Ashworth A, Spellman P.T., Gray J.W., van ’t Veer L.J. Cross-platform pathway-based analysis identifies markers of response to the PARP inhibitor Olaparib. Breast Cancer Res Treat, 2012, August 9

I-SPY 2 TRIAL

ASCO 2015 #521

Here, HR+/Her2- tumors are identified as DNA repair deficient if carrying a BRCA1/2 mutation or BRCA-like or PARPi7-high. Our exploratory analysis suggests that 38% of HR+/HER2- patients in I-SPY 2 are DNA repair deficient and may benefit from V/C. If validated, DNA repair deficiency biomarkers may merit further investigation for selecting HR+/HER2- patients for future early phase PARP inhibitor trials.

7 DNA-repair deficiency genes in the PARPi-7 signature - BRCA1, CHEK2, MAPKAPK2, MRE11A, NBN, TDG, and XPA

Altogether, 77 patients are predicted to be DNA repair deficient by one of these measures (BRCA mutation+ or PARPi7-high or BRCA-like).

38% (21/56) of HR+/HER2- patients are predicted DNA repair deficient, along with nearly all (56/59) TN.

Comparing PARPi7 and BRCAness (62 PARPi7-low, 53 PARPi7-high; 59 non-BRCA-like, 56 BRCA-like) we find only moderate concordance (64%; kappa=0.29).

Biomarker Concordance

104

5

9

30

17

3

104

5

9

30

17

3

PARPi7−high BRCA−like

TN

Den

sity

0.0 0.2 0.4 0.6 0.8 1.0

01

23

45

67

Den

sity

19%15%

Unselected HR+/Her2- patients

Ctrl

V/C

pCR Probability0.0 0.2 0.4 0.6 0.8 1.0

01

23

45

6

16% 28%

DNA repair deficient HR+/Her2- patients

Ctrl

V/C

pCR Probability

0.0 0.2 0.4 0.6 0.8 1.0

01

23

45

Den

sity

23% 58%

TN patients in this model

CtrlV/C

pCR Probability0.0 0.2 0.4 0.6 0.8 1.0

01

23

45

6D

ensi

ty

21% 50%

pCR Probability

TN plus DNA repair deficient HR+/Her2- patients

Refine HR+/Her2-subset to enrich for DNA repair

deficiency

Expand population of ‘likely respoders’ to include DNA repair deficient HR+/Her2- patients

Bayesian Estimates of pCR Rates Within Patient Groups

V/C (n=71) Control (n=44)

DNA repair deficient* Low

(n=21)

DNA repair deficient High

(n=50)

DNA repair deficient Low

(n=17)

DNA repair deficient High

(n=27)

TN (n=59) 1 / 1 21 / 37 (57%) 0 / 2 5 / 19 (26%)

HR+HER2- (n=56) 0 / 20 (0%) 5 / 13 (38%) 4 / 15 (27%) 0 / 8 (0%)

Distribution of pCR rates among dichotomized groups stratified by HR status

21

3

56

In the V/C arm, 5/13 HR+/HER2- DNA repair deficient patients and 22/38 TN patients had a pCR (vs 0/8 and 5/21 controls respectively).

TN OR (PARPi7-high or BRCA-like or BRCA1/2 mutated)

* DNA repair deficient = PARPi7-high or BRCA-like

or BRCA1/2 mutated TN

When the HR+/Her2- patients who are PARPi7-high, BRCA-like or BRCA1/2 mutation carriers are added to the graduating TN subset, the probability of V/C phase 3 success is 95%, which is comparable to the TN signature (97%), while increasing the prevalence of biomarker-positive patients by 18%

[adds 38% of HR+/Her2- in the V/C and concurrent control arms of I-SPY2].

Biomarker V/C Arm Control Interaction (biomarker x treatment)

Interaction Adjusting for Subtype

BRCA1/2 Mutation YES -- -- --

PARPi-7 YES NO YES YES BRCAness YES NO YES YES

(p<0.05) Association with response

Since both BRCAness and PARPi-7 re-flect defective DNA repair mechanisms and succeed as specific predictors of V/C combi-

nation therapy in I-SPY 2 we wondered:

Are these signatures identifying the same patients?

BRCA1/2 MutationPARPi-7

BRCA-like

15 patients are BRCA1/2 mutation carriers, of which 13 are PARPi7-high or BRCA-like.

Variance of unknown signifcance

No mutation/Favor polymorphism

Deleterious or Suspected Deleterious mutation

NA

BRCA1/2 MutationLow

High

PARPi-7No

Yes

BRCA-like

Damages DNA

carboplatin Breast cancer cells

DNA repair deficient?

Cancer dies => pCR!

YES Cancer recovers => No pCR

NO

veliparib Inhibits DNA repair

PARP1,2

128 TNBC tumor samples

Agilent 44K array (Agendia)

Quantile normalize & Log2 transform

MLPA method using CNA* [PMID:22032731]

BRCA1-like vs sporadic

DLDA (partek)

77-gene BRCAness signature

RATHER project (NKI) cohort

Gene expression

CLASS

77-gene BRCAness expression signature -Originally derived from copy number aberration (CNA) differences between BRCA-mutated and sporadic TNBC

*Lips EH, Laddach N, Savola SP, Vollebergh MA, Oonk AM, Imholz AL, Wessels LF, Wesseling J, Nederlof PM, Rodenhuis S. Quantitative copy number analysis by Multiplex Ligation-dependent Probe Amplification (MLPA) of BRCA1-associatedbreast cancer regions identifies BRCAness. Breast Cancer Res. 2011 Oct 27;13(5):R107