integrative whole transcriptome sequencing in myeloma and mcl therapy

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Integrative whole transcriptome sequencing in myeloma and MCL therapy Selina Chen-Kiang Professor Weill Cornell Medical College October 24 , 2013 Disclosures: None

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Integrative whole transcriptome sequencing in myeloma and MCL therapy . Selina Chen-Kiang Professor Weill Cornell Medical College October 24 , 2013. Disclosures: None. Positive. Go. p16 p15 p18 p19. Cyclin D + CDK4/6. mid-G1 checkpoint. pS-Rb-E2F. p21 p27 p57. - PowerPoint PPT Presentation

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Page 1: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Integrative whole transcriptome sequencing in myeloma and MCL therapy

Selina Chen-KiangProfessor

Weill Cornell Medical College October 24 , 2013

Disclosures: None

Page 2: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

The Cell Cycle

G1

S

G2

M

p21p27p57

Negative Go

Positive

Cyclin D + CDK4/6

pS-Rb-E2F

Cyclin E + CDK2

pST-Rb E2F release

p16p15p18p19

CDK: Cyclin-dependent KinaseCKI: Cyclin-dependent kinase inhibitor

mid-G1 checkpoint

Page 3: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Goal

• To develop superior, mechanism-based combination cancer therapy using novel reagents

• To identify biomarkers• To develop functional genomics for patient and therapy

stratification

Approach• Bench to bedside and back• Integrating novel reagents with basic research, clinical

application, pathology and functional genomics

The Weill-Cornell Medical College Team

Page 4: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Targeting CDK4/CDK6 with PD 0332991 (palbociclib)

• Highly potent and specific CDK4/6 inhibitor (IC50 11-60 nM)

• Induces complete early G1 arrest• Reversible

• Orally bioavailable pyridopyrimidine • Low in toxicity • Inhibits tumor growth in the NOD-SCID human myeloma xenograft models and the immune-competent mouse 5T models

• Prolonged G1 arrest (pG1) and synchronization into S-phase (pG1-S)

sensitize myeloma cells to killing by proteasome inhibitors Fry et al., 2004, Mol Cancer TherBaughn et al., 2006, Cancer ResMenu et al., 2008, Cancer ResHuang et al., 2012, Blood

Page 5: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Targeting CDK4/CDK6 in combination therapy

Partner agent (low dose, selective )

PD 0332991

Weill-CornellMantle cell lymphoma Phase I single agent studyMultiple Myeloma Phase I/II PD-bortezomib-Dex Mantle cell lymphoma Phase I PD-bortezomib Acute myeloid Leukemia Phase I PD-AraC (2/2013)Mantle cell lymphoma Phase I PD-Ibrutinib (2013)Multiple myeloma Phase I PD-Lenalidomide (2013)

Advanced Solid tumors Phase I single agent (2006, completed) Breast cancer Phase I/II –letrozole front line (2009-completed)Metastatic liposarcoma Phase I single agent (9/2010—completed)Glioblastoma Phase I single agent (10/2010--

Non-small cell lung carcinoma Phase I single agent ( 2/2011--

Page 6: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Targeting the Cell Cycle in Multiple Myeloma

• The second most common hematopoietic cancer• Incurable• Dysregulation in apoptosis and cell cycle control• CDK4/CDK6-specific phosphorylation of Rb and cell proliferation

increase with disease progression in MM (Ely et al., 2005)

MM

cel

ls

Page 7: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Release of prolonged early G1 block

Cell cycle synchronization incomplete restoration of scheduled gene expression

Further sensitizing tumor cells to cytotoxic killing

Cyclin D + CDK4/6 PD 0332991Reversible

G1

S

G2

M

Go

pS-Rb

Hypothesis

Page 8: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Inhibition of CDK4/CDK6

Early G1 genes

Late G2, S, G2/M genes

Huang, Di Liberto et al, Blood, 2012

Page 9: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Release of prolonged early G1 block

Cell cycle synchronization incomplete restoration of scheduled gene expression

Further sensitizing tumor cells to cytotoxic killing

Cyclin D + CDK4/6 PD 0332991Reversible

G1

S

G2

M

Go

pS-Rb

Hypothesis

Page 10: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Targeting CDK4/CDK6 in Mantle Cell Lymphoma

First in human PD 0332991 single-agent clinical trial — pG1 (prolonged inhibition of CDK4/CDK6)

• Inhibition of CDK4/CDK6 by PD 0332991 leads to prolonged G1 arrest (pG1) and increased tumor-specific cell death in MCL (n=17)

• PD (125 mg/d orally 21 of 28 d) is generally well tolerated with neutropenia, fatigue and diarrhea as most common adverse events

• 1 complete response, 2 partial response, 5 SD > 1 year

Leonard, Vallabhajosula, Martin, Chen-Kiang et al, Blood 2012

Page 11: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Does prolonged early G1 arrest (pG1) induced by

selective CDK4/CDK6 inhibition reprogram myeloma cells

for IMiD killing?

• Enhances IMiD clinical efficiency at lower doses• Mechanism of IMiD killing• Biomarker for IMiD killing• Maintenance therapy • Control of MM stem cell renewal• Control of second primary malignancy

Page 12: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

pG1 enhances and accelerate lenalidomide killing of primary myeloma cells in stromal co-culture

Huang, Di Liberto, Niesvizky, Chen-Kiang, unpublished

Page 13: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

pG1 sensitizes primary myeloma cells to IMiD killing independent of prior treatments or cycling status, but

dependent on Rb

Lenalidomide: 17/21 Pomalidomide: 3/4

Huang, Di Liberto, Jayabalan, Niesvizky, Chen-Kiang, unpublished

Page 14: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Inhibition of CDK4/CDK6 (complete early G1) overrides cell cycle regulation by lenalidomide (incomplete late G1)

(Rb-deficient)

G1

S

G2

M

Go Cyclin D+ CDK4/6

Cyclin E/A + CDK2

Huang, Di Liberto Chen-Kiang, unpublished

Page 15: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Induction of pG1 by CDK4/CDK6 inhibition Enhances Lenalidomide and Pomalidomide Killing

(pG1)

Huang, Di Liberto, Chen-Kiang, unpublished

Page 16: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Synergistic increase in CRBN and loss of IRF4 by IMiDs and pG1

• IMiDs reduces IRF4 in myeloma cells (Li et al., 2011; Lopez Girona et al., 2012

• CRBN (cereblon) is required for the anti-myeloma activity of IMiDs (Zhu et al., 2011)

Huang, Di Liberto, Chen-Kiang, unpublished

Page 17: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Analysis of RNA-Sequencing (RNA-Seq) Data

Genomics and Bioinformatics

Page 18: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Discovery of biomarkers by Whole Transcriptome Sequencing (WTS, RNA-Seq)

RNA abundance, variant, indel

50x50 paired-end RNA sequencing on a HiSeq2000, 76 million reads per sample

Use the Burrow-Wheeler Aligner to align reads to the genome ( Building 37)

SAMtools and Genome Analysis Toolkit to call non-reference variants.

X. Huang, D. Chiron,M. DiLibiberto, C. Mason

Page 19: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Genetic variation: (SNVs, indels, CNVs)Algorithms: Rmake, BWA/SAMtoolsGATK, HGVS,VarScan

2

Counts and differential expression by gene, exon, allele, splice isoform, & transcriptAlgorithms: TopHat, Rmake, Cufflinks, BayesASE3

Predict gene fusions, polyA sitesAlgorithms: Rmake, Alexa, SnowShoes

5

reads

Alignments & QC

BAM files

annotations

bigw

igs

R-make: Distributed, Parallel Alignment on HPC nodes

References

hg19

RefSeq

miRBase

rRNA

Adapters

Find ncRNAs and new TARsAlgorithms: Rmake, Aceview

4

1

RNA-SeqSequencing Data

Page 20: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

10ng

100ng

1000ng

A B

Raw Reads per gene (1000ng)

Raw

Rea

ds p

er G

ene

(10n

g) R2=0.95

Genomics and Bioinformatics

High reproducibility with low input

Page 21: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Lenalidomide induced interferon responses in primary myeloma cells

Huang, Di Liberto, Chen-Kiang, unpublished

Page 22: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

IRF7 mediates lenalidomide killing and pG1 sensitization

• IRF7 is a direct target of IRF4 in ABC DLBCL revealed by ChIP-Seq (Yang et al., 2012)

TRAIL

Huang, Di Liberto, Chen-Kiang, unpublished

Page 23: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

IRF7 is also inhibited by FoxO, which protects myeloma cells IMiD killing

Huang, Di Liberto, Chen-Kiang, unpublished

Page 24: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

pG1 Sensitizes MCL Cells to IMiD Killingthrough synergistic reduction of IRF4

Di Liberto, Chen-Kiang, unpublished

Page 25: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Summary

• Lenalidomide and Pomolidomide induce incomplete late G1 arrest independent of Rb in myeloma cells

• Induction of pG1 (prolonged early G1 arrest exceeding the scheduled arrest time) by PD 0332991 overrides late G1 arrest induced by IMiDs.

• pG1 reprogram myeloma and MCL cells for IMiD killing, in part through synergistic reduction of the IRF4 protein.

• Lenalidomide and Pomolidomide induce interferon responses in primary myeloma cells through de-repression of IRF7 transcription

• pG1 enhances IRF7 transcription and interferon production induced by IMiDs, leading to TRAIL-mediated killing.

Page 26: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

A Phase 1 Open-Label Study of PD 0332991 in Combination with Lenalidomide and Dexamethasone in Patients with Relapsed or Refractory Multiple Myeloma

Mark, Niesvizky, Di Liberto, Chen-Kiang

Page 27: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Targeting CDK4/CDK6 in combination therapy

Partner agent (low dose, selective )

PD 0332991

Weill-CornellMantle cell lymphoma Phase I single agent studyMultiple Myeloma Phase I/II PD-bortezomib-Dex Mantle cell lymphoma Phase I PD-bortezomib Acute myeloid Leukemia Phase I PD-AraC (2/2013)Mantle cell lymphoma Phase I PD-Ibrutinib (2013)Multiple myeloma Phase I PD-Lenalidomide (2013)

Advanced Solid tumors Phase I single agent (2006, completed) Breast cancer Phase I/II –letrozole front line (2009-completed)Metastatic liposarcoma Phase I single agent (9/2010—completed)Glioblastoma Phase I single agent (10/2010--

Non-small cell lung carcinoma Phase I single agent ( 2/2011--

Page 28: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Targeting CDK4/CDK6 in hematologic malignancies

• Both inhibits the cell cycle in tumor cells and reprograms them to cytotoxic killing

pG1• forces an imbalance in gene expression,• Increases redox stress,

• Mechanism-based combination therapy pG1 iMiDs, GS-1101, ibrutinibpG1-S bortezomib, carfilzomib, Ara C

• Genome based patient and therapy stratification

Selina Chen-Kiang

Weill-Cornell Medical College

Page 29: Integrative whole  transcriptome  sequencing in myeloma and MCL therapy

Weill Cornell Medical CollegeXiangao HuangMaurizio Di LibertoDavid ChironAdriana RossiDavid JayabalanSelina Chen-Kiang

Ruben Niesvizky Tomer Mark

Peter MartinJohn Leonard

Scott ElyChris MasonOlivier Elemento

PfizerSophia Randolph

Patients

CelgeneMohamad Hussein

Acknowledgements

Lymphoma Research FoundationLeukemia and Lymphoma Society Starr Cancer ConsortiumNIH/NCI

Broad InstituteAnna Schinzel Bill Hahn