The Long-Term Ovarian Cancer Survivor Project A Department of - - PowerPoint PPT Presentation
The Long-Term Ovarian Cancer Survivor Project A Department of - - PowerPoint PPT Presentation
Finding the Key To Long-Term Survival The Long-Term Ovarian Cancer Survivor Project A Department of Defense Initiative PI: Michael Birrer Co-PI: Lari Wenzel Scientific Advisory Board Chair: Philip DiSaia International Scientific Advisory
Two-Phase Award
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- Phase I
- 2 years grant
– 3 teams awarded
- Build consortium
– Establish function
network
– Demonstrate effective
communication
– Engage advocates
- Obtain initial data
- Phase II
- 2 + 2 years grant
– 2 teams awarded
- Use consortium to
- btain definitive data
- Mid-project oral
presentation after 2 years for additional 2 years funding
Consortium Structure Phase I Phase II
Coordinating Center
PI: Michael J. Birrer Co-Pi: Lari Wenzel
Advocate Advisory Board Chair: Mary Scroggins International Advisory Board Chair: Eric Pujade- Lauraine Scientific Advisory Board Chair: Phil DiSaia (GOG)
Scientific Committee Research Sites
GOG Tissue Bank
International Tissue Bank Virtual Tissue Bank GOG clinical Trials (391 institutions) Genomic /Biologic / Psychosocial Data Clinical Correlations Clinically Relevant Tools and Targets
International Adovcate Advisory Board Chair: Rose Anorlu
Coordinating Center
PI: Michael J. Birrer Co-Pi: Lari Wenzel
Advocate Advisory Board Chair: Mary Scroggins Scientific Advisory Board Chair: Phil DiSaia
Scientific Committee Research Sites GOG Tissue Bank GOG clinical Trials (391 institutions) Genomic /Biologic /QOL Data Clinical Correlations
Clinically Relevant Tools and Targets
Specific Aims
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Aim 1: To determine the genomic (RNAseq miRNAseq, methylation patterns) and proteomic characteristics of LT versus ST survivors. Aim 3: To validate a genetic signature that predicts for recurrence of early- stage, high-grade EOC Aim 4: To determine the impact of host factors including genomic SNP profiles and key measures of patient stress on long term survival Aim 5: To understand the extent to which health-related QOL measures, additional PROs, and key CTCAE criteria predict LT OC survival Aim 2: To characterize and quantitate immune infiltrates and angiogenesis in LT versus ST survivors. Aim 6: To examine, as an exploratory aim, the potential relationship between health-related QOL, PROs, and key CTCAE criteria and genomic features predicting disease recurrence
Phase I Workflow
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30 bi-monthly phone calls
- Selected Key Participants
- Advocates Chair
Beginning Year 1 Whole Consortium In Person Meeting End of Year 1 and 2 Whole Consortium In Person Meeting 20 monthly phone calls
- Advocates Board
- PI and Co-PI
- Program Manager
Phase I Timeline
Jan Nov July Jan July
Technology assessment: RNAseq, miRNAseq, methylCap, IHC Analysis of 52 tumors (individual platforms) Integrated analysis Grant submission Identification of potential biological model(s) News Letter 30 more patients Nancy Yeary partnership 30 more patients Grant submission Paper submission Total 130 patients identified Revised paper Definition of LT survival Defining sub-groups of LT survivors IRB protocol 1 GOG protocol 1 List of GOG Tumors List of events Marketing material IRB protocol 2 GOG protocol 2 List of trial sites IRB protocol 2:
Consent form Phone script invitation letter
SOPs tumor cuts Tumor path review QOL database Tumor distribution QOL distribution MGH web site Partners web Facebook insert First 30 patients identified
- Events
- Web sites
Scientists Advocates
Phase I Proof of Concept Studies
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- Project 1 Collect additional clinically annotated primary ovarian cancers
- Group 1 FFPE from patients on GOG 172,182,218
- Group 2 Clinical data from GOG136 cases
- Group 3 FFPE and clinical data for LT survivors NOT on GOG trial
- Project 2 Genomic, epigenomic and biologic analysis of LT survivors
- Demonstration study on 30 LT cases
- Project 3 Database development for QOL, PROs and Survivorship
- Initiate database mergers and identify the LT survivor population
- Recruit, consent and pilot a survey on LT survivorship
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Project 1 Use of Consortium to collect
– clinically-annotated primary ovarian tumors
GOG-Enrolled Patients
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Primary Ovarian Cancer FFPE from Phase III GOG Trials with Long Term Follow-Up QOL FFPE GOG Trial Received Not Received Pending Total 172 1, 3, 4 429 429 175
- 328
179 507 182
- 571
3741 4312 213
- 44
657 9 710* 218 2, 4 1701 159 13 1873 TOTAL 3482 5196 54 8732
1FACT-O, 2FACT-O TOI, 3FACT/GOG-Ntx subscale, 4FACT/GOG-Ad subscale
*FFPE only required from surgery arm (n=71); total study accrual n=710
Identification of NON-GOG LTS
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Advocate Advisory Board Consortium Program Manager Survivor Patient calls MGH Eligibility check Consent, QOL
Phase I Results
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- Group 1: Identification of patients, clinical sites and contact
information for tumors from patients on trial that were not collected at time of trial:
- 64 LTS identified
- 46 tumors in pathology
- 33 tumors obtained
- Group 2: Identification of tumors obtained from GOG136 for which
we do not have clinical data:
- 18 LTS identified
- 10 patients consented and tumors are available for analysis
- Group 3: Identification of patients not on GOG trials:
- 130 contacted us to be enrolled and 65 enrolled
- 50 tumors in pathology
- 21 tumors collected
Phase II Additional Cases
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Name Resources Affiliation Nicoletta Colombo, MD 2,500 annotated FFPE ~ 400 LTS MANGO Paula Colvert, MD, and Kathleen Scott, PhD 50 + annotated LTS FFPE Can collect QOL ICORG Jalid Sehouli, MD. 150 annotated LTS FFPE: Collecting QOL on LTS CHARITÉ
Project 2
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- Genomic, epigenomic and biologic analysis
- f LT survivors
- Analysis of 52 samples
Molecular and Immune Analysis
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RNA-Seq RNA extraction Library prep Sequencing Map to genome Count reads MiRNA-Seq Enrichment Library prep Sequencing Map to mir db Count reads MethyCap-Seq Methyl capture Library prep Sequencing Map to promoters Count reads Normalization Associate with LTS Pathway analysis Normalization Associate with LTS Integrate with RNA Normalization Associate with LTS Pathway analysis Immune System CD8, FOXP3, CD20 plasma cells, and tertiary lymphoid structures Normalization Associate with LTS
LTS Versus STS Heatmaps
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RNA-seq microRNA-seq MethylCap-seq
Multiplexed Immunofluorescence
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inForm software tissue segmentation tumor [red] versus stroma [green] multiplexed immunofluorescence CD3=green, CD4=red, CD8=pink, CD45RO=magenta, Cytokeratins=brown, DAPI=blue
Integrated Analysis
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Gene Expression miRNA Methylation QOL Immune System Survival
Methylation and RNAseq
2 4 6 8 −2 2 4 6 8
RNF212
Methylation Expression
correlation = −0.69 2 4 6 8 10 1 2 3 4 5
LYPLAL1
Methylation Expression
correlation = −0.68 −1 1 2 3 4 5 3.5 4.0 4.5 5.0 5.5 6.0
PNKP
Methylation Expression
correlation = −0.65 2 3 4 5 6 −4 −2 2 4
MTRNR2L10
Methylation Expression
correlation = −0.55 4 5 6 7 8 9 2 4 6
THNSL2
Methylation Expression
correlation = −0.55 2 4 6 8 10 −1 1 2 3 4
CIDEB
Methylation Expression
correlation = −0.54
miRNA and mRNA-seq
Negative correlation between miR-634 and HOXA1 in LTS cohort Negative correlation between miR-521 and ERCC8 in LTS cohort
PC Low PC High −6 −4 −2 2
IFNG
PC Low PC High 2 3 4 5 6
ISG20
PC Low PC High 3 4 5 6 7 8
OAS2
PC Low PC High −4 −2 2 4
SLC28A1
PC Low PC High −6 −4 −2 2
SLC9A3
PC Low PC High 4 5 6 7 8
TRIB2
PC Low PC High 4 5 6 7 8
DDX58
PC Low PC High 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0
NF1
RNA Pathways and Immune Infiltrates
Phase II Additional Analyses
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Proteomics Angiogenesis SNP profiles and stress factors
(FFPE and plasma from GOG 218)
Project 3
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- Database development and analysis for QOL, PROs and Survivorship
- Recruit, consent and pilot a survey on LT survivorship
GOG 172 Database
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- QOL data available for 355 patients
- QOL assessments at 4 time points
- Pre-treatment, pre-cycle 4, post cycle 6, 12 mo. post cycle 6
- Data include:
- FACT-O (Physical, Emotional, Social, and Functional Well-Being
plus Ovarian Cancer-specific Concerns)
- Abdominal Discomfort
- Neurotoxicity
65 70 75 80 85 90
Pre Treatment Pre cycle 4 3-6 wk post cycle 6 12 mo post cycle 6
Mean Score
FACT-TOI
0-5 yrs 5-10 yrs >10 yrs p<0.001
FACT Trial Outcome Index over Time
GOG 172
Both FACT-TOI and FACT-O are significantly higher across treatment and follow-up in long-term survivors compared to short-term survivors (p<0.001 and p=0.016 respectively).
Neurotoxicity does not differ between long-term and short- term survivors (p=0.82)
30 32 34 36 38 40 42 Pre Treatment Pre cycle 4 3-6 wk post cycle 6 12 mo post cycle 6
Mean Score
Neurotoxicity
0-5 yrs 5-10 yrs >10 yrs
p=0.82
Neurotoxicity over Time GOG 172
Long-term survivors have similar abdominal discomfort at all time points compared to short-term survivors (p=0.079)
11 12 13 14 15
Pre Treatment Pre cycle 4 3-6 wk post cycle 6 12 mo post cycle 6
Mean Score
Abdominal Discomfort
0-5 yrs 5-10 yrs >10 yrs
p=0.079
Abdominal Discomfort over Time GOG 172
LT Survivors Survey
Non-GOG LTS N=38
- 38 non GOG patients surveyed
- 19 qualitative interviews
- QOL similar to immediately post
treatment
- Approximately 1/3 of the survivors
reported significant fear of recurrence
- Associated with poor emotional well-
being (p<0.001)
LT Survivors Qualitative Interviews
Non-GOG LTS N=19
- What is important for LT survivors?
- Social support
- Power of “giving back”
- Positive spirit in the face of adversity
- Understanding how cancer treatment
has affected other areas of my health
- Identify the health care needs of survivors
specific to non-oncology specialties
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Phase 2 Additional Analyses
- GOG 218 database
including integration with plasma stress factors and with gene expression
- Additional non-GOG LTS surveys