1
Michael Dunphy, Esha Jain, Elana Anastasio, Mary McGillicuddy, Rachel Stoddard, Beena Thomas, Sara Balch, Kris>n Anderka, Ka>e Larkin, Niall Lennon, Yen-Lin Chen, Andrew Zimmer, Esme Baker, Simone Maiwald, Jen Hendrey, Jason Hornick, Chandrajit P. Raut, George Demetri, Eric Lander, Todd Golub, Nikhil Wagle, Corrie Painter Broad Ins*tute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Ins*tute, Boston, MA; Massachuse@s General Hospital, Boston, MA; Brigham and Women’s Hospital, Boston, MA The Angiosarcoma Project: Generating the genomic landscape of an exceedingly rare cancer through a nationwide patient-driven initiative Abstract Summary and Conclusions The Patient Voice Acknowledgements Most tumor samples have not been readily available for study Only 5% of U.S. cancer patients are enrolled in clinical trials Challenges of Studying Rare Patient Tumor Samples Partnering Directly with Patients And the Angiosarcoma Facebook group founded by Lauren Ryan, along with countless patients who have worked with us to develop and implement this project. Approach Online Consent Medical History Tissue, Blood, Saliva Genomic Analysis Reporting / Data Sharing Electronic consent form asks for permission to obtain tumor tissue, blood, saliva, and medical records Medical records are obtained by the study team and centrally reviewed and abstracted Tumor blocks are requested from local pathology depts by the study team. Patients are sent saliva and blood kits Patient specimens are characterized by ultra-low pass whole genome sequencing, whole exome sequencing and transcriptome sequencing Data Interpretation Genomic data is interpreted in the context of clinical data at the individual level and in aggregate across similar patients De-identified genomic / clinical data shared widely with the research community. Overall findings regularly communicated directly to patients GOAL : To empower patients and their families to accelerate research through sharing samples and clinical information Over 300 women and men with angiosarcoma from 39 states have joined the ASCproject since our launch in March of 2017. Over 115 people have filled out information on behalf of a loved one who died from angiosarcoma Participation in The Angiosarcoma Project to Date We are grateful to all the patients with angiosarcoma cancer who are participating & have contributed their voices to this project. We thank the many patients, advocates, and advocacy groups who have worked with us to develop and implement this project. We thank our colleagues at the Broad Institute and Dana-Farber Cancer Institute for their contributions to designing, implementing, and running this project. Twitter : @ASCa_project Facebook : Angiosarcoma Project Working Group Email : [email protected] Phone : 857-500-6264 Patients have been involved from day 1 in conceiving, designing, implementing, testing, and refining this project. Patients have been partners in this project from the beginning. 98% submitted the 20-question survey 96% response rate to each question (all are optional) 294 participants have provided detailed clinical and demographic data, including information on treatments and responses 260 patients have consented to share medical records and allow next-generation sequencing on their tumor & saliva samples. 151 have returned saliva samples, 42 have returned blood biopsies Disease Characteristics: Dates of initial diagnosis Primary site(s) Recurrence site(s) Other cancers Treatment Response: Questions about treatment modalities (therapies/surgeries/ radiation) Free text about treatments Demographics: Year of birth Race and ethnicity Free text about anything additional Preliminary Sequencing Results IRB approval for Pilot 1/6/17 First 10 saliva kits mailed 1/19/17 First SoMe of pts with saliva kits 1/26/17 First saliva kit arrived at Broad 2/1/17 First med record obtained 2/15/17 Public launch 63 pts day 1 3/13/17 First tissue arrived at Broad 3/16/17 First blood biopsy kit received 4/24/17 85% of U.S. cancer patients are treated in the community setting Sarcomas are only 1% of cancers; 80 angiosarcoma pts total in1 yr at DFCI, MGH & BWH Advocacy Partners When I saw the delivery, I cried ~ I’m so excited to be part of this genomics project for angiosarcoma. It’s a privilege. Let patients benefit from what is learned from this research ~ Pepperrell, MA Like electing people to the school board who never had children, or building a retirement community without input from retired people. You have walked in our shoes by asking for our input. ~ Kernersville, NC I see my daughter in this research and it’s both heartbreaking and makes me proud that she wanted to be a part of the solution and give back. ~ Marlborough, MA I didn’t choose this cancer. It chose me! And since it did, we are continuously mounting a large and dedicated war against it! ~ Lansing, MI A direct-to-patient approach using social media & patient/advocate partnerships enabled rapid identification of large numbers of angiosarcoma patients willing to share tumors, blood, saliva, and medical records. Remote acquisition and sequencing of patient samples from the USA and Canada is feasible and ongoing. Genomic analysis of saliva and cell free DNA from blood biopsies to study resistance, tumor evolution, and heterogeneity is underway. All de-identified clinically-annotated genomic data from 14 samples from 12 patients are now publicly available. This study may serve as a model for patient-driven research in other cancer types. This study serves as proof of principle that direct-to-patient genomics efforts can democratize cancer research for exceedingly rare cancers, which to date have been understudied. Scan to view ASCproject data on cBioPortal.org: Angiosarcoma (AS) is an exceedingly rare soK *ssue sarcoma, with an incidence of 300 cases/yr and a 5-year disease-specific survival of 30%. The low incidence has impeded large-scale research efforts that may lead to improved clinical outcomes. To address this, we launched a na*onwide clinical-genomics study in order to empower pa*ents to accelerate research by sharing their clinical informa*on and samples remotely. Pa*ents can access the study through an online portal (ASCproject.org). Enrolled pa*ents are mailed saliva and blood draw kits. The study team obtains medical records and stored FFPE tumor samples. All received FFPE samples are examined by an expert pathologist to confirm a diagnosis of angiosarcoma. In order to validate that our processes would enable the genera*on of a robust dataset from *ssues acquired from mul*ple ins*tu*ons, we sought to characterize previously described genes known to be altered in angiosarcoma (e.g., TP53, NF1, KDR, BRCA2, MET, ARID1A, POT1, BRCA1, ASXL1, KDM6A, BRAF, SETD2, PTPRB, NRAS). A total of 251 pa*ents have enrolled since the project launched in March of 2017. Primary loca*ons of AS are primary breast 59 (25%), breast with prior radia*on 45 (19%), head/face/neck/scalp 52 (22%), bone/limb 26 (11%), abdomen 5 (2%), heart 5 (2%), lung 2 (1%), liver 1 (1%), lymph 1 (0.4%), mul*ple loca*ons 25 (11%), and other loca*ons 12 (5%); 107 (52%) reported being disease free at the *me of enrollment. To date, we have received 129 saliva kits, 106 medical records, 19 blood samples, and 36 *ssue samples. Whole-exome sequencing (WES) was performed on 21 FFPE/saliva matched pairs with a goal mean target coverage of 150x for tumors. Ultra-low pass whole-genome sequencing (0.1x) was performed on cell free DNA (cfDNA) from plasma in order to determine tumor frac*on. Of 10 cfDNA samples sequenced, 4 samples met criteria to perform WES. Addi*onally, transcriptome sequencing was performed on 9 FFPE samples. Sequence data processing and analysis has been completed on the first 10 samples and is in progress for the subsequent samples. Altera*ons were detected in genes previously described to be affected in angiosarcoma. Recurrent muta*ons in TP53 were detected in 50% (5/10) of analyzed samples, comprising 3 missense muta*ons, 1 frameshiK dele*on, and 1 frameshiK inser*on. Altera*ons were seen in at least one sample in all other genes selected for this ini*al analysis. This ini*a*ve demonstrates the feasibility of studying *ssues from geographically dispersed pa*ents and serves as proof of concept that pa*ent-driven genomics efforts can democra*ze research for exceedingly rare cancers. Enrollment is s*ll in progress, and addi*onal samples will be sequenced and analyzed at scale. The data generated from these studies will be deposited into the public domain in six-month intervals. Loved One Survey Data Technology, social media, and cultural changes now provide a new opportunity to engage cancer patients and directly partner with them in this research ASCproject.org enables patients in the US and Canada to participate directly in genomics research regardless of where they live Pilot Phase Cumulative Enrollment Saliva Kits Received Blood Bx Received Sites of Spread (N=261) Spread Loca>on Count Lung 64 Liver 42 Bone/Limb 26 Abdominal 24 Brain 23 Lymph 23 Spleen 17 Don't Know 15 Heart 7 Head/Face/Neck/Scalp 6 No Spread 6 Not Reported 6 Breast 1 Other 1 6 Institutions with > = 10 pts (117 pts total) 226 Institutions with only 1 pt represented Counts Fractions MDAE57 MDAE6G MDADXW MDAE3X MDADIT MDAE1F MDADGX MDAE4K MDADTI MDADRM MDACKI ME76O4 MDADQD ME76MF MDADWN MDAE22 ME76O8 MDADLY MDADSQ MDADKP ME76O5 MDAE2O 0 250 500 750 1000 0.00 0.25 0.50 0.75 1.00 Signature Activities ASCproject.org enabled the upcoming launch of GECproject.org A B C March 2018 Each Sankey Diagram details the primary site and sites of spread of angiosarcoma as reported through the Loved One Survey on behalf of someone who died First data release on cBioPortal.org A Co-occurrence of Genomic Alterations in Angiosarcoma Samples B Distribution of Signature Scores per Sample C Distribution of Genomic Alterations in Angiosarcoma Cohort Sig. 1+6: Age/MMR Other Sig. Sig. 7: UV light Breast, 70, 24% Head/Face/Neck/ Scalp, 63, 21% Breast (previous radia>on), 58, 20% Mul>ple, 31, 11% Bone/Limb, 27, 9% Other, 14, 5% Heart, 10, 3% Abdominal, 8, 3% Liver, 5, 2% Lung, 4, 1% Spleen, 3, 1% Lymph, 1, 0% Angiosarcoma Diagnosis Location (N=294) 24 21 20 16 15 13

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Page 1: The Angiosarcoma Project: Generating the genomic landscape ...genomics.broadinstitute.org/data-sheets/Angio AACR 2018-ForPrint (2).pdf · Angiosarcoma (AS) is an exceedingly rare

MichaelDunphy,EshaJain,ElanaAnastasio,MaryMcGillicuddy,RachelStoddard,BeenaThomas,SaraBalch,Kris>nAnderka,Ka>eLarkin,NiallLennon,Yen-LinChen,AndrewZimmer,EsmeBaker,SimoneMaiwald,JenHendrey,JasonHornick,ChandrajitP.Raut,GeorgeDemetri,EricLander,ToddGolub,NikhilWagle,CorriePainter

BroadIns*tuteofMITandHarvard,Cambridge,MA;Dana-FarberCancerIns*tute,Boston,MA;Massachuse@sGeneralHospital,Boston,MA;BrighamandWomen’sHospital,Boston,MA

The Angiosarcoma Project: Generating the genomic landscape of an exceedingly rare cancer through a nationwide patient-driven initiative

 

Abstract

Summary and Conclusions

The Patient Voice

Acknowledgements

Most tumor samples have not been readily available for study!

Only 5% of U.S. cancer patients are enrolled in

clinical trials!

Challenges of Studying Rare Patient Tumor Samples

Partnering Directly with Patients

And the Angiosarcoma Facebook group founded by Lauren Ryan, along with countless patients who have worked with us to develop

and implement this project.

ApproachOnline

ConsentMedical History

Tissue, Blood, Saliva

GenomicAnalysis

Reporting / Data Sharing

Electronic consent form asks for permission to obtain tumor tissue, blood, saliva, and medical records

Medical records are obtained by the study team and centrally reviewed and abstracted

Tumor blocks are requested from local pathology depts by the study team. Patients are sent saliva and blood kits

Patient specimens are characterized by ultra-low pass whole genome sequencing, whole exome sequencing and transcriptome sequencing

DataInterpretation

Genomic data is interpreted in the context of clinical data at the individual level and in aggregate across similar patients

De-identified genomic / clinical data shared widely with the research community. Overall findings regularly communicated directly to patients

GOAL: To empower patients and their families to accelerate research through sharing samples and clinical information

Over 300 women and men with angiosarcoma from 39 states have joined the ASCproject since our launch in March of 2017. Over 115 people have filled out information on behalf of a loved one who died from angiosarcoma

Participation in The Angiosarcoma Project to Date

We are grateful to all the patients with angiosarcoma cancer who are participating & have contributed their voices to this project.We thank the many patients, advocates, and advocacy groups who have worked with us to develop and implement this project.We thank our colleagues at the Broad Institute and Dana-Farber Cancer Institute for their contributions to designing, implementing, and running this project.

Twitter: @ASCa_project Facebook: Angiosarcoma Project Working Group Email: [email protected] Phone: 857-500-6264

Patients have been involved from day 1 in conceiving, designing, implementing, testing, and refining this project. Patients have been partners in this project from the beginning.

98% submitted the 20-question survey

96% response rate to each question (all are optional)

294 participants have provided detailed clinical and demographic data, including information on treatments and responses

260 patients have consented to share medical records and allow next-generation sequencing on their tumor & saliva samples. 151 have returned saliva samples, 42 have returned blood biopsies

Disease Characteristics:•  Dates of initial diagnosis•  Primary site(s)•  Recurrence site(s)•  Other cancers

Treatment Response:•  Questions about treatment

modalities (therapies/surgeries/radiation)

•  Free text about treatments

Demographics:•  Year of birth•  Race and ethnicity

Free text about anything additional

Preliminary Sequencing Results

IRB approval for Pilot

1/6/17

First 10 saliva kits mailed

1/19/17

First SoMe of pts with saliva kits

1/26/17

First saliva kit arrived at Broad

2/1/17

First med record obtained

2/15/17

Public launch63 pts day 1

3/13/17

First tissue arrived at Broad

3/16/17

First blood biopsy kit received

4/24/17

85% of U.S. cancer patients are treated in

the community setting!

Sarcomas are only 1% of cancers; 80 angiosarcoma pts total in1 yr at DFCI,

MGH & BWH!

Advocacy Partners

When I saw the delivery, I cried ~ I’m so excited to be part of this genomics project for angiosarcoma. It’s a privilege. Let patients benefit from what is learned from this research ~ Pepperrell, MA !

Like electing people to the school board who never had children, or building a retirement community without input from retired people. You have walked in our shoes by asking for our input. ~ Kernersville, NC!

I see my daughter in this research and it’s both heartbreaking and makes me proud that she wanted to be a part of the solution and give back.!~ Marlborough, MA

I didn’t choose this cancer. It chose me! And since it did, we are continuously mounting a large and dedicated war against it!~ Lansing, MI !

•  A direct-to-patient approach using social media & patient/advocate partnerships enabled rapid identification of large numbers of angiosarcoma patients willing to share tumors, blood, saliva, and medical records.

•  Remote acquisition and sequencing of patient samples from the USA and Canada is feasible and ongoing.

•  Genomic analysis of saliva and cell free DNA from blood biopsies to study resistance, tumor evolution, and heterogeneity is underway.

•  All de-identified clinically-annotated genomic data from 14 samples from 12 patients are now publicly available.

•  This study may serve as a model for patient-driven research in other cancer types.•  This study serves as proof of principle that direct-to-patient genomics efforts can democratize cancer

research for exceedingly rare cancers, which to date have been understudied.

ScantoviewASCprojectdataoncBioPortal.org:

Angiosarcoma(AS)isanexceedinglyraresoK*ssuesarcoma,withanincidenceof300cases/yranda5-yeardisease-specificsurvivalof30%.Thelowincidencehasimpededlarge-scaleresearcheffortsthatmayleadtoimprovedclinicaloutcomes.Toaddressthis,welaunchedana*onwideclinical-genomicsstudyinordertoempowerpa*entstoaccelerateresearchbysharingtheirclinicalinforma*onandsamplesremotely.Pa*entscanaccessthestudythroughanonlineportal(ASCproject.org).Enrolledpa*entsaremailedsalivaandblooddrawkits.ThestudyteamobtainsmedicalrecordsandstoredFFPEtumorsamples.AllreceivedFFPEsamplesareexaminedbyanexpertpathologisttoconfirmadiagnosisofangiosarcoma.Inordertovalidatethatourprocesseswouldenablethegenera*onofarobustdatasetfrom*ssuesacquiredfrommul*pleins*tu*ons,wesoughttocharacterizepreviouslydescribedgenesknowntobealteredinangiosarcoma(e.g.,TP53,NF1,KDR,BRCA2,MET,ARID1A,POT1,BRCA1,ASXL1,KDM6A,BRAF,SETD2,PTPRB,NRAS).Atotalof251pa*entshaveenrolledsincetheprojectlaunchedinMarchof2017.Primaryloca*onsofASareprimarybreast59(25%),breastwithpriorradia*on45(19%),head/face/neck/scalp52(22%),bone/limb26(11%),abdomen5(2%),heart5(2%),lung2(1%),liver1(1%),lymph1(0.4%),mul*pleloca*ons25(11%),andotherloca*ons12(5%);107(52%)reportedbeingdiseasefreeatthe*meofenrollment.Todate,wehavereceived129salivakits,106medicalrecords,19bloodsamples,and36*ssuesamples.Whole-exomesequencing(WES)wasperformedon21FFPE/salivamatchedpairswithagoalmeantargetcoverageof150xfortumors.Ultra-lowpasswhole-genomesequencing(0.1x)wasperformedoncellfreeDNA(cfDNA)fromplasmainordertodeterminetumorfrac*on.Of10cfDNAsamplessequenced,4samplesmetcriteriatoperformWES.Addi*onally,transcriptomesequencingwasperformedon9FFPEsamples.Sequencedataprocessingandanalysishasbeencompletedonthefirst10samplesandisinprogressforthesubsequentsamples.Altera*onsweredetectedingenespreviouslydescribedtobeaffectedinangiosarcoma.Recurrentmuta*onsinTP53weredetectedin50%(5/10)ofanalyzedsamples,comprising3missensemuta*ons,1frameshiKdele*on,and1frameshiKinser*on.Altera*onswereseeninatleastonesampleinallothergenesselectedforthisini*alanalysis.Thisini*a*vedemonstratesthefeasibilityofstudying*ssuesfromgeographicallydispersedpa*entsandservesasproofofconceptthatpa*ent-drivengenomicseffortscandemocra*zeresearchforexceedinglyrarecancers.Enrollmentiss*llinprogress,andaddi*onalsampleswillbesequencedandanalyzedatscale.Thedatageneratedfromthesestudieswillbedepositedintothepublicdomaininsix-monthintervals.

Loved One Survey Data

Technology, social media, and cultural changes now provide a new opportunity

to engage cancer patients and directly partner with them in this research!

ASCproject.org enables patients in the US and Canada to participate directly in genomics research regardless of where they live!

Pilot Phase

Cumulative Enrollment

Saliva Kits Received

Blood Bx Received

SitesofSpread(N=261)SpreadLoca>on CountLung 64Liver 42Bone/Limb 26Abdominal 24Brain 23Lymph 23Spleen 17Don'tKnow 15Heart 7Head/Face/Neck/Scalp 6NoSpread 6NotReported 6Breast 1Other 1

6 Institutions with > = 10 pts (117 pts total)

226 Institutions with only 1 pt represented

Counts

Fra

ctio

ns

Angio−ASCProject_0098−Tumor−SM−DAE57

Angio−ASCProject_0134−Tumor−SM−DAE6G

Angio−ASCProject_0113−Tumor−SM−DADXW

Angio−ASCProject_0055−Tumor−SM−DAE3X

Angio−ASCProject_0059−Tumor−SM−DADIT

Angio−ASCProject_0007−Tumor−SM−DAE1F

Angio−ASCProject_0026−Tumor−SM−DADGX

Angio−ASCProject_0167−Tumor−SM−DAE4K

Angio−ASCProject_0167−Tumor−SM−DADTI

Angio−ASCProject_0067−Tumor−SM−DADRM

Angio−ASCProject_0179−Tumor−SM−DACKI

Angio−ASCProject_0006−Tumor−SM−E76O4

Angio−ASCProject_0003−Tumor−SM−DADQD

Angio−ASCProject_0145−Tumor−SM−E76MF

Angio−ASCProject_0164−Tumor−SM−DADWN

Angio−ASCProject_0167−Tumor−SM−DAE22

Angio−ASCProject_0026−Tumor−SM−E76O8

Angio−ASCProject_0011−Tumor−SM−DADLY

Angio−ASCProject_0030−Tumor−SM−DADSQ

Angio−ASCProject_0066−Tumor−SM−DADKP

Angio−ASCProject_0044−Tumor−SM−E76O5

Angio−ASCProject_0007−Tumor−SM−DAE2O

0

250

500

750

1000

0.00

0.25

0.50

0.75

1.00

Samples

Sig

na

ture

Activitie

s

factor(Signature) W1 W2 W3

Siganture Activities in ASC_all

ASCproject.org enabled the upcoming launch of GECproject.org

A B C

March 2018

EachSankeyDiagramdetailstheprimarysiteandsitesofspreadofangiosarcomaasreportedthroughtheLovedOneSurveyonbehalfofsomeonewhodied

First data release on cBioPortal.org

A Co-occurrence of Genomic Alterations in Angiosarcoma Samples B Distribution of Signature Scores per Sample

C Distribution of Genomic Alterations in Angiosarcoma Cohort

Sig. 1+6: Age/MMROther Sig.

Sig. 7: UV light

Breast,70,24%

Head/Face/Neck/Scalp,63,21%

Breast(previousradia>on),58,

20%

Mul>ple,31,11%

Bone/Limb,27,9%

Other,14,5%

Heart,10,3%

Abdominal,8,3%Liver,5,2%

Lung,4,1%

Spleen,3,1% Lymph,1,0%

Angiosarcoma Diagnosis Location (N=294)

2421

2016 15 13