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Genomic Profiling of Childhood Tumor Patient-Derived Xenograft Models to Enable Rational Clinical Trial Design

70 Pages Posted: 6 May 2019 Publication Status: Published

See all articles by Jo Lynne Rokita

Jo Lynne Rokita

University of Pennsylvania - Children's Hospital of Philadelphia

Komal S. Rathi

University of Pennsylvania - The Center for Data Driven Discovery in Biomedicine

Maria F. Cardenas

Baylor College of Medicine - Human Genome Sequencing Center

Kristen A. Upton

Children's Hospital of Philadelphia - Division of Oncology

Joy Jayaseelan

Baylor University - Human Genome Sequencing Center

Katherine L. Cross

Guardian Forensic Sciences

Jacob Pfeil

University of California, Santa Cruz - Genomics Institute

Laura E. Ritenour

Children's Hospital of Philadelphia - Division of Oncology

Apexa Modi

Children's Hospital of Philadelphia - Division of Oncology

Alvin Farrel

Children’s Hospital of Philadelphia - Division of Oncology; Children’s Hospital of Philadelphia - Center for Childhood Cancer Research

Gregory P. Way

University of Pennsylvania - Genomics and Computational Biology Graduate Group

Nathan M. Kendsersky

Children's Hospital of Philadelphia - Division of Oncology

Khushbu Patel

Children's Hospital of Philadelphia - Department of Bioinformatics and Health Informatics

Gonzalo Lopez

Children's Hospital of Philadelphia - Division of Oncology

Zalman Vaksman

Children's Hospital of Philadelphia - Department of Bioinformatics and Health Informatics

Chelsea Mayoh

University of New South Wales (UNSW) - Children's Cancer Institute

Jonas Nance

Texas Tech University - Cancer Center

Kristyn Mccoy

Texas Tech University - Cancer Center

Michelle Haber

University of New South Wales (UNSW) - Children's Cancer Institute

Kathryn Evans

University of New South Wales (UNSW) - Children's Cancer Institute

Hannah McCalmont

University of New South Wales (UNSW) - Children's Cancer Institute

Katerina Bendak

University of New South Wales (UNSW) - Children's Cancer Institute

Julia W. Böhm

University of New South Wales (UNSW) - Children's Cancer Institute

Glenn M. Marshall

Sydney Children's Hospital; University of New South Wales (UNSW)

Vanessa Tyrrell

Children's Cancer Institute

Karthik Kalletla

Children's Hospital of Philadelphia - Department of Bioinformatics and Health Informatics

Frank K. Braun

Baylor University - Texas Children's Cancer and Hematology Center

Lin Qi

Baylor University - Preclinical Neurooncology Research Program

Yunchen Du

Baylor University - Preclinical Neurooncology Research Program

Huiyuan Zhang

Baylor University - Preclinical Neurooncology Research Program

Holly B. Lindsay

Baylor University - Preclinical Neurooncology Research Program

Sibo Zhao

Baylor University - Preclinical Neurooncology Research Program

Jack Shu

Baylor University - Preclinical Neurooncology Research Program

Patricia Baxter

Baylor University - Preclinical Neurooncology Research Program

Christopher Morton

St. Jude Children’s Research Hospital - Department of Surgery

Dias Kurmashev

University of Texas at San Antonio, Health Science Center, Greehey Children's Cancer Research Institute

Siyuan Zheng

University of Texas at San Antonio, Health Science Center, Greehey Children's Cancer Research Institute

Yidong Chen

University of Texas at San Antonio, Health Science Center, Greehey Children's Cancer Research Institute

Jay Bowen

Research Institute at Nationwide Children's Hospital

Anthony C. Bryan

Research Institute at Nationwide Children's Hospital

Kristen M. Leraas

Research Institute at Nationwide Children's Hospital

Sara E. Coppens

Research Institute at Nationwide Children's Hospital

HarshaVardhan Doddapaneni

Baylor University - Human Genome Sequencing Center

Zeineen Momin

Baylor University - Human Genome Sequencing Center

Wendong Zhang

University of Texas at Houston - Division of Pediatrics

Gregory I. Sacks

University of Pennsylvania - Division of Oncology

Lori S. Hart

University of Pennsylvania - Division of Oncology

Kateryna Krytska

University of Pennsylvania - Division of Oncology

Yael P. Mosse

University of Pennsylvania - Division of Oncology

Gregory J. Gatto

RTI International - Department of Global Health Technologies

Yolanda Sanchez

Dartmouth College - Department of Molecular and Systems Biology

Casey S. Greene

Alex's Lemonade Stand Foundation - Childhood Cancer Data Lab

Sharon J. Diskin

University of Pennsylvania - Division of Oncology

Olena Morozova Vaske

University of California, Santa Cruz - Department of Molecular, Cell, and Developmental Biology

David Haussler

University of California, Santa Cruz - Howard Hughes Medical Institute

Julie M. Gastier-Foster

Nationwide Children's Hospital

E. Anders Kolb

University of California, Santa Cruz - Howard Hughes Medical Institute

Richard Gorlick

University of Texas at Houston - Division of Pediatrics

Xiao-Nan Li

Baylor University - Preclinical Neurooncology Research Program

C. Patrick Reynolds

Texas Tech University - Cancer Center

Raushan T. Kurmasheva

University of Texas at San Antonio, Health Science Center, Greehey Children's Cancer Research Institute

Peter J. Houghton

University of Texas at San Antonio, Health Science Center, Greehey Children's Cancer Research Institute

Malcolm A. Smith

Government of the United States of America - National Cancer Institute

Richard B. Lock

University of New South Wales (UNSW)

Pichai Raman

Children’s Hospital of Philadelphia - Department of Biomedical and Health Informatics; Children’s Hospital of Philadelphia - The Center for Data Driven Discovery in Biomedicine

David A. Wheeler

Wildman Harrold

John M. Maris

Children’s Hospital of Philadelphia - Division of Oncology; Children’s Hospital of Philadelphia - Center for Childhood Cancer Research; University of Pennsylvania - Perelman School of Medicine

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Abstract

Accelerating cures for children with cancer remains an immediate challenge due to extensive oncogenic heterogeneity between and within histologies, distinct molecular mechanisms evolving between diagnosis and relapsed disease, and limited therapeutic options. To systematically prioritize and rationally test novel agents in preclinical murine models, researchers within the Pediatric Preclinical Testing Consortium are continuously developing patient-derived xenografts (PDXs) from high-risk childhood cancers, many refractory to current standard-of-care treatments. Here, we genomically characterize 261 PDX models from 29 unique pediatric cancer malignancies and demonstrate faithful recapitulation of histologies, subtypes, and refine our understanding of relapsed disease. Expression and mutational signatures are used to classify tumors for TP53 and NF1 inactivation, as well as impaired DNA repair. We anticipate that these data will serve as a resource for pediatric oncology drug development and guide rational clinical trial design for children with cancer.

Keywords: Pediatric cancer, patient-derived xenograft, relapse, whole exome sequencing, transcriptome sequencing, copy number profiling, preclinical testing, classifier

Suggested Citation

Rokita, Jo Lynne and Rathi, Komal S. and Cardenas, Maria F. and Upton, Kristen A. and Jayaseelan, Joy and Cross, Katherine L. and Pfeil, Jacob and Ritenour, Laura E. and Modi, Apexa and Farrel, Alvin and Way, Gregory P. and Kendsersky, Nathan M. and Patel, Khushbu and Lopez, Gonzalo and Vaksman, Zalman and Mayoh, Chelsea and Nance, Jonas and Mccoy, Kristyn and Haber, Michelle and Evans, Kathryn and McCalmont, Hannah and Bendak, Katerina and Böhm, Julia W. and Marshall, Glenn M. and Tyrrell, Vanessa and Kalletla, Karthik and Braun, Frank K. and Qi, Lin and Du, Yunchen and Zhang, Huiyuan and Lindsay, Holly B. and Zhao, Sibo and Shu, Jack and Baxter, Patricia and Morton, Christopher and Kurmashev, Dias and Zheng, Siyuan and Chen, Yidong and Bowen, Jay and Bryan, Anthony C. and Leraas, Kristen M. and Coppens, Sara E. and Doddapaneni, HarshaVardhan and Momin, Zeineen and Zhang, Wendong and Sacks, Gregory I. and Hart, Lori S. and Krytska, Kateryna and Mosse, Yael P. and Gatto, Gregory J. and Sanchez, Yolanda and Greene, Casey S. and Diskin, Sharon J. and Morozova Vaske, Olena and Haussler, David and Gastier-Foster, Julie M. and Kolb, E. Anders and Gorlick, Richard and Li, Xiao-Nan and Reynolds, C. Patrick and Kurmasheva, Raushan T. and Houghton, Peter J. and Smith, Malcolm A. and Lock, Richard B. and Raman, Pichai and Wheeler, David A. and Maris, John M., Genomic Profiling of Childhood Tumor Patient-Derived Xenograft Models to Enable Rational Clinical Trial Design (April 24, 2019). Available at SSRN: https://ssrn.com/abstract=3377367 or http://dx.doi.org/10.2139/ssrn.3377367
This version of the paper has not been formally peer reviewed.

Jo Lynne Rokita

University of Pennsylvania - Children's Hospital of Philadelphia

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Komal S. Rathi

University of Pennsylvania - The Center for Data Driven Discovery in Biomedicine ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Maria F. Cardenas

Baylor College of Medicine - Human Genome Sequencing Center ( email )

One Baylor Plaza
Apt 510
Houston, TX 77057
United States

Kristen A. Upton

Children's Hospital of Philadelphia - Division of Oncology ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Joy Jayaseelan

Baylor University - Human Genome Sequencing Center ( email )

One Baylor Plaza
Apt 510
Houston, TX 77057
United States

Katherine L. Cross

Guardian Forensic Sciences ( email )

United States

Jacob Pfeil

University of California, Santa Cruz - Genomics Institute ( email )

1156 High St
Santa Cruz, CA
United States

Laura E. Ritenour

Children's Hospital of Philadelphia - Division of Oncology ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Apexa Modi

Children's Hospital of Philadelphia - Division of Oncology ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Alvin Farrel

Children’s Hospital of Philadelphia - Division of Oncology

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Children’s Hospital of Philadelphia - Center for Childhood Cancer Research

34th St and Civic Center Blvd
Philadelphia, PA 19104
United States

Gregory P. Way

University of Pennsylvania - Genomics and Computational Biology Graduate Group ( email )

United States

Nathan M. Kendsersky

Children's Hospital of Philadelphia - Division of Oncology ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Khushbu Patel

Children's Hospital of Philadelphia - Department of Bioinformatics and Health Informatics

United States

Gonzalo Lopez

Children's Hospital of Philadelphia - Division of Oncology

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Zalman Vaksman

Children's Hospital of Philadelphia - Department of Bioinformatics and Health Informatics ( email )

United States

Chelsea Mayoh

University of New South Wales (UNSW) - Children's Cancer Institute ( email )

Sydney, NSW 2052
Australia

Jonas Nance

Texas Tech University - Cancer Center ( email )

United States

Kristyn Mccoy

Texas Tech University - Cancer Center ( email )

United States

Michelle Haber

University of New South Wales (UNSW) - Children's Cancer Institute ( email )

Sydney, NSW 2052
Australia

Kathryn Evans

University of New South Wales (UNSW) - Children's Cancer Institute

Sydney, NSW 2052
Australia

Hannah McCalmont

University of New South Wales (UNSW) - Children's Cancer Institute ( email )

Sydney, NSW 2052
Australia

Katerina Bendak

University of New South Wales (UNSW) - Children's Cancer Institute ( email )

Sydney, NSW 2052
Australia

Julia W. Böhm

University of New South Wales (UNSW) - Children's Cancer Institute ( email )

Sydney, NSW 2052
Australia

Glenn M. Marshall

Sydney Children's Hospital

Randwick
Australia

University of New South Wales (UNSW)

Kensington
High St
Sydney, NSW 2052
Australia

Vanessa Tyrrell

Children's Cancer Institute ( email )

Sydney, NSW 2052
Australia

Karthik Kalletla

Children's Hospital of Philadelphia - Department of Bioinformatics and Health Informatics ( email )

United States

Frank K. Braun

Baylor University - Texas Children's Cancer and Hematology Center

Houston, TX 77030
United States

Lin Qi

Baylor University - Preclinical Neurooncology Research Program

Houston, TX 77030
United States

Yunchen Du

Baylor University - Preclinical Neurooncology Research Program ( email )

Houston, TX 77030
United States

Huiyuan Zhang

Baylor University - Preclinical Neurooncology Research Program ( email )

Houston, TX 77030
United States

Holly B. Lindsay

Baylor University - Preclinical Neurooncology Research Program ( email )

Houston, TX 77030
United States

Sibo Zhao

Baylor University - Preclinical Neurooncology Research Program ( email )

Houston, TX 77030
United States

Jack Shu

Baylor University - Preclinical Neurooncology Research Program ( email )

Houston, TX 77030
United States

Patricia Baxter

Baylor University - Preclinical Neurooncology Research Program ( email )

Houston, TX 77030
United States

Christopher Morton

St. Jude Children’s Research Hospital - Department of Surgery ( email )

Memphis, TN 38105
United States

Dias Kurmashev

University of Texas at San Antonio, Health Science Center, Greehey Children's Cancer Research Institute ( email )

One UTSA Circle
San Antonio, TX 78249
United States

Siyuan Zheng

University of Texas at San Antonio, Health Science Center, Greehey Children's Cancer Research Institute ( email )

One UTSA Circle
San Antonio, TX 78249
United States

Yidong Chen

University of Texas at San Antonio, Health Science Center, Greehey Children's Cancer Research Institute ( email )

One UTSA Circle
San Antonio, TX 78249
United States

Jay Bowen

Research Institute at Nationwide Children's Hospital ( email )

Columbus, OH 43205
United States

Anthony C. Bryan

Research Institute at Nationwide Children's Hospital ( email )

Columbus, OH 43205
United States

Kristen M. Leraas

Research Institute at Nationwide Children's Hospital ( email )

Columbus, OH 43205
United States

Sara E. Coppens

Research Institute at Nationwide Children's Hospital ( email )

Columbus, OH 43205
United States

HarshaVardhan Doddapaneni

Baylor University - Human Genome Sequencing Center ( email )

One Baylor Plaza
Apt 510
Houston, TX 77057
United States

Zeineen Momin

Baylor University - Human Genome Sequencing Center ( email )

One Baylor Plaza
Apt 510
Houston, TX 77057
United States

Wendong Zhang

University of Texas at Houston - Division of Pediatrics

Houston, TX 77030
United States

Gregory I. Sacks

University of Pennsylvania - Division of Oncology ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Lori S. Hart

University of Pennsylvania - Division of Oncology ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Kateryna Krytska

University of Pennsylvania - Division of Oncology ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Yael P. Mosse

University of Pennsylvania - Division of Oncology ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Gregory J. Gatto

RTI International - Department of Global Health Technologies ( email )

Research Triangle Park, NC 27709
United States

Yolanda Sanchez

Dartmouth College - Department of Molecular and Systems Biology ( email )

Hanover, NH 03755
United States

Casey S. Greene

Alex's Lemonade Stand Foundation - Childhood Cancer Data Lab ( email )

Philadelphia, PA 19102
United States

Sharon J. Diskin

University of Pennsylvania - Division of Oncology ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Olena Morozova Vaske

University of California, Santa Cruz - Department of Molecular, Cell, and Developmental Biology ( email )

Santa Cruz, CA 95064
United States

David Haussler

University of California, Santa Cruz - Howard Hughes Medical Institute ( email )

Santa Cruz, CA 95604
United States

Julie M. Gastier-Foster

Nationwide Children's Hospital

700 Children's Dr.
Columbus, OH 43205
United States

E. Anders Kolb

University of California, Santa Cruz - Howard Hughes Medical Institute ( email )

Santa Cruz, CA 95604
United States

Richard Gorlick

University of Texas at Houston - Division of Pediatrics ( email )

Houston, TX 77030
United States

Xiao-Nan Li

Baylor University - Preclinical Neurooncology Research Program ( email )

Houston, TX 77030
United States

C. Patrick Reynolds

Texas Tech University - Cancer Center ( email )

United States

Raushan T. Kurmasheva

University of Texas at San Antonio, Health Science Center, Greehey Children's Cancer Research Institute ( email )

One UTSA Circle
San Antonio, TX 78249
United States

Peter J. Houghton

University of Texas at San Antonio, Health Science Center, Greehey Children's Cancer Research Institute

One UTSA Circle
San Antonio, TX 78249
United States

Malcolm A. Smith

Government of the United States of America - National Cancer Institute

9609 Medical Center Drive
Rockville, MD 20850
United States

Richard B. Lock

University of New South Wales (UNSW)

Kensington
High St
Sydney, NSW 2052
Australia

Pichai Raman

Children’s Hospital of Philadelphia - Department of Biomedical and Health Informatics

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Children’s Hospital of Philadelphia - The Center for Data Driven Discovery in Biomedicine

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

David A. Wheeler

Wildman Harrold ( email )

225 W. Wacker Drive, Suite 3000
Chicago, IL 60606
United States

HOME PAGE: http://www.wildman.com

John M. Maris (Contact Author)

Children’s Hospital of Philadelphia - Division of Oncology ( email )

34th Street and Civic Center Boulevard
Philadelphia, PA 19104-4399
United States

Children’s Hospital of Philadelphia - Center for Childhood Cancer Research ( email )

34th St and Civic Center Blvd
Philadelphia, PA 19104
United States

University of Pennsylvania - Perelman School of Medicine ( email )

423 Guardian Drive
Philadelphia, PA 19104
United States

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