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Corrie BD, Marthandan N, Zimonja B, Jaglale J, Zhou Y, Barr E, Knoetze N, Breden FMW, Christley S, Scott JK, Cowell LG, Breden F. iReceptor: A platform for querying and analyzing antibody/B-cell and T-cell receptor repertoire data across federated repositories. Immunol Rev 2019; 284:24-41. [PMID: 29944754 DOI: 10.1111/imr.12666] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Next-generation sequencing allows the characterization of the adaptive immune receptor repertoire (AIRR) in exquisite detail. These large-scale AIRR-seq data sets have rapidly become critical to vaccine development, understanding the immune response in autoimmune and infectious disease, and monitoring novel therapeutics against cancer. However, at present there is no easy way to compare these AIRR-seq data sets across studies and institutions. The ability to combine and compare information for different disease conditions will greatly enhance the value of AIRR-seq data for improving biomedical research and patient care. The iReceptor Data Integration Platform (gateway.ireceptor.org) provides one implementation of the AIRR Data Commons envisioned by the AIRR Community (airr-community.org), an initiative that is developing protocols to facilitate sharing and comparing AIRR-seq data. The iReceptor Scientific Gateway links distributed (federated) AIRR-seq repositories, allowing sequence searches or metadata queries across multiple studies at multiple institutions, returning sets of sequences fulfilling specific criteria. We present a review of the development of iReceptor, and how it fits in with the general trend toward sharing genomic and health data, and the development of standards for describing and reporting AIRR-seq data. Researchers interested in integrating their repositories of AIRR-seq data into the iReceptor Platform are invited to contact support@ireceptor.org.
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Affiliation(s)
- Brian D Corrie
- The IRMACS Centre, Simon Fraser University, Burnaby, BC, Canada
| | - Nishanth Marthandan
- The IRMACS Centre, Simon Fraser University, Burnaby, BC, Canada.,Deptartment of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - Bojan Zimonja
- The IRMACS Centre, Simon Fraser University, Burnaby, BC, Canada
| | - Jerome Jaglale
- The IRMACS Centre, Simon Fraser University, Burnaby, BC, Canada
| | - Yang Zhou
- The IRMACS Centre, Simon Fraser University, Burnaby, BC, Canada
| | - Emily Barr
- The IRMACS Centre, Simon Fraser University, Burnaby, BC, Canada
| | - Nicole Knoetze
- The IRMACS Centre, Simon Fraser University, Burnaby, BC, Canada
| | | | - Scott Christley
- Department of Clinical Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Jamie K Scott
- Deptartment of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Lindsay G Cowell
- Department of Clinical Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Felix Breden
- The IRMACS Centre, Simon Fraser University, Burnaby, BC, Canada.,Department of Biological Sciences, Simon Fraser University, Burnaby, BC, Canada
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Grande BM, Gerhard DS, Jiang A, Griner NB, Abramson JS, Alexander TB, Allen H, Ayers LW, Bethony JM, Bhatia K, Bowen J, Casper C, Choi JK, Culibrk L, Davidsen TM, Dyer MA, Gastier-Foster JM, Gesuwan P, Greiner TC, Gross TG, Hanf B, Harris NL, He Y, Irvin JD, Jaffe ES, Jones SJM, Kerchan P, Knoetze N, Leal FE, Lichtenberg TM, Ma Y, Martin JP, Martin MR, Mbulaiteye SM, Mullighan CG, Mungall AJ, Namirembe C, Novik K, Noy A, Ogwang MD, Omoding A, Orem J, Reynolds SJ, Rushton CK, Sandlund JT, Schmitz R, Taylor C, Wilson WH, Wright GW, Zhao EY, Marra MA, Morin RD, Staudt LM. Genome-wide discovery of somatic coding and noncoding mutations in pediatric endemic and sporadic Burkitt lymphoma. Blood 2019; 133:1313-1324. [PMID: 30617194 PMCID: PMC6428665 DOI: 10.1182/blood-2018-09-871418] [Citation(s) in RCA: 130] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 12/22/2018] [Indexed: 12/12/2022] Open
Abstract
Although generally curable with intensive chemotherapy in resource-rich settings, Burkitt lymphoma (BL) remains a deadly disease in older patients and in sub-Saharan Africa. Epstein-Barr virus (EBV) positivity is a feature in more than 90% of cases in malaria-endemic regions, and up to 30% elsewhere. However, the molecular features of BL have not been comprehensively evaluated when taking into account tumor EBV status or geographic origin. Through an integrative analysis of whole-genome and transcriptome data, we show a striking genome-wide increase in aberrant somatic hypermutation in EBV-positive tumors, supporting a link between EBV and activation-induced cytidine deaminase (AICDA) activity. In addition to identifying novel candidate BL genes such as SIN3A, USP7, and CHD8, we demonstrate that EBV-positive tumors had significantly fewer driver mutations, especially among genes with roles in apoptosis. We also found immunoglobulin variable region genes that were disproportionally used to encode clonal B-cell receptors (BCRs) in the tumors. These include IGHV4-34, known to produce autoreactive antibodies, and IGKV3-20, a feature described in other B-cell malignancies but not yet in BL. Our results suggest that tumor EBV status defines a specific BL phenotype irrespective of geographic origin, with particular molecular properties and distinct pathogenic mechanisms. The novel mutation patterns identified here imply rational use of DNA-damaging chemotherapy in some patients with BL and targeted agents such as the CDK4/6 inhibitor palbociclib in others, whereas the importance of BCR signaling in BL strengthens the potential benefit of inhibitors for PI3K, Syk, and Src family kinases among these patients.
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Affiliation(s)
- Bruno M Grande
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - Daniela S Gerhard
- Office of Cancer Genomics, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Aixiang Jiang
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - Nicholas B Griner
- Office of Cancer Genomics, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Jeremy S Abramson
- Center for Lymphoma, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Thomas B Alexander
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | | | - Leona W Ayers
- Department of Pathology, The Ohio State University, Columbus, OH
| | | | - Kishor Bhatia
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD
| | - Jay Bowen
- Nationwide Children's Hospital, Columbus, OH
| | - Corey Casper
- Infectious Disease Research Institute, Seattle, WA
| | - John Kim Choi
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | - Luka Culibrk
- Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Tanja M Davidsen
- Cancer Informatics Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Maureen A Dyer
- Clinical Research Directorate, Frederick National Laboratory for Cancer Research sponsored by the National Cancer Institute, Frederick, MD
| | - Julie M Gastier-Foster
- Nationwide Children's Hospital, Columbus, OH
- Departments of Pathology and Pediatrics, The Ohio State University, Columbus, OH
| | - Patee Gesuwan
- Cancer Informatics Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Timothy C Greiner
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE
| | - Thomas G Gross
- Center for Global Health, National Cancer Institute, National Institutes of Health, Rockville, MD
| | | | - Nancy Lee Harris
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Yiwen He
- Cancer Informatics Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - John D Irvin
- Foundation for Burkitt Lymphoma Research, Geneva, Switzerland
| | - Elaine S Jaffe
- Laboratory of Pathology, Clinical Center, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Steven J M Jones
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
- Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Patrick Kerchan
- EMBLEM Study, African Field Epidemiology Network, Kampala, Uganda
| | - Nicole Knoetze
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - Fabio E Leal
- Programa de Oncovirologia, Instituto Nacional de Câncer José de Alencar, Rio de Janeiro, Brazil
| | | | - Yussanne Ma
- Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | | | | | - Sam M Mbulaiteye
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD
| | | | - Andrew J Mungall
- Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | | | - Karen Novik
- Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Ariela Noy
- Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | | | | | | | - Steven J Reynolds
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD; and
| | - Christopher K Rushton
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - John T Sandlund
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Roland Schmitz
- Lymphoid Malignancies Branch, Center for Cancer Research and
| | | | | | - George W Wright
- Biometric Research Program, Division of Cancer Diagnosis and Treatment, National Cancer Institute, National Institutes of Health, Rockville, MD
| | - Eric Y Zhao
- Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Marco A Marra
- Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Ryan D Morin
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
- Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Louis M Staudt
- Lymphoid Malignancies Branch, Center for Cancer Research and
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