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Soudi S, Crepeau M, Collier TC, Lee Y, Cornel AJ, Lanzaro GC. Genomic signatures of local adaptation in recent invasive Aedes aegypti populations in California. BMC Genomics 2023; 24:311. [PMID: 37301847 DOI: 10.1186/s12864-023-09402-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 05/23/2023] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND Rapid adaptation to new environments can facilitate species invasions and range expansions. Understanding the mechanisms of adaptation used by invasive disease vectors in new regions has key implications for mitigating the prevalence and spread of vector-borne disease, although they remain relatively unexplored. RESULTS Here, we integrate whole-genome sequencing data from 96 Aedes aegypti mosquitoes collected from various sites in southern and central California with 25 annual topo-climate variables to investigate genome-wide signals of local adaptation among populations. Patterns of population structure, as inferred using principal components and admixture analysis, were consistent with three genetic clusters. Using various landscape genomics approaches, which all remove the confounding effects of shared ancestry on correlations between genetic and environmental variation, we identified 112 genes showing strong signals of local environmental adaptation associated with one or more topo-climate factors. Some of them have known effects in climate adaptation, such as heat-shock proteins, which shows selective sweep and recent positive selection acting on these genomic regions. CONCLUSIONS Our results provide a genome wide perspective on the distribution of adaptive loci and lay the foundation for future work to understand how environmental adaptation in Ae. aegypti impacts the arboviral disease landscape and how such adaptation could help or hinder efforts at population control.
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Affiliation(s)
- Shaghayegh Soudi
- Vector Genetics Laboratory, Department of Pathology, Microbiology and Immunology, University of California Davis, Davis, CA, USA
| | - Marc Crepeau
- Vector Genetics Laboratory, Department of Pathology, Microbiology and Immunology, University of California Davis, Davis, CA, USA
| | - Travis C Collier
- Vector Genetics Laboratory, Department of Pathology, Microbiology and Immunology, University of California Davis, Davis, CA, USA
| | - Yoosook Lee
- Florida Medical Entomology Laboratory, University of Florida, Vero Beach, FL, USA
| | - Anthony J Cornel
- Vector Genetics Laboratory, Department of Pathology, Microbiology and Immunology, University of California Davis, Davis, CA, USA
- Mosquito Control Research Laboratory, Department of Entomology and Nematology, University of California, Parlier, CA, USA
| | - Gregory C Lanzaro
- Vector Genetics Laboratory, Department of Pathology, Microbiology and Immunology, University of California Davis, Davis, CA, USA.
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Thomas N, Dreval K, Gerhard DS, Hilton LK, Abramson JS, Ambinder RF, Barta S, Bartlett NL, Bethony J, Bhatia K, Bowen J, Bryan AC, Cesarman E, Casper C, Chadburn A, Cruz M, Dittmer DP, Dyer MA, Farinha P, Gastier-Foster JM, Gerrie AS, Grande BM, Greiner T, Griner NB, Gross TG, Harris NL, Irvin JD, Jaffe ES, Henry D, Huppi R, Leal FE, Lee MS, Martin JP, Martin MR, Mbulaiteye SM, Mitsuyasu R, Morris V, Mullighan CG, Mungall AJ, Mungall K, Mutyaba I, Nokta M, Namirembe C, Noy A, Ogwang MD, Omoding A, Orem J, Ott G, Petrello H, Pittaluga S, Phelan JD, Ramos JC, Ratner L, Reynolds SJ, Rubinstein PG, Sissolak G, Slack G, Soudi S, Swerdlow SH, Traverse-Glehen A, Wilson WH, Wong J, Yarchoan R, ZenKlusen JC, Marra MA, Staudt LM, Scott DW, Morin RD. Genetic subgroups inform on pathobiology in adult and pediatric Burkitt lymphoma. Blood 2023; 141:904-916. [PMID: 36201743 PMCID: PMC10023728 DOI: 10.1182/blood.2022016534] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [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: 03/31/2022] [Revised: 09/16/2022] [Accepted: 09/19/2022] [Indexed: 11/20/2022] Open
Abstract
Burkitt lymphoma (BL) accounts for most pediatric non-Hodgkin lymphomas, being less common but significantly more lethal when diagnosed in adults. Much of the knowledge of the genetics of BL thus far has originated from the study of pediatric BL (pBL), leaving its relationship to adult BL (aBL) and other adult lymphomas not fully explored. We sought to more thoroughly identify the somatic changes that underlie lymphomagenesis in aBL and any molecular features that associate with clinical disparities within and between pBL and aBL. Through comprehensive whole-genome sequencing of 230 BL and 295 diffuse large B-cell lymphoma (DLBCL) tumors, we identified additional significantly mutated genes, including more genetic features that associate with tumor Epstein-Barr virus status, and unraveled new distinct subgroupings within BL and DLBCL with 3 predominantly comprising BLs: DGG-BL (DDX3X, GNA13, and GNAI2), IC-BL (ID3 and CCND3), and Q53-BL (quiet TP53). Each BL subgroup is characterized by combinations of common driver and noncoding mutations caused by aberrant somatic hypermutation. The largest subgroups of BL cases, IC-BL and DGG-BL, are further characterized by distinct biological and gene expression differences. IC-BL and DGG-BL and their prototypical genetic features (ID3 and TP53) had significant associations with patient outcomes that were different among aBL and pBL cohorts. These findings highlight shared pathogenesis between aBL and pBL, and establish genetic subtypes within BL that serve to delineate tumors with distinct molecular features, providing a new framework for epidemiologic, diagnostic, and therapeutic strategies.
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Affiliation(s)
- Nicole Thomas
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - Kostiantyn Dreval
- 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
| | - Laura K. Hilton
- Centre for Lymphoid Cancer, BC Cancer, Vancouver, BC, Canada
| | - Jeremy S. Abramson
- Center for Lymphoma, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Richard F. Ambinder
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Stefan Barta
- University of Pennsylvania Hospital, Philadelphia, PA
| | - Nancy L. Bartlett
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, MO
| | - Jeffrey Bethony
- Department of Microbiology, Immunology, and Tropical Medicine, George Washington University, Washington, DC
| | | | - Jay Bowen
- Biopathology Center, Nationwide Children's Hospital, Columbus, OH
| | - Anthony C. Bryan
- Biopathology Center, Nationwide Children's Hospital, Columbus, OH
| | - Ethel Cesarman
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, Cornell University, New York, NY
| | - Corey Casper
- Infectious Disease Research Institute, Seattle, WA
| | - Amy Chadburn
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY
| | - Manuela Cruz
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - Dirk P. Dittmer
- Lineberger Comprehensive Cancer Center and Department of Microbiology and Immunology, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
| | - Maureen A. Dyer
- Clinical Research Directorate, Frederick National Laboratory for Cancer Research sponsored by the National Cancer Institute, Frederick, MD
| | - Pedro Farinha
- Centre for Lymphoid Cancer, BC Cancer, Vancouver, BC, Canada
| | - Julie M. Gastier-Foster
- Biopathology Center, Nationwide Children's Hospital, Columbus, OH
- Departments of Pathology and Pediatrics, The Ohio State University, Columbus, OH
| | - Alina S. Gerrie
- Centre for Lymphoid Cancer, BC Cancer, Vancouver, BC, Canada
| | | | - Timothy Greiner
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE
| | - Nicholas B. Griner
- Office of Cancer Genomics, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Thomas G. Gross
- Center for Global Health, National Cancer Institute, National Institutes of Health, Rockville, MD
| | - Nancy L. Harris
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - 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
| | - David Henry
- University of Pennsylvania Hospital, Philadelphia, PA
| | - Rebecca Huppi
- Office of HIV/AIDS Malignancies, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Fabio E. Leal
- Programa de Oncovirologia, Instituto Nacional de Cancer Jose de Alencar, Rio de Janeiro, Brazil
| | - Michael S. Lee
- University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | | | - Sam M. Mbulaiteye
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD
| | - Ronald Mitsuyasu
- Center for Clinical AIDS Research and Education, University of California Los Angeles, Los Angeles, CA
| | - Vivian Morris
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | | | - Andrew J. Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | - Karen Mungall
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
| | | | - Mostafa Nokta
- Office of HIV/AIDS Malignancies, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | | | - Ariela Noy
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, NY
| | | | | | | | - German Ott
- Department of Clinical Pathology, Robert-Bosch-Krankenhaus and Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
| | - Hilary Petrello
- Biopathology Center, Nationwide Children's Hospital, Columbus, OH
| | - Stefania Pittaluga
- Laboratory of Pathology, Clinical Center, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - James D. Phelan
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Juan Carlos Ramos
- Department of Medicine, Division of Hematology, University of Miami, Sylvester Comprehensive Cancer Center, Miami, FL
| | - Lee Ratner
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, MO
| | - Steven J. Reynolds
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD
| | - Paul G. Rubinstein
- Section of Hematology/Oncology, John H. Stroger Jr Hospital of Cook County, Chicago, IL
| | - Gerhard Sissolak
- Tygerberg Academic Hospital and Stellenbosch University, Cape Town, South Africa
| | - Graham Slack
- Centre for Lymphoid Cancer, BC Cancer, Vancouver, BC, Canada
| | - Shaghayegh Soudi
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
| | - Steven H. Swerdlow
- Division of Hematopathology, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Alexandra Traverse-Glehen
- Hospices Civils de Lyon, Université Lyon 1, Service d'Anatomie Pathologique, Hopital Lyon Sud France
| | - Wyndham H. Wilson
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Jasper Wong
- Centre for Lymphoid Cancer, BC Cancer, Vancouver, BC, Canada
| | - Robert Yarchoan
- Office of HIV/AIDS Malignancies, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Jean C. ZenKlusen
- The Cancer Genome Atlas, Center for Cancer Genomics, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Marco A. Marra
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Louis M. Staudt
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - David W. Scott
- Centre for Lymphoid Cancer, BC Cancer, Vancouver, BC, Canada
| | - Ryan D. Morin
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada
- Centre for Lymphoid Cancer, BC Cancer, Vancouver, BC, Canada
- Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, BC, Canada
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