Abstract

Genome-wide association studies have identified thousands of single nucleotide variants and small indels that contribute to variation in hematologic traits. While structural variants are known to cause rare blood or hematopoietic disorders, the genome-wide contribution of structural variants to quantitative blood cell trait variation is unknown. Here we utilized whole genome sequencing data in ancestrally diverse participants of the NHLBI Trans Omics for Precision Medicine program (N = 50,675) to detect structural variants associated with hematologic traits. Using single variant tests, we assessed the association of common and rare structural variants with red cell-, white cell-, and platelet-related quantitative traits and observed 21 independent signals (12 common and 9 rare) reaching genome-wide significance. The majority of these associations (N = 18) replicated in independent datasets. In genome-editing experiments, we provide evidence that a deletion associated with lower monocyte counts leads to disruption of an S1PR3 monocyte enhancer and decreased S1PR3 expression.

Most genetic association studies have been done on single nucleotide polymorphisms and small indels, while other types of variants have been less studied. Here, the authors use whole genome sequencing in a diverse population to identify and provide experimental evidence for associations between structural variants and blood-cell traits.

Details

Title
Whole genome sequencing identifies structural variants contributing to hematologic traits in the NHLBI TOPMed program
Author
Wheeler, Marsha M. 1 ; Stilp, Adrienne M. 2   VIAFID ORCID Logo  ; Rao, Shuquan 3 ; Halldórsson, Bjarni V. 4   VIAFID ORCID Logo  ; Beyter, Doruk 5   VIAFID ORCID Logo  ; Wen, Jia 6   VIAFID ORCID Logo  ; Mihkaylova, Anna V. 2   VIAFID ORCID Logo  ; McHugh, Caitlin P. 2 ; Lane, John 7 ; Jiang, Min-Zhi 6   VIAFID ORCID Logo  ; Raffield, Laura M. 8 ; Jun, Goo 9 ; Sedlazeck, Fritz J. 10   VIAFID ORCID Logo  ; Metcalf, Ginger 10 ; Yao, Yao 11 ; Bis, Joshua B. 12   VIAFID ORCID Logo  ; Chami, Nathalie 13   VIAFID ORCID Logo  ; de Vries, Paul S. 14 ; Desai, Pinkal 15 ; Floyd, James S. 12 ; Gao, Yan 16 ; Kammers, Kai 17 ; Kim, Wonji 18   VIAFID ORCID Logo  ; Moon, Jee-Young 19 ; Ratan, Aakrosh 20 ; Yanek, Lisa R. 17   VIAFID ORCID Logo  ; Almasy, Laura 21 ; Becker, Lewis C. 17 ; Blangero, John 22   VIAFID ORCID Logo  ; Cho, Michael H. 18   VIAFID ORCID Logo  ; Curran, Joanne E. 22   VIAFID ORCID Logo  ; Fornage, Myriam 23   VIAFID ORCID Logo  ; Kaplan, Robert C. 19 ; Lewis, Joshua P. 24   VIAFID ORCID Logo  ; Loos, Ruth J. F. 25   VIAFID ORCID Logo  ; Mitchell, Braxton D. 24 ; Morrison, Alanna C. 26   VIAFID ORCID Logo  ; Preuss, Michael 13   VIAFID ORCID Logo  ; Psaty, Bruce M. 12   VIAFID ORCID Logo  ; Rich, Stephen S. 20   VIAFID ORCID Logo  ; Rotter, Jerome I. 27 ; Tang, Hua 28   VIAFID ORCID Logo  ; Tracy, Russell P. 29 ; Boerwinkle, Eric 26 ; Abecasis, Goncalo R. 30 ; Blackwell, Thomas W. 30 ; Smith, Albert V. 30   VIAFID ORCID Logo  ; Johnson, Andrew D. 31   VIAFID ORCID Logo  ; Mathias, Rasika A. 17   VIAFID ORCID Logo  ; Nickerson, Deborah A. 1 ; Conomos, Matthew P. 2   VIAFID ORCID Logo  ; Li, Yun 6 ; Þorsteinsdóttir, Unnur 32 ; Magnússon, Magnús K. 32   VIAFID ORCID Logo  ; Stefansson, Kari 32 ; Pankratz, Nathan D. 7   VIAFID ORCID Logo  ; Bauer, Daniel E. 11   VIAFID ORCID Logo  ; Auer, Paul L. 33   VIAFID ORCID Logo  ; Reiner, Alex P. 34   VIAFID ORCID Logo 

 University of Washington, Department of Genome Sciences, Seattle, USA (GRID:grid.34477.33) (ISNI:0000000122986657) 
 University of Washington, Department of Biostatistics, Seattle, USA (GRID:grid.34477.33) (ISNI:0000000122986657) 
 Boston Children’s Hospital, Division of Hematology/Oncology, Boston, USA (GRID:grid.2515.3) (ISNI:0000 0004 0378 8438); Dana-Farber Cancer Institute, Department of Pediatric Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); Harvard Stem Cell Institute, Boston, USA (GRID:grid.511171.2); Broad Institute, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard Medical School, Department of Pediatrics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Chinese Academy of Medical Sciences & Peking Union Medical College, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Tianjin, China (GRID:grid.506261.6) (ISNI:0000 0001 0706 7839) 
 deCODE genetics/Amgen Inc., Reykjavik, Iceland (GRID:grid.421812.c) (ISNI:0000 0004 0618 6889); Reykjavik University, School of Technology, Reykjavík, Iceland (GRID:grid.9580.4) (ISNI:0000 0004 0643 5232) 
 deCODE genetics/Amgen Inc., Reykjavik, Iceland (GRID:grid.421812.c) (ISNI:0000 0004 0618 6889) 
 University of North Carolina at Chapel Hill, Departments of Biostatistics, Genetics, Computer Science, Applied Physical Sciences, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208) 
 University of Minnesota Medical School, Department of Laboratory Medicine and Pathology, Minneapolis, USA (GRID:grid.17635.36) (ISNI:0000000419368657) 
 University of North Carolina, Department of Genetics, Chapel Hill, USA (GRID:grid.410711.2) (ISNI:0000 0001 1034 1720) 
 The University of Texas Health Science Center at Houston, Human Genetics Center, School of Public Health, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401) 
10  Baylor College of Medicine, Human Genome Sequencing Center, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X) 
11  Boston Children’s Hospital, Division of Hematology/Oncology, Boston, USA (GRID:grid.2515.3) (ISNI:0000 0004 0378 8438); Dana-Farber Cancer Institute, Department of Pediatric Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); Harvard Stem Cell Institute, Boston, USA (GRID:grid.511171.2); Broad Institute, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard Medical School, Department of Pediatrics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
12  University of Washington, Cardiovascular Health Research Unit, Department of Medicine, Seattle, USA (GRID:grid.34477.33) (ISNI:0000000122986657) 
13  Icahn School of Medicine at Mount Sinai, The Charles Bronfman Institute for Personalized Medicine, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351) 
14  The University of Texas Health Science Center at Houston, Human Genetics Center, School of Public Health, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401); The University of Texas Health Science Center at Houston, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401) 
15  Weill Cornell Medical College, Division of Hematology and Oncology, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X) 
16  University of Mississippi, Jackson Heart Study, Department of Medicine, Jackson, USA (GRID:grid.251313.7) (ISNI:0000 0001 2169 2489) 
17  Johns Hopkins University School of Medicine, GeneSTAR Research Program, Department of Medicine, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
18  Brigham and Women’s Hospital, Channing Division of Network Medicine, Boston, USA (GRID:grid.62560.37) (ISNI:0000 0004 0378 8294) 
19  Albert Einstein College of Medicine, Department of Epidemiology and Population Health, Bronx, USA (GRID:grid.251993.5) (ISNI:0000000121791997) 
20  University of Virginia, Center for Public Health Genomics, Charlottesville, USA (GRID:grid.27755.32) (ISNI:0000 0000 9136 933X) 
21  Children’s Hospital of Philadelphia and University of Pennsylvania School of Medicine, Philadelphia, USA (GRID:grid.25879.31) (ISNI:0000 0004 1936 8972) 
22  University of Texas Rio Grande Valley School of Medicine, Department of Human Genetics and South Texas Diabetes and Obesity Institute, Brownsville, USA (GRID:grid.449717.8) (ISNI:0000 0004 5374 269X) 
23  University of Texas Health Science Center at Houston, Brown Foundation Institute of Molecular Medicine, McGovern Medical School, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401) 
24  University of Maryland School of Medicine, Department of Medicine, Division of Endocrinology, Diabetes, and Nutrition, Baltimore, USA (GRID:grid.411024.2) (ISNI:0000 0001 2175 4264) 
25  Icahn School of Medicine at Mount Sinai, The Charles Bronfman Institute for Personalized Medicine, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351); Icahn School of Medicine at Mount Sinai, Department of Environmental Medicine and Public Health, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351); Icahn School of Medicine at Mount Sinai, The Mindich Child Health and Development Institute, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351); University of Copenhagen, Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X) 
26  The University of Texas Health Science Center at Houston, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401) 
27  The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, Torrance, USA (GRID:grid.513199.6) 
28  Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956) 
29  Larner College of Medicine at the University of Vermont, Departments of Pathology & Laboratory Medicine and Biochemistry, Colchester, USA (GRID:grid.59062.38) (ISNI:0000 0004 1936 7689) 
30  University of Michigan, Department of Biostatistics, TOPMed Informatics Research Center, Ann Arbor, USA (GRID:grid.214458.e) (ISNI:0000000086837370) 
31  National Heart, Lung and Blood Institute, Population Sciences Branch, Division of Intramural Research, Framingham, USA (GRID:grid.279885.9) (ISNI:0000 0001 2293 4638) 
32  deCODE genetics/Amgen Inc., Reykjavik, Iceland (GRID:grid.421812.c) (ISNI:0000 0004 0618 6889); University of Iceland, Faculty of Medicine, Reykjavik, Iceland (GRID:grid.14013.37) (ISNI:0000 0004 0640 0021) 
33  Medical College of Wisconsin, Division of Biostatistics, Institute for Health and Equity, and Cancer Center, Milwaukee, USA (GRID:grid.30760.32) (ISNI:0000 0001 2111 8460) 
34  University of Washington, Department of Epidemiology, Seattle, USA (GRID:grid.34477.33) (ISNI:0000000122986657) 
Publication year
2022
Publication date
2022
Publisher
Nature Publishing Group
e-ISSN
20411723
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2748043081
Copyright
© The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.