Abstract

Whole genome sequences (WGS) enable discovery of rare variants which may contribute to missing heritability of coronary artery disease (CAD). To measure their contribution, we apply the GREML-LDMS-I approach to WGS of 4949 cases and 17,494 controls of European ancestry from the NHLBI TOPMed program. We estimate CAD heritability at 34.3% assuming a prevalence of 8.2%. Ultra-rare (minor allele frequency ≤ 0.1%) variants with low linkage disequilibrium (LD) score contribute ~50% of the heritability. We also investigate CAD heritability enrichment using a diverse set of functional annotations: i) constraint; ii) predicted protein-altering impact; iii) cis-regulatory elements from a cell-specific chromatin atlas of the human coronary; and iv) annotation principal components representing a wide range of functional processes. We observe marked enrichment of CAD heritability for most functional annotations. These results reveal the predominant role of ultra-rare variants in low LD on the heritability of CAD. Moreover, they highlight several functional processes including cell type-specific regulatory mechanisms as key drivers of CAD genetic risk.

Whole genome sequences enable discovery of rare variants which may help to explain the heritability of common diseases. Here the authors find that ultra-rare variants explain ~50% of coronary artery disease (CAD) heritability and highlight several functional processes including cell type-specific regulatory mechanisms as key drivers of CAD genetic risk.

Details

Title
Rare variant contribution to the heritability of coronary artery disease
Author
Rocheleau, Ghislain 1   VIAFID ORCID Logo  ; Clarke, Shoa L. 2   VIAFID ORCID Logo  ; Auguste, Gaëlle 3   VIAFID ORCID Logo  ; Hasbani, Natalie R. 4   VIAFID ORCID Logo  ; Morrison, Alanna C. 4   VIAFID ORCID Logo  ; Heath, Adam S. 4 ; Bielak, Lawrence F. 5   VIAFID ORCID Logo  ; Iyer, Kruthika R. 6 ; Young, Erica P. 7   VIAFID ORCID Logo  ; Stitziel, Nathan O. 8   VIAFID ORCID Logo  ; Jun, Goo 9 ; Laurie, Cecelia 10   VIAFID ORCID Logo  ; Broome, Jai G. 10   VIAFID ORCID Logo  ; Khan, Alyna T. 10 ; Arnett, Donna K. 11 ; Becker, Lewis C. 12 ; Bis, Joshua C. 13   VIAFID ORCID Logo  ; Boerwinkle, Eric 14 ; Bowden, Donald W. 15 ; Carson, April P. 16   VIAFID ORCID Logo  ; Ellinor, Patrick T. 17   VIAFID ORCID Logo  ; Fornage, Myriam 4   VIAFID ORCID Logo  ; Franceschini, Nora 18   VIAFID ORCID Logo  ; Freedman, Barry I. 19   VIAFID ORCID Logo  ; Heard-Costa, Nancy L. 20   VIAFID ORCID Logo  ; Hou, Lifang 21 ; Chen, Yii-Der Ida 22   VIAFID ORCID Logo  ; Kenny, Eimear E. 23 ; Kooperberg, Charles 24   VIAFID ORCID Logo  ; Kral, Brian G. 12   VIAFID ORCID Logo  ; Loos, Ruth J. F. 25   VIAFID ORCID Logo  ; Lutz, Sharon M. 26 ; Manson, JoAnn E. 27   VIAFID ORCID Logo  ; Martin, Lisa W. 28   VIAFID ORCID Logo  ; Mitchell, Braxton D. 29   VIAFID ORCID Logo  ; Nassir, Rami 30   VIAFID ORCID Logo  ; Palmer, Nicholette D. 15   VIAFID ORCID Logo  ; Post, Wendy S. 31   VIAFID ORCID Logo  ; Preuss, Michael H. 32   VIAFID ORCID Logo  ; Psaty, Bruce M. 33   VIAFID ORCID Logo  ; Raffield, Laura M. 34 ; Regan, Elizabeth A. 35 ; Rich, Stephen S. 3   VIAFID ORCID Logo  ; Smith, Jennifer A. 36   VIAFID ORCID Logo  ; Taylor, Kent D. 22 ; Yanek, Lisa R. 12   VIAFID ORCID Logo  ; Young, Kendra A. 37   VIAFID ORCID Logo  ; Anugu, Pramod 38 ; Auer, Paul 39 ; Barwick, Lucas 40 ; Becker, Diane 12 ; Carty, Cara 41 ; Castaldi, Peter 27 ; Chaffin, Mark 42 ; Chang, Yi-Cheng 43 ; Choi, Seung Hoan 42 ; Chung, Ren-Hua 44 ; Crandall, Carolyn 45 ; David, Sean 46 ; de las Fuentes, Lisa 47 ; Deka, Ranjan 48 ; DeMeo, Dawn 27 ; de Vries, Paul S. 4 ; Duan, Qing 49 ; Eaton, Charles 50 ; Ekunwe, Lynette 38 ; El Boueiz, Adel 51 ; Gao, Shanshan 52 ; Gao, Yan 38 ; Gass, Margery 53 ; Ghosh, Auyon 54 ; Grine, Daniel 52 ; Hall, Michael 16 ; Hersh, Craig 51 ; Hobbs, Brian 54 ; Hsiung, Chao Agnes 55 ; Hung, Yi-Jen 56 ; Huston, Haley 57 ; Hwu, Chii Min 58 ; Jackson, Rebecca 59 ; Johnsen, Jill 60 ; Lange, Christoph 61 ; Lange, Ethan 52 ; LeBoff, Meryl 27 ; Lee, Wen-Jane 58 ; Li, Yun 49 ; Liu, Simin 50 ; Liu, Yu 62 ; Mathai, Susan 52 ; Mei, Hao 38 ; Naik, Rakhi 63 ; Naseri, Take 64 ; Neltner, Bonnie 52 ; Ochs-Balcom, Heather 65 ; Paik, David T. 62 ; Parker, Cora 66 ; Perez, Marco 6 ; Peters, Ulrike 24 ; Phillips, Lawrence S. 67 ; Becker, Julia Powers 52 ; Reupena, Muagututi’a Sefulva 68 ; Roselli, Carolina 42 ; Russell, Pamela 52 ; Sabino, Ester Cerdeira 69 ; Sandow, Kevin 70 ; Schwander, Karen 71 ; Sciurba, Frank 72 ; Silver, Brian 73 ; Smoller, Sylvia 74 ; Snively, Beverly 75 ; Storm, Garrett 52 ; Sung, Yun Ju 71 ; Tang, Hua 76 ; Taub, Margaret 31 ; Tinker, Lesley 24 ; Tirschwell, David 77 ; Tiwari, Hemant 78 ; Vaidya, Dhananjay 63 ; Walker, Tarik 52 ; Wallace, Robert 79 ; Walts, Avram 52 ; Weng, Lu-Chen 80 ; Yang, Ivana 52 ; Zhao, Snow Xueyan 81 ; Hilliard, Austin T. 82   VIAFID ORCID Logo  ; Tcheandjieu, Catherine 83   VIAFID ORCID Logo  ; Peyser, Patricia A. 5   VIAFID ORCID Logo  ; Vasan, Ramachandran S. 84   VIAFID ORCID Logo  ; Rotter, Jerome I. 22   VIAFID ORCID Logo  ; Miller, Clint L. 85   VIAFID ORCID Logo  ; Assimes, Themistocles L. 86   VIAFID ORCID Logo  ; Do, Ron 1   VIAFID ORCID Logo 

 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 Genetics and Genomic Sciences, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351); Icahn School of Medicine at Mount Sinai, Center for Genomic Data Analytics, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351) 
 Stanford University School of Medicine, Department of Medicine, Stanford Prevention Research Center, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956); Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956) 
 University of Virginia, Center for Public Health Genomics, Charlottesville, USA (GRID:grid.27755.32) (ISNI:0000 0000 9136 933X) 
 The University of Texas Health Science Center at Houston, Department of Epidemiology, Human Genetics, and Environmental Sciences, Human Genetics Center, School of Public Health, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401) 
 University of Michigan, Department of Epidemiology, School of Public Health, Ann Arbor, USA (GRID:grid.214458.e) (ISNI:0000 0004 1936 7347) 
 Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956) 
 Washington University School of Medicine, Department of Medicine, Division of Cardiology, Saint Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, McDonnell Genome Institute, Saint Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
 Washington University School of Medicine, Department of Medicine, Division of Cardiology, Saint Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, McDonnell Genome Institute, Saint Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, Department of Genetics, Saint Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
 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  University of Washington, Department of Biostatistics, Seattle, USA (GRID:grid.34477.33) (ISNI:0000 0001 2298 6657) 
11  University of Kentucky, College of Public Health, Lexington, USA (GRID:grid.266539.d) (ISNI:0000 0004 1936 8438) 
12  Johns Hopkins University School of Medicine, GeneSTAR Research Program, Department of Medicine, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
13  University of Washington, Department of Medicine, Cardiovascular Health Research Unit, Seattle, USA (GRID:grid.34477.33) (ISNI:0000 0001 2298 6657) 
14  The University of Texas Health Science Center at Houston, Department of Epidemiology, Human Genetics, and Environmental Sciences, Human Genetics Center, School of Public Health, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401); Baylor College of Medicine, Human Genome Sequencing Center, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X) 
15  Wake Forest University School of Medicine, Department of Biochemistry, Winston-Salem, USA (GRID:grid.241167.7) (ISNI:0000 0001 2185 3318) 
16  University of Mississippi Medical Center, Department of Medicine, Jackson, USA (GRID:grid.410721.1) (ISNI:0000 0004 1937 0407) 
17  Massachusetts General Hospital, Cardiovascular Research Center, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924); The Broad Institute of MIT and Harvard, Cardiovascular Disease Initiative, Boston, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital, Demoulas Center for Cardiac Arrhythmias, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924) 
18  University of North Carolina, Department of Epidemiology, Gillings School of Global Public Health, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000 0001 2248 3208) 
19  Wake Forest University School of Medicine, Department of Internal Medicine, Section on Nephrology, Winston-Salem, USA (GRID:grid.241167.7) (ISNI:0000 0001 2185 3318) 
20  and Blood Institute and Boston University’s Framingham Heart Study, National Heart, Lung, Framingham, USA (GRID:grid.510954.c) (ISNI:0000 0004 0444 3861); Boston University Chobanian & Avedisian School of Medicine, Department of Neurology, Boston, USA (GRID:grid.189504.1) (ISNI:0000 0004 1936 7558) 
21  Northwestern University Feinberg School of Medicine, Department of Preventive Medicine, Chicago, USA (GRID:grid.16753.36) (ISNI:0000 0001 2299 3507) 
22  The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Department of Pediatrics, The Institute for Translational Genomics and Population Sciences, Torrance, USA (GRID:grid.279946.7) (ISNI:0000 0004 0521 0744) 
23  Icahn School of Medicine at Mount Sinai, Department of Genetics and Genomic Sciences, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351); Icahn School of Medicine at Mount Sinai, Institute for Genomic Health, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351); Icahn School of Medicine at Mount Sinai, Department of Medicine, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351) 
24  Fred Hutchinson Cancer Center, Division of Public Health Sciences, Seattle, USA (GRID:grid.270240.3) (ISNI:0000 0001 2180 1622) 
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); University of Copenhagen, Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Science, Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X) 
26  Harvard Pilgrim Health Care, Department of Population Medicine, Boston, USA (GRID:grid.67104.34) (ISNI:0000 0004 0415 0102) 
27  Harvard Medical School, Department of Medicine, Brigham and Women’s Hospital, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
28  George Washington University, School of Medicine and Health Sciences, Washington, USA (GRID:grid.253615.6) (ISNI:0000 0004 1936 9510) 
29  University of Maryland School of Medicine, Department of Medicine, Baltimore, USA (GRID:grid.411024.2) (ISNI:0000 0001 2175 4264) 
30  Umm Al-Qura University, Department of Pathology, School of Medicine, Mecca, Saudi Arabia (GRID:grid.412832.e) (ISNI:0000 0000 9137 6644) 
31  Johns Hopkins University School of Medicine, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
32  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) 
33  University of Washington, Department of Medicine, Cardiovascular Health Research Unit, Seattle, USA (GRID:grid.34477.33) (ISNI:0000 0001 2298 6657); University of Washington, Department of Epidemiology, Seattle, USA (GRID:grid.34477.33) (ISNI:0000 0001 2298 6657); University of Washington, Department of Health Systems and Population Health, Seattle, USA (GRID:grid.34477.33) (ISNI:0000 0001 2298 6657) 
34  University of North Carolina at Chapel Hill, Department of Genetics, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000 0001 2248 3208) 
35  National Jewish Health, Department of Medicine, Division of Rheumatology, Denver, USA (GRID:grid.240341.0) (ISNI:0000 0004 0396 0728) 
36  University of Michigan, Department of Epidemiology, School of Public Health, Ann Arbor, USA (GRID:grid.214458.e) (ISNI:0000 0004 1936 7347); University of Michigan, Survey Research Center, Institute for Social Research, Ann Arbor, USA (GRID:grid.214458.e) (ISNI:0000 0004 1936 7347) 
37  University of Colorado Anschutz Medical Campus, Department of Epidemiology, Colorado School of Public Health, Aurora, USA (GRID:grid.430503.1) (ISNI:0000 0001 0703 675X) 
38  University of Mississippi, Jackson, USA (GRID:grid.251313.7) (ISNI:0000 0001 2169 2489) 
39  Medical College of Wisconsin, Milwaukee, USA (GRID:grid.30760.32) (ISNI:0000 0001 2111 8460) 
40  The Emmes Corporation, LTRC, Rockville, USA (GRID:grid.280434.9) (ISNI:0000 0004 0459 5494) 
41  Washington State University, Pullman, USA (GRID:grid.30064.31) (ISNI:0000 0001 2157 6568) 
42  The Broad Institute of MIT and Harvard, Cardiovascular Disease Initiative, Boston, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623) 
43  National Taiwan University, National Taiwan University Hospital, Taipei, China (GRID:grid.19188.39) (ISNI:0000 0004 0546 0241) 
44  National Health Research Institute Taiwan, Miaoli County, China (GRID:grid.59784.37) (ISNI:0000000406229172) 
45  University of California Los Angeles, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0001 2167 8097) 
46  University of Chicago, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822) 
47  Washington University School of Medicine, Department of Medicine, Division of Cardiology, Saint Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
48  University of Cincinnati, Cincinnati, USA (GRID:grid.24827.3b) (ISNI:0000 0001 2179 9593) 
49  University of North Carolina, Chapel Hill, USA (GRID:grid.410711.2) (ISNI:0000 0001 1034 1720) 
50  Brown University, Providence, USA (GRID:grid.40263.33) (ISNI:0000 0004 1936 9094) 
51  Harvard University, Channing Division of Network Medicine, Cambridge, USA (GRID:grid.38142.3c) (ISNI:0000 0004 1936 754X) 
52  University of Colorado at Denver, Denver, USA (GRID:grid.241116.1) (ISNI:0000 0001 0790 3411) 
53  Fred Hutchinson Cancer Research Center, Seattle, USA (GRID:grid.270240.3) (ISNI:0000 0001 2180 1622) 
54  Brigham & Women’s Hospital, Boston, USA (GRID:grid.62560.37) (ISNI:0000 0004 0378 8294) 
55  National Health Research Institute Taiwan, Institute of Population Health Sciences, Miaoli County, China (GRID:grid.59784.37) (ISNI:0000000406229172) 
56  Tri-Service General Hospital National Defense Medical Center, Taipei, China (GRID:grid.260565.2) (ISNI:0000 0004 0634 0356) 
57  Blood Works Northwest, Seattle, USA (GRID:grid.260565.2) 
58  Taichung Veterans General Hospital Taiwan, Taichung City, China (GRID:grid.410764.0) (ISNI:0000 0004 0573 0731) 
59  Oklahoma State University Medical Center, Division of Endocrinology, Diabetes and Metabolism, Columbus, USA (GRID:grid.475558.e) (ISNI:0000 0004 0448 1278) 
60  University of Washington, Department of Medicine, Seattle, USA (GRID:grid.34477.33) (ISNI:0000 0001 2298 6657) 
61  Harvard University, Harvard School of Public Health, Boston, USA (GRID:grid.38142.3c) (ISNI:0000 0004 1936 754X) 
62  Stanford University, Cardiovascular Institute, Stanford, USA (GRID:grid.168010.e) (ISNI:0000 0004 1936 8956) 
63  Johns Hopkins University, Department of Medicine, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
64  Government of Samoa, Ministry of Health, Apia, Samoa (GRID:grid.21107.35) 
65  University of Buffalo, Buffalo, USA (GRID:grid.273335.3) (ISNI:0000 0004 1936 9887) 
66  RTI International, Biostatistics and Epidemiology Division, Research Triangle Park, USA (GRID:grid.62562.35) (ISNI:0000 0001 0030 1493) 
67  Emory University, Atlanta, USA (GRID:grid.189967.8) (ISNI:0000 0004 1936 7398) 
68  Lutia I Puava Ae Mapu I Fagalele, Apia, Samoa (GRID:grid.241116.1) 
69  Universidade de Sao Paulo, Faculdade de Medicina, Sao Paulo, Brazil (GRID:grid.11899.38) (ISNI:0000 0004 1937 0722) 
70  The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, The Institute for Translational Genomics and Population Sciences, Torrance, USA (GRID:grid.279946.7) (ISNI:0000 0004 0521 0744) 
71  Washington University School of Medicine, Saint Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002) 
72  University of Pittsburgh, Pittsburgh, USA (GRID:grid.21925.3d) (ISNI:0000 0004 1936 9000) 
73  UMass Memorial Medical Center, Worcester, USA (GRID:grid.416999.a) (ISNI:0000 0004 0591 6261) 
74  Albert Einstein College of Medicine, New York, USA (GRID:grid.251993.5) (ISNI:0000 0001 2179 1997) 
75  Wake Forest Baptist Health, Winston-Salem, USA (GRID:grid.412860.9) (ISNI:0000 0004 0459 1231) 
76  Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956) 
77  University of Washington, Seattle, USA (GRID:grid.34477.33) (ISNI:0000 0001 2298 6657) 
78  University of Alabama, Department of Biostatistics, Birmingham, USA (GRID:grid.411015.0) (ISNI:0000 0001 0727 7545) 
79  University of Iowa, Iowa City, USA (GRID:grid.214572.7) (ISNI:0000 0004 1936 8294) 
80  Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924) 
81  National Jewish Health, Denver, USA (GRID:grid.240341.0) (ISNI:0000 0004 0396 0728) 
82  VA Palo Alto Health Care System, Palo Alto, USA (GRID:grid.280747.e) (ISNI:0000 0004 0419 2556) 
83  Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956); VA Palo Alto Health Care System, Palo Alto, USA (GRID:grid.280747.e) (ISNI:0000 0004 0419 2556); Gladstone Institutes, Gladstone Institute of Data Science and Biotechnology, San Francisco, USA (GRID:grid.249878.8) (ISNI:0000 0004 0572 7110); University of California San Francisco, Department of Epidemiology and Biostatistics, San Francisco, USA (GRID:grid.266102.1) (ISNI:0000 0001 2297 6811) 
84  and Blood Institute and Boston University’s Framingham Heart Study, National Heart, Lung, Framingham, USA (GRID:grid.510954.c) (ISNI:0000 0004 0444 3861); Boston University School of Medicine, Department of Medicine, Boston, USA (GRID:grid.189504.1) (ISNI:0000 0004 1936 7558); University of Texas, School of Public Health, San Antonio, USA (GRID:grid.215352.2) (ISNI:0000 0001 2184 5633) 
85  University of Virginia, Center for Public Health Genomics, Charlottesville, USA (GRID:grid.27755.32) (ISNI:0000 0000 9136 933X); University of Virginia, Department of Biochemistry and Molecular Genetics, Charlottesville, USA (GRID:grid.27755.32) (ISNI:0000 0000 9136 933X); University of Virginia, Department of Public Health Sciences, Charlottesville, USA (GRID:grid.27755.32) (ISNI:0000 0000 9136 933X) 
86  Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956); VA Palo Alto Health Care System, Palo Alto, USA (GRID:grid.280747.e) (ISNI:0000 0004 0419 2556); Stanford University School of Medicine, Department of Epidemiology and Population Health, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956) 
Pages
8741
Publication year
2024
Publication date
2024
Publisher
Nature Publishing Group
e-ISSN
20411723
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
3114639874
Copyright
© The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.