Polygenic burden has broader impact on health, cognition, and socioeconomic outcomes than most rare and high-risk copy number variants

被引:8
作者
Saarentaus, Elmo Christian [1 ]
Havulinna, Aki Samuli [1 ,2 ]
Mars, Nina [1 ]
Ahola-Olli, Ari [1 ,3 ,4 ]
Kiiskinen, Tuomo Tapio Johannes [1 ]
Partanen, Juulia [1 ]
Ruotsalainen, Sanni [1 ]
Kurki, Mitja [1 ,3 ,4 ]
Urpa, Lea Martta [1 ]
Chen, Lei [5 ,6 ]
Perola, Markus [2 ]
Salomaa, Veikko [2 ]
Veijola, Juha [7 ,8 ]
Mannikko, Minna [9 ]
Hall, Ira M. [5 ,6 ]
Pietilainen, Olli [3 ,10 ,11 ]
Kaprio, Jaakko [1 ,12 ]
Ripatti, Samuli [1 ,3 ,4 ,12 ]
Daly, Mark [1 ,3 ,4 ]
Palotie, Aarno [1 ,3 ,13 ,14 ]
机构
[1] Univ Helsinki, Inst Mol Med Finland FIMM, Helsinki, Finland
[2] Finnish Inst Hlth & Welf, Helsinki, Finland
[3] Broad Inst MIT & Harvard, Stanley Ctr Psychiat Res, Cambridge, MA 02142 USA
[4] Massachusetts Gen Hosp, Analyt & Translat Genet Unit, Boston, MA 02114 USA
[5] Yale Sch Med, Dept Genet, New Haven, CT USA
[6] Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA
[7] Univ Oulu, Res Unit Clin Neurosci, Oulu, Finland
[8] Oulu Univ Hosp, Oulu, Finland
[9] Univ Oulu, Fac Med, Infrastruct Populat Studies, Northern Finland Birth Cohorts, Oulu, Finland
[10] Harvard Univ, Stem Cell & Regenerat Biol, Cambridge, MA 02138 USA
[11] Univ Helsinki, Helsinki Inst Life Sci, Neurosci Ctr, Helsinki, Finland
[12] Univ Helsinki, Dept Publ Hlth, Helsinki, Finland
[13] Massachusetts Gen Hosp, Dept Neurol, Dept Med, Analyt & Translat Genet Unit, Boston, MA 02114 USA
[14] Massachusetts Gen Hosp, Dept Psychiat, Boston, MA 02114 USA
关键词
SCHIZOPHRENIA; DISORDERS; ASSOCIATION; PHENOTYPE; MORTALITY; EDUCATION;
D O I
10.1038/s41380-021-01026-z
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Copy number variants (CNVs) are associated with syndromic and severe neurological and psychiatric disorders (SNPDs), such as intellectual disability, epilepsy, schizophrenia, and bipolar disorder. Although considered high-impact, CNVs are also observed in the general population. This presents a diagnostic challenge in evaluating their clinical significance. To estimate the phenotypic differences between CNV carriers and non-carriers regarding general health and well-being, we compared the impact of SNPD-associated CNVs on health, cognition, and socioeconomic phenotypes to the impact of three genome-wide polygenic risk score (PRS) in two Finnish cohorts (FINRISK, n = 23,053 and NFBC1966, n = 4895). The focus was on CNV carriers and PRS extremes who do not have an SNPD diagnosis. We identified high-risk CNVs (DECIPHER CNVs, risk gene deletions, or large [>1 Mb] CNVs) in 744 study participants (2.66%), 36 (4.8%) of whom had a diagnosed SNPD. In the remaining 708 unaffected carriers, we observed lower educational attainment (EA; OR = 0.77 [95% CI 0.66-0.89]) and lower household income (OR = 0.77 [0.66-0.89]). Income-associated CNVs also lowered household income (OR = 0.50 [0.38-0.66]), and CNVs with medical consequences lowered subjective health (OR = 0.48 [0.32-0.72]). The impact of PRSs was broader. At the lowest extreme of PRS for EA, we observed lower EA (OR = 0.31 [0.26-0.37]), lower-income (OR = 0.66 [0.57-0.77]), lower subjective health (OR = 0.72 [0.61-0.83]), and increased mortality (Cox's HR = 1.55 [1.21-1.98]). PRS for intelligence had a similar impact, whereas PRS for schizophrenia did not affect these traits. We conclude that the majority of working-age individuals carrying high-risk CNVs without SNPD diagnosis have a modest impact on morbidity and mortality, as well as the limited impact on income and educational attainment, compared to individuals at the extreme end of common genetic variation. Our findings highlight that the contribution of traditional high-risk variants such as CNVs should be analyzed in a broader genetic context, rather than evaluated in isolation.
引用
收藏
页码:4884 / 4895
页数:12
相关论文
共 47 条
[1]  
[Anonymous], 2001, 1990 LUVUN TALOUSKRI
[2]   Forty-year trends in cardiovascular risk factors in Finland [J].
Borodulin, Katja ;
Vartiainen, Erkki ;
Peltonen, Markku ;
Jousilahti, Pekka ;
Juolevi, Anne ;
Laatikainen, Tiina ;
Mannisto, Satu ;
Salomaa, Veikko ;
Sundvall, Jouko ;
Puska, Pekka .
EUROPEAN JOURNAL OF PUBLIC HEALTH, 2015, 25 (03) :539-546
[3]   Second-generation PLINK: rising to the challenge of larger and richer datasets [J].
Chang, Christopher C. ;
Chow, Carson C. ;
Tellier, Laurent C. A. M. ;
Vattikuti, Shashaank ;
Purcell, Shaun M. ;
Lee, James J. .
GIGASCIENCE, 2015, 4
[4]   Refining analyses of copy number variation identifies specific genes associated with developmental delay [J].
Coe, Bradley P. ;
Witherspoon, Kali ;
Rosenfeld, Jill A. ;
van Bon, Bregje W. M. ;
Vulto-van Silfhout, Anneke T. ;
Bosco, Paolo ;
Friend, Kathryn L. ;
Baker, Carl ;
Buono, Serafino ;
Vissers, Lisenka E. L. M. ;
Schuurs-Hoeijmakers, Janneke H. ;
Hoischen, Alex ;
Pfundt, Rolph ;
Krumm, Nik ;
Carvill, Gemma L. ;
Li, Deana ;
Amaral, David ;
Brown, Natasha ;
Lockhart, Paul J. ;
Scheffer, Ingrid E. ;
Alberti, Antonino ;
Shaw, Marie ;
Pettinato, Rosa ;
Tervo, Raymond ;
de Leeuw, Nicole ;
Reijnders, Margot R. F. ;
Torchia, Beth S. ;
Peeters, Hilde ;
O'Roak, Brian J. ;
Fichera, Marco ;
Hehir-Kwa, Jayne Y. ;
Shendure, Jay ;
Mefford, Heather C. ;
Haan, Eric ;
Gecz, Jozef ;
de Vries, Bert B. A. ;
Romano, Corrado ;
Eichler, Evan E. .
NATURE GENETICS, 2014, 46 (10) :1063-1071
[5]   A copy number variation morbidity map of developmental delay [J].
Cooper, Gregory M. ;
Coe, Bradley P. ;
Girirajan, Santhosh ;
Rosenfeld, Jill A. ;
Vu, Tiffany H. ;
Baker, Carl ;
Williams, Charles ;
Stalker, Heather ;
Hamid, Rizwan ;
Hannig, Vickie ;
Abdel-Hamid, Hoda ;
Bader, Patricia ;
McCracken, Elizabeth ;
Niyazov, Dmitriy ;
Leppig, Kathleen ;
Thiese, Heidi ;
Hummel, Marybeth ;
Alexander, Nora ;
Gorski, Jerome ;
Kussmann, Jennifer ;
Shashi, Vandana ;
Johnson, Krys ;
Rehder, Catherine ;
Ballif, Blake C. ;
Shaffer, Lisa G. ;
Eichler, Evan E. .
NATURE GENETICS, 2011, 43 (09) :838-U44
[6]   Medical consequences of pathogenic CNVs in adults: analysis of the UK Biobank [J].
Crawford, Karen ;
Bracher-Smith, Matthew ;
Owen, David ;
Kendall, Kimberley M. ;
Rees, Elliott ;
Pardinas, Antonio F. ;
Einon, Mark ;
Escott-Price, Valentina ;
Walters, James T. R. ;
O'Donovan, Michael C. ;
Owen, Michael J. ;
Kirov, George .
JOURNAL OF MEDICAL GENETICS, 2019, 56 (03) :131-138
[7]   Intelligence and education: causal perceptions drive analytic processes and therefore conclusions [J].
Deary, Ian J. ;
Johnson, Wendy .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2010, 39 (05) :1362-1369
[8]   Polygenic background modifies penetrance of monogenic variants for tier 1 genomic conditions [J].
Fahed, Akl C. ;
Wang, Minxian ;
Homburger, Julian R. ;
Patel, Aniruddh P. ;
Bick, Alexander G. ;
Neben, Cynthia L. ;
Lai, Carmen ;
Brockman, Deanna ;
Philippakis, Anthony ;
Ellinor, Patrick T. ;
Cassa, Christopher A. ;
Lebo, Matthew ;
Ng, Kenney ;
Lander, Eric S. ;
Zhou, Alicia Y. ;
Kathiresan, Sekar ;
Khera, Amit V. .
NATURE COMMUNICATIONS, 2020, 11 (01)
[9]   DECIPHER: Database of Chromosomal Imbalance and Phenotype in Humans Using Ensembl Resources [J].
Firth, Helen V. ;
Richards, Shola M. ;
Bevan, A. Paul ;
Clayton, Stephen ;
Corpas, Manuel ;
Rajan, Diana ;
Van Vooren, Steven ;
Moreau, Yves ;
Pettett, Roger M. ;
Carter, Nigel P. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2009, 84 (04) :524-533
[10]   Quantifying the Impact of Rare and Ultra-rare Coding Variation across the Phenotypic Spectrum [J].
Ganna, Andrea ;
Satterstrom, F. Kyle ;
Zekavat, Seyedeh M. ;
Das, Indraniel ;
Kurki, Mitja, I ;
Churchhouse, Claire ;
Alfoldi, Jessica ;
Martin, Alicia R. ;
Havulinna, Aki S. ;
Byrnes, Andrea ;
Thompson, Wesley K. ;
Nielsen, Philip R. ;
Karczewski, Konrad J. ;
Saarentaus, Elmo ;
Rivas, Manuel A. ;
Gupta, Namrata ;
Pietilainen, Olli ;
Emdin, Connor A. ;
Lescai, Francesco ;
Bybjerg-Grauholm, Jonas ;
Flannick, Jason ;
Mercader, Josep M. ;
Udler, Miriam ;
Laakso, Markku ;
Salomaa, Veikko ;
Hultman, Christina ;
Ripatti, Samuli ;
Hamalainen, Eija ;
Moilanen, Jukka S. ;
Korkko, Jarmo ;
Kuismin, Outi ;
Nordentoft, Merete ;
Hougaard, David M. ;
Mors, Ole ;
Werge, Thomas ;
Mortensen, Preben Bo ;
MacArthur, Daniel ;
Daly, Mark J. ;
Sullivan, Patrick F. ;
Locke, Adam E. ;
Palotie, Aarno ;
Borglum, Anders D. ;
Kathiresan, Sekar ;
Neale, Benjamin M. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2018, 102 (06) :1204-1211