The population genetics of human disease: The case of recessive, lethal mutations

被引:37
作者
Amorim, Carlos Eduardo G. [1 ,2 ]
Gao, Ziyue [3 ]
Baker, Zachary [4 ]
Diesel, Jose Francisco [5 ]
Simons, Yuval B. [1 ]
Haque, Imran S. [6 ,8 ]
Pickrell, Joseph [1 ,7 ]
Przeworski, Molly [1 ,4 ]
机构
[1] Columbia Univ, Dept Biol Sci, New York, NY 10027 USA
[2] Minist Educ Brazil, CAPES Fdn, Brasilia, DF, Brazil
[3] Stanford Univ, Howard Hughes Med Inst, Stanford, CA 94305 USA
[4] Columbia Univ, Dept Syst Biol, New York, NY USA
[5] Univ Fed Santa Maria, Santa Maria, RS, Brazil
[6] Counsyl, 180 Kimball Way, San Francisco, CA USA
[7] New York Genome Ctr, New York, NY USA
[8] Freenome, San Francisco, CA USA
基金
美国国家卫生研究院;
关键词
TAY-SACHS DISEASE; DE-NOVO MUTATIONS; GENES; RESISTANCE; EVOLUTION; FREQUENCY; SELECTION; SEVERITY; PATTERNS; SPECTRUM;
D O I
10.1371/journal.pgen.1006915
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Do the frequencies of disease mutations in human populations reflect a simple balance between mutation and purifying selection? What other factors shape the prevalence of disease mutations? To begin to answer these questions, we focused on one of the simplest cases: recessive mutations that alone cause lethal diseases or complete sterility. To this end, we generated a hand-curated set of 417 Mendelian mutations in 32 genes reported to cause a recessive, lethal Mendelian disease. We then considered analytic models of mutation-selection balance in infinite and finite populations of constant sizes and simulations of purifying selection in a more realistic demographic setting, and tested how well these models fit allele frequencies estimated from 33,370 individuals of European ancestry. In doing so, we distinguished between CpG transitions, which occur at a substantially elevated rate, and three other mutation types. Intriguingly, the observed frequency for CpG transitions is slightly higher than expectation but close, whereas the frequencies observed for the three other mutation types are an order of magnitude higher than expected, with a bigger deviation from expectation seen for less mutable types. This discrepancy is even larger when subtle fitness effects in heterozygotes or lethal compound heterozygotes are taken into account. In principle, higher than expected frequencies of disease mutations could be due to widespread errors in reporting causal variants, compensation by other mutations, or balancing selection. It is unclear why these factors would have a greater impact on disease mutations that occur at lower rates, however. We argue instead that the unexpectedly high frequency of disease mutations and the relationship to the mutation rate likely reflect an ascertainment bias: of all the mutations that cause recessive lethal diseases, those that by chance have reached higher frequencies are more likely to have been identified and thus to have been included in this study. Beyond the specific application, this study highlights the parameters likely to be important in shaping the frequencies of Mendelian disease alleles.
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页数:23
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共 63 条
[1]   An expanded sequence context model broadly explains variability in polymorphism levels across the human genome [J].
Aggarwala, Varun ;
Voight, Benjamin F. .
NATURE GENETICS, 2016, 48 (04) :349-+
[2]   ARE CPG SITES MUTATION HOT-SPOTS IN THE DYSTROPHIN GENE [J].
AKALIN, N ;
ZIETKIEWICZ, E ;
MAKALOWSKI, W ;
LABUDA, D .
HUMAN MOLECULAR GENETICS, 1994, 3 (08) :1425-1426
[3]   A global reference for human genetic variation [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[4]   Rescue of progeria in trichothiodystrophy by homozygous lethal Xpd alleles [J].
Andressoo, Jaan-Olle ;
Jans, Judith ;
de Wit, Jan ;
Coin, Frederic ;
Hoogstraten, Deborah ;
van de Ven, Marieke ;
Toussaint, Wendy ;
Huijmans, Jan ;
Thio, H. Bing ;
van Leeuwen, Wibeke J. ;
de Boer, Jan ;
Egly, Jean-Marc ;
Hoeijmakers, Jan H. J. ;
van der Horst, Gijsbertus T. J. ;
Mitchell, James R. .
PLOS BIOLOGY, 2006, 4 (10) :1821-1830
[5]   Dominance of Deleterious Alleles Controls the Response to a Population Bottleneck [J].
Balick, Daniel J. ;
Do, Ron ;
Cassa, Christopher A. ;
Reich, David ;
Sunyaev, Shamil R. .
PLOS GENETICS, 2015, 11 (08)
[6]  
Beauchamp KA, 2017, SYSTEMATIC DESIGN CO
[7]   The Limits of Natural Selection in a Nonequilibrium World [J].
Brandvain, Yaniv ;
Wright, Stephen I. .
TRENDS IN GENETICS, 2016, 32 (04) :201-210
[8]   Accurate Non-parametric Estimation of Recent Effective Population Size from Segments of Identity by Descent [J].
Browning, Sharon R. ;
Browning, Brian L. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2015, 97 (03) :404-418
[9]  
BURKHART BD, 1984, GENETICS, V107, P295
[10]   Estimating the selective effects of heterozygous protein-truncating variants from human exome data [J].
Cassa, Christopher A. ;
Weghorn, Donate ;
Balick, Daniel J. ;
Jordan, Daniel M. ;
Nusinow, David ;
Samocha, Kaitlin E. ;
O'Donnell-Luria, Anne ;
MacArthur, Daniel G. ;
Daly, Mark J. ;
Beier, David R. ;
Sunyaev, Shamil R. .
NATURE GENETICS, 2017, 49 (05) :806-+