A Robust Test for Assortative Mating

A Robust Test for Assortative Mating

<p><strong>European Journal of Human Genetics (2000) 8, </strong>119–124 </p><p>© 2000 Macmillan Publishers Ltd&nbsp;All rights reserved 1018–4813/00 $15.00 <a href="/goto?url=http://www.nature.com/ejhg" target="_blank">www.nature.com/e</a><a href="/goto?url=http://www.nature.com/ejhg" target="_blank">j</a><a href="/goto?url=http://www.nature.com/ejhg" target="_blank">h</a><a href="/goto?url=http://www.nature.com/ejhg" target="_blank">g </a></p><p><strong>ARTICLE </strong></p><p><strong>A robust&nbsp;test for assortative mating </strong></p><p>Em m an uelle&nbsp;Ge´n in <sup style="top: -0.4675em;">1</sup>, Carole Ober<sup style="top: -0.4675em;">2</sup>, Lowell Weitkam&nbsp;p<sup style="top: -0.4675em;">3 </sup>an d&nbsp;Glen ys&nbsp;Th om son <sup style="top: -0.4675em;">1 </sup></p><p>2</p><p><sup style="top: -0.39em;">1</sup>Department of Integrative Biology, University of California, Berkeley, CA, USA;&nbsp;Department of Human Genetics, </p><p>3</p><p>University of Chicago, Chicago, IL, USA;&nbsp;Department of Psychiatry and Division of Genetics, University of Rochester Medical Center, Rochester, NY, USA </p><p><strong>Testing for random mating in human populations is difficult due to confounding factors such as ethnic preference and population stratification. With HLA, the high level of polymorphism is an additional problem since it is rare for couples to share the same haplotype. Focus on an ethnically homogeneous population, where levels of polymorphism at HLA loci are more limited, may provide the best situation in which to detect non-random mating. However, such populations are often genetic isolates where there may be inbreeding to an extent that is difficult to quantify and account for. We have developed a test for random mating at a multiallelic locus that is robust to stratification and inbreeding. This test relies on the availability of genotypic information from the parents of both spouses. The focus of the test is on families where there is allele sharing between the parents of both spouses, so that potential spouses could share an allele. Denoting the shared allele at the locus of interest by A, then under the assumption of random mating, heterozygous parents AX should transmit allele A equally as frequently as allele X to their offspring. When there is positive (negative) assortative mating, A will be transmitted more (less) often than X. The power of the test has been computed in a number of situations. Data on high resolution HLA haplotypes from the Hutterite population were reinvestigated by the proposed test. The test detects significant negative assortative mating when the parental origin of the shared haplotype is taken into account. </strong>European Journal of Human Genetics (2000) <strong>8</strong>, 119–124. </p><p><strong>Keywords: </strong>assortative mating; HLA; Hutterites; power; robustness; inbreeding; admixture </p><p><strong>Introduction </strong></p><p>leukocyte an&nbsp;tigen s&nbsp;(HLA) is th&nbsp;e very h&nbsp;igh level of polym&nbsp;orph ism&nbsp;in th&nbsp;is region th&nbsp;at lowers th&nbsp;e expectation of fin&nbsp;din g spouses sh&nbsp;arin g&nbsp;an iden&nbsp;tical allele or h&nbsp;aplotype. It h&nbsp;as th erefore&nbsp;been suggested th&nbsp;at studies of m&nbsp;ate ch&nbsp;oice in h um an s&nbsp;sh ould&nbsp;focus on eth&nbsp;n ically&nbsp;h om ogen eous&nbsp;population s,&nbsp;wh ere&nbsp;levels of polym&nbsp;orph ism&nbsp;at HLA loci is m&nbsp;ore lim ited.&nbsp;However, such population&nbsp;s are often gen&nbsp;etic isolates in wh&nbsp;ich th&nbsp;ere m&nbsp;ay be con&nbsp;siderable in&nbsp;breedin g&nbsp;or, altern atively,&nbsp;avoidan ce&nbsp;of m&nbsp;atin g&nbsp;with close relatives to an exten t&nbsp;th at&nbsp;is difficult to quan&nbsp;tify an&nbsp;d accoun&nbsp;t for. Th e purpose of th is study is to propose a test for assortative m atin g&nbsp;th at&nbsp;is n&nbsp;ot sen&nbsp;sitive to stratification an&nbsp;d/or in&nbsp;breedin g.&nbsp;Th is&nbsp;test relies on th&nbsp;e availability of gen&nbsp;otypic in&nbsp;form ation for paren&nbsp;ts of both spouses. Th&nbsp;e power of th&nbsp;e test is com puted&nbsp;for differen&nbsp;t m&nbsp;odels of positive an&nbsp;d n&nbsp;egative assortative m&nbsp;atin g&nbsp;an d&nbsp;allowin g&nbsp;for differen&nbsp;t types of relation sh ips&nbsp;between th&nbsp;e spouses. Th&nbsp;e properties of th&nbsp;e test are com pared&nbsp;to th&nbsp;ose of on&nbsp;e com&nbsp;m on ly&nbsp;used test of assortative m atin g&nbsp;based on th&nbsp;e distribution of th&nbsp;e n&nbsp;um ber&nbsp;of alleles sh ared&nbsp;by spouses.<sup style="top: -0.3302em;">4–6 </sup><br>Mate ch&nbsp;oice in an&nbsp;im al&nbsp;an d&nbsp;h um an&nbsp;population s h as been&nbsp;th e subject of m&nbsp;an y&nbsp;in vestigation s.&nbsp;Assortative m&nbsp;atin g&nbsp;h as&nbsp;lon g been recogn&nbsp;ized in h&nbsp;um an s for ch aracteristics such&nbsp;as stature an d&nbsp;con gen ital&nbsp;deafn ess,<sup style="top: -0.3307em;">1 </sup>wh ich&nbsp;in volve&nbsp;both gen&nbsp;etic an&nbsp;d en viron m en tal factors. Studies in&nbsp;m ice h ave im plicated gen es from th&nbsp;e m&nbsp;ajor h&nbsp;istocom patibility&nbsp;com plex&nbsp;(MHC) in m&nbsp;ate ch oice;&nbsp;fem ale&nbsp;m ice&nbsp;gen erally&nbsp;prefer m&nbsp;atin g&nbsp;with m&nbsp;ales differen t&nbsp;from th&nbsp;em selves&nbsp;for gen&nbsp;es in th&nbsp;e H2 region&nbsp;.<sup style="top: -0.3307em;">2 </sup>However, attem pts to test for an effect of HLA on m ate ch oice in h&nbsp;um an s&nbsp;h ave&nbsp;led to equivocal con&nbsp;clusion s.<sup style="top: -0.3308em;">3–6 </sup>Con foun din g factors such&nbsp;as eth n ic preferen ce an d population stratification m&nbsp;ake testin&nbsp;g of ran&nbsp;dom m&nbsp;atin g&nbsp;in h&nbsp;um an population s&nbsp;difficult. An&nbsp;oth er&nbsp;problem specific to h&nbsp;um an </p><p><strong>Correspondence: Emmanuelle Ge´nin, INSERM U535, Baˆ&nbsp;timent INSERM Gregory Pincus, secteur marron, porte 15, 80 rue du Ge´ne´ral Leclerc, 94276 Le Kremlin Biceˆ&nbsp;tre Cedex. Tel: +&nbsp;33 1 49 59 53 30; Fax: +&nbsp;33 1 49 59 53 31; E-mail: [email protected] Received 7 June 1999; revised 7 September 1999; accepted 23 September 1999 </strong></p><p><strong>Testing for assortative mating </strong></p><p>E Ge´nin&nbsp;et al <br>120 </p><p>Recen tly,&nbsp;two studies in h&nbsp;um an&nbsp;isolates h&nbsp;ave been publish ed,<sup style="top: -0.3308em;">5,6 </sup>Th e&nbsp;first, in th&nbsp;e Hutterite population&nbsp;, sh&nbsp;owed eviden ce&nbsp;of n&nbsp;egative assortative m&nbsp;atin g&nbsp;for HLA: spouses m atch ed&nbsp;less often for HLA h&nbsp;aplotypes th&nbsp;an expected.<sup style="top: -0.3308em;">5 </sup>Th is effect was n&nbsp;ot foun&nbsp;d wh&nbsp;en each locus was con&nbsp;sidered in dividually,&nbsp;suggestin g&nbsp;a h&nbsp;aplotype effect.<sup style="top: -0.3309em;">7 </sup>Th e&nbsp;secon d study, in South Am&nbsp;erin dian&nbsp;tribes, sh owed n o deviation from ran dom&nbsp;m atin g&nbsp;wh en&nbsp;an alyzin g&nbsp;each locus separately. In both an&nbsp;alyses, assortative m&nbsp;atin g&nbsp;was tested by com&nbsp;parin g th e&nbsp;observed distribution of alleles or h&nbsp;aplotypes sh&nbsp;ared by spouses to th&nbsp;e on&nbsp;e expected un&nbsp;der ran&nbsp;dom m&nbsp;atin g&nbsp;an d&nbsp;th e sign ifican ce&nbsp;was depen&nbsp;den t&nbsp;on som&nbsp;e h&nbsp;ypoth eses&nbsp;regardin g th e&nbsp;structure of th&nbsp;e population&nbsp;. In th&nbsp;is paper, we rean&nbsp;alyze th e&nbsp;Hutterite data of Ober et al<sup style="top: -0.3306em;">5 </sup>with th&nbsp;e n&nbsp;ew test we h&nbsp;ave proposed, wh&nbsp;ich does n&nbsp;ot depen&nbsp;d on an&nbsp;y h&nbsp;ypoth eses regardin g&nbsp;th e&nbsp;population structure. wh ere&nbsp;in form ative&nbsp;paren ts h ave tran sm itted&nbsp;th e&nbsp;sh ared&nbsp;allele A<sub style="top: 0.1409em;">i </sub>to th&nbsp;eir offsprin&nbsp;g (on&nbsp;e of th&nbsp;e spouses in gen&nbsp;eration G<sub style="top: 0.1409em;">1</sub>). Th e&nbsp;statistic M defin ed&nbsp;by: </p><p>4(T – N/2)<sup style="top: -0.3309em;">2 </sup></p><p>M = <br>N</p><p>is distributed as a ch&nbsp;i-square with on&nbsp;e degree of freedom un der&nbsp;H<sub style="top: 0.1409em;">0</sub>. Th&nbsp;e test we propose is based on th&nbsp;is statistic an&nbsp;d will be called th&nbsp;e M test. Depen din g&nbsp;on th&nbsp;e structure of th&nbsp;e fam&nbsp;ily, th&nbsp;e n&nbsp;um ber&nbsp;of in form ative&nbsp;pairs an&nbsp;d in&nbsp;form ative&nbsp;paren ts&nbsp;m ay&nbsp;vary (see Table 1).&nbsp;Special atten&nbsp;tion is drawn to th&nbsp;e case of fam&nbsp;ilies wh ere&nbsp;on e&nbsp;paren t&nbsp;sh ares&nbsp;on e&nbsp;allele in com&nbsp;m on&nbsp;with both paren ts&nbsp;of h&nbsp;is ch&nbsp;ild’s in&nbsp;-laws, th&nbsp;at is fam&nbsp;ilies in wh&nbsp;ich th&nbsp;e paren ts of th e first spouse are A<sub style="top: 0.141em;">i</sub>A<sub style="top: 0.141em;">j</sub>, A<sub style="top: 0.141em;">k</sub>A<sub style="top: 0.141em;">l </sub>an d&nbsp;th e paren ts of th e secon d&nbsp;spouse are A<sub style="top: 0.1409em;">i</sub>A<sub style="top: 0.1409em;">r</sub>, A<sub style="top: 0.1409em;">j</sub>A<sub style="top: 0.1409em;">s</sub>. In th&nbsp;ese fam&nbsp;ilies, on&nbsp;ly th&nbsp;e paren ts&nbsp;of th&nbsp;e secon&nbsp;d spouse sh&nbsp;ould be con&nbsp;sidered as in form ative&nbsp;with th&nbsp;e sh&nbsp;ared allele bein&nbsp;g respectively A<sub style="top: 0.1408em;">i </sub>an d A<sub style="top: 0.1409em;">j</sub>. Th&nbsp;e con&nbsp;sequen ce&nbsp;is th&nbsp;at th&nbsp;e test requires at least th&nbsp;ree alleles be presen&nbsp;t in th&nbsp;e fam&nbsp;ily. Th&nbsp;erefore it can&nbsp;n ot&nbsp;be used with biallelic m&nbsp;arkers. In&nbsp;deed, with biallelic m&nbsp;arkers, h&nbsp;eterozygous paren&nbsp;ts can on&nbsp;ly sh&nbsp;are alleles with both paren&nbsp;ts of th eir&nbsp;ch ild’s&nbsp;in -laws. </p><p><strong>Material and methods </strong></p><p><strong>Description of th&nbsp;e m&nbsp;atin g&nbsp;test </strong></p><p>Th e robust test we h ave developed relies on th e availability of gen otypic&nbsp;in form ation&nbsp;for th&nbsp;e paren&nbsp;ts (gen&nbsp;eration G<sub style="top: 0.1408em;">0</sub>) of both spouses (gen&nbsp;eration G<sub style="top: 0.1409em;">1</sub>), an&nbsp;d focuses on&nbsp;ly on fam&nbsp;ilies wh ere&nbsp;th e&nbsp;paren ts&nbsp;sh are&nbsp;an allele, called A<sub style="top: 0.1409em;">i</sub>, at th&nbsp;e test locus un der&nbsp;study (see Table&nbsp;1). Th&nbsp;e pair of paren&nbsp;ts sh&nbsp;arin g&nbsp;a com m on&nbsp;allele is called an in&nbsp;form ative&nbsp;pair. Un&nbsp;der th&nbsp;e assum ption&nbsp;of ran dom&nbsp;m atin g at gen eration&nbsp;G<sub style="top: 0.1409em;">1</sub>, paren ts th at are h&nbsp;eterozygous A<sub style="top: 0.1409em;">i</sub>A<sub style="top: 0.1409em;">j </sub>tran sm it&nbsp;allele A<sub style="top: 0.1409em;">i </sub>as often as allele A<sub style="top: 0.1409em;">j </sub>to th eir&nbsp;offsprin g.&nbsp;If th&nbsp;e sh&nbsp;ared allele A<sub style="top: 0.1409em;">i </sub>is tran&nbsp;sm itted&nbsp;m ore often ,&nbsp;it m&nbsp;ean s&nbsp;th at&nbsp;in gen&nbsp;eration G<sub style="top: 0.1409em;">1</sub>, th&nbsp;ere was positive assortative m&nbsp;atin g&nbsp;with respect to th&nbsp;e locus un&nbsp;der study or a locus in lin&nbsp;kage disequilibrium with th&nbsp;at locus (see discussion ).&nbsp;Con versely,&nbsp;if A<sub style="top: 0.1409em;">i </sub>is tran&nbsp;sm itted&nbsp;less often th&nbsp;an A<sub style="top: 0.1409em;">j</sub>, it m ean s&nbsp;th at&nbsp;in gen&nbsp;eration G<sub style="top: 0.1409em;">1</sub>, th&nbsp;ere was n&nbsp;egative assortative m atin g&nbsp;at th&nbsp;at locus. </p><p><strong>Statistical properties of th&nbsp;e M test com&nbsp;pared with th&nbsp;e IBS test </strong></p><p>Th e statistical properties of th e M test (robustn ess an d power) h ave&nbsp;been studied by sim&nbsp;ulation s.&nbsp;A com&nbsp;parison is perform ed&nbsp;with th&nbsp;e classically used iden&nbsp;tical by state (IBS) test.<sup style="top: -0.3306em;">4–6 </sup></p><p><strong>Description of the IBS test&nbsp;</strong>Th e&nbsp;IBS test is also a ch&nbsp;i-square </p><p>test th&nbsp;at com&nbsp;pares th&nbsp;e observed distribution of spouses sh arin g 0, 1 or 2 IBS alleles to th e distribution expected un der ran dom&nbsp;m atin g&nbsp;(P<sub style="top: 0.1409em;">0</sub>, P<sub style="top: 0.1408em;">1</sub>, P<sub style="top: 0.1408em;">2</sub>). To avoid an&nbsp;y assum&nbsp;ption regardin g&nbsp;th e&nbsp;m atin g&nbsp;pattern in th&nbsp;e paren&nbsp;tal gen&nbsp;eration , Hedrick<sup style="top: -0.3308em;">8 </sup>proposed estim&nbsp;atin g&nbsp;P<sub style="top: 0.1408em;">0</sub>, P<sub style="top: 0.1408em;">1 </sub>an d&nbsp;P<sub style="top: 0.1408em;">2 </sub>from th&nbsp;e data by <br>Let N be th&nbsp;e n&nbsp;um ber&nbsp;of h&nbsp;eterozygous paren&nbsp;ts A<sub style="top: 0.1409em;">i</sub>A<sub style="top: 0.1409em;">j </sub>in in form ative&nbsp;pairs (we will refer to th&nbsp;ese paren&nbsp;ts as in&nbsp;form ative paren&nbsp;ts in th&nbsp;e followin&nbsp;g). Let T be th&nbsp;e n&nbsp;um ber&nbsp;of cases </p><p><strong>Table 1&nbsp;</strong>Families considered in the analysis </p><p>No. of informative pairs per family <br>No. of informative </p><ul style="display: flex;"><li style="flex:1">parents </li><li style="flex:1">Type </li><li style="flex:1">Parents of 1st spouse </li><li style="flex:1">Parents of 2nd spouse </li></ul><p></p><p></p><ul style="display: flex;"><li style="flex:1">1</li><li style="flex:1">AA A&nbsp;A </li><li style="flex:1">AA<sub style="top: 0.1161em;">m </sub>A A </li><li style="flex:1">i ≠ j, k, l </li></ul><p>m, r, s ≠ i, k, l i ≠ k, l <br>112<br>214</p><p></p><ul style="display: flex;"><li style="flex:1">i</li><li style="flex:1">j</li><li style="flex:1">k</li><li style="flex:1">l</li><li style="flex:1">i</li><li style="flex:1">r</li><li style="flex:1">s</li></ul><p></p><p>23</p><ul style="display: flex;"><li style="flex:1">AA A&nbsp;A </li><li style="flex:1">AA<sub style="top: 0.1161em;">m </sub>A A </li></ul><p></p><p></p><ul style="display: flex;"><li style="flex:1">i</li><li style="flex:1">i</li><li style="flex:1">k</li><li style="flex:1">l</li><li style="flex:1">i</li><li style="flex:1">r</li><li style="flex:1">s</li></ul><p></p><p>m, r, s ≠ i, k, l i ≠ j, k, l l ≠ k </p><ul style="display: flex;"><li style="flex:1">AA A&nbsp;A </li><li style="flex:1">AA<sub style="top: 0.1161em;">m </sub>A A </li></ul><p></p><p></p><ul style="display: flex;"><li style="flex:1">i</li><li style="flex:1">j</li><li style="flex:1">k</li><li style="flex:1">l</li><li style="flex:1">i</li><li style="flex:1">k</li><li style="flex:1">r</li></ul><p></p><p>m, r ≠ i, j, k, l i ≠ k, l <br>4</p><p>56</p><ul style="display: flex;"><li style="flex:1">AA A&nbsp;A </li><li style="flex:1">AA<sub style="top: 0.1161em;">m </sub>A A </li><li style="flex:1">2</li></ul><p>22<br>322</p><p></p><ul style="display: flex;"><li style="flex:1">i</li><li style="flex:1">i</li><li style="flex:1">k</li><li style="flex:1">l</li><li style="flex:1">i</li><li style="flex:1">k</li><li style="flex:1">r</li></ul><p></p><p>l ≠ k m, r ≠ i, k, l i ≠ k, m </p><ul style="display: flex;"><li style="flex:1">AA A&nbsp;A </li><li style="flex:1">AA<sub style="top: 0.1161em;">m </sub>A A </li></ul><p></p><p></p><ul style="display: flex;"><li style="flex:1">i</li><li style="flex:1">i</li><li style="flex:1">k</li><li style="flex:1">k</li><li style="flex:1">i</li><li style="flex:1">k</li><li style="flex:1">r</li></ul><p></p><p>m ≠ k r ≠ i, j, k i ≠ j, k, l m, r ≠ i, j, k, l </p><ul style="display: flex;"><li style="flex:1">AA A&nbsp;A </li><li style="flex:1">AA<sub style="top: 0.1161em;">m </sub>AA </li></ul><p></p><p></p><ul style="display: flex;"><li style="flex:1">i</li><li style="flex:1">j</li><li style="flex:1">k</li><li style="flex:1">l</li><li style="flex:1">i</li><li style="flex:1">j</li><li style="flex:1">r</li></ul><p></p><p><strong>European Journal of Human Genetics </strong><br><strong>Testing for assortative mating </strong></p><p>E Ge´nin&nbsp;et al <br>121 </p><p>usin g th e observed fem ale an d m ale gen otypic frequen cies in m atin g&nbsp;pairs from&nbsp;th e&nbsp;population . <br>Th ese&nbsp;param eters&nbsp;clearly h&nbsp;ave an in&nbsp;fluen ce:&nbsp;1. on th&nbsp;e probability of recruitin&nbsp;g fam&nbsp;ilies with in&nbsp;form ative&nbsp;pairs, an&nbsp;d 2. on th&nbsp;e power of th&nbsp;e M test to detect assortative m&nbsp;atin g. </p>

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