Skip to main content
Current Genomics logoLink to Current Genomics
. 2007 Nov;8(7):466–475. doi: 10.2174/138920207783591735

HLA Genes in Mayos Population from Northeast Mexico

A Arnaiz-Villena 1,*,#, J Moscoso 1,#, J Granados 2, JI Serrano-Vela 1, A de la Peña 3, R Reguera 1, A Ferri 1, E Seclen 1, R Izaguirre 3, N Perez-Hernandez 3, G Vargas-Alarcon 2
PMCID: PMC2647159  PMID: 19412332

Abstract

HLA class I and class II alleles have been studied in 60 unrelated people belonging to Mayos ethnic group, which lives in the Mexican Pacific Sinaloa State. Mayos HLA profile was compared to other Amerindians and worldwide populations’ profile. A total of 14,896 chromosomes were used for comparisons. Genetic distances between populations, Neigbour-Joining dendrograms and correspondence analyses were performed to determine the genetic relationship among population. The new specific Mayo HLA haplotypes found are: HLA-A*02-B*35-DRB1*1406-DQB1*0301; HLA-A*02-B*48-DRB1*0404-DQB1*0302; HLA-A*24-B*51-DRB1*0407-DQB1*0302 and HLA-A*02-B*08-DRB1*0407-DQB1*0302. However, the typical Meso American HLADRB1*0407 represents a 40% of all DRB1 alleles. While common HLA characteristics are found in Amerindian distant ethnic groups, still new group specific HLA haplotypes are being found, suggesting that a common founder effect (i.e. high DRB1*0407) is noticed. Moreover, new HLA haplotypes are almost certainly appearing along time probably due to specific pathogen (?) selection for diversity. Mayo language is close to the Tarahumara one (another geographically close group); notwithstanding both groups are not genetically close according to our results, showing again the different evolution of genes and languages, which do not correlate. Finally, Sinaloa is one of the Mexican States in which more European genes are found. However, the results presented in this paper, where no European HLA genes are seen in Mayos, should have a bearing in establishing transplant programs and in HLA and disease studies.

Key Words: Amerindians, HLA, mayos, mexica, nahua, transplant.

INTRODUCTION

The West Mexican Mayos form an isolated ethnic Amerindian group, which lives on a flat half desert and half cultivated area, Southern Sonora and North Sinaloa, see Fig. (1). They speak a Nahua/Aztec type language with some dialects that do not hinder mutual understanding. They call themselves Yoremes and probably migrated to the present day location from the North (Colorado River Basin) about 1,000 years ago [1]. They usually get married within their own group [1] which is important for the analyses of our results. Whether the Nahua type language (Mayo) also a sign of Mexica or Aztec relatedness is unknown, since Mexicas imposed their language to other probably non-genetically related Mexican groups [2]. Later, the Spanish conqueror Hernan Cortes arrived to the Mexicas Empire in 1,519 AD which was sized and destroyed by war and invaders’ born-diseases [3].

Fig. (1).

Fig. (1)

A) North American map showing Mayos living region in Mexican Sinaloa State in dark grey; B) Map of Mexico also showing different Mexican populations previously studied.

The present study aims: 1) To relate Mayos group with other Amerindian groups; and 2) To relate Mayos with other worldwide groups, in order to test the uniqueness of all Amerindians [4] with respect to their HLA profiles (different loci allele frequencies). This is important for establishing transplant programs in rural areas where some ethnic groups still live, i.e. Mayos, and for studying the epidemiology of HLA linked disorders.

In order to perform this work, a sample of sixty unrelated Mayos has been HLA typed and thereafter the genetic relationship with others Amerindians tested by HLA-A, -B, -DRB1 and –DQB1 DNA typing calculating genetic distances, neighbor-joining dendrograms and correspondence analyses.

MATERIALS AND METHODS

Population Samples

We studied sixty unrelated healthy individuals from the Mayos ethnic group. They were HLA class I and class II typed. They were living at Capomos town, Municipio del Fuerte, in Sinaloa State, northeast Mexico. In the Mayos communities the inbreeding pedigrees are common but we selected only those unrelated individuals for our study. Each individual was born in the Mayos area, their four grandparents had been born in the same area and spoke their own Mayo language. All participants gave their written consent for being included in the present study.

The origin of all other populations used for comparisons is detailed in Table 1: 14,896 chromosomes were studied in total, including populations from different origins (Caucasoids, Orientals, Polynesians, Micronesians, Na-Dene, Eskimos and Amerindians). In particular, the Amerindian group includes tribes from the following linguistic families: Macro-Mixteco (Mixtecans, Zapotecans and Mazatecans), Macro-Maya (Mixe and Mayas), Macro-Yuma (Seris), Andean (Quechuans and Aymaras), Chibcha (Arsario, Kogi, Arhuaco and Cayapa), Arawak (Wayu), and Ge Pano Caribe (Xavantes, Mataco and Toba).

Table 1.

Populations Included in the Analysis. A Total of 14,896 Chromosomes were Analyzed. Geographical Locations are Represented in [26]

ID Populations N Ref. ID Populations N Ref.
1 Mayos 60 - 38 Buyi 70 [9]
2 Nahuas 85 [2] 39 Manchu 50 [33]
3 Aymaras 102 [21] 40 Koreans 100 [9]
4 Quechuans 80 [22] 41 Japanese 493 [9]
5 Mazatecans 89 [4] 42 Khalk Mongolians 202 [34]
6 Mayans 132 [26] 43 Tuvinians 197 [35]
7 Seri 100 [17] 44 Khoton Mongolians 85 [34]
8 Mixe 55 [17] 45 Germans 295 [9]
9 Mixtecans 103 [17] 46 Sardinians 91 [9]
10 Zapotecans 75 [17] 47 Italians 284 [9]
11 Mexican Mestizos 99 Unpublished 48 French 179 [9]
12 Wayu 112 [27] 49 Spaniards 176 [36]
13 Arhuaco 123 [27] 50 Spanish Basques 80 [36]
14 Kogi 67 [27] 51 Algerians 102 [8]
15 Arsario 20 [27] 52 Berbers (Souss) 98 [37]
16 Cayapa 100 [28] 53 Moroccans 98 [38]
17 Xavantes 74 [29] 54 Macedonians 172 [39]
18 Guarani 32 [17] 55 Cretans 135 [40]
19 Toba Pilaga 19 [29] 56 Ashkenazi Jews 80 [41]
20 Mataco Wichi 49 [29] 57 Non Ashkenazi Jews 80 [41]
21 Eastern Toba 135 [29] 58 Lebanese NS 59 [11]
22 Jaidukama 39 Unpublished 59 Lebanese KZ 93 [11]
23 Teenek 55 [19] 60 Moroccan Jews 94 [42]
24 Lakota Sioux 302 [30] 61 Danish 124 [9]
25 Terena indians 60 [31] 62 Chuvashians 82 [43]
26 Tarahumaras 44 [18] 63 Russians 200 [44]
27 Lamas 83 [23] 64 Western Samoa 102 [45]
28 Eskimos 35 [32] 65 Madang 65 [46]
29 Athabaskans 124 [24] 66 Rabaul 60 [46]
30 Tlingit 53 [9] 67 New Caledonia 65 [46]
31 Nivkhs 32 [32] 68 Fidji 57 [46]
32 Udegeys 23 [32] 69 Papua New Guinea 57 [46]
33 Koryaks 92 [32] 70 Central Desert 152 [47]
34 Chukchi 59 [32] 71 Ainu 50 [48]
35 Kets 22 [32] 72 Yuendumu 119 [47]
36 Evenks 35 [32] 73 Cape York 80 [49]
37 Singapore Chinese 71 [9] 74 Kimberley 82 [49]

HLA Typing and DNA Sequencing

HLA class I (A and B) and class II (DRB1 and DQB1) allele families typing was performed by polymerase chain reaction-sequence specific oligonucleotide (PCR-SSO) reverse dot blot hybridization (Amplicor, Hoffmann La Roche, Basel, Switzerland) (according to IMGT/HLA version 2.6, July 2004). HLA-DRB1 and DQB1 high-resolution typing was done by DNA sequencing in a Perkin Elmer 310 automated DNA sequencer (Foster City, CA, USA). The sequences were analyzed using the IMGT/HLA sequence database (http://www.ebi.ac.uk/imgt/hla/align.html).

Statistical Analysis

Statistical analysis was performed with Arlequin v2.0 software kindly provided by Schneider [5]. In summary, this program calculated HLA-A, -B, -DRB1, and –DQB1 allele frequencies, Hardy-Weinberg equilibrium and the linkage disequilibrium (D’; also named LD) [6] and their level of significance (P) for 2X2 comparisons was determined [7] and the 11th International Histocompatibility Workshop methodology [6]. In addition, the most frequent complete haplotypes were deduced from: (1) the 2, 3, and 4 HLA loci haplotype frequencies [8]; (2) the previously described haplotypes in other populations [9]; and (3) haplotypes if they appeared in two or more individuals and if the alternative haplotype was well defined [9]. In order to compare phenotype and haplotype HLA frequencies with other populations, the reference tables of the 11th and 12th International HLA Workshops are used (see also Table 1) [10, 11]. Dendograms were constructed with the allelic frequencies using the neighbor-joining (NJ) method [12] with the genetic distances (DA) between populations [13], using DISPAN software comprising the programs GNKDST and TREEVIEW [14, 15]. Correspondence analysis in n-dimensions and its bi-dimensional representation was carried out using the VISTA v5.02 computer program (http://www.forrest.psych.unc.edu) [16]. Correspondence analysis consists of a geometric technique that may be used for displaying a global view of the relationships among populations according to HLA (or other) allele frequencies. This methodology is based on the allelic frequency variance among populations and on the display of a statistical visualization of differences.

RESULTS

Characteristic HLA Allele Frequencies in the Mayos Population Compared to other Populations

The expected and observed genotype frequency values for HLA-A, -B, and –DQB1 loci were in Hardy-Weinberg equilibrium. Table 2 shows the HLA frequencies found in the Mayos population. HLA-A and –B were typed on 60 individuals. Ten different HLA-A and fifteen different HLA-B alleles were found in the Mayos ethnic group. The most frequent HLA-A alleles were A*02 (allele frequency=0.44) and A*24 (allele frequency=0.36) whereas the most frequent HLA-B alleles were B*35 (allele frequency=0.25), B*39 (allele frequency=0.17) and B*51 (allele frequency= 0.17).

Table 2.

HLA-A, -B, -DRB1 and -DQB1 Allele Frequencies in the Studied Mayos Population

Alleles % Alleles % Alleles %
HLA-A* 39 16.7 1310 0.8
0106 0.8 40 12.5 1347 3.3
02 44.2 44 0.8 1402 0.8
03 1.7 45 1.7 1403 0.8
11 1.7 48 5.0 1406 11.8
23 2.5 51 16.7 1427 0.8
24 35.8 52 0.8 1429 0.8
26 2.5 53 0.8 1446 0.8
31 2.5
32 0.8 HLA-DRB1* HLA-DQB1*
68 7.5 0101 0.8 02 2.5
0301 1.7 0301 18.4
HLA-B* 0403 5.8 0302 62.6
7 1.7 0404 7.5 0305 0.8
8 2.5 0407 50.1 0402 10.8
14 4.2 0410 0.8 0501 0.8
15 5.8 0701 0.8 0603 3.3
18 2.5 0801 0.8 0609 0.8
27 3.3 0802 9.3
35 25.0 1301 2.5

With respect to the HLA class II, 60 individuals were typed. Eighteen different HLA-DRB1 alleles were found, but only two of them had frequencies higher than 0’1 (DRB1*0407 and DRB1*1406), the sum of these two allelic frequencies was more than 0’6. Other three alleles common in Amerindians have been found in this ethnic group with allelic frequencies between 0’05-0’1 (DRB1*0403, DRB1*0404 and DRB1*0802). DQB1 allele frequencies reflect the DRB1 locus allele distribution due to the strong linkage disequilibrium level between these two loci, thus, the most frequent HLA-DQB1 alleles were DQB1*0302 (allele frequency=0.63), DQB1*0301 (allele frequency=0.18) and DQB1*0402 (allele frequency=0.11).

Two types of analysis were done in order to compare Mayos HLA frequencies with other world population’s frequencies: 1) with pooled DRB1 and DQB1 data; and 2) with DRB1 only. It was not possible to carry out a study comparing frequencies of HLA class I and II conjointly due to the lack of class I studies in many Amerindian and other populations. The single DRB1 study was carried out in order to compare the American Indian HLA population frequencies with those of Polynesians, Melanesians and Micronesians, who lacked DQB1 analyses, see Table 1, Table 3 and Fig. (2). HLA-DRB1, DQB1 neighbor-joining tree grouped together the Amerindians and separated them from Na-Dene and Eskimo Native American groups and also from the Orientals and Caucasoids, Fig. (3). When the Polynesians, Melanesians and Micronesians were included (see Table 1) the topology of the tree (DRB1 alone) does not change (data not shown), it is also seen in the correspondence analysis, Fig. (2). This effect is more evident when genetic distances are considered (Table 3).

Table 3.

Genetic Distances (DA) between Mayos and other Populations (x 100) Obtained by Using HLA-DRB1 Allele Frequencies

Population DA Population DA Population DA
Kogi 11.20 Athabaskan 63.46 Algerians 78.77
Teenek 11.38 Tuvinians 65.05 Chukchi 78.96
Mayans 13.17 Russians 65.59 Moroccan Jews 80.02
Arsario 18.13 French 66.09 Ashkenazi Jews 80.61
Mazatecan 20.44 Lebanese-KZ 68.86 Udegeys 80.69
Mixteco 23.20 Khalk-Mongolian 69.24 Eskimos 80.88
Eastern-Toba 23.32 Germans 69.39 Western Samoa 83.37
Arhuaco 24.22 Ainu 69.96 Fidji 84.19
Seri 26.73 Japanese 69.96 Kets 84.27
Nahuas 27.33 Koreans 70.74 Sardinians 84.48
Zapotecans 29.37 Spaniards 70.95 Manchu 84.87
Lakota Sioux 30.05 Danish 71.23 Evenks 86.05
Wayu 30.45 Guarani 71.62 Singapore-Chinese 86.72
Toba-Pilaga 30.72 Italians 72.40 New Caledonia 90.12
Mixe 30.98 Tlingit 72.73 Buyi 90.25
Quechuas 31.47 Moroccans 73.03 Nivkhs 90.63
Mexican Mestizos 33.93 Khoton-Mongolian 74.60 Rabaul 91.81
Cayapa 37.40 Lebanese-NS 75.36 Cape-York 95.58
Tarahumaras 37.96 Cretans 75.58 Central-Desert 95.74
Lamas 40.49 Berber-Souss 75.59 Madang 97.04
Mataco-Wichi 41.29 Macedonians 77.33 Yuendumu 98.45
Jaidukama 41.50 Chuvashians 77.66 Papua New Guinea 99.24
Aymara 42.45 Non Ashkenazi Jews 77.77 Kimberley 100
Terena Indians 43.08 Spanish Basques 78.15
Xavantes 52.25 Koryaks 78.34

Fig. (2).

Fig. (2)

Correspondence analysis showing a global view of the relationship among Amerindian, Na-Dene, Eskimo, Asian, European and Polynesian populations according to HLA-DRB1 allele frequencies in n dimensions (bi-dimensional representation). Grey intensity represents an approximate grouping of populations.

Fig. (3).

Fig. (3)

Neighbor-joining dendrogram showing relatedness between Mayos and Amerindians, Na-Dene, Eskimo, Asian and European populations. Genetic distances between populations (DA) were calculated by using HLA-DRB1-DQB1 genotyping. Data from other populations were taken from references detailed in Table 1.

Genetic distances between Mayos and other populations show that Mayos are both close to Meso and South Americans (Table 3). Indeed, Kogi (11.20x10-2, Colombia), Teenek (11.38x10-2, Mexico), Mayans (13.17 x10-2, Guatemala), Arsario (18.13 x10-2, Colombia), Mazatecans (20.44 x10-2, Mexico) and Mixteco (23.20 x10-2, Mexico) show the closest genetic distances to Mayos, followed by Eastern Toba, Arhuaco, Seri, Nahuas and the rest of Amerindian populations. A discontinuity between Amerindians and the other world groups (including Na-Dene and Eskimos) is observed. With respect to Guarani population, we could observe that a more larger genetic distance exists with Mayos; larger than with other non Amerindian population (Athabaskans), this fact may be due to the low number of HLA typings of the Guarani population or to admixture (Table 3).

HLA-A, -B, -DRB1 and –DQB1 Linkage Disequilibrium Analysis in Mayos Compared to other Populations

Associations between different HLA loci were estimated. The most probable two loci haplotype combinations (A-B, B-DRB1 and DRB1-DQB1) were calculated (data not shown).

The ten most frequent extended haplotypes are depicted in Table 4. Mayos extended HLA haplotypes have been obtained for the first time, allowing their comparison with the previously reported ones in other populations (Table 4 and its footnote).

Table 4.

The Ten Most Frequent HLA-A, -B, -DRB1 and -DQB1 Extended Haplotypes in the Mayos Population. HF: Haplotype Frequency

Haplotypes HF (%) Possible Origin
HLA-A*24-B*39-DRB1*0407-DQB1*0302a 8.2 Amerindian
HLA-A*02-B*35-DRB1*0407-DQB1*0302b 7.3 Amerindian
HLA-A*24-B*35-DRB1*0407-DQB1*0302c 6.0 Amerindian
HLA-A*02-B*35-DRB1*1406-DQB1*0301d 4.2 New
HLA-A*02-B*40-DRB1*0407-DQB1*0302e 4.2 Amerindian
HLA-A*02-B*48-DRB1*0404-DQB1*0302f 3.3 New
HLA-A*24-B*51-DRB1*0407-DQB1*0302g 3.3 New
HLA-A*02-B*39-DRB1*0407-DQB1*0302h 2.7 Amerindian
HLA-A*02-B*08-DRB1*0407-DQB1*0302i 2.5 New
HLA-A*02-B*35-DRB1*0802-DQB1*0402j 2.5 Amerindian

Table 4 footnote:

a

Only found in Mazatecans (3.3%).

b

Found in Seri (18.2%); Teeneks (15.5%); Mayans (10.6%); Mixtecos (3%); Mazatecans (2.5%); Aymaras (1.7%); Peruvian Inidians (1.7%).

c

Found in Mayans (5%); Teeneks (3.7%); Seris (2.3%); Lakota-Sioux (2.2%); Aymaras (2.1%); Quechuas (1.4%).

d,f,g,i

Not found in any other ethnic groups.

e

Found in Aymaras (2.3%) and Mayans (0.7%).

h

Found in Mazatecans (10.8%); Mixe (9%); Mayans (4.2%); Teeneks (3.7%); and Terena Indians (2.3%).

j

Found in Aymaras (10.4%); Peruvian Indians (9.6%); Mayans (8.4%); Nahuas (6.1%); Mixtecos (6%); Seri (4.5%); Zapotecans (3%)and Mixe (1.5%).

Other haplotypes found are: HLA-A*02-B*15-DRB1*0802-DQB1*0402 (1.7%), HLA-A*02-B*39-DRB1*0403-DQB1*0302 (1.7%), HLA-A*02-B*39-DRB1*1406-DQB1*0402 (1.7%), HLA-A*02-B*48-DRB1*0407-DQB1*0302 (1.7%), HLA-A*02-B*51-DRB1*1301-DQB1*0603 (1.7%), HLA-A*03-B*51-DRB1*0407-DQB1*0302 (1.7%), HLA-A*24-B*07-DRB1*0802-DQB1*0402 (1.7%), HLA-A*24-B*15-DRB1*0407-DQB1*0302 (1.7%), HLA-A*24-B*40-DRB1*0407-DQB1*0302 (1.7%), HLA-A*24-B*40-DRB1*0802-DQB1*0402 (1.7%), HLA-A*24-B*51-DRB1*1406-DQB1*0301 (1.7%), HLA-A*68-B*40-DRB1*0407-DQB1*0302 (1.7%).

References: [4, 17, 21, 22, 26, 30, 31, 50].

The DRB1*0407-DQB1*0302 was associated with A*24-B*39, A*02-B*35, A*24-B*35, A*02-B*40, A*24-B*51, A*02-B*39 and A*02-B*08, meanwhile DRB1*1406-DQB1*0301 was associated with A*2-B*35; DRB1*0404-DQB1*0302 was associated with A*02-B*48 and DRB1*0802-DQB1*0402 was associated with A*02-B*35.

The most frequent extended HLA haplotypes have Amerindian characteristics and it has been found in other Amerindian populations. The most frequent extended HLA haplotype A*24-B*39-DRB1*0407-DQB1*0302 (8.2%) has also been found only in Mazatecan Amerindian population. Six of the ten most frequent Mayos haplotypes have been found in other Amerindians populations, mainly in other Meso-American populations as Mazatecan, Seri, Mixe, Teeneks, Mixtecos, Mayans, Nahuas and Zapotecans. Four of them have not been found in any other worldwide ethnic group, these haplotypes seem to be specific for this Mexican ethnic group (Table 4 and its footnote).

DISCUSSION

Mayos and Mexican Populations

We studied an isolated population from Northeast Mexico (Mayos) which confirmed the limited HLA polymorphism found in other isolated tribes from Meso and South America. We detected only ten HLA-A alleles and fifteen HLA-B different alleles in this population. Only two (A*02 and A*24) HLA-A alleles and three (B*35, B*40 and B*51) HLA-B alleles had frequencies higher than 0’1. With respect to HLA class II genes, only two (DRB1*0407 and DRB1*1406) HLA-DRB1 alleles and three (DQB1*0302, DQB1*0301 and DQB1*0402) HLA-DQB1 alleles had frequencies higher than 0’1. All of these HLA class I and II alleles have already been described in other Mexican populations [2, 4, 17, 18, 19].

Neighbour-Joining dendrogram and correspondence analyses correlate Mayos tribe together with Mexican populations like Teeneks and Tarahumaras, Fig. (3), and also with Nahuas ethnic group, Fig. (2). Regarding the genetic distances (a bidimensional parameter), Kogi from Colombia, and Mayans from Guatemala are the populations most related to Mayos (Table 3).

We can deduce from HLA genetic results (allele frequencies and extended haplotypes) that our Mayos sample has not had any contact with European people, because it would be clearly shown by using these particular HLA genetic markers [20].

Mayos and South American Populations

The results of HLA genetic typing in Mayos population confirm that they belong to Amerindian HLA genetic profile.

The presence of HLA-B*48 allele in this population is remarkable (allele frequency= 0’05, Table 2) as it is lacking in all Mexican populations so far except in Andean populations like Aymaras, Quechuas and Lamas [21-23].

HLA-B*48 is relatively common in Na-Dene and Asian populations [9, 24]. The presence of this allele (together with DRB1*0901) in a few Amerindian populations is the only evidence that could strictly support the three wave model of peopling America including Meso and South America [25] because these two alleles would be shared with southern Asian populations.

All Amerindian ethnic groups bearing HLA-B*48 allele in its HLA pofile are living in the Pacific Coast (Mayos and Andean Populations). This might mean the existence of southern Asian migrations to coastal Meso and South America.

Amerindian Languages

Again, while Mayos seem to be genetically related with South American populations [Kogi, Table 1; Terena and Aymaras, Fig. (3); and Wayu and Quechua, Fig. (2)], languages spoken by these groups are disparate and belong to far related linguistic branches.

It is also remarkable that Tarahumara ethnic group, which speaks a similar language to Mayos and is geographically very close to it, genetically shows relatively distant, Table 2, Fig. (2) and Fig. (3). This is a general phenomenon in Amerindians: genes and languages do not correlate.

Finally, Mayos ethnic group lives in Sinaloa Mexican State and at least in our sample European HLA genes and haplotypes are not found; this occurs in spite of that Sinaloa is one of the Mexican States where more European HLA alleles are found [20].

These facts may be taken into account when setting up transplantation programs and also for studiyng HLA and disease associations.

ACKNOWLEDGEMENTS

This work was supported in part by three grants from the Fundacion Mutua Madrileña Automovilista (2004, 2005, 2006) and Ministerio de Sanidad (PI-051039).

ABBREVIATIONS

HLA

= Human leukocyte antigen

NJ

= Neighbor-joining

REFERENCES

  • 1.Scheffler L. Los indigenas Mexicanos. Mexico DF: Panorama; 1992. [Google Scholar]
  • 2.Vargas-Alarcon G., Moscoso J., Martinez-Laso J., Rodriguez-Perez J.M., Flores-Dominguez C., Serrano-Vela J.I., Moreno A., Granados J., Arnaiz-Villena A. Origin of Mexican Nahuas (Aztecs) according to HLA genes and their relationships with worldwide populations. Mol. Immunol. 2007;44:747–755. doi: 10.1016/j.molimm.2006.04.014. [DOI] [PubMed] [Google Scholar]
  • 3.Lopez-Lujan L. Gran Enciclopedia de Espaa y América. Madrid: Espasa-Calpe/Argantonio; 1983. Los Mexicas, últimos señores de Mesoamérica. [Google Scholar]
  • 4.Arnaiz-Villena A., Vargas-Alarcon G., Granados J., Gomez-Casado E., Longas J., Gonzales-Hevilla M., Zuniga J., Salgado N., Hernandez-Pacheco G., Guillen J., Martinez-Laso J. HLA genes in Mexican Mazatecans, the peopling of the Americas and the uniqueness of Amerindians. Tissue Antigens. 2000;56:405–416. doi: 10.1034/j.1399-0039.2000.560503.x. [DOI] [PubMed] [Google Scholar]
  • 5.Schneider S., Roessli D., Excoffier L. ARLEQUIN: a software for population genetics database analysis. (2.0) Genetics and Biometry Laborataries Department of Anthropology, University of Geneva. 2000.
  • 6.Imanishi T., Akaza T., Kimura A., Tokunaga K., Gojobori T. Estimation of allele and haplotype frequencies for HLA and complement loci HLA 1991. In: Tsuji K., Aizawa M., Sasazuki T, editors. Oxford: Oxford University Press; 1992. pp. 76–79. [Google Scholar]
  • 7.Mattiuz P.L., Ihde D., Piazza A., Ceppelini R., Wodmer W.F. Histocompatibility testing, 1970. Copenhagen: Munksgaard; 1970. New approaches to the population genetics and segregation analysis of the HLA system; pp. 193–206. [Google Scholar]
  • 8.Arnaiz-Villena A., Martinez-Laso J., Gomez-Casado E., Diaz-Campos N., Santos P., Martinho A., Breda-Coimbra H. Relatedness among Basques, Portuguese, Spaniards, and Algerians studied by HLA allelic frequencies and haplotypes. Immunogenetics. 1997;47:37–43. doi: 10.1007/s002510050324. [DOI] [PubMed] [Google Scholar]
  • 9.Imanishi T., Akaza T., Kimura A., Tokunaga K., Gojobori T. Allele and haplotype frequencies for HLA and complement loci in various ethnic groups HLA 1991. In: Tsuji K., Aizawa M., Sasazuki T, editors. Oxford: Oxford University Press; 1992. pp. 1065–1220. [Google Scholar]
  • 10.Imanishi T., Akaza T., Kimura A., Tokunaga K., Gojobori T. Genetic relationships among various human populations indicated by MHC polymorphisms HLA 1991. In: Tsuji K., Aizawa M., Sasazuki T, editors. Oxford: Oxford University Press; 1992. pp. 627–632. [Google Scholar]
  • 11.Clayton J., Lonjou C. Allele and Haplotype frequencies for HLA loci in various ethnic groups. In: Charron D, editor. Genetic diversity of HLA. Functional and medical implications. Paris: EDK; 1997. pp. 665–820. [Google Scholar]
  • 12.Saitou N., Nei M. The neighbor-joining method a new method for reconstructing phylogenetic trees. Mol. Biol. Evol. 1987;4:406–425. doi: 10.1093/oxfordjournals.molbev.a040454. [DOI] [PubMed] [Google Scholar]
  • 13.Nei M. Genetic distances between populations. Am. Nat. 1972;106:283. [Google Scholar]
  • 14.Nei M. Analysis of gene diversity in subdivided populations. Proc. Natl. Acad. Sci. USA. 1973;70:3321–3323. doi: 10.1073/pnas.70.12.3321. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Nei M., Tajima F., Tateno Y. Accuracy of estimated phylogenetic trees from molecular data II. Gene frequency data. J. Mol. Evol. 1983;19:153–170. doi: 10.1007/BF02300753. [DOI] [PubMed] [Google Scholar]
  • 16.Young F.W., Bann C.M. A visual statistics system. In: Stine R.A., Fox J, editors. Statistical Computing Environments for Social Researches. London: Sage Publications; 1996. pp. 207–236. [Google Scholar]
  • 17.Petzl-Erler M.L., Gorodezky C., Layrisse Z. Anthropology report for the Latin-American Region Amerindian and admixture populations. In: Charron D, editor. Genetic diversity of HLA Funtional and medical implications. Paris: EDK; 1997. pp. 337–345. [Google Scholar]
  • 18.Garcia-Ortiz J.E., Sandoval-Ramirez L., Rangel-Villalobos H., Maldonado-Torres H., Cox S., Garcia-Sepulveda C.A., Figuera L.E., Marsh S.G., Little A.M., Madrigal J.A., Moscoso J., Arnaiz-Villena A., Arguello J.R. High-resolution molecular characterization of the HLA class I and class II in the Tarahumara Amerindian population. Tissue Antigens. 2006;68:135–146. doi: 10.1111/j.1399-0039.2006.00636.x. [DOI] [PubMed] [Google Scholar]
  • 19.Vargas-Alarcon G., Hernandez-Pacheco G., Moscoso J., Perez-Hernandez N., Murguia L.E., Moreno A., Serrano-Vela J.I., Granados J., Arnaiz-Villena A. HLA genes in Mexican Teeneks: HLA genetic relationship with other worldwide populations. Mol. Immunol. 2006;43:790–799. doi: 10.1016/j.molimm.2005.07.017. [DOI] [PubMed] [Google Scholar]
  • 20.Barquera R., Zuniga J., Hernandez-Diaz R., Acuna-Alonzo V., Montoya-Gama K., Moscoso J., Torres-Garcia D., Garcia-Salas C., Silva B., Cruz-Robles D., Arnaiz-Villena A., Vargas-Alarcon G., Granados J. HLA class I and class II haplotypes in admixed families from several regions of Mexico. Mol. Immunol. 2008;45:1171–1178. doi: 10.1016/j.molimm.2007.07.042. [DOI] [PubMed] [Google Scholar]
  • 21.Arnaiz-Villena A., Siles N., Moscoso J., Zamora J., Serrano-Vela J.I., Gomez-Casado E., Castro M.J., Martinez-Laso J. Origin of Aymaras from Bolivia and their relationship with other Amerindians according to HLA genes. Tissue Antigens. 2005;65:379–390. doi: 10.1111/j.1399-0039.2005.00356.x. [DOI] [PubMed] [Google Scholar]
  • 22.Martinez-Laso J., Siles N., Moscoso J., Zamora J., Serrano-Vela J.I., Ira-Cachafeiro J., Castro M.J., Serrano-Rios M., Arnaiz-Villena A. Origin of Bolivian Quechua Amerindians their relationship with other American Indians and Asians according to HLA genes. Eur. J. Med. Genet. 2006;49:169–185. doi: 10.1016/j.ejmg.2005.04.005. [DOI] [PubMed] [Google Scholar]
  • 23.Moscoso J., Seclen S., Serrano-Vela J.I., Villena A., Martinez-Laso J., Zamora J., Moreno A., Ira-Cachafeiro J., Arnaiz-Villena A. HLA genes in Lamas Peruvian-Amazonian Amerindians. Mol. Immunol. 2006;43:1881–1889. doi: 10.1016/j.molimm.2005.10.013. [DOI] [PubMed] [Google Scholar]
  • 24.Monsalve M.V., Edin G., Devine D.V. Analysis of HLA class I and class II in Na-Dene and Amerindian populations from British Columbia, Canada. Hum. Immunol. 1998;59:48–55. doi: 10.1016/s0198-8859(97)00251-6. [DOI] [PubMed] [Google Scholar]
  • 25.Greenberg J.H., Turner C.G., Zegura S.L. The settlement of the Americas: a comparison of the linguistic, dental and genetic evidence. Curr. Anthropol. 1986;27:477–498. [Google Scholar]
  • 26.Gomez-Casado E., Martinez-Laso J., Moscoso J., Zamora J., Martin-Villa M., Perez-Blas M., Lopez-Santalla M., Lucas G.P., Silvera C., Lowy E., Arnaiz-Villena A. Origin of Mayans according to HLA genes and the uniqueness of Amerindians. Tissue Antigens. 2003;61:425–436. doi: 10.1034/j.1399-0039.2003.00040.x. [DOI] [PubMed] [Google Scholar]
  • 27.Yunis J.J., Ossa H., Salazar M., Delgado M.B., Deulofeut R., de la H.A., Bing D.H., Ramos O., Yunis E.J., Yunis E.J. Major histocompatibility complex class II alleles and haplotypes and blood groups of four Amerindian tribes of northern Colombia. Hum. Immunol. 1994;41:248–258. doi: 10.1016/0198-8859(94)90043-4. [DOI] [PubMed] [Google Scholar]
  • 28.Titus-Trachtenberg E.A., Rickards O., De Stefano G.F., Erlich H.A. Analysis of HLA class II haplotypes in the Cayapa Indians of Ecuador: a novel DRB1 allele reveals evidence for convergent evolution and balancing selection at position 86. Am. J. Hum. Genet. 1994;55:160–167. [PMC free article] [PubMed] [Google Scholar]
  • 29.Cerna M., Falco M., Friedman H., Raimondi E., Maccagno A., Fernandez-Vina M., Stastny P. Differences in HLA class II alleles of isolated South American Indian populations from Brazil and Argentina. Hum. Immunol. 1993;37:213–220. doi: 10.1016/0198-8859(93)90504-t. [DOI] [PubMed] [Google Scholar]
  • 30.Leffell M.S., Fallin M.D., Hildebrand W.H., Cavett J.W., Iglehart B.A., Zachary A.A. HLA alleles and haplotypes among the Lakota Sioux: report of the ASHI minority workshops, part III. Hum. Immunol. 2004;65:78–89. doi: 10.1016/j.humimm.2003.10.001. [DOI] [PubMed] [Google Scholar]
  • 31.Lazaro A.M., Moraes M.E., Marcos C.Y., Moraes J.R., Fernandez-Vina M.A., Stastny P. Evolution of HLA-class I compared to HLA-class II polymorphism in Terena, a South-American Indian tribe. Hum. Immunol. 1999;60:1138–1149. doi: 10.1016/s0198-8859(99)00092-0. [DOI] [PubMed] [Google Scholar]
  • 32.Grahovac B., Sukernik R.I., O'hUigin C., Zaleska-Rutczynska Z., Blagitko N., Raldugina O., Kosutic T., Satta Y., Figueroa F., Takahata N., Klein J. Polymorphism of the HLA class II loci in Siberian populations. Hum. Genet. 1998;102:27–43. doi: 10.1007/s004390050650. [DOI] [PubMed] [Google Scholar]
  • 33.Geng L., Imanishi T., Tokunaga K., Zhu D., Mizuki N., Xu S., Geng Z., Gojobori T., Tsuji K., Inoko H. Determination of HLA class II alleles by genotyping in a Manchu population in the northern part of China and its relationship with Han and Japanese populations. Tissue Antigens. 1995;46:111–116. doi: 10.1111/j.1399-0039.1995.tb02486.x. [DOI] [PubMed] [Google Scholar]
  • 34.Munkhbat B., Sato T., Hagihara M., Sato K., Kimura A., Munkhtuvshin N., Tsuji K. Molecular analysis of HLA polymorphism in Khoton-Mongolians. Tissue Antigens. 1997;50:124–134. doi: 10.1111/j.1399-0039.1997.tb02851.x. [DOI] [PubMed] [Google Scholar]
  • 35.Martinez-Laso J., Sartakova M., Allende L., Konenkov V., Moscoso J., Silvera-Redondo C., Pacho A., Trapaga J., Gomez-Casado E., Arnaiz-Villena A. HLA molecular markers in Tuvinians a population with both Oriental and Caucasoid characteristics. Ann. Hum. Genet. 2001;65:245–261. doi: 10.1017/S0003480001008624. [DOI] [PubMed] [Google Scholar]
  • 36.Martinez-Laso J., de Juan D., Martinez-Quiles N., Gomez-Casado E., Cuadrado E., Arnaiz-Villena A. The contribution of the HLA-A, -B, -C and -DR, -DQ DNA typing to the study of the origins of Spaniards and Basques. Tissue Antigens. 1995;45:237–245. doi: 10.1111/j.1399-0039.1995.tb02446.x. [DOI] [PubMed] [Google Scholar]
  • 37.Izaabel H., Garchon H.J., Caillat-Zucman S., Beaurain G., Akhayat O., Bach J.F., Sanchez-Mazas A. HLA class II DNA polymorphism in a Moroccan population from the Souss, Agadir area. Tissue Antigens. 1998;51:106–110. doi: 10.1111/j.1399-0039.1998.tb02954.x. [DOI] [PubMed] [Google Scholar]
  • 38.Gomez-Casado E., del Moral P., Martinez-Laso J., Garcia-Gomez A., Allende L., Silvera-Redondo C., Longas J., Gonzalez-Hevilla M., Kandil M., Zamora J., Arnaiz-Villena A. HLA genes in Arabic-speaking Moroccans: close relatedness to Berbers and Iberians. Tissue Antigens. 2000;55:239–249. doi: 10.1034/j.1399-0039.2000.550307.x. [DOI] [PubMed] [Google Scholar]
  • 39.Arnaiz-Villena A., Dimitroski K., Pacho A., Moscoso J., Gomez-Casado E., Silvera-Redondo C., Varela P., Blagoevska M., Zdravkovska V., Martinez-Laso J. HLA genes in Macedonians and the sub-Saharan origin of the Greeks. Tissue Antigens. 2001;57:118–127. doi: 10.1034/j.1399-0039.2001.057002118.x. [DOI] [PubMed] [Google Scholar]
  • 40.Arnaiz-Villena A., Iliakis P., Gonzalez-Hevilla M., Longas J., Gomez-Casado E., Sfyridaki K., Trapaga J., Silvera-Redondo C., Matsouka C., Martinez-Laso J. The origin of Cretan populations as determined by characterization of HLA alleles. Tissue Antigens. 1999;53:213–226. doi: 10.1034/j.1399-0039.1999.530301.x. [DOI] [PubMed] [Google Scholar]
  • 41.Martinez-Laso J., Gazit E., Gomez-Casado E., Morales P., Martinez-Quiles N., Alvarez M., Martin-Villa J.M., Fernandez V., Arnaiz-Villena A. HLA DR and DQ polymorphism in Ashkenazi and non-Ashkenazi Jews: comparison with other Mediterraneans. Tissue Antigens. 1996;47:63–71. doi: 10.1111/j.1399-0039.1996.tb02515.x. [DOI] [PubMed] [Google Scholar]
  • 42.Roitberg-Tambur A., Witt C.S., Friedmann A., Safirman C., Sherman L., Battat S., Nelken D., Brautbar C. Comparative analysis of HLA polymorphism at the serologic and molecular level in Moroccan and Ashkenazi Jews. Tissue Antigens. 1995;46:104–110. doi: 10.1111/j.1399-0039.1995.tb02485.x. [DOI] [PubMed] [Google Scholar]
  • 43.Arnaiz-Villena A., Martinez-Laso J., Moscoso J., Livshits G., Zamora J., Gomez-Casado E., Silvera-Redondo C., Melvin K., Crawford M.H. HLA genes in the Chuvashian population from European Russia: admixture of Central European and Mediterranean populations. Hum. Biol. 2003;75:375–392. doi: 10.1353/hub.2003.0040. [DOI] [PubMed] [Google Scholar]
  • 44.Kapustin S., Lyshchov A., Alexandrova J., Imyanitov E., Blinov M. HLA class II molecular polymorphisms in healthy Slavic individuals from North-Western Russia. Tissue Antigens. 1999;54:517–520. doi: 10.1034/j.1399-0039.1999.540509.x. [DOI] [PubMed] [Google Scholar]
  • 45.Gao X., Veale A., Serjeantson S.W. HLA class II diversity in Australian aborigines: unusual HLA-DRB1 alleles. Immunogenetics. 1992;36:333–337. doi: 10.1007/BF00215663. [DOI] [PubMed] [Google Scholar]
  • 46.Gao X., Bhatia K., Trent R.J., Serjeantson S.W. HLA-DR,DQ nucleotide sequence polymorphisms in five Melanesian populations. Tissue Antigens. 1992;40:31–37. doi: 10.1111/j.1399-0039.1992.tb01954.x. [DOI] [PubMed] [Google Scholar]
  • 47.Lester S., Cassidy S., Humphreys I., Bennett G., Hurley C.K., Boettcher B., McCluskey J. Evolution in HLA-DRB1 and major histocompatibility complex class II haplotypes of Australian aborigines. Definition of a new DRB1 allele and distribution of DRB1 gene frequencies. Hum. Immunol. 1995;42:154–160. doi: 10.1016/0198-8859(94)00087-7. [DOI] [PubMed] [Google Scholar]
  • 48.Bannai M., Tokunaga K., Imanishi T., Harihara S., Fujisawa K., Juji T., Omoto K. HLA class II alleles in Ainu living in Hidaka District, Hokkaido, northern Japan. Am. J. Phys. Anthropol. 1996;101:1–9. doi: 10.1002/(SICI)1096-8644(199609)101:1<1::AID-AJPA1>3.0.CO;2-Z. [DOI] [PubMed] [Google Scholar]
  • 49.Gao X., Zimmet P., Serjeantson S.W. HLA-DR,DQ sequence polymorphisms in Polynesians, Micronesians, and Javanese. Hum. Immunol. 1992;34:153–161. doi: 10.1016/0198-8859(92)90107-x. [DOI] [PubMed] [Google Scholar]
  • 50.de Pablo R., Beraun Y., Nieto A., Calzada J.E., Rementeria M.C., Sanz L., Lopez-Nevot M.A., Martin J. HLA class I and class II allele distribution in the Peruvian population. Tissue Antigens. 2000;56:507–514. doi: 10.1034/j.1399-0039.2000.560604.x. [DOI] [PubMed] [Google Scholar]

Articles from Current Genomics are provided here courtesy of Bentham Science Publishers

RESOURCES