- Open Access
High diversity and no significant selection signal of human ADH1B gene in Tibet
- Yan Lu†1,
- Longli Kang†1, 2,
- Kang Hu2,
- Chuanchao Wang1,
- Xiaoji Sun1,
- Feng Chen2,
- Judith R Kidd3,
- Kenneth K Kidd3 and
- Hui Li1, 2, 3Email author
© Lu et al.; licensee BioMed Central Ltd. 2012
- Received: 8 June 2012
- Accepted: 14 November 2012
- Published: 23 November 2012
ADH1B is one of the most studied human genes with many polymorphic sites. One of the single nucleotide polymorphism (SNP), rs1229984, coding for the Arg48His substitution, have been associated with many serious diseases including alcoholism and cancers of the digestive system. The derived allele, ADH1B*48His, reaches high frequency only in East Asia and Southwest Asia, and is highly associated with agriculture. Micro-evolutionary study has defined seven haplogroups for ADH1B based on seven SNPs encompassing the gene. Three of those haplogroups, H5, H6, and H7, contain the ADH1B*48His allele. H5 occurs in Southwest Asia and the other two are found in East Asia. H7 is derived from H6 by the derived allele of rs3811801. The H7 haplotype has been shown to have undergone significant positive selection in Han Chinese, Hmong, Koreans, Japanese, Khazak, Mongols, and so on.
In the present study, we tested whether Tibetans also showed evidence for selection by typing 23 SNPs in the region covering the ADH1B gene in 1,175 individuals from 12 Tibetan populations representing all districts of the Tibet Autonomous Region. Multiple statistics were estimated to examine the gene diversities and positive selection signals among the Tibetans and other populations in East Asia.
The larger Tibetan populations (Qamdo, Lhasa, Nagqu, Nyingchi, Shannan, and Shigatse) comprised mostly farmers, have around 12% of H7, and 2% of H6. The smaller populations, living on hunting or recently switched to farming, have lower H7 frequencies (Tingri 9%, Gongbo 8%, Monba and Sherpa 6%). Luoba (2%) and Deng (0%) have even lower frequencies. Long-range haplotype analyses revealed very weak signals of positive selection for H7 among Tibetans. Interestingly, the haplotype diversity of H7 is higher in Tibetans than in any other populations studied, indicating a longer diversification history for that haplogroup in Tibetans. Network analysis on the long-range haplotypes revealed that H7 in the Han Chinese did not come from the Tibetans but from a common ancestor of the two populations.
We argue that H7 of ADH1B originated in the ancestors of Sino-Tibetan populations and flowed to Tibetans very early. However, as Tibetans depend less on crops, and therefore were not significantly affected by selection. Thus, H7 has not risen to a high frequency, whereas the diversity of the haplogroup has accumulated to a very high level.
- Ancestral Allele
- Extended Haplotype Homozygosity
- Core Haplotype
- Population Relationship
- Tibetan Population
The alchohol dehydrogenase (ADH) gene family has seven members expressed in different organs and tissues; ADH1B is expressed mostly in the liver and lungs , where most alchohol is dehydrogenated . Therefore, ADH1B can be considered the most important member of the ADH family, and has become one of the most studied model genes for natural selection [3, 4] among the human genes. A single nucleotide polymorphism (SNP), ADH1B Arg48His (rs1229984), results in large functional differences in the respective enzymes of the ancestral and derived alleles. The enzyme catalytic activity of the derived allele is 40 times that of the ancestral allele . Thus, this SNP has been found to be relevant to cancers of the digestive and respiratory systems, alcoholism, addiction, and many other disorders [6–10].
The allele frequency of ADH1B*48His varies greatly among the world’s populations. The derived allele reaches high frequency only in eastern East Asia and Southwest Asia and is almost absent in the rest of the world . Further study revealed that several SNPs in ADH1B form different haplotypes, and haplotypes with the ADH1B*48His allele are different in East Asia and Southwest Asia , with evidence in East Asia of strong positive natural selection [11, 12] during the history of agriculture . In western East Asia, the allele frequency of ADH1B*48His is not high , especially among Tibetans . Tibetans share very recent common ancestors with the Han Chinese. Important questions are whether the ADH1B*48His alleles of Tibetans and Han Chinese have a common origin and, if so, why the frequency of this allele did not rise in Tibetans as it did in Han Chinese.
Our previous study found seven haplogroups (H1 to H7) for ADH1B among the world populations  based on seven SNPs in the gene. The ADH1B*48His allele appears in H5, H6, and H7. H5 is a Southwest Asian haplogroup. H6 derived from a crossover involving H5 and occurs primarily in East Asia and the Pacific region. H7 is derived from H6 by the addition of the derived allele of rs3811801 in the regulatory region of ADH1B. The age of H6 is about 15,000 to 21,000years , which is about the age of the modern East Asians [15–17]. Expansion of H7 happened only about 2,800 years ago, and is the only haplogroup with a strong signal of selection . The frequency of H7 is much higher in Han Chinese than the frequency of H6 [12, 18]. No study has previously investigated the distribution of the ADH1B haplogroups in Tibetan populations.
The languages of the Tibetans and Han Chinese belong to the Sino-Tibetan linguistic family. DNA evidence generally supports the hypothesis that populations speaking similar languages have recent common ancestors, especially in East Asia [19–21]. Y-chromosome DNA analyses argue that the divergence of Han Chinese and Tibeto-Burman populations was no earlier than 6,000 years ago [20, 22, 23].
There are five populations living in Tibet: Tibetans; Sherpa;Monba;Lhoba; and Deng . The Tibetans are the major population of Tibet, divided into three major branches, Weizang in central Tibet, Amdo in the north, and Khams in the east. Two minor Tibetan populations, Tingri and Gongbo, are yet to be classified into the three branches. Monba, Lhoba, and Deng are all in southeast Tibet. Their languages are mostly in the North Assam branch of Tibeto-Burman, while three-quarters of the Monba people use dialects mixed with the Tibetan language. The Sherpa people live in the middle of the Himalayas, an area overlapping with China, Nepal, Sikkim, and Bhutan, and speak a language very close to Tibetan . In this paper, we investigated Class I ADH and ADH7 haplogroup diversity among all populations in Tibet, and examined the diversity and selection signal of ADH1B.
DNA was extracted from the blood samples using Genomic DNA MiniPreps Kit for Blood (Generay Biotech Co., Shanghai, China). We examined 23 SNPs covering 173.5 kb ofthe ADH region (Additional file 1: Table S1), extending from rs1154473 upstream (telomeric) of ADH7 through ADH1C, ADH1B (including ADH1B*48His), and ADH1A to rs1230025 downstream (centromeric) of the ADH1 cluster. Seven of these covered the 16 kb of ADH1B and define the seven haplogroups (Additional file 1: Table S1). Taqman assays (Appliedbiosystems, Carlsbad, CA, USA) were employed for genotyping of the SNPs .
Allele frequencies of two core SNPs, rs1229984 and rs3811801, were estimated from the genotypes by simple gene counting assuming co-dominant inheritance and absence of null alleles. Geographic distributions of allele frequencies of these two SNPs in East Asia were transformed into contour maps using Surfer 8.0 (Golden Software, Golden, CO, USA). Both our results and data from literature were included [11, 12, 14, 27–35] in the maps; we used the Kriging method for data interpolation.
Haplotypes of the 23 SNPs were determined using PHASE2.1 [36, 37]. To make the haplotype estimation more reliable, our previous data of 4,362 chromosomes from 47 populations from the other region of the world were included as references . ADH1B haplogroups were then determined according to the definitions of H1 to H7 .
Average gene diversity within haplogroups of each population was calculated using Arlequin 3.01 . For haplogroups H5, H6, and H7, the relationships among the haplotypes of 23 SNPs were displayed by networks using Network 22.214.171.124 .
High extended linkage disequilibrium among the SNPs in the relevant genomic region might be signal of selection . We used the long-range haplotype (LRH) test to examine the linkage disequilibrium and potential positive selection on the core haplotypes (rs1229984-rs6810842-rs3811801) of ADH1B. Both extended haplotype homozygosity (EHH) and relative EHH (REHH) [42–44] were calculated in LRH tests. The integrated haplotype score (iHS) test was also employed to test for positive selection .
Principal component analysis was employed to assess the population relationships within the gene region. To identify the genetic barriers among the populations, pair-wise Fst values were estimated and the Barrier 2.2 software  was used.
Haplogroup frequencies and diversities
Frequencies of ADH1B haplogroups in Tibet
Diversities (23 SNPs) of ADH1B haplogroup H7 among linguistic families
Within haplogroup diversity
Average nucleic diversity
0.809 ± 0.016
0.116 ± 0.071
0.748 ± 0.030
0.106 ± 0.067
0.737 ± 0.026
0.084 ± 0.056
0.732 ± 0.024
0.087 ± 0.057
0.725 ± 0.066
0.122 ± 0.075
0.724 ± 0.023
0.084 ± 0.055
0.657 ± 0.063
0.055 ± 0.041
0.481 ± 0.063
0.079 ± 0.053
Long-range haplotype networks
In the East Asian haplogroup H6 network, the major Tibetan populations share haplotypes with Southeastern Asians and Han Chinese, while the smaller populations have unique haplotypes, indicating distinct histories and possibly different origins of the populations in Tibet. This phenomenon also appears in the H7 network. The major Tibetan populations share some common haplotypes with other populations, while the minor populations have unique haplotypes. In the H7 network, the major Tibetan populations also have some unique haplotypes different from the haplotypes unique to Han Chinese. Therefore, we conclude that H7 haplotypes experienced different recent histories in the Tibetans and Han Chinese. The H7 haplotypes in Tibetans did not originate from Han Chinese but from the common ancestral population of Sino-Tibetan people.
Positive selection test
In addition, we performed the iHS test, which integrates and makes comparison between integrated extended haplotype homozygosity (iHH) of the ancestral allele and iHH of the derived allele for each SNP we examined. However, no signals of positive selection were observed (Additional file 2: Figure S1).
Therefore, we conclude that ADH1B H7 in Tibet has undergone only very weak, if any, positive selection.
Population relationships for ADH1B region
ADH1B H7 arose in the common ancestors of Sino-Tibetan populations
In East Asia, the ADH1B gene is one of the genes whose diversity is correlated with ethnic classifications. Frequencies of ADH1B haplogroups are very different among different ethnic groups (linguistic families) . Compared to the high frequency of H7 in Han and Hmong Chinese, the frequency of H7 is rather low in the Tibetans (approximately 12%) and other populations (approximately 5%) in Tibet. However, the haplotype diversity of H7 reaches the highest value in the Tibetans, indicating a long history of this haplogroup in Tibet. Network analysis showed that most H7 haplotypes in the Tibetans have quite different flanking sequences from those that occur in Han Chinese. Thus, H7 has diverged in these two populations for a long time, and the origin of H7 might not be in either of the populations. The Tibetans and Han Chinese both speak Sino-Tibetan languages. Genetic and linguistic studies indicate that these two ethnic groups originated in the common ancestors in the upper reaches of the Yellow River about 6,000 years ago [20, 23]. ADH1B H7 might have come from the common ancestors of the Sino-Tibetan populations. Historical records say that the Tibetans came from the ancient Qiang people , which is the original population of Sino-Tibetan people. In our present Qiang sample, the H7 haplotype diversity is not the highest, but the average nucleic diversity is the highest, indicating a great age of H7 in the Qiang. However, our Qiang sample is from only one of the various Qiang populations [48–50]. Other Qiang populations should be included in future investigation to provide a better, more detailed evolutionary history of the ADH1B gene in East Asia.
Why is there no signal of selection onADH1B H7 in Tibet?
Signals of selection on ADH1B H7 are strong in Han Chinese, Japanese, Koreans, and Hmong. In ADH1B H7, both alleles of the non-synonymous rs1229984 and regulatory region rs3811801 are derived. We did not find samples with only the derived allele of rs3811801 in the previous studies , and therefore, we cannot be sure if the derived allele of rs1229984 is sufficient to explain the selection. In this study, we found a new haplotype, H7b with only the derived allele of rs3811801 in the Tibetans, but we are not yet sure whether both derived alleles are necessary for selection as the diversity of H7b is too high.
ADH1B H7 was derived from ADH1B H6 . In those East Asian populations lacking selection signals at ADH1B, the frequencies of H6 are all much higher than the derived haplogroup H7. The frequency of H7 is much higher than H6 and appears to have increased rapidly as the result of selection in Han Chinese, Japanese, and so on [11, 12]. In Tibetans, the frequency of H7 is also much higher than that of H6, which could also suggest positive selection. However, the LRH test revealed only a weak, non-significant signal of selection in the Tibetans. That may also explain why the frequency of H7 in Tibetans is not as high as in Han Chinese.
The selection of the 48His variant of ADH1B in East Asia appears related to agriculture, most likely to rice domestication . In Tibet, the major lifestyle is not crop farming but stock farming , and the few crops in Tibet are highland barley and millet , not rice. This might be the reason selection on ADH1B is not detectable in Tibet. Furthermore, the crops can be better stored on the cold highland than on the warm plain. While no definitive explanation of what characteristic was the basis of selection, these data are consistent with one hypothesis related to toxins from decomposition during storage : fewer toxins would be generated during crop storage in Tibet, and therefore, the selective force on the ADH1B gene would be small to absent.
The diversification of ADH1B in the Sino-Tibetan populations has a long history. Haplogroup H7 of ADH1B originated in the ancestor of Sino-Tibetan populations and flowed to the Tibetans very early. However, as the Tibetans have a lifestyle less dependent on crops, selection has not had significant effects, and H7 has not risen to a high frequency, whereas the diversity of the haplogroup has accumulated to a very high level.
We are grateful to all the volunteers for providing DNA samples. This work was supported by grants from the Natural Science Foundation of China (91131002, 31071098), National Excellent Youth Science Foundation of China (31222030), Shanghai Commission of Education Research Innovation Key Project (11zz04), Shanghai professional development funding (2010001), China Postdoctoral Science Foundation (200902208), the Key Project of Chinese Ministry of Education (208138), Social Science Foundation of Chinese Ministry of Education (12YJA850011), and National ‘Eleventh Five-Year’ Technology Support Program (2007BA/25800).
- Yin SJ, Liao CS, Wu CW, Li TT, Chen LL, Lai CL, Tsao TY: Human stomach alcohol and aldehyde dehydrogenases: comparison of expression pattern and activities in alimentary tract. Gastroenterology. 1997, 112: 766-775. 10.1053/gast.1997.v112.pm9041238.View ArticlePubMedGoogle Scholar
- He GF, Zhong SR, Jing Q: Genetic polymorphism for genes of alcohol dependence. Hereditas (Beijing). 2008, 30: 412-418.Google Scholar
- Li H, Mukherjee N, Soundararajan U, Tarnok Z, Barta C, Khaliq S, Mohyuddin A, Kajuna SL, Mehdi SQ, Kidd JR, Kidd KK: Geographically separate increases in the frequency of the derived ADH1B*47His allele in eastern and western Asia. Am J Hum Genet. 2007, 81: 842-846. 10.1086/521201.PubMed CentralView ArticlePubMedGoogle Scholar
- Li H, Kidd KK: Low Allele Frequency of ADH1B*47His in West China and Different ADH1B Haplotypes in Western and Eastern Asia. Am J Hum Genet. 2009, 84: 92-94. 10.1016/j.ajhg.2008.12.006.PubMed CentralView ArticleGoogle Scholar
- Ramchandani VA, Bosron WF, Li TK: Research advances in ethanol metabolism. Pathol Biol (Paris). 2001, 49: 676-682. 10.1016/S0369-8114(01)00232-2.View ArticleGoogle Scholar
- McKay JD, Truong T, Gaborieau V, Chabrier A, Chuang SC, Byrnes G, Zaridze D, Shangina O, Szeszenia-Dabrowska N, Lissowska J, Rudnai P, Fabianova E, Bucur A, Bencko V, Holcatova I, Janout V, Foretova L, Lagiou P, Trichopoulos D, Benhamou S, Bouchardy C, Ahrens W, Merletti F, Richiardi L, Talamini R, Barzan L, Kjaerheim K, Macfarlane GH, Macfarlane TV, Simonato L: A genome-wide association study of upper aerodigestive tract cancers conducted within the INHANCE consortium. PLoS Genet. 2011, 7: e1001333-10.1371/journal.pgen.1001333.PubMed CentralView ArticlePubMedGoogle Scholar
- Marichalar-Mendia X, Acha-Sagredo A, Rodriguez-Tojo MJ, Rey-Barja N, Hernando-Rodriguez M, Aguirregaviria JI, Aguirre-Urizar JM: Alcohol-dehydrogenase (ADH1B) Arg48His polymorphism in Basque Country patients with oral and laryngeal cancer: preliminary study. Anticancer Res. 2011, 31: 677-680.PubMedGoogle Scholar
- Matsumoto M, Cyganek I, Sanghani PC, Cho WK, Liangpunsakul S, Crabb DW: Ethanol metabolism by HeLa cells transduced with human alcohol dehydrogenase isoenzymes: control of the pathway by acetaldehyde concentration. Alcohol Clin Exp Res. 2011, 35: 28-38. 10.1111/j.1530-0277.2010.01319.x.PubMed CentralView ArticlePubMedGoogle Scholar
- Zhang GH, Mai RQ, Huang B: Meta-analysis of ADH1B and ALDH2 polymorphisms and esophageal cancer risk in China. World J Gastroenterol. 2010, 16: 6020-6025.PubMed CentralPubMedGoogle Scholar
- Cao HX, Li SP, Wu JZ, Gao CM, Su P, Liu YT, Zhou JN, Ding JH: Alcohol dehydrogenase-2 and aldehyde dehydrogenase-2 genotypes, alcohol drinking and the risk for stomach cancer in Chinese males. Asian Pac J Cancer Prev. 2010, 11: 1073-1077.PubMedGoogle Scholar
- Han Y, Gu S, Oota H, Osier MV, Pakstis AJ, Speed WC, Kidd JR, Kidd KK: Evidence of positive selection on a class I ADH locus. Am J Hum Genet. 2007, 80: 441-456. 10.1086/512485.PubMed CentralView ArticlePubMedGoogle Scholar
- Li H, Gu S, Cai X, Speed WC, Pakstis AJ, Golub EI, Kidd JR, Kidd KK: Ethnic related selection for an ADH Class I variant within East Asia. PLoS One. 2008, 3: e1881-10.1371/journal.pone.0001881.PubMed CentralView ArticlePubMedGoogle Scholar
- Peng Y, Shi H, Qi XB, Xiao CJ, Zhong H, Ma RL, Su B: The ADH1B Arg47His polymorphism in east Asian populations and expansion of rice domestication in history. BMC Evol Biol. 2010, 10: 15-10.1186/1471-2148-10-15.PubMed CentralView ArticlePubMedGoogle Scholar
- Li H, Gu S, Han Y, Xu Z, Pakstis AJ, Jin L, Kidd JR, Kidd KK: Diversification of the ADH1B gene during expansion of modern humans. Ann Hum Genet. 2011, 75: 497-507. 10.1111/j.1469-1809.2011.00651.x.PubMed CentralView ArticlePubMedGoogle Scholar
- Cai X, Qin Z, Wen B, Xu S, Wang Y, Lu Y, Wei L, Wang C, Li S, Huang X, Jin L, Li H: Genographic consortium: human migration through bottlenecks from Southeast Asia into East Asia during last glacial maximum revealed by Y chromosomes. PLoS One. 2011, 6: e24282-10.1371/journal.pone.0024282.PubMed CentralView ArticlePubMedGoogle Scholar
- Li H, Wen B, Chen SJ, Su B, Pramoonjago P, Liu Y, Pan S, Qin Z, Liu W, Cheng X, Yang N, Li X, Tran D, Lu D, Hsu M, Deka R, Marzuki S, Tan CC, Jin L: Paternal Genetic Affinity between Western Austronesians and Daic Populations. BMC Evol Biol. 2008, 8: 146-10.1186/1471-2148-8-146.PubMed CentralView ArticlePubMedGoogle Scholar
- Stoneking M, Delfin F: The human genetic history of East Asia: weaving a complex tapestry. Curr Biol. 2010, 20: R188-R193. 10.1016/j.cub.2009.11.052.View ArticlePubMedGoogle Scholar
- Sun P, Qian J, Zhang ZB, Wan JX, Wu F, Jin XP, Fan WW, Lu DR, Zhao NQ, Christiani DC, Xia ZL: Polymorphisms in phase I and phase II metabolism genes and risk of chronic benzene poisoning in a Chinese occupational population. Carcinogenesis. 2008, 29: 2325-2329. 10.1093/carcin/bgn208.View ArticlePubMedGoogle Scholar
- Tajima A, Pan IH, Fucharoen G, Fucharoen S, Matsuo M, Tokunaga K, Juji T, Hayami M, Omoto K, Horai S: Three major lineages of Asian Y chromosomes: implications for the peopling of east and southeast Asia. Hum Genet. 2002, 110: 80-88. 10.1007/s00439-001-0651-9.View ArticlePubMedGoogle Scholar
- Su B, Xiao C, Deka R, Seielstad MT, Kangwanpong D, Xiao J, Lu D, Underhill P, Cavalli-Sforza L, Chakraborty R, Jin L: Y chromosome haplotypes reveal prehistorical migrations to the Himalayas. Hum Genet. 2000, 107: 582-590. 10.1007/s004390000406.View ArticlePubMedGoogle Scholar
- Wen B, Li H, Lu D, Song X, Zhang F, He Y, Li F, Gao Y, Mao X, Zhang L, Qian J, Tan J, Jin J, Huang W, Deka R, Su B, Chakraborty R, Jin L: Genetic evidence supports demic diffusion of Han culture. Nature. 2004, 431: 302-305. 10.1038/nature02878.View ArticlePubMedGoogle Scholar
- Shi H, Zhong H, Peng Y, Dong YL, Qi XB, Zhang F, Liu LF, Tan SJ, Ma RZ, Xiao CJ, Wells RS, Jin L, Su B: Y chromosome evidence of earliest modern human settlement in East Asia and multiple origins of Tibetan and Japanese populations. BMC Biol. 2008, 6: 45-10.1186/1741-7007-6-45.PubMed CentralView ArticlePubMedGoogle Scholar
- Shi H, Dong YL, Wen B, Xiao CJ, Underhill PA, Shen PD, Chakraborty R, Jin L, Su B: Y-chromosome evidence of southern origin of the East Asian-specific haplogroup O3-M122. Am J Hum Genet. 2005, 77: 408-419. 10.1086/444436.PubMed CentralView ArticlePubMedGoogle Scholar
- Kang LL: Genetic diversity study of the Tibetan populations. Foreign Med Sci (Sec Medgeography). 2010, 31: 5-37.Google Scholar
- Qie P, Sang D: Investigation into Sherpas’s History and Their Present Situation. NWEthno-National Studies. 2006, 1: 64-74.Google Scholar
- Livak KJ, Marmaro J, Todd JA: Towards fully automated genome-wide polymorphism screening. Nat Genet. 1995, 9: 341-342. 10.1038/ng0495-341.View ArticlePubMedGoogle Scholar
- Zhang ZM, Liu CZ, Bian JC: Studies of genetic polymorphisms of ADH2 and ALDH2 among the Han population in Luoyang China[J]. Yi Chuan. 2002, 24: 532-536.PubMedGoogle Scholar
- Borinskaya SA, Gasemianrodsari F, Kalyina NR, Sokolova MV, Yankovsky NK: Polymorphism of alcohol dehydrogenase gene ADH1B in Eastern Slavic and Iranian-speaking populations. Rus J Genet. 2005, 41: 1291-1294. 10.1007/s11177-005-0231-5.View ArticleGoogle Scholar
- Ma L, Xue Y, Liu Y, Wang Z, Cui X, Li P, Fu S: Polymorphism study of seven SNPs at ADH genes in 15 Chinese populations. Hereditas. 2005, 142: 103-111.View ArticlePubMedGoogle Scholar
- Shen YC, Fan JH, Edenberg HJ, Li TK, Cui YH, Wang YF, Tian CH, Zhou CF, Zhou RL, Wang J, Zhao ZL, Xia GY: Polymorphism of ADH and ALDH genes among four ethnic groups in China and effects upon the risk for alcoholism. Alcohol ClinExp Res. 1997, 21: 1272-1277. 10.1111/j.1530-0277.1997.tb04448.x.View ArticleGoogle Scholar
- Jia C, Liu T, Liu Z, Li M, Hu M: Joint effects of eNOS gene T-786C and ADH2 Arg47His polymorphisms on the risk of premature coronary artery disease. Thromb Res. 2007, 120: 679-684. 10.1016/j.thromres.2006.12.023.View ArticlePubMedGoogle Scholar
- Chen WJ, Loh EW, Hsu YP, Cheng AT: Alcohol dehydrogenase and aldehyde dehydrogenase genotypes and alcoholism among Taiwanese aborigines. Biol Psychiatry. 1997, 41: 703-709. 10.1016/S0006-3223(96)00072-8.View ArticlePubMedGoogle Scholar
- Goedde HW, Agarwal DP, Fritze G, Meier-Tackmann D, Singh S, Beckmann G, Bhatia K, Chen LZ, Fang B, Lisker R, Paik YK, Rothhammer F, Saha N, Segal B, Srivastava LM, Czeizel A: Distribution of ADH2 and ALDH2 genotypes in different populations. Hum Genet. 1992, 88: 344-346.View ArticlePubMedGoogle Scholar
- Balazs I, Neuweiler J, Gunn P, Kidd J, Kidd KK, Kuhl J, Mingjun L: Human population genetic studies using hypervariable loci. I. Analysis of Assamese, Australian, Cambodian, Caucasian, Chinese and Melanesian populations. Genetics. 1992, 131: 191-198.PubMed CentralPubMedGoogle Scholar
- Tseng YM, Hu BW, Tsai SM, Chen IJ, Jin YR, Lee JH, Huang FD, Wu SH, Yeh FL, Tsai LY: Distribution of alcohol-metabolizing enzyme genotypes in trauma patients with excessive alcohol consumption in the emergency department. Clin Biochem. 2007, 40: 370-376. 10.1016/j.clinbiochem.2006.11.012.View ArticlePubMedGoogle Scholar
- Stephens M, Smith NJ, Donnelly P: A new statistical method for haplotype reconstruction from population data. Am J Hum Genet. 2001, 68: 978-989. 10.1086/319501.PubMed CentralView ArticlePubMedGoogle Scholar
- Stephens M, Donnelly P: A comparison of bayesian methods for haplotype reconstruction from population genotype data. Am J Hum Genet. 2003, 73: 1162-1169. 10.1086/379378.PubMed CentralView ArticlePubMedGoogle Scholar
- Excoffier L, Laval G, Schneider S: Arlequin (version 3.0): an integrated software package for population genetics data analysis. Evol Bioinform Online. 2005, 1: 47-50.PubMed CentralGoogle Scholar
- Bandelt HJ, Forster P, Rohl A: Median-joining networks for inferring intraspecific phylogenies. Mol Biol Evol. 1999, 16: 37-48. 10.1093/oxfordjournals.molbev.a026036.View ArticlePubMedGoogle Scholar
- Biswas S, Akey JM: Genomic insights into positive selection. Trends Genet. 2006, 22: 437-446. 10.1016/j.tig.2006.06.005.View ArticlePubMedGoogle Scholar
- Sabeti PC, Reich DE, Higgins JM, Levine HZ, Richter DJ, Schaffner SF, Gabriel SB, Platko JV, Patterson NJ, McDonald GJ, Ackerman HC, Campbell SJ, Altshuler D, Cooper R, Kwiatkowski D, Ward R, Lander ES: Detecting recent positive selection in the human genome from haplotype structure. Nature. 2002, 419: 832-837. 10.1038/nature01140.View ArticlePubMedGoogle Scholar
- Endo T, Ikeo K, Gojobori T: Large-scale search for genes on which positive selection may operate. Mol Biol Evol. 1996, 13: 685-690. 10.1093/oxfordjournals.molbev.a025629.View ArticlePubMedGoogle Scholar
- Sabeti PC, Varilly P, Fry B, Lohmueller J, Hostetter E, Cotsapas C, Xie X, Byrne EH, McCarroll SA, Gaudet R, Schaffner SF, Lander ES, Frazer KA, Ballinger DG, Cox DR, Hinds DA, Stuve LL, Gibbs RA, Belmont JW, Boudreau A, Hardenbol P, Leal SM, Pasternak S, Wheeler DA, Willis TD, Yu F, Yang H, Zeng C, GaoY , International HapMap Consortium: Genome-wide detection and characterization of positive selection in human populations. Nature. 2007, 449: 913-918. 10.1038/nature06250.PubMed CentralView ArticlePubMedGoogle Scholar
- Voight BF, Kudaravalli S, Wen X, Pritchard JK: A map of recent positive selection in the human genome. PLoS Biol. 2006, 4: e72-10.1371/journal.pbio.0040072.PubMed CentralView ArticlePubMedGoogle Scholar
- Manni F, Guérard E, Heyer E: Geographic patterns of (genetic, morphologic, linguistic) variation: how barriers can be detected by using Monmonier’s algorithm. Hum Biol. 2004, 76: 173-190. 10.1353/hub.2004.0034.View ArticlePubMedGoogle Scholar
- Sabeti PC, Schaffner SF, Fry B, Lohmueller J, Varilly P, Shamovsky O, Palma A, Mikkelsen TS, Altshuler D, Lander ES: Positive natural selection in the human lineage. Science. 2006, 312: 1614-1620. 10.1126/science.1124309.View ArticlePubMedGoogle Scholar
- Gao Q: Qiang people and Chinese’s Unity of Multiple Origins. Forum on Chinese Culture. 2010, 4: 43-47.Google Scholar
- Liu GK: Analysis of Qiang branch within Tibeto-Burman. J SW Univ Nationalities Humanities Soc Sci. 1989, 10: 31-38.Google Scholar
- Sun HK: Review of the Linguistics Conference on Sino-Tibetan, Tibeto-Burman and the Qiangic Languages. Contemp Linguist. 2000, 2: 121-123.Google Scholar
- Sun HK: Relationships between the ancient Qiang people and mordernQiang speakers. J SW Univ Nationalities Humanities Soc Sci. 2011, 32: 1-7.Google Scholar
- Lin JF: Origin and performance of the agricultural customs in Tibet. Chin J Tibet. 2007, 3: 55-61.Google Scholar
- Fu DX, Ruan RW, Dai XM, Liu YM: A Study on Ancient Barley, Wheat and Millet Discovered at Changguo of Tibet. Acta Agronomica Sin. 2000, 26: 392-398.Google Scholar
- Goldman D, Enoch MA: Genetic epidemiology of ethanol metabolic enzymes: a role for selection. World Rev Nutr Diet. 1990, 63: 143-160.View ArticlePubMedGoogle Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.