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1.
Pharmacogenomics J ; 14(2): 160-70, 2014 Apr.
Article in English | MEDLINE | ID: mdl-23588107

ABSTRACT

There is established clinical evidence for differences in drug response, cure rates and survival outcomes between different ethnic populations, but the causes are poorly understood. Differences in frequencies of functional genetic variants in key drug response and metabolism genes may significantly influence drug response differences in different populations. To assess this, we genotyped 1330 individuals of African (n=372) and European (n=958) descent for 4535 single-nucleotide polymorphisms in 350 key drug absorption, distribution, metabolism, elimination and toxicity genes. Important and remarkable differences in the distribution of genetic variants were observed between Africans and Europeans and among the African populations. These could translate into significant differences in drug efficacy and safety profiles, and also in the required dose to achieve the desired therapeutic effect in different populations. Our data points to the need for population-specific genetic variation in personalizing medicine and care.


Subject(s)
Acquired Immunodeficiency Syndrome/genetics , Drug-Related Side Effects and Adverse Reactions/genetics , Neoplasms/genetics , Tuberculosis/genetics , Acquired Immunodeficiency Syndrome/drug therapy , Acquired Immunodeficiency Syndrome/pathology , Black People/genetics , Drug-Related Side Effects and Adverse Reactions/pathology , Gene Frequency , Genetic Predisposition to Disease , Genetic Variation , Humans , Neoplasms/drug therapy , Neoplasms/pathology , Polymorphism, Single Nucleotide , Tuberculosis/drug therapy , Tuberculosis/pathology , White People/genetics
2.
Article in English | MEDLINE | ID: mdl-20453204

ABSTRACT

The continent of Africa is the source of all anatomically modern humans that dispersed across the planet during the past 100,000 years. As such, African populations are characterized by high genetic diversity and low levels of linkage disequilibrium (LD) among loci, as compared to populations from other continents. African populations also possess a number of genetic adaptations that have evolved in response to the diverse climates, diets, geographic environments, and infectious agents that characterize the African continent. Recently, Tishkoff et al. (2009) performed a genome-wide analysis of substructure based on DNA from 2432 Africans from 121 geographically diverse populations. The authors analyzed patterns of variation at 1327 nuclear microsatellite and insertion/deletion markers and identified 14 ancestral population clusters that correlate well with self-described ethnicity and shared cultural or linguistic properties. The results suggest that African populations may have maintained a large and subdivided population structure throughout much of their evolutionary history. In this chapter, we synthesize recent work documenting evidence of African population structure and discuss the implications for inferences about evolutionary history in both African populations and anatomically modern humans as a whole.


Subject(s)
Black People/genetics , Evolution, Molecular , Genetics, Population , Models, Genetic , Africa , Bayes Theorem , Genetic Variation , Humans , INDEL Mutation , Microsatellite Repeats , Phylogeny , Software
3.
Int J Immunogenet ; 33(1): 11-5, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16426236

ABSTRACT

We identified a novel trinucleotide (ATA)n repeat polymorphism in intron 8 of SLC11AI, a candidate gene for susceptibility to tuberculosis (TB) infection. We characterized the frequency of this polymorphism in 485 individuals originating from eight globally diverse human populations and compared the distribution of (ATA)n alleles in 146 adults and in 80 cord blood samples from newborns in the Gambian population. Lastly, we tested for association of this microsatellite with pulmonary TB in 318 TB cases and 146 controls in the Gambian population. We found no significant difference in frequency or distribution of alleles in adult and cord blood samples, and we found no significant association between this marker and pulmonary TB.


Subject(s)
Cation Transport Proteins/genetics , Genetic Predisposition to Disease , Trinucleotide Repeats , Tuberculosis, Pulmonary/genetics , Case-Control Studies , Gene Frequency , Humans , Polymorphism, Genetic
4.
Genes Immun ; 6(1): 53-65, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15602587

ABSTRACT

Interleukin-13 (IL-13) is a cytokine involved in Th2 immune response, which plays a role in susceptibility to infection by extracellular parasites as well as complex diseases of the immune system such as asthma and allergies. To determine the pattern of genetic diversity at the IL13 gene, we sequenced 3950 bp encompassing the IL13 gene and its promoter in 264 chromosomes from individuals originating from East and West Africa, Europe, China and South America. Thirty-one single-nucleotide polymorphisms (SNPs) arranged in 88 haplotypes were indentified, including the nonsynonymous substitution Arg130Gln in exon 4, which differs in frequency across ethnic groups. We show that genetic diversity and linkage disequilibrium (LD) are not evenly distributed across the gene and that sites in the 5' and 3' regions of the gene show strong differentiation among continental groups. We observe a divergent pattern of haplotype variation and LD across geographic regions and we identify a set of htSNPs that will be useful for functional genetic association studies of complex disease. We use several statistical tests to distinguish the effects of natural selection and demographic history on patterns of genetic diversity at the IL13 locus.


Subject(s)
Haplotypes/genetics , Interleukin-13/genetics , Linkage Disequilibrium/genetics , Polymorphism, Single Nucleotide/genetics , Quantitative Trait Loci/genetics , Africa , Asthma/genetics , China , Europe , Exons/genetics , Genetic Predisposition to Disease , Humans , Promoter Regions, Genetic/genetics , South America
5.
Science ; 293(5529): 455-62, 2001 Jul 20.
Article in English | MEDLINE | ID: mdl-11423617

ABSTRACT

The frequencies of low-activity alleles of glucose-6-phosphate dehydrogenase in humans are highly correlated with the prevalence of malaria. These "deficiency" alleles are thought to provide reduced risk from infection by the Plasmodium parasite and are maintained at high frequency despite the hemopathologies that they cause. Haplotype analysis of "A-" and "Med" mutations at this locus indicates that they have evolved independently and have increased in frequency at a rate that is too rapid to be explained by random genetic drift. Statistical modeling indicates that the A- allele arose within the past 3840 to 11,760 years and the Med allele arose within the past 1600 to 6640 years. These results support the hypothesis that malaria has had a major impact on humans only since the introduction of agriculture within the past 10,000 years and provide a striking example of the signature of selection on the human genome.


Subject(s)
Genetic Variation , Glucosephosphate Dehydrogenase Deficiency/genetics , Glucosephosphate Dehydrogenase/genetics , Haplotypes , Linkage Disequilibrium , Malaria/genetics , Africa/epidemiology , Agriculture , Alleles , Animals , Endemic Diseases , Evolution, Molecular , Female , Glucosephosphate Dehydrogenase Deficiency/epidemiology , Humans , Immunity, Innate/genetics , Malaria/enzymology , Malaria/epidemiology , Malaria, Falciparum/enzymology , Malaria, Falciparum/epidemiology , Malaria, Falciparum/genetics , Male , Mediterranean Region/epidemiology , Mutation , Plasmodium falciparum/genetics , Polymorphism, Restriction Fragment Length , Selection, Genetic , Time
6.
Am J Hum Genet ; 67(4): 901-25, 2000 Oct.
Article in English | MEDLINE | ID: mdl-10986042

ABSTRACT

Two dinucleotide short tandem-repeat polymorphisms (STRPs) and a polymorphic Alu element spanning a 22-kb region of the PLAT locus on chromosome 8p12-q11.2 were typed in 1,287-1,420 individuals originating from 30 geographically diverse human populations, as well as in 29 great apes. These data were analyzed as haplotypes consisting of each of the dinucleotide repeats and the flanking Alu insertion/deletion polymorphism. The global pattern of STRP/Alu haplotype variation and linkage disequilibrium (LD) is informative for the reconstruction of human evolutionary history. Sub-Saharan African populations have high levels of haplotype diversity within and between populations, relative to non-Africans, and have highly divergent patterns of LD. Non-African populations have both a subset of the haplotype diversity present in Africa and a distinct pattern of LD. The pattern of haplotype variation and LD observed at the PLAT locus suggests a recent common ancestry of non-African populations, from a small population originating in eastern Africa. These data indicate that, throughout much of modern human history, sub-Saharan Africa has maintained both a large effective population size and a high level of population substructure. Additionally, Papua New Guinean and Micronesian populations have rare haplotypes observed otherwise only in African populations, suggesting ancient gene flow from Africa into Papua New Guinea, as well as gene flow between Melanesian and Micronesian populations.


Subject(s)
Alu Elements/genetics , Chromosomes, Human, Pair 8/genetics , Genetic Variation/genetics , Haplotypes/genetics , Phylogeny , Polymorphism, Genetic/genetics , Tandem Repeat Sequences/genetics , Africa South of the Sahara/ethnology , Alleles , Animals , Dinucleotide Repeats/genetics , Evolution, Molecular , Gene Frequency , Hominidae/genetics , Humans , Linkage Disequilibrium , Micronesia , Papua New Guinea , Sequence Deletion/genetics
7.
Am J Hum Genet ; 67(2): 518-22, 2000 Aug.
Article in English | MEDLINE | ID: mdl-10859209

ABSTRACT

Haplotype analysis has become increasingly important for the study of human disease as well as for reconstruction of human population histories. Computer programs have been developed to estimate haplotype frequencies statistically from marker phenotypes in unrelated individuals. However, there currently are few empirical reports on the accuracy of statistical estimates that must infer linkage phase. We have analyzed haplotypes at the CD4 locus on chromosome 12 that consist of a short tandem-repeat polymorphism and an Alu insertion/deletion polymorphism located 9.8 kb apart, in 398 individuals from 10 geographically diverse sub-Saharan African populations. Haplotype frequency estimates obtained using gene counting based on molecularly haplotyped (phase-known) data were compared with haplotype frequency estimates obtained using the expectation-maximization algorithm. We show that the estimated frequencies of common haplotypes do not differ significantly with the use of phase-known versus phase-unknown data. However, rare haplotypes are occasionally miscalled when their presence/absence must be inferred. Thus, for those research questions for which the common haplotypes are most important, frequency estimates based on the phase-unknown marker-typing results from unrelated individuals will be sufficient. However, in cases where knowledge of rare haplotypes is critical, molecular haplotyping will be necessary to determine linkage phase unambiguously.


Subject(s)
CD4 Antigens/genetics , Gene Frequency/genetics , Haplotypes/genetics , Statistics as Topic/methods , Africa South of the Sahara , Algorithms , Alu Elements/genetics , Chromosomes, Human, Pair 12/genetics , Genetic Markers/genetics , Heterozygote , Humans , Linkage Disequilibrium/genetics , Mutation/genetics , Polymorphism, Genetic/genetics , Research Design , Sensitivity and Specificity , Software , Tandem Repeat Sequences/genetics
8.
Hum Genet ; 104(2): 149-57, 1999 Feb.
Article in English | MEDLINE | ID: mdl-10190326

ABSTRACT

We have analyzed 10 unlinked microsatellites and a linked Alu deletion polymorphism at the CD4 locus in an African American population sample from Chicago (USA). Heterozygosity estimates at the microsatellite loci range from 0.727+/-0.025 (D3S1358) to 0.873+/-0.017 (D18S51), with an average of 0.794+/-0.016. These values are comparable to or higher than those reported for Europeans, with only one exception (D3S1358). The CD4/Alu haplotypic diversity (0.887+/-0.012) is comparable to diversity levels observed in sub-Saharan African populations and is higher than the diversity levels reported in European populations. No consistent pattern of within, between, or multi-locus deviations from Hardy-Weinberg expectations is observed, suggesting a low sub-heterogeneity within the sampled population. We have applied a maximum likelihood method and estimated the proportion of European admixture to the African American gene pool to be 0.26+/-0.02. The narrow confidence interval indicates that allele frequency data from multiple microsatellite loci, whether analyzed independently or as haplotypes, are particularly useful for estimating genetic admixture.


Subject(s)
Alu Elements/genetics , Black People/genetics , CD4 Antigens/genetics , Microsatellite Repeats , White People/genetics , Black or African American , Europe , Haplotypes , Humans , Linkage Disequilibrium
9.
J Mol Evol ; 47(2): 146-55, 1998 Aug.
Article in English | MEDLINE | ID: mdl-9694663

ABSTRACT

Neutral DNA polymorphisms from an 8-kb segment of the dystrophin gene, previously ascertained in a worldwide sample (n = 250 chromosomes), were used to characterize the population ancestral to the present-day human groups. The ancestral state of each polymorphic site was determined by comparing human variants with their orthologous sites in the great apes. The "age before fixation" of the underlying mutations was estimated from the frequencies of the new alleles and analyzed in the context of these polymorphisms' distribution among 13 populations from Africa, Europe, Asia, New Guinea, and the Americas (n = 860 chromosomes in total). Seventeen polymorphisms older tan 100,000-200,000 years, which contributed approximately 90% to the overall nucleotide diversity, were common to all human groups. Polymorphisms endemic to human groups or continentally restricted were younger than 100,000-200,000 years. Africans (six populations) with 13 such sites stood out from the rest of the world (seven populations), where only 2 population-specific variants were observed. The similarity of the frequencies of the old polymorphisms in Africans and non-Africans suggested a similar profile of genetic variability in the population before the modern human's divergence. This ancestral population was characterized by an effective size of about 10,000 as estimated from the nucleotide diversity; this size may describe the number of breeding individuals over a long time during the Middle Pleistocene or reflect a speciation bottleneck from an initially larger population at the end of this period.


Subject(s)
Dystrophin/genetics , Evolution, Molecular , Hominidae/genetics , Racial Groups/genetics , Alleles , Animals , Gene Frequency , Humans , Models, Genetic , Mutagenesis , Mutation , Polymorphism, Genetic , Time
10.
Am J Hum Genet ; 62(6): 1389-402, 1998 Jun.
Article in English | MEDLINE | ID: mdl-9585589

ABSTRACT

Haplotypes consisting of the (CTG)n repeat, as well as several flanking markers at the myotonic dystrophy (DM) locus, were analyzed in normal individuals from 25 human populations (5 African, 2 Middle Eastern, 3 European, 6 East Asian, 3 Pacific/Australo-Melanesian, and 6 Amerindian) and in five nonhuman primate species. Non-African populations have a subset of the haplotype diversity present in Africa, as well as a shared pattern of allelic association. (CTG)18-35 alleles (large normal) were observed only in northeastern African and non-African populations and exhibit strong linkage disequilibrium with three markers flanking the (CTG)n repeat. The pattern of haplotype diversity and linkage disequilibrium observed supports a recent African-origin model of modern human evolution and suggests that the original mutation event that gave rise to DM-causing alleles arose in a population ancestral to non-Africans prior to migration of modern humans out of Africa.


Subject(s)
Evolution, Molecular , Haplotypes , Mutation , Myotonic Dystrophy/genetics , Alleles , Animals , Gene Frequency , Humans , Linkage Disequilibrium , Primates/genetics , Trinucleotide Repeats
11.
Gene ; 205(1-2): 161-71, 1997 Dec 31.
Article in English | MEDLINE | ID: mdl-9461390

ABSTRACT

Nucleotide variation was examined in an 8 kb intronic DNA bordering exon 44 of the human dystrophin gene on Xp21. Thirty-six polymorphisms (substitutions, small insertions/deletions and one (T)n microsatellite) were found using SSCP/heteroduplex analysis of DNA samples from mixed Europeans, Papua New Guineans as well as from six African, three Asian and two Amerindian populations. In this way the European bias in the nuclear polymorphism ascertainment has been avoided. In a maximum likelihood tree constructed from the frequency data, Africans clustered separately from the non-African populations. Fifteen polymorphisms were shared among most of the populations compared, whereas 13 sites were found to be endemic to Africans and four to non-Africans. The common sites contributed most to the average heterozygosity (Hn=0.101%+/-0.023), whereas the endemic ones, being rare, had little effect on this estimate. The F(ST) values were lower for Africans (0.072) than for non-Africans (0.158), suggesting a higher level of gene exchange within Africa, corroborating the observation of a greater number of segregating sites on this continent than elsewhere. The data suggest a recent common origin of the African and non-African populations, where a greater geographical isolation of the latter resulted in a smaller number of newly acquired polymorphisms.


Subject(s)
Cell Nucleus/metabolism , DNA/genetics , Genetic Variation , Gene Frequency , Humans , Polymorphism, Single-Stranded Conformational , Species Specificity , X Chromosome
12.
Nucleic Acids Res ; 24(23): 4841-3, 1996 Dec 01.
Article in English | MEDLINE | ID: mdl-8972876

ABSTRACT

Haplotypes, combinations of polymorphic markers in a chromosome, are critical for genome diversity research. However, their utility in population samplings is compromised by uncertain linkage phase determinations from unrelated individuals. Molecular haplotyping accomplishes direct phase determination by generation of hemizygous templates from diploid genomic samples. We report molecular haplotyping by allele-specific long-range PCR of two markers 9.5 kb apart at the CD4 locus: a bi-allelic Alu deletion and a multi-allelic repeat. We verified CD4 molecular haplotypes by classical Mendelian analysis. Molecular haplotyping should prove useful in mapping disease genes and in establishing founder effects.


Subject(s)
Alleles , CD4 Antigens/genetics , Genetic Markers , Haplotypes , Polymerase Chain Reaction/methods , Gene Deletion , Genetic Linkage , Genotype , Humans , Repetitive Sequences, Nucleic Acid
13.
Science ; 274(5288): 706-7, 1996 Nov 01.
Article in English | MEDLINE | ID: mdl-17735319
14.
Science ; 274(5292): 1548b-9b, 1996 Nov 29.
Article in English | MEDLINE | ID: mdl-17816998
15.
Hum Genet ; 97(6): 759-64, 1996 Jun.
Article in English | MEDLINE | ID: mdl-8641693

ABSTRACT

We have investigated the frequency distribution, across a broad range of geographically dispersed populations, of alleles of the polymorphic Alu insertion that occurs within the 8th intron of the tissue plasminogen, activator gene (PLAT). This Alu is a member of a recently derived subfamily of Alu elements that has been expanding during human evolution and continues to be transpositionally active. We used a "population tube" approach to screen 10 chromosomes from each of 19 human populations for presence or absence of this Alu in the PLAT locus and found that all tested populations are dimorphic for presence/absence of this insertion. We show that the previously published EcoRI, HincII, PstI, TaqI, and XmnI polymorphisms at the PLAT locus all result from insertion of this Alu and we use both restriction fragment length polymorphism and polymerase chain reaction analysis to examine the frequency of Alu(+) and Alu(-) alleles in a sample of 1003 individuals from 27 human populations and in 38 nonhuman primates. Nonhuman primates are monomorphic for the Alu(-) allele. Human populations differ substantially in allele frequency, and in several populations both alleles are common. Our results date the insertion event prior to the spread and diversification of modern humans.


Subject(s)
Gene Frequency , Polymorphism, Restriction Fragment Length , Repetitive Sequences, Nucleic Acid/genetics , Tissue Plasminogen Activator/genetics , Base Sequence , Evolution, Molecular , Genetic Testing , Genetic Variation/genetics , Genetics, Population , Humans , Introns/genetics , Molecular Sequence Data , Racial Groups/genetics
16.
Science ; 271(5254): 1380-7, 1996 Mar 08.
Article in English | MEDLINE | ID: mdl-8596909

ABSTRACT

Haplotypes consisting of alleles at a short tandem repeat polymorphism (STRP) and an Alu deletion polymorphism at the CD4 locus on chromosome 12 were analyzed in more than 1600 individuals sampled from 42 geographically dispersed populations (13 African, 2 Middle Eastern, 7 European, 9 Asian, 3 Pacific, and 8 Amerindian). Sub-Saharan African populations had more haplotypes and exhibited more variability in frequencies of haplotypes than the Northeast African or non-African populations. The Alu deletion was nearly always associated with a single STRP allele in non-African and Northeast African populations but was associated with a wide range of STRP alleles in the sub-Saharan African populations. This global pattern of haplotype variation and linkage disequilibrium suggests a common and recent African origin for all non-African human populations.


Subject(s)
CD4 Antigens/genetics , Chromosomes, Human, Pair 12 , Evolution, Molecular , Hominidae/genetics , Linkage Disequilibrium , Polymorphism, Genetic , Africa , Alleles , Animals , Base Sequence , Gene Frequency , Genetic Variation , Haplotypes , Humans , Molecular Sequence Data , Primates/genetics , Repetitive Sequences, Nucleic Acid , Sequence Deletion
17.
PCR Methods Appl ; 3(4): 225-31, 1994 Feb.
Article in English | MEDLINE | ID: mdl-8173512

ABSTRACT

We have developed the population tube (poptube) system for sensitive detection and large-scale sampling of DNA sequence variation in several human populations of wide geographic distribution. In this methodology, genomic DNAs from five individuals in a population are PCR amplified en masse to maximize deliberately the chances of forming heteroduplexes among allelic variants. Interpopulation mixing is performed in a separate set of tubes containing one individual from each of five populations as well as a reference chimpanzee sample deliberately chosen to be different from all humans. Mismatches at sites of allelic variation retard the electrophoresis and reduce the stability of heteroduplex molecules. The products are electrophoresed on denaturing gradient gels where detection of heteroduplexes is accomplished readily. Using poptubes, we have discovered a rare variant in an otherwise highly conserved 440-bp segment in the long intron of the glucose-6-phosphate dehydrogenase (G6PD) gene. The polymorphism at this X-chromosome locus could be only detected in males by mixing samples, as homoduplexes for both alleles co-focus on denaturing gradient electrophoresis.


Subject(s)
DNA/genetics , Genetic Variation , Nucleic Acid Heteroduplexes , Polymerase Chain Reaction/methods , Animals , Base Sequence , Female , Glucosephosphate Dehydrogenase/genetics , Humans , Male , Molecular Sequence Data , Pan troglodytes , Polymerase Chain Reaction/instrumentation
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