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1.
Genetic markers on the Y chromosome, including short tandem repeats (Y-STRs) and single nucleotide polymorphisms (Y-SNPs), are used widely in forensic genetics. Both Y-STR-based haplotypes and Y-SNP-based haplogroups provide information on a population’s genetic structure, which is useful for the identification of individuals. However, there are few studies on these two types of genetic markers in the various Chinese populations. In this study, 284 Han individuals from four prefecture-level cities in Shandong Province (Binzhou, Dezhou, Heze, and Weihai) were genotyped by 29 Y-STRs (from our previous study) and 213 Y-SNPs (self-designed for the Haplogroup O2 Y-SNP panel). Haplogroup O was the most predominant among the four cities. The highest haplogroup diversity (0.9745) was observed in the Heze population, with a discrimination capacity (DC) value of 0.5625. The haplotype diversity and DC values of the Binzhou and Heze populations were 1.0000. Furthermore, genetic differences were observed between the coastal and inland cities; the results of their statistical analysis are presented herein.  相似文献   

2.
Improving the resolution of the current widely used Y-chromosomal short tandem repeat (Y-STR) dataset is of great importance for forensic investigators, and the current approach is limited, except for the addition of more Y-STR loci. In this research, a regional Y-DNA database was investigated to improve the Y-STR haplotype resolution utilizing a Y-SNP Pedigree Tagging System that includes 24 Y-chromosomal single nucleotide polymorphism (Y-SNP) loci. This pilot study was conducted in the Chinese Yunnan Zhaoyang Han population, and 3473 unrelated male individuals were enrolled. Based on data on the male haplogroups under different panels, the matched or near-matching (NM) Y-STR haplotype pairs from different haplogroups indicated the critical roles of haplogroups in improving the regional Y-STR haplotype resolution. A classic median-joining network analysis was performed using Y-STR or Y-STR/Y-SNP data to reconstruct population substructures, which revealed the ability of Y-SNPs to correct misclassifications from Y-STRs. Additionally, population substructures were reconstructed using multiple unsupervised or supervised dimensionality reduction methods, which indicated the potential of Y-STR haplotypes in predicting Y-SNP haplogroups. Haplogroup prediction models were built based on nine publicly accessible machine-learning (ML) approaches. The results showed that the best prediction accuracy score could reach 99.71% for major haplogroups and 98.54% for detailed haplogroups. Potential influences on prediction accuracy were assessed by adjusting the Y-STR locus numbers, selecting Y-STR loci with various mutabilities, and performing data processing. ML-based predictors generally presented a better prediction accuracy than two available predictors (Nevgen and EA-YPredictor). Three tree models were developed based on the Yfiler Plus panel with unprocessed input data, which showed their strong generalization ability in classifying various Chinese Han subgroups (validation dataset). In conclusion, this study revealed the significance and application prospects of Y-SNP haplogroups in improving regional Y-STR databases. Y-SNP haplogroups can be used to discriminate NM Y-STR haplotype pairs, and it is important for forensic Y-STR databases to develop haplogroup prediction tools to improve the accuracy of biogeographic ancestry inferences.  相似文献   

3.
Y-chromosomal short tandem repeat (Y-STR) markers have been used for forensic purposes such as kinship analysis of male-linage and detection of a male DNA component in a mixture of male and female DNA. Recently, rapidly mutating Y-STR (RM Y-STR) markers were reported that are expected to help distinguish close male relatives. This study provides data of Y-chromosomal haplotypes for 25 Y-STR markers, including six RM Y-STR markers (DYS576, DYS627, DYS518, DYS570, DYS449 and DYF387S1) typed with the Yfiler™ Plus kit in 1299 males of the Japanese population. Discrimination capacity increased from 87.2% for 16 Y-STR markers with the Yfiler™ kit to 99.6% for 25 Y-STR markers with the Yfiler™ Plus kit. We characterized sequences of observed microvariant alleles of eight Y-STR markers and a low-amplified allele of DYS390 by Sanger sequencing. DYF387S1, a multi-locus Y-STR marker that is located at two positions on the human Y-chromosome, was observed in tri-allelic patterns in 51 of 1299 samples (3.9%) and we found an extremely high frequency of the tri-allelic pattern of DYF387S1 in haplogroup C-M131. We also analyzed Y-STR gene diversity in each haplogroup and its relevance to mutation rates.  相似文献   

4.
Y-STR haplotype data were obtained in a population sample of 197 unrelated healthy male individuals of Chinese Tujia ethnic minority group residing in an autonomous county of Southern China using 17 Y-chromosome STR markers. A total of 197 haplotypes were identified in the set of Y-STR loci. The overall haplotype diversity for the Tujia population at 17 Y-STR loci was 1.0000 ± 0.0005. Genetic distance was estimated between this population and other 14 Chinese populations including Paiwan and Atayal populations of Taiwan, and Southern Han, Dong, Jing, Miao, Yao, Zhuang, Yi, Maonan, She, Hui, Sala, and Tibetan ethnic groups. The results demonstrated that the 17 Y-STR loci analyzed were highly polymorphic in Tujia ethnic group examined and hence useful for forensic cases, paternity testing, and population genetic studies.  相似文献   

5.
Huang  Yanmei  Guo  Liwei  Wang  Mengge  Zhang  Cui  Kang  Lixia  Wang  Kejie  Ma  Yalei  Jiao  Huiyong  Li  Xi  Sun  Hongyu 《International journal of legal medicine》2019,133(1):95-97

A total of 39 Y-chromosomal short tandem repeat (Y-STR) loci included in the advanced commercial six-dye multiplex system (AGCU Database Y30 kit) and a custom-designed four-dye multiplex system were investigated in 259 unrelated healthy Chinese males residing in Henan Province, central China. The haplotype diversity (HD) values were 0.99997 and 1.0000 for the six and four fluorescent-multiplex amplification systems, respectively. The discrimination capacity (DC) values were 0.9961 and 1.0000, respectively. When the 39 Y-STR loci were considered, 259 unique haplotypes were obtained in Henan Han individuals with both the haplotype diversity and discrimination capacity being 1.000. The gene diversity (GD) of 39 Y-STR loci in the studied group ranged from 0.3956 (DYS588) to 0.9990 (DYF403S1). Population comparisons between the Henan Han and 24 reference groups were performed. Both multidimensional scaling plots and phylogenetic analysis demonstrated that significant genetic differences existed between Henan Han and reference ethnic minorities of China, particularly the Tibetan, Uighur, and Mongolian populations. Moreover, the results indicated that 39 Y-STRs included in the two fluorescent-multiplex amplification systems are highly polymorphic and informative in the studied populations and can be employed as complementary tools for forensic application and human genetics research.

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6.
We analyzed haplotypes for 24 Y chromosomal STRs (Y-STRs), including 17 Yfiler loci (DYS19, DYS385a/b, DYS389I/II, DYS390, DYS391, DYS392, DYS393, DYS437, DY438, DYS439, DYS448, DYS456, DYS458, DYS635 and Y-GATA-H4) and 7 additional STRs (DYS388, DYS444, DYS447, DYS449, DYS522 and DYS527a/b) in 1100 unrelated Chinese Han individuals from Henan Province using AGCU Y24 STR kit systems. The calculated average gene diversity (GD) values ranged from 0.4105 to 0.9647 for the DYS388 and DYS385a/b loci, respectively. The discriminatory capacity (DC) was 72.91% with 802 observed haplotypes using 17 Yfiler loci, by the addition of 7 Y-STRs to the Yfiler system, the DC was increased to 79.09% while showing 870 observed haplotypes. Among the additional 7 Y-STRs, DYS449, DYS527a/b, DYS444 and DYS522 were major contributors to enhancing discrimination. In the analysis of molecular variance, the Henan Han population clustered with Han origin populations and showed significant differences from other Non-Han populations. In the present study, we report 24 Y-STR population data in Henan Han population, and we emphasize the need for adding additional markers to the commonly used 17 Yfiler loci to achieve more improved discriminatory capacity in a population with low genetic diversity.  相似文献   

7.
We have developed four multiplex genotyping systems (GeneKin Y-STR multiplexes) using silver staining with allelic ladders for ten Y-chromosome STR markers (DYS19, DYS385, DYS388, DYS389I/II, DYS390, DYS391, DYS392, DYS393 and DXYS156Y), with a view towards the application of rapid and simple genotyping assay methods for DNA profiling. The GeneKin Y-STR multiplexes developed have followed the published nomenclature and ISFG guidelines for STR analysis. Allele and haplotype frequencies at these Y-STRs loci were analysed by PCR amplification using the GeneKin Y-STR multiplexes, followed by denaturing polyacrylamide gel electrophoresis in 316 unrelated males in the Korean population. A total of 295 different haplotypes were found, 279 of them being unique. Gene diversity ranged from 0.4026 at DYS391 to 0.9606 at DYS385. The haplotype diversity value (which is the same as the discrimination index) calculated from all ten loci combined was 0.9995, which is informative. Our results revealed that a set of ten Y-STRs can discriminate between most of the male individuals in the Korean population (discrimination capacity: 93.35%). The Y-STR multiplexes thus provide useful information for forensic analysis and paternity tests and can also be of great benefit for providing information not normally available from autosomal DNA systems. Received: 12 March 2001 / Accepted: 26 June 2001  相似文献   

8.
Brazil has a large territory divided in five geographical regions harboring highly diverse populations that resulted from different degrees and modes of admixture between Native Americans, Europeans and Africans. In this study, a sample of 605 unrelated males was genotyped for 17 Y-STRs and 46 Y-SNPs aiming a deep characterization of the male gene pool of Rio de Janeiro and its comparison with other Brazilian populations. High values of Y-STR haplotype diversity (0.9999 ± 0.0001) and Y-SNP haplogroup diversity (0.7589 ± 0.0171) were observed. Population comparisons at both haplotype and haplogroup levels showed significant differences between Brazilian South Eastern and Northern populations that can be explained by differences in the proportion of African and Native American Y chromosomes. Statistical significant differences between admixed urban samples from the five regions of Brazil were not previously detected at haplotype level based on smaller size samples from South East, which emphasizes the importance of sample size to detected population stratification for an accurate interpretation of profile matches in kinship and forensic casework. Although not having an intra-population discrimination power as high as the Y-STRs, the Y-SNPs are more powerful to disclose differences in admixed populations. In this study, the combined analysis of these two types of markers proved to be a good strategy to predict population sub-structure, which should be taken into account when delineating forensic database strategies for Y chromosome haplotypes.  相似文献   

9.
Y-chromosome single nucleotide polymorphism (Y-SNP) shows great variation in geographical distribution and population heterogeneity and can be used to map population genetics around the world. Massive parallel sequencing (MPS) methodology enables high-resolution Y-SNP haplogrouping for a certain male and is widely used in forensic genetics and evolutionary studies. In this present study, we used MPS to develop a customized 381 Y-SNP panel (SifaMPS 381 Y-SNP panel) to investigate the basic structure and subbranches of the haplogroup tree of the Chinese populations. The SifaMPS 381 Y-SNP panel covers all the Y-SNPs from our previously designed 183 Y-SNP panel and additional SNPs under the predominant haplogroups in the Chinese populations based on certain criteria. We also evaluated the sequencing matrix, concordance, sensitivity, repeatability of this panel and the ability to analyze mixed and case-type samples based on the Illumina MiSeq System. The results demonstrated that the novel MPS Y-SNP panel possessed good sequencing performance and generated accurate Y-SNP genotyping results. Although the recommended DNA input was greater than 1.25 ng, we observed that a lower DNA amount could still be used to analyze haplogroups correctly. In addition, this panel could handle mixed samples and common case-type samples and had higher resolution among Chinese Han males than previously reported. In conclusion, the SifaMPS 381 Y-SNP panel showed an overall good performance and offers a better choice for Y-SNP haplogrouping of the Chinese population, thereby facilitating paternal lineage classification, familial searching and other forensic applications.  相似文献   

10.
The distribution of 17 Y-chromosome STR loci DYS456, DYS389I, DYS390, DYS389II, DYS458, DYS19, DYS385a/b, DYS393, DYS391, DYS439, DYS635, DYS392, Y-GATA-H4, DYS437, DYS438, and DYS448 haplotypes was determined in a population sample of 222 unrelated Chinese Han from Shanxi Province, Northern China. A total of 219 haplotypes were observed, and of these, 216 were unique, while 3 were found two times. The overall haplotype diversity was 0.9999 and the discrimination capacity was 0.9865, indicating a high potential for differentiating between male individuals in this population. Comparison analysis via Analysis of Molecular Variance (AMOVA) and construction of MDS plot revealed that Shanxi Han sample clusters with Chinese origin populations and stands far apart of the non-Chinese populations, justifying the establishment of local databases in Shanxi Han population for any future forensic and genetic epidemiology efforts in this region.  相似文献   

11.
The Qiang population mainly lived in Beichuan Qiang Autonomous County of Sichuan Province. It is one of the nomads in China, distributed along the Minjiang River. The Qiang population was assumed to have great affinity with the Han, the largest ethnic group in China, when it refers to the genetic origin. Whereas, it is deeply understudied, especially from the Y chromosome. Here in this study, we used validated high-resolution Y-chromosome single nucleotide polymorphisms (Y-SNPs) and short tandem repeats (Y-STRs) panels to study the Qiang ethnic group to unravel their paternal genetic, forensic and phylogenetic characteristics. A total of 422 male samples of the Qiang ethnic group were genotyped by 233 Y-SNPs and 29 Y-STRs. Haplogroup O-M175 (N = 312) was the most predominant haplogroup in the Qiang ethnic group, followed by D-M174 (N = 32) and C-M130 (N = 32), N-M231 (N = 27), and Q-M242 (N = 15). After further subdivision, O2a-M324 (N = 213) accounted for the majority of haplogroup O. Haplogroup C2b-Z1338 (N = 29), D1a-CTS11577 (N = 30). O2a2b1a1a1-F42 (N = 48), O2a1b1a1a1a-F11 (N = 35), and O2a2b1a1-M117 (N = 21) represented other large terminal haplogroups. The results unveiled that Qiang ethnic group was a population with a high percentage of haplogroup O2a2b1a1a1-F42 (48/422) and O2a1b1a1a1a-F11 (35/422), and O2a2b1a1-M117 (21/422), which has never been reported. Its haplogroup distribution pattern was different from any of the Han populations, implying that the Qiang ethnic group had its unique genetic pattern. Mismatch analysis indicated that the biggest mismatch number in haplogroup O2a2b1a1a1-F42 was 21, while that of haplogroup O2a1b1a1a1a-F11 was 20. The haplotype diversity of the Qiang ethnic group equaled 0.999788, with 392 haplotypes observed, of which 367 haplotypes were unique. The haplogroup diversity of the Qiang ethnic group reached 0.9767, and 53 terminal haplogroups were observed (The haplogroup diversity of the Qiang ethnic group was the highest among Qiang and all Han subgroups, indicating the larger genetic diversity of the Qiang ethnic group.). Haplogroup O2a2b1a1a1-F42 was the most predominant haplogroup, including 11.37 % of the Qiang individuals. Median-joining trees showed gene flow between the Qiang and Han individuals. Our results indicated that 1) the highest genetic diversity was observed in the Qiang ethnic group compared to any of the former studied Chinese population, suggesting that the Qiang might be an older paternal branch; 2) the haplogroup D-M174 individuals of Qiang, Tibetans and Japanese distributed in three different subclades, which was unable to identify through low-resolution Y-SNP panel; and 3) the Qiang had lower proportion of haplogroup D compared to Yi and Tibetan ethnic groups, showing that the Qiang had less genetic communication with them than with Han Chinese.  相似文献   

12.
We have co-amplified (DYS19, DYS389I, DYS389II, DYS390, DYS391, DYS392, DYS393, DYS385a,b, DYS437, DYS438, DYS439, DYS448, DYS456, DYS458, DYS635, and Y GATA H4) in a single PCR using the AmpFLSTR Yfiler PCR Amplification system. Allelic frequency distribution and haplotype diversity of 17 Y-chromosomal STR from a sample of 131 unrelated individuals of Chinese Han population living in Shandong province of China were obtained. A total of 129 haplotypes were observed in the 131 individuals studied, of which 127 were unique and two were found in two individuals. The gene diversity values ranged from 0.3560 (DYS391) to 0.9675 (DYS385a,b), The overall haplotype diversity for the 17 Y-STR loci was 0.9998, and the discrimination capacity was 0.9695. These results are compared with those observed in worldwide populations at both the locus and the haplotype level.  相似文献   

13.
Twenty-four Y-STR loci were analysed in 1446 males from the following six Chinese ethnic populations: Guangxi Han (n=600), Gin (n=161), Maonan (n=135), Miao (n=186), Zhuang (n=226) and Yao (n=138) using the AGCU Y24 STR amplification kit. The lowest estimates of genetic diversity (below 0.5) correspond to markers DYS391 (0.4006), DYS438 (0.4300), and DS388 (0.4907), and the greatest diversity corresponds to markers DYS385a/b (0.9636) and DYS527a/b (0.9439). Moreover, there were 1331 different haplotypes identified from the 1446 total samples, of which 1233 were unique. Notably, we observed shared haplotypes between the four ethnic populations (Maonan, Miao, Zhuang, Yao ethnic population), except between the Guangxi Han and Gin population. The estimated overall haplotype diversity (HD) was 0.9997. A multidimensional scaling (MDS) plot based on the genetic distances between populations demonstrates the genetic similarity of the Maonan, Miao and Zhuang populations with genetic distance below 3.0. No substructure correction is required to estimate the rarity of a haplotype comprising 24 markers. In summary, the results of our study indicate that the 24 Y-STRs have a high level of polymorphism in these six Chinese ethnic populations and could therefore be a powerful tool for forensic applications and population genetic studies.  相似文献   

14.
In order to determine to what extent the separate analysis of both copies of DYS385 improves Y-chromosomal short tandem repeat (Y-STR) haplotyping, we followed a recently published protocol for the separate amplification of DYS385a and DYS385b with modifications and compared the results with those obtained by conventional analysis in a population sample comprising 133 unrelated Caucasian males from Austria. Additionally, we typed all markers of the minimal haplotype (minHT) and a set of Y-chromosomal single nucleotide polymorphisms (Y-SNPs) in order to interpret the STR data depending on the Y-SNP haplogroup structure. The separate amplification of DYS385a and b improved the power of discrimination of this marker when compared to the results obtained with the conventional non-locus-discriminating amplification strategy. However, the degree of this improvement varied greatly between different haplogroups and was found to be highest in clade K. In the forensically relevant context of the minHT, the separate analysis of the DYS385 alleles had no effect on the differentiation of paternal lineages in our study. Furthermore, the amplicon lengths of 700–780 base pairs obtained in the course of the locus-discriminating approach restrict the applicability of this amplification strategy to high quality DNA samples.  相似文献   

15.
Chongqing Han is an important southern Han group, but investigations on its paternal genetic structure are still limited. Here, we analyzed the forensic and phylogenetic characteristics of the Chongqing Han population based on 27 Y-STR and predicted Y-SNP markers. Based on AMOVA, haplogroup distribution and network analysis, we explored the genetic relationship between Chongqing Han, other Chinese groups and some southern indigenous groups (speaking Kra-Dai, Austronesian, etc).  相似文献   

16.
Haplotype and allele frequencies of 12 Y-chromosome short tandem repeat (Y-STR) loci (DYS19, DYS389I, DYS389II, DYS390, DYS391, DYS392, DYS393, DYS385 a/b, DYS437, DYS438 and DYS439) included in the Powerplex® Y System were determined in seven western Mediterranean populations from Valencia, Majorca, Ibiza (eastern Spain), Sicily and three Calabrian provinces (southern Italy). Amongst the 554 males included in the study, 443 different haplotypes were observed of which 372 were only observed once. The other haplotypes were shared by two to seven men. The overall haplotype diversity was 0.9988?±?0.0002. These Y-STRs markers showed a low capacity of discrimination (56.3%) in the Ibiza population probably due to genetic drift. Comparisons between the populations studied and other neighbouring populations showed a clear genetic sub-structure in the western Mediterranean area.  相似文献   

17.
The Hui group is the second largest ethnic minority and one of the most widespread ethnic groups in China. However, the genetic architecture of the Hui population remains largely unexplored, particularly with respect to the male-specific region of the Y chromosome. Here, we studied nine Hui populations (Xinjiang, Qinghai, Gansu, Ningxia, Shaanxi, Henan, Shandong, Sichuan, Yunnan) using 157 Y-chromosome single nucleotide polymorphisms (Y-SNPs) and 27 short tandem repeats (Y-STRs) to unravel their genetic substructure and forensic characteristics. A total of 650 unrelated male samples from the Hui populations were genotyped by SNaPshot®, a single base extension (SBE) assay. Finally, 95 terminal haplogroups and high haplotype diversity (0.9999) were observed in Hui populations. Frequency heat map matrices, genetic distance (FST) and network analysis within Hui populations indicated that these nine Hui populations can be divided into three groups: Hui populations from the northwest (NWH), Hui populations from Sichuan and Shandong (SSH), and Hui populations from Yunnan (YNH). Our results suggested that we should use different databases for different Hui samples in forensic cases. Comparison with other populations that used different population genetic analysis revealed that the Hui populations had close relationships with East Asian populations, especially Chinese Han population. Overall, the high-resolution panel with Y-SNPs and Y-STRs gives new and complete insight into Hui populations, which can be used to interpret the genetic substructure of Hui populations and affect the utility of forensic databases.  相似文献   

18.
In this study, 20 Y-specific short tandem repeat (STR) loci (DYS434, Y-GATA-A10, Y-GATA-H4, DYS438, DYS439, DYS443, DYS444, DYS446, DYS447, DYS448, DYS456, DYS458, DYS460, DYS520, DYS531, DYS557, DYS622, DYS630, DYS635(Y-GATA-C4), and DYS709) were analyzed in 158 unrelated healthy men from southeast China by three fluorescence-labeled multiplex polymerase chain reaction systems. The Y-STR multiplexes developed have followed the published nomenclature and International Society for Forensic Genetics (ISFG) guidelines for STR analysis. Gene diversity ranged from 0.2506 at DYS434 to 0.8034 at DYS447. A total of 157 different haplotypes were observed, and among these, 156 were unique, while 1 was found two times. The haplotype diversity value calculated from all 20 loci combined was 0.9997, which is informative. Furthermore, 80 father–son pairs, previously confirmed by autosomal STR analysis, were typed using the same 20 Y-STR loci, and four mutation events were identified at the Y-GATA-H4, DYS439, DYS456, and DYS458 loci, giving an average mutation rate of 0.25% per locus per generation (95% confidence interval 0.09–0.54). These results including the haplotype data at 20 Y-STR loci would enrich Chinese genetic informational resources and provide useful information in forensic practice. Electronic supplementary material The online version of this article (doi:) contains supplementary material, which is available to authorized users.  相似文献   

19.
Hainan Island is the southernmost and smallest Chinese province, isolated from the mainland. The Li and Han ethnic groups account for over 98% of the population on the island. However, the Li ethnic group is an indigenous community of Hainan Island, with great differences in culture, language and origin with respect to the Han, the largest ethnic group. Here, we studied these two ethnic groups from the perspective of the Y-chromosome single nucleotide polymorphisms (Y-SNPs) and short tandem repeats (Y-STRs) to unravel their forensic and phylogenetic characteristics. A total of 302 unrelated male samples from the Li and Han ethnic groups in Hainan Island were genotyped by a combination of three separate typing systems (next-generation sequencing and pyrosequencing for the Y-SNPs and capillary electrophoresis for the Y-STRs), a previously developed high-resolution panel containing 141 Y-SNPs and 27 Y-STRs. The haplotype diversity of the Li ethnic group reached 0.9997, and 49 terminal haplogroups were observed in the Li and Han ethnic groups. Haplogroup O1b1a1a1a1a1b-CTS5854 was the most predominant haplogroup, including 44.12% of Li individuals. Median-joining trees showed little gene flow between the Li and Han individuals, as well as between the Li and other ethnic groups in Hainan Island. Our results indicated that 1) in contrast with the Han ethnic group, a low degree of genetic diversity was observed in the Li ethnic group; 2) there was limited gene flow between the Li and Han ethnic groups; and 3) founder effect was identified in the Li ethnic group in Hainan Island.  相似文献   

20.
A total of 314 individuals representing the three major ethno-linguistic groups (ethnic Macedonians, Albanians and Turks) in the Republic of North Macedonia were analyzed for Y-SNPs and Y-STRs using minisequencing and fragment analysis. The haplogroup composition differed remarkably between the three groups with dominance of haplogroup I2 in ethnic Macedonians (28.1%), E1b in Albanians (35.3%) and J2a (34.9%) in Turks, respectively. The haplotype analysis using the YFilerPlus kit disclosed a significant reduction in diversity values (DC, GD) for the Turkish subgroup compared to the Macedonian and Albanian speaking populations. The Y-STR based population analysis revealed a similarity of ethnic Macedonians with neighboring Serbians and Bulgarians. The same holds true for the Albanian speakers from Macedonia and Albania, whereas the Turkish minority in North Macedonia stands apart from the population in Turkey.  相似文献   

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