Tracing the legacy of the early Hainan Islanders - a perspective from mitochondrial DNA
DOI: 10.1186/1471-2148-11-46
© Peng et al; licensee BioMed Central Ltd. 2011
Received: 30 September 2010
Accepted: 15 February 2011
Published: 15 February 2011
Abstract
Background
Hainan Island is located around the conjunction of East Asia and Southeast Asia, and during the Last Glacial Maximum (LGM) was connected with the mainland. This provided an opportunity for the colonization of Hainan Island by modern human in the Upper Pleistocene. Whether the ancient dispersal left any footprints in the contemporary gene pool of Hainan islanders is debatable.
Results
We collected samples from 285 Li individuals and analyzed mitochondrial DNA (mtDNA) variations of hypervariable sequence I and II (HVS-I and II), as well as partial coding regions. By incorporating previously reported data, the phylogeny of Hainan islanders was reconstructed. We found that Hainan islanders showed a close relationship with the populations in mainland southern China, especially from Guangxi. Haplotype sharing analyses suggested that the recent gene flow from the mainland might play important roles in shaping the maternal pool of Hainan islanders. More importantly, haplogroups M12, M7e, and M7c1* might represent the genetic relics of the ancient population that populated this region; thus, 14 representative complete mtDNA genomes were further sequenced.
Conclusions
The detailed phylogeographic analyses of haplogroups M12, M7e, and M7c1* indicated that the early peopling of Hainan Island by modern human could be traced back to the early Holocene and/or even the late Upper Pleistocene, around 7 - 27 kya. These results correspond to both Y-chromosome and archaeological studies.
Background
Map of Hainan Island and its surrounding regions, showing elevation relative to modern sea level. Map outline was kindly provided by YT. Yao, CAS Key Laboratory of Marginal Sea Geology, South China Sea Institute of Oceanology, Guangzhou [3].
Due to the post-glacial sea level rising and the formation of the Qiongzhou Strait, Hainan Island has been isolated from the mainland for at least 6 thousand years [3, 9]. Presently, Hainan Island is home to people with many different languages and/or cultures. Compared with other ethnic/linguistic groups (e.g. Lingao, Han, and Hmong) - the recent immigrants from mainland southern China [10], Li (Hlai) people were suggested to be the earliest settlers, having arrived in Hainan Island at least 3 kya [11]. In terms of linguistic analyses, the Hlai language, used by the Li people was suggested to split from other languages within the Tai-Kadai (Daic) family ~ 3 - 4 kya [12]. Meanwhile, some current Li populations still maintain some ancient cultures of the Neolithic, e.g. bark cloth and original ceramic making [10]. Therefore, colonization of Hainan Island by the ancestors of the Li people can be at least traced back to the Neolithic period (~ 2 - 6 kya) [11, 13]. However, whether the ancestor of the modern human had settled in this region in the Upper Pleistocene and contributed to the gene pool of modern Li populations in Hainan Island is unclear.
To depict the prehistoric peopling events in this region, human genetic approaches based on the uniparental genetic systems - mitochondrial DNA (mtDNA) and the nonrecombining region of the Y chromosome (NRY) - have been widely adopted [14]. By analyzing the dominant NRY haplogroups (paragroups) O1a* and O2a* in Hainan aborigines (five Li populations and one Cun population), Li et al. suggested that Hainan aborigines had been isolated at the entrance to East Asia for ~ 20 thousand years [4]. However, because of the relatively poor resolution of phylogeny based on limited numbers of Y-SNPs, the candidate founders of the ancient dispersal were still ambiguous. Moreover, in their later work about O1a*, wide connections among the populations around the Beibu Bay (i.e. Guangxi and Hainan) and other populations from southern China and Southeast Asia were observed [15]. This implies that the effect of some recent gene flows between Hainan islanders and the populations in the mainland could not be ignored.
In this study, we adopted mtDNA analyses to trace the ancient peopling of Hainan Island in a maternal perspective, because: 1) the phylogeny of mtDNA in context of East Asian and Southeast Asian has been improved thanks to large scale complete mtDNA genome sequencing [16–28]; 2) mtDNA data of many ethnic/linguistic groups in the neighboring regions of Hainan Island (i.e. southern China [29–36] and northern Vietnam [23, 37]) have been reported. Given that the maternal structures of the Li populations were poorly characterized in previous work [30], we collected new samples from 285 Li individuals. With comprehensive phylogeographic analyses based on complete mtDNA genomes sequencing, we identified some potential candidate markers for the early peopling of Hainan Island, which could be traced back to ~ 7 - 27 kya.
Results
The phylogeny of mtDNA in Hainan Island
mtDNA haplogroup frequencies in Hainan Island, Taiwan, mainland southern China, and Vietnam
Hainan | Hainan | Taiwan | Guangxi | Guangdong | Hong Kong | Yunnan-SE | N-Vietnam | M-Vietnam | Mainland | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Li-BT | Li-LD | Li-QZ | Li-TZ | Jiamao | Cun | Lingao | Danga | Total | Total | Total | Total | Total | Total | Total | Total | Total | |
Haplogroups | n = 99 | n = 100 | n = 86 | n = 34 | n = 27 | n = 30 | n = 31 | n = 40 | n = 447 | n = 640 | n = 1111 | n = 546 | n = 337 | n = 158 | n = 326 | n = 66 | n = 2584 |
A | 1.16 | 5.00 | 0.67 | 1.71 | 2.56 | 3.98 | 0.63 | 0.92 | 2.01 | ||||||||
B* | 2.94 | 3.70 | 3.33 | 6.45 | 2.50 | 1.34 | 1.08 | 0.55 | 0.80 | 1.90 | 0.92 | 4.55 | 1.04 | ||||
B4* | 1.00 | 3.70 | 0.45 | 1.71 | 2.20 | 1.86 | 1.27 | 2.76 | 1.52 | 1.93 | |||||||
B4a | 2.02 | 1.00 | 5.81 | 8.82 | 11.11 | 13.33 | 3.23 | 7.50 | 4.92 | 15.63 | 6.03 | 5.13 | 2.65 | 4.43 | 3.37 | 1.52 | 4.80 |
B4b1 | 9.09 | 11.00 | 6.98 | 8.82 | 3.33 | 3.23 | 6.94 | 7.34 | 3.24 | 3.48 | 2.39 | 2.53 | 0.61 | 2.71 | |||
B4c1b | 2.33 | 3.70 | 6.67 | 7.50 | 1.79 | 3.91 | 0.72 | 2.75 | 2.39 | 2.15 | 1.52 | 1.55 | |||||
B4c2 | 2.50 | 0.22 | 0.36 | 0.55 | 3.16 | 1.23 | 4.55 | 0.74 | |||||||||
B4g | 2.02 | 1.16 | 2.94 | 0.89 | 2.16 | 1.47 | 0.80 | 0.63 | 3.07 | 1.78 | |||||||
B5a | 10.10 | 10.00 | 8.14 | 8.82 | 17.50 | 8.28 | 5.16 | 7.92 | 4.40 | 5.57 | 5.70 | 11.66 | 3.03 | 7.04 | |||
B5b | 1.00 | 1.16 | 3.70 | 0.67 | 0.72 | 1.65 | 0.61 | 1.52 | 0.77 | ||||||||
C | 6.06 | 1.16 | 10.00 | 6.45 | 7.50 | 3.36 | 4.32 | 2.38 | 3.71 | 6.96 | 3.68 | 3.03 | 3.87 | ||||
D4 | 2.00 | 2.33 | 2.94 | 3.33 | 1.34 | 1.25 | 4.77 | 10.62 | 11.41 | 6.96 | 2.76 | 1.52 | 6.77 | ||||
D5'6 | 7.07 | 3.00 | 3.49 | 2.91 | 4.06 | 1.89 | 5.13 | 6.37 | 2.53 | 2.15 | 1.52 | 3.29 | |||||
E | 12.03 | 0.18 | 0.04 | ||||||||||||||
F* | 2.94 | 6.45 | 0.67 | 0.63 | 0.18 | 0.31 | |||||||||||
F1* | 3.03 | 1.16 | 3.23 | 1.12 | 2.07 | 3.48 | 1.59 | 4.43 | 2.15 | 1.52 | 2.44 | ||||||
F1a* | 3.00 | 1.16 | 0.89 | 2.19 | 4.05 | 4.95 | 3.71 | 3.16 | 7.36 | 9.09 | 4.68 | ||||||
F1a1* | 9.09 | 16.00 | 5.81 | 3.33 | 3.23 | 2.50 | 7.38 | 3.28 | 3.42 | 4.03 | 5.04 | 4.43 | 4.29 | 6.06 | 4.02 | ||
F1a1a | 2.00 | 1.16 | 3.23 | 0.89 | 3.51 | 3.11 | 2.92 | 2.53 | 5.83 | 9.09 | 3.72 | ||||||
F2 | 4.04 | 6.00 | 3.49 | 25.93 | 6.45 | 2.50 | 5.15 | 0.16 | 1.62 | 3.30 | 3.45 | 0.63 | 0.61 | 2.01 | |||
F3 | 3.03 | 3.23 | 2.50 | 1.12 | 8.44 | 3.96 | 3.48 | 2.12 | 5.70 | 0.92 | 3.21 | ||||||
F4 | 1.16 | 5.88 | 10.00 | 3.23 | 1.57 | 11.25 | 0.72 | 0.92 | 0.53 | 0.31 | 0.62 | ||||||
G | 8.82 | 3.33 | 3.23 | 2.50 | 1.34 | 0.16 | 2.07 | 2.38 | 1.06 | 7.59 | 0.92 | 3.03 | 2.21 | ||||
M* | 2.94 | 3.23 | 0.45 | 2.88 | 0.92 | 3.18 | 3.16 | 3.37 | 7.58 | 2.71 | |||||||
M10 | 1.01 | 1.16 | 3.33 | 7.50 | 1.34 | 0.63 | 1.08 | 2.01 | 1.86 | 0.63 | 0.92 | 1.32 | |||||
M12 | 11.11 | 4.00 | 9.30 | 5.88 | 3.70 | 5.00 | 6.26 | 0.31 | 0.72 | 0.73 | 3.16 | 1.53 | 1.52 | 0.89 | |||
M20 | 1.16 | 0.22 | 0.09 | 0.37 | 0.61 | 0.19 | |||||||||||
M33 | 3.33 | 9.68 | 0.89 | 1.17 | 0.92 | 1.33 | 0.61 | 0.97 | |||||||||
M71 | 3.23 | 0.22 | 0.54 | 0.37 | 0.27 | 1.27 | 0.92 | 3.03 | 0.62 | ||||||||
M74 | 2.00 | 3.23 | 0.67 | 0.54 | 0.18 | 0.80 | 0.63 | 3.03 | 0.50 | ||||||||
M7b* | 5.05 | 3.00 | 3.49 | 3.70 | 3.33 | 6.45 | 3.36 | 11.56 | 6.75 | 4.95 | 5.84 | 9.49 | 5.83 | 6.06 | 6.27 | ||
M7b1 | 10.10 | 9.00 | 1.16 | 5.88 | 7.41 | 6.67 | 3.23 | 10.00 | 6.94 | 0.78 | 9.09 | 3.66 | 6.63 | 5.70 | 6.75 | 6.06 | 7.00 |
M7c1'2 | 3.03 | 6.98 | 5.88 | 2.50 | 2.68 | 6.56 | 1.89 | 2.56 | 1.33 | 2.76 | 1.52 | 1.93 | |||||
M7c3 | 6.06 | 1.00 | 2.33 | 2.01 | 1.44 | 1.83 | 1.59 | 1.23 | 1.39 | ||||||||
M7c* | 2.00 | 4.65 | 2.94 | 1.57 | 0.09 | 0.04 | |||||||||||
M7e | 2.02 | 5.00 | 4.65 | 14.71 | 13.33 | 4.47 | 0.18 | 0.53 | 0.61 | 0.23 | |||||||
M8a | 3.03 | 4.00 | 1.16 | 2.94 | 7.41 | 3.33 | 6.45 | 3.13 | 1.08 | 2.38 | 1.06 | 0.92 | 1.52 | 1.28 | |||
M9a'b | 4.65 | 0.89 | 1.53 | 0.73 | 1.59 | 1.27 | 1.53 | 1.52 | 1.35 | ||||||||
N* | 0.99 | 0.18 | 0.63 | 1.23 | 0.66 | ||||||||||||
N10 | 3.23 | 0.22 | 0.09 | 0.37 | 0.53 | 0.61 | 0.27 | ||||||||||
N9a | 2.02 | 3.49 | 2.94 | 3.23 | 2.50 | 1.79 | 1.56 | 3.42 | 3.85 | 2.12 | 3.37 | 1.52 | 3.06 | ||||
R* | 3.33 | 3.23 | 5.00 | 0.89 | 1.08 | 0.18 | 1.59 | 1.27 | 0.92 | 0.93 | |||||||
R11 | 1.01 | 2.33 | 3.70 | 2.50 | 1.12 | 1.08 | 0.55 | 0.80 | 0.70 | ||||||||
R9* | 0.27 | 1.27 | 0.92 | 3.03 | 0.39 | ||||||||||||
R9b | 8.00 | 5.81 | 2.94 | 18.52 | 6.67 | 2.50 | 4.92 | 3.96 | 1.47 | 2.12 | 3.16 | 3.37 | 7.58 | 3.13 | |||
R9c | 6.00 | 3.70 | 3.23 | 1.79 | 2.34 | 0.63 | 0.73 | 2.12 | 1.27 | 1.53 | 3.03 | 1.08 | |||||
Y | 1.41 | 0.36 | 0.37 | 0.53 | 0.31 | ||||||||||||
Z | 2.50 | 0.22 | 0.36 | 1.83 | 1.86 | 1.90 | 2.15 | 1.20 | |||||||||
Haplotype Diversities | 0.976 | 0.966 | 0.982 | 0.980 | 0.960 | 0.972 | 0.996 | 0.986 | 0.987 | 0.966 | 0.989 | 0.996 | 0.994 | 0.991 | 0.992 | 0.988 | -- |
Tree drawn from a median-joining network of 180 mtDNA haplotypes observed in Hainan Island. mtDNA motifs of HVS-I (16080-16488) combined with HVS-II and/or certain coding region sites were considered to improve the resolution of the tree which was constructed manually and checked by using the Network 4.510. The circles represent mtDNA sequence types, shaded according to population with an area proportional to their absolute frequency. The geographic sources of populations were also noted. These are transitions while suffixes A, C, G and T refer to transversions, "Y" specifies heteroplasmic status C/T at the site, and "@" means a reverse mutation. Seven haplotypes were determined as the existing of heteroplasmic sites.
Comparison of the Hainan islanders with other populations in the mainland
Plot of the haplogroup contribution of the first and second PC. The contribution of each haplogroup was calculated as the factor scores for PC1 and PC2 with regression method (REGR) in SPSS13.0 software.
Dissection of mtDNA haplotypes in Hainan Island
To analyze mtDNA variation at a finer level, we dissected the haplotype information mainly based on HVS-I segment 16080 - 16488 (Figure 2). In general, the Hainan Island populations showed fairly high haplotype diversities compared with Taiwan aborigines or other populations from the mainland (Table 1). Some haplotypes were shared by the Li and non-Li populations within Hainan Island. In total of 178 haplotypes (16090 - 16365) observed in Hainan islanders, 80 types could be found the identical counterparts in the mainland (see Additional file 4). In addition, the median-joining networks of the most frequent haplogroups (B4b1, B5a, F1a1, R9b, and M7b1) were unable to identify candidate founder types which were suitable to date the related peopling of Hainan Island (see Additional file 5).
For the rest of the three haplogroups (i.e. M12, M7e, and M7c*) contributing most to the pole of Hainan islanders in PCA (Figure 4), some interesting patterns were observed. With HVS-I motifs as 16223-16234-16258T-16290, 16189-16223-16278 and 16166C-16172-16223-16311, three lineages assigned within haplogroups M12, M7c* and M7e, respectively, were restricted in Hainan Island. Meanwhile, the lineages of 16223-16234-16258T-16290 and 16166C-16172-16223-16311 underwent certain sub-differentiation to generate the derived lineages (Figure 2). Moreover, haplogroups M12, M7c* and M7e were more concentrated in the Li populations than those in other non-Li populations (Table 1). Hence, this implies that the three haplogroups might be useful to trace the early peopling of Hainan Island.
Candidate markers for the early peopling of Hainan Island
Reconstructed phylogenetic tree of 21 complete mtDNA genome sequences from haplogroups M12 and M7c'e. The six reported sequences were taken from the literature and were further labeled by the symbols MD [18], AC [39], QK1 [20], and QK2 [28] followed by "#", the geographic locations, and the sample codes or the access numbers in GenBank. One sequence (Accession No. EU294322) submitted by "Family Tree DNA" was retrieved from GenBank. Haplogroup age estimates (±standard errors) are indicated at the branch roots in terms of the calibrated mutation rate with symbols as SP [58] and LE [66], respectively. Mutations are transitions at the respective nucleotide position unless otherwise specified. Letters following positions indicate transversions. Recurrent mutations are underlined. +: insertion; d: deletion; @: back-mutation. "R" specifies heteroplasmic status A/G and was also noted in italic. Amino acid replacements are specified by single-letter code; s, synonymous replacements; t, change in transfer RNA; r, change in ribosomal RNA gene.
Median-joining network of HVS-I sequences of haplogroup M12 and the spatial frequency distribution. The circles represent mtDNA HVS-I (16090 - 16365) sequence types, shaded according to region with an area proportional to their absolute frequency which is also indicated by the number in the circle. Mutations are transitions unless the base change is explicitly indicated. Heteroplasmic positions are indicated by an "H" after the nucleotide positions. Some HVS-II sites were employed to improve the resolution and were noted in parentheses.
Median-joining network of HVS-I sequences of haplogroup M7e. The circles represent mtDNA HVS-I (16085 - 16365) sequence types, shaded according to region with an area proportional to their absolute frequency which is also indicated by the number in the circle. Mutations are transitions unless the base change is explicitly indicated. Heteroplasmic positions are indicated by an "H" after the nucleotide position.
For the sequences of M7c* with HVS-I motif as 16189-16223-16278, the complete mtDNA sequence (Li152) could be assigned into M7c1 but did not cluster with any known lineages of M7c1. This pattern implied that the related peopling of Hainan Island was likely to be traced back to the initial differentiation of haplogroup M7c1 as early as ~ 18 - 27 kya (Figure 5).
Discussion
In general, the mtDNA haplogroup profiles of Hainan islanders are similar to the profiles of the populations from mainland southern China. This pattern is consistent with the previous work on NRY [4, 40–43]. It suggests the Hainan islanders should have derived from mainland southern China and/or have had a common origin with the populations from this region [30]. Especially, most Hainan islanders were clustered with some populations from Guangxi (Figure 3). This pattern was also reflected by the genome-wide data: the Jiamao population in Hainan Island was clustered with the Zhuang population (i.e. the dominant minority ethnic group in Guangxi) as a branch in the tree of the "Pan-Asian" [44]. Thus, the ancestors of the Li populations were likely from Guangxi.
Coalescence ages of the most frequent mtDNA haplogroups in Hainan Island
Total | Li | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
Haplogroups | Individuals | ρ | σ | T | ΔT | Individuals | ρ | σ | T | ΔT |
B5a | 37 | 1.03 | 0.32 | 19.4 | 5.9 | 30 | 1.07 | 0.35 | 20.1 | 6.6 |
B4b1 | 31 | 0.45 | 0.26 | 8.5 | 4.9 | 29 | 0.45 | 0.27 | 8.4 | 5.2 |
F1a1-16399 | 31 | 0.13 | 0.07 | 2.4 | 1.2 | 30 | 0.13 | 0.07 | 2.5 | 1.3 |
M7b1 | 31 | 0.45 | 0.22 | 8.5 | 4.2 | 24 | 0.54 | 0.29 | 10.2 | 5.0 |
M12 | 28 | 0.61 | 0.40 | 11.4 | 7.6 | 26 | 0.54 | 0.39 | 10.1 | 7.4 |
R9b | 21 | 1.67 | 1.00 | 31.4 | 18.8 | 19 | 1.21 | 1.10 | 31.7 | 20.7 |
M7e | 20 | 1.00 | 0.82 | 18.8 | 15.4 | 16 | 1.00 | 0.78 | 18.8 | 14.6 |
To trace the early peopling of Hainan Island, we paid more attention to haplogroups M12 M7c1*, and M7e, because: 1) they have relatively high frequencies in Hainan Island and are relatively concentrated in the Li populations; 2) some lineages within these haplogroups are only found in Hainan Island; 3) certain sub-differentiation within these haplogroups are observed. Detailed phylogeographic analyses based on mtDNA genomes suggested the initial peopling of Hainan Island was likely to be around 7 - 27 kya (Figure 5 - 6) when Hainan Island was connected with the mainland southern China and/or northern Vietnam [3, 9]. The long-standing connection between Hainan Island and the mainland from the LGM to 6 - 7 kya [3, 9] could provide the opportunity for some of the dispersals of modern human. Our results are largely in agreement with the time estimates from NRY [4] and are supported by the recent archeological findings [5–8]. However, as mentioned above, the gene pool of Hainan islanders was likely to be affected by the recent immigrants from the mainland. To pin down the recent gene flow and the ancient components in detail, it is necessary to improve the resolution of molecular markers, together with extensive sampling, and even to employ genome-wide autosomal markers, which could be the future direction and would provide more details about the peopling of Hainan Island.
Conclusions
Combining the fresh data of the mtDNA variation of the 285 Li individuals and those from previous study, we not only help to further understand the mtDNA phylogeny in Hainan Island but also provide deeper insights into the peopling of Hainan Island. Although some genetic differentiations from the populations in the mainland did emerge, in general, the mtDNA phylogeny in Hainan Island was represented as a subset in the context of East Asian and Southeast Asian. The ancestors of the Li people were likely from the populations in mainland southern China, especially in Guangxi. The recent gene flow from the mainland might play important roles in shaping the maternal pool of Hainan islanders. Based on the mtDNA genome sequencing, the phylogeographic analyses of haplogroups M12, M7e, and M7c1* suggested that the related immigration from mainland southern China and Vietnam could be trace back to around 7 - 27 kya, which largely corresponds to the results from NRY and archaeology.
Methods
Population samples and DNA extraction
In total, we collected samples from 285 unrelated Li individuals residing in Hainan Island (Figure 2): 86 from Qiongzhong Li and Miao Autonomous County (Li-QZ); 99 from Baoting Li and Miao Autonomous County (Li-BT); and 100 from Ledong Li Autonomous County (Li-LD). All subjects were interviewed to ascertain their ethnic affiliations and to obtain informed consent before blood collection. Comparative mtDNA data from southern China and Vietnam were taken from previous published literature (see Additional file 2). Genomic DNA was extracted from whole blood samples by the standard phenol/chloroform methods.
MtDNA typing
The mtDNA control region sequences were amplified by the PCR method previously reported [46]. HVS-I (minimum length sequenced was nucleotide positions (np) 16080-16569; maximum length sequenced np 16001-16569) and HVS-II (minimum length sequenced np 1-207; maximum length sequenced np 1-575) were sequenced in all samples as described elsewhere [47]. We performed haplogroup-specific control region motif recognition and (near-) matching search with the published mtDNA data to assign each mtDNA into specific, named haplogroups [46]. Then we selected certain mtDNAs from sequences having similar HVS motifs to genotype the related diagnostic sites in the coding region to confirm their haplogroup status (see Additional file 1). Moreover, 14 whole mtDNA genomes were sequenced following protocols reported elsewhere [48–50]. The sequences generated in this study have been deposited in GenBank database (Accession Nos. HQ156470-HQ156754 for HVS and HQ157971-HQ157984 for mtDNA genome sequences).
Sequences were edited and aligned by Lasergene (DNAStar Inc., Madison, Wisconsin, USA) and mutations were scored relative to the revised Cambridge sequence (rCRS) [51]. For the length variants in the control region, we followed the rules proposed by Bandelt and Parson (2008) [52]. The transition at 16519 and the C-length polymorphisms in regions 16180-16193 and 303-315 were disregarded in the analyses. The classification of the mutations of each mtDNA genomes was performed with mtDNA GeneSyn 1.0 http://www.ipatimup.pt/downloads/mtDNAGeneSyn.zip[53]. To avoid any nomenclature conflicts, we followed the criterion of PhyloTree (http://www.phylotree.org, mtDNA tree Build 10) [54] and the recent updating mtDNA phylogeny in East Asia [28].
Data analyses
For HVS data, we constructed the median-joining network using Network 4.510 http://www.fluxus-engineering.com/sharenet.htm[55]. The coalescent age of a haplogroup of interest was estimated by statistics ρ ± σ [56, 57] and the rate of 18,845 years per transition for control region (16090-16365) [58] was used (Table 2). Principal components analysis (PCA) followed the method developed by Richards et al. with SPSS13.0 software (SPSS) [38]. Analysis of molecular variance (AMOVA) was computed with the package Arlequin 3.11 http://cmpg.unibe.ch/software/arlequin3/[59]. The counter map of spatial frequency was created by using the Kriging algorithm of the Surfer 8.0 package (Golden Software Inc., Golden, Colorado, USA) [60]. To detect the recent gene flow, haplotypes sharing analyses between the Hainan islanders and the populations from the mainland were carried out based on phylogeny [61].
For complete mtDNA sequences, the phylogeny was reconstructed manually and checked by Network 4.510. Six reported sequences were employed for tree reconstructed (Figure 5). To estimate the coalescence time of haplogroup M7c1, additional 13 complete mtDNA genomes from the published literature (Accession Nos. EF153823, EF397561, EU007890, EU597541, AP008755, AP008336, AP008647, AP008886, AP010681, AP010827, HM030514, HM030523, and HM030547) [18, 27, 28, 62–65] were employed but not displayed in the tree. The coalescent age was also estimated by statistics ρ ± σ [56, 57]. The recent calibrated rates for the entire mtDNA genome [58] and for only the synonymous mutation [66] were adopted, respectively (Figure 5).
Notes
Declarations
Acknowledgements
We are grateful to all the donors for providing blood samples. We thank Chun-Ling Zhu, Shi-Fang Wu, and Ji-Shan Wang for technical assistance and Yan-Tao Yao for providing the map of Hainan Island. And we thank Dr. Chad L. Samuelsen for language editing. This study was supported by grants from National Natural Science Foundation of China (30621092 and 30900797), and Bureau of Science and Technology of Yunnan Province (2009CI119).
Authors’ Affiliations
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