- Research article
- Open Access
Demographic history of Canary Islands male gene-pool: replacement of native lineages by European
© Fregel et al; licensee BioMed Central Ltd. 2009
Received: 16 January 2009
Accepted: 3 August 2009
Published: 3 August 2009
The origin and prevalence of the prehispanic settlers of the Canary Islands has attracted great multidisciplinary interest. However, direct ancient DNA genetic studies on indigenous and historical 17th–18th century remains, using mitochondrial DNA as a female marker, have only recently been possible. In the present work, the analysis of Y-chromosome polymorphisms in the same samples, has shed light on the way the European colonization affected male and female Canary Island indigenous genetic pools, from the conquest to present-day times.
Autochthonous (E-M81) and prominent (E-M78 and J-M267) Berber Y-chromosome lineages were detected in the indigenous remains, confirming a North West African origin for their ancestors which confirms previous mitochondrial DNA results. However, in contrast with their female lineages, which have survived in the present-day population since the conquest with only a moderate decline, the male indigenous lineages have dropped constantly being substituted by European lineages. Male and female sub-Saharan African genetic inputs were also detected in the Canary population, but their frequencies were higher during the 17th–18th centuries than today.
The European colonization of the Canary Islands introduced a strong sex-biased change in the indigenous population in such a way that indigenous female lineages survived in the extant population in a significantly higher proportion than their male counterparts.
The Canary Islands are a volcanic archipelago consisting of seven main islands situated in the Atlantic Ocean, facing the western Saharan coast of Africa. Fuerteventura and Lanzarote are the easternmost islands, the former being only a hundred km from the continent.
The Islands were already known to Mediterranean Classical cultures, but the Archipelago was rediscovered and visited by Genovese, Majorcan, Portuguese and French sailors during the 13th and 14th centuries. Under the auspices of the Castilian crown, Europeans conquered the Canary Islands during the 15th century, beginning with Lanzarote in 1402 and finishing with Tenerife in 1496. The conquest was rather violent because the Guanches often fought fiercely against the invaders. Even islands such as Lanzarote or Gomera, which pacifically received the first Norman and Castilian expeditions, were the scene of violent revolts because the natives were enslaved in large numbers to defray the cost of the military expeditions. In retaliation, the rebels, mainly men, were killed and massively deported by the conquerors .
There are several questions about the past and present of the Guanches that have attracted the curiosity of scientists since the 19th century. They refer to the time(s) and way(s) they arrived on the islands, their geographic origin, and whether their descendants persist in the present-day population . The oldest human settlement seems to be no earlier than the first millennium B.C., according to absolute C14 dating . Coalescence age estimates obtained from mitochondrial DNA (mtDNA)  and Y-chromosome  putative founder lineages concord with archeological results.
As the islands were never connected with the African Continent, they had to be reached by sea. Their inhabitants did not supposedly have seafaring skills and communication among islands was thus absent at the time of the Spanish conquest. This poses the unresolved dilemma of whether the first settlers reached the islands by themselves and after that forgot their sailing skills or if they were transported to the islands by another maritime people .
From the beginning of the conquest, Guanche dialects and customs were found to be related to those of their N African Berber neighbors. Since then, anthropological, archeological and linguistic studies have provided further support to the N African origin of the indigenous population . Furthermore, the different human types discovered and the heterogeneity of their cultural remains again points to the possibility of successive arrivals of N African settlers [8–13].
In spite of the aggressive conquest and subsequent massive European immigration and North and sub-Saharan African slave importation to the islands, historians estimated that approximately two-thirds of the Canary population were Africans and aborigines at the end of the 16th century . Moreover, osteological studies comparing aboriginal remains and modern rural populations, support the persistence of indigenous traits in the current population [10, 15].
From the genetic perspective, strong evidence in support of a N African origin of the indigenous ancestors and their present-day persistence was only obtained when uniparental genetic markers were analyzed. Mitochondrial DNA (mtDNA) lineages, belonging to the U6 haplogroup , and Y-chromosome haplotypes of the E1b1b1b haplogroup, characterized by the M81 marker , both with a clear Berber origin, were detected in the Canary islanders at a significantly higher presence than in Iberians, their main colonizers [4, 5]. In addition, admixture analysis taking the Iberians, Northwest and sub-Saharan West African populations as parental sources of the present-day Canary population, showed that the indigenous contribution was estimated to be 33% of maternal lineages  and only 7% for paternal lineages . This strong sexual asymmetry was explained by a sociological bias favoring matings between Iberian males and indigenous females, and the greater indigenous male mortality during the Conquest . Accordingly, intermediate admixture estimates were obtained when autosomal markers were used [18, 19]. It is also worth mentioning that the detection of significant correlations between relative frequencies and/or diversity values for mtDNA, CD4/Alu haplotypes and ABO gene data, and geographical distances of the islands from Africa were explained assuming only one main colonization event [4, 18, 19]. On the contrary, using Y-chromosome markers, two opposite correlations were found , which was explained by at least two independent waves of colonists from NW Africa, still detectable today. These genetic results, although congruent with previous anthropological, archeological and linguistic data, have not been free of criticism. It is well known that admixture values strongly depend on the appropriate choice of the parental populations. To extrapolate the unknown indigenous population from a NW African sample pool seems unsuitable, because although the mtDNA haplogrup U6 present in the Canary Islanders and in North Africa originates in the latter , the most abundant Canary sublineage, U6b1, is absent in NW Africa, and the most abundant U6a sublineages on that continent are very scarce in the archipelago [4, 16, 21] pointing to different N African sources. Moreover, the unquestionably N African lineages present in the present-day Canary population may not be wholly due to the indigenous heritage but to Iberian colonizers, since these lineages, albeit in low frequencies, are also present in Spain and Portugal [22, 23]. Another possibility is that those U6 lineages present in the islands may derive from slaves brought from the NW African coast after the conquest. However, all these concerns vanished when mtDNA information was obtained directly from indigenous remains , and exhumed 17th–18th century remains from Tenerife . The presence of U6b1 lineages and other presumed founder lineages were detected in both samples, confirming their prehispanic origin. In addition, the direct incorporation of the indigenous sample as a parental source of the admixed Canary Islands populations provided greater indigenous female component estimates (42–73%) than those based on the present-day NW African maternal gene pool (33–43%).
Although most of the populational molecular genetic studies carried out on skeletal remains have used mtDNA, mainly because of its copy number per cell, sex-typing based on the XY amelogenin test has also been frequently and successfully used since the beginning of the ancient DNA (aDNA) typing era [26–28]. Recent achievements in Neanderthal whole nuclear genome [29, 30] and gene specific [31, 32] studies prompted us to undertake a Y-chromosome SNP analysis in the indigenous population of the islands, which is crucial to determine the relative survival of the prehispanic male genetic pool in the present-day population. The goal was to directly type North-African geographically structured Y-chromosome binary markers in samples from indigenous and 17th–18th century remains that were already successfully analyzed for mtDNA [24, 25] and proven to be males by an amelogenin-based sexing test . The statistical null hypotheses of these analyses would be that male haplogroup frequencies in the indigenous and historical samples should not be significantly different from those found in the modern Canary population.
Results and discussion
Sample typing and methods
First of all, contamination was not detected in extraction or PCR negative controls, in any case of Y-chromosome analysis, although sporadic contamination was observed when the previous mtDNA analysis was performed. PCR efficiency with the samples selected for the present Y-chromosome analysis was 58% in the indigenous material and 63% in La Concepción historical material. However, taking into account previous mtDNA and amelogenin analysis, only 30 (10%) of the total indigenous and 42 (21%) of the historical samples produced Y-chromosome positive results. From the 30 successfully amplified indigenous samples, 24 were from Gran Canaria, 3 from Fuerteventura, 2 from Tenerife and 2 from Gomera.
For the direct Y-chromosome markers amplification, a mean of 366 ± 254 initial molecules was quantified by real-time PCR. However, the limited amount of DNA substrate left after the mtDNA and amelogenin analysis, and the frequent PCR inhibition problems due to the relatively large amount of extract necessary to directly amplify each marker, required the inclusion of a prior preamplification step. At first, we unsuccessfully tried whole genome amplification. Secondly, we turned to a specific multiplex approach using the whole sixteen primer-pair set in one reaction but, although some specific products were obtained, the relative abundance of unspecific amplifications made this method difficult to apply. Only when the sixteen markers were subdivided into three different multiplex assays (Additional file 1), clean specific products were obtained in subsequent nested PCR reamplifications. Cloning and sequencing confirmed the PCR amplification specificity for all the markers used.
Although a hierarchical approach was followed in the RFLP analysis in La Laguna (Additional file 2), all the samples were first typed for the phylogenetically basal M89 marker, the three most frequent North African markers (M78, M81, M267) and M269, the most abundant European marker. The same five markers were also replicated in the Porto lab using a first multiplex SNaPshot analysis (Additional file 3). Samples derived for M78, M81, M267 and M269 were not included in further analyses; those derived for M89 were subsequently analyzed for the M9, M45, M170, M172, M173 and M201 multiplex set; and ancestral ones for the M2, M33, M34, M60 and M96 multiplex set.
Authenticity of ancient DNA results
We are confident in the authenticity of our results for several reasons. First, only those samples that showed a relatively high initial copy number in the real-time PCR quantification assay were successfully analyzed. Second, we never detected contamination in any of the negative controls performed in extraction and amplification. Third, all the markers analyzed in the same individual always gave genealogically congruent results for their respective ancestral or derived status. Fourth, replication of all the samples in two independent laboratories produced identical results. Fifth, haplogroup types and frequencies obtained for the indigenous and historical samples were very different, but in accordance with the predictions based on historical and archeological records. Sixth, haplogroups crucial to the correct interpretation of the results, such as E-M81, were not detected in the panel of male researchers that handled the remains from each excavation (Additional file 4).
Y-SNP haplogroups in indigenous and historical Canary Island populations
Y-chromosome haplogroup frequencies in the studied populations
Congruently, the European R-M269 haplogroup was already the most frequent in the historical sample (42.9%). R-M269 reaches 60% in the Iberian peninsula  but is found at a low frequency in NW Africa (4–6%), and seems to have been introduced there from Europe in historical times . Its frequency in the extant Canary population (53.2%) is similar to that found in the Iberian Peninsula, pointing to a mainly European origin for the present-day male pool in the Canaries . The fact that a similar frequency has been found in the historical sample, again points to a strong European replacement of the male indigenous pool since the early conquest period. Surprisingly, R-M269 was also found in the indigenous sample in a moderate frequency (10%). Its presence in the indigenous people could be explained in two ways: (a) R-M269 was introduced into NW Africa in prehistoric not historical times, or (b) the presence of this marker in the aborigines was due to a prehispanic European gene flow into the indigenous population. As NW African R-M269 chromosomes showed close STR-similarity to the Iberian ones , pointing to recent contacts between both regions, the second option appears more plausible.
A sub-Saharan component is detected in both indigenous (3.3%) and historical (7.1%) samples. E-M33 was the only sub-Saharan marker found in aborigines. In Africa, its highest frequencies have been detected in Southern (51%) and Central areas (57%) [17, 36]. However, as its frequencies in North-Central Moroccan Berbers (3.2%) and in Saharan people (3.5%)  are similar to that found in the indigenous sample, its prehispanic presence in the islands could be due to the same NW African colonization that brought E-M81. E-M33 was also detected in the historical population (2.4%) which, together with E-M81, could indicate a moderate indigenous Y-lineage persistence in the 17th–18th centuries. Although its presence could also be the result of the later sub-Saharan slave trade, its limited frequency in the Gulf of Guinea , the main source of slaves, makes this second option less probable. The E-M2 branch is another sub-Saharan haplogroup [37, 38] present in the historical sample (4.76%). It reaches its highest frequency in Mali and has been proposed as a marker of the Bantu expansion . So, its presence in the 17th–18th century population could indicate direct influence due to slavery. In fact, it is well documented that, for instance, in Gran Canaria more than 10,000 slaves were introduced during the 16th century. The majority of these slaves came from regions of sub-Saharan Africa  where E-M2 is the most abundant Y-chromosome haplogroup [17, 36]. E-M2 is also present in NW African populations [17, 34] so, although this marker was not detected in our small indigenous sample, a prehispanic NW African origin cannot be ruled out.
Some additional haplogroups detected in indigenous and/or historical Canaries samples (M78, M172, M173, M201 and M267), appear in the Iberian Peninsula as well as in NW Africa [17, 34–36, 40–47]. Nevertheless, M78 and M267, which are more abundant in the latter (Table 1), have a higher frequency in the indigenous sample (23.3% and 16.7%, respectively) than in the 17th–18th centuries population (11.9% in both cases), which is again in accordance with a NW African origin for the prehispanic colonizers of the islands.
Due to the low variance of J-M267 in N Africa compared to that in the Middle East, its presence in the former has been related to the Arab expansion in the 7th century A.D. . However, if the arrival of the indigenous people in the islands was around 1,000 years B.C. , the presence of J-M267 in NW Africa could be previous to the Arab expansion. Alternatively, this marker might have reached the islands with a second wave of colonists.
Similarly to E-M81, the frequencies of E-M78 and J-M267 decrease in the historical and present-day Canary populations, again highlighting the strong demic impact of the European colonists before the 17th–18th centuries. On the other hand, haplogroups with a comparatively higher European presence such as M172, M201 and M173 (comprising SRY1532 and M17) were only detected in the historical sample, therefore, they most probably reached the islands after the European conquest.
The presence of the I-M170 haplogroup in the indigenous sample (6.7%) deserves special attention. This haplogroup is the only major clade of the Y-chromosome phylogeny that is widespread over Europe and almost absent elsewhere, suggesting that it originated there . It is especially abundant in the eastern Mediterranean area, with its highest frequencies in the Balkans . Therefore, the presence of this European Y-chromosome lineage in the indigenous pool is compatible with a direct Mediterranean input, or to a more ancient demic influx from Europe to N Africa than has yet been proposed .
Genetic distances and AMOVA
FST distances between populations based on Y-chromosome haplogroup frequencies
AMOVA analyses were performed to assess the relative amount of variance attributed to differences among and within natural geographic areas. When the indigenous and historical samples were included within the Canarian group, 80% of the total variance was observed within populations (FST), 3% among populations within groups (FSC) and 17% among groups (FCT). However, when the indigenous sample was removed from the analysis or grouped with N Africa, FCT increased to 18%, whereas FSC decreases to 2.4%. When, in addition to the aborigines, the historical sample was also removed, the variance partition values did not change. These results indicate, once more, that the indigenous sample is comparatively more similar to the N African than to the present-day Canary population, while the C 17th–18th historical sample shows more affinities with the modern Canary Island population.
Male vs. female contributions
To explain the current demographic composition of the Canaries, in previous genetic approaches their present-day inhabitants were considered as a hybrid population with a NW African substrate, contributed most probably by Berber indigenous founders, a substantial European input and, to a lesser degree, a sub-Saharan African component, introduced after the conquest as slaves. Consequently, admixture estimates were calculated using present-day Iberian, NW African and sub-Saharan W African populations as parental sources. Results based on uniparental markers have provided contradictory evidence pointing to a considerable sexually asymmetric contribution, with a predominant (92%) male European contribution  and a high (33–43%) NW African female component [4, 51]. More recently, the maternal indigenous substrate has been directly estimated from ancient remains  showing a higher indigenous contribution (42–73%) than that estimated when the present-day NW African mtDNA gene pool was used. Admixture proportions based on mtDNA were also calculated for the 17th–18th century population of Tenerife  and a higher sub-Saharan African influence was found (14%) than in the present-day population (5%).
63.2 ± 14.5
31.1 ± 14.0
5.8 ± 4.5
83.0 ± 4.7
16.1 ± 4.6
0.9 ± 0.7
47.9 ± 23.3
39.9 ± 22.9
12.2 ± 6.5
55.4 ± 15.6
41.8 ± 15.8
2.8 ± 3.7
The presence of autochthonous North African E-M81 lineages, and also other relatively abundant markers (E-M78 and J-M267) from the same region in the indigenous population, strongly points to that area as the most probable origin of the Guanche ancestors. This is in accordance with previous genetic studies performed on the same material at mtDNA level , and in support of the cultural connections found between the Berbers and the indigenous islanders people [9, 15, 52]. In addition to this mainly NW African colonization, the detection in the indigenous sample of markers like I-M170 and R-M269 of clear European ascription might suggest that other secondary waves also reached the Archipelago, most likely from the Mediterranean basin. This would again be in agreement with the multiple settlement theory proposed to explain the physical and cultural diversity found between and within the different islands [3, 52]. However, as these markers are also present in N Africa, albeit in low frequencies, it could be that they arrived in the islands during the same African wave(s) that brought E-M81 and reached relatively high frequencies there due to founder and genetic-drift effects. If so, the presence of these markers in N Africa may be older than previously proposed .
Compared to the original natives, the 17th–18th century historical sample mainly differs by harboring lower frequencies of NW African haplogroups (p < 0.05), such as E-M81 (11.9% vs 26.7%), E-M78 (11.9% vs 23.3%) and J-M267 (11.9% vs 16.7%), and higher frequencies for European haplogroups (p < 0.001) like R-M269 (42.9% vs 10.0%) or R-M173, (9.5% vs 0.0%). A notable exception was I-M170 because it was not detected in the historical sample, despite being moderately frequent in the aborigines (6.7%).
Different founder effects on different islands could be a plausible explanation, since all the natives carrying I-M170 were from Gran Canaria, whereas the historical sample was taken from Tenerife. Another difference between these two samples is the higher, albeit not significant, frequency of sub-Saharan lineages (7.1% vs 3.3%) in this historical population. However, these differences were not detected at mtDNA level [24, 25], as the NW African haplogroup U6 (10.2% vs 10.0%) and the most abundant and widespread European haplogroup H (46.9% vs 52.1%) showed similar frequencies in both samples. The sharp and swift change observed for the indigenous male and female genetic pools can be satisfactorily explained if it is accepted that indigenous females were reproductively more successful after the conquest than males, who were displaced by male European colonizers. Although sampling bias and drift effects could also explain these differences, the genetic data corroborate historical chronicles that narrated frequent mass killings and deportations of mainly males during the conquest [1, 9]. Even after that first violent period, the better social and economical position held by the Europeans continued to favor their mating with indigenous females.
The asymmetric sexual evolution of the mixed population is also corroborated when quantitative admixture estimates are independently applied to their female and male genetic pools at different times (Table 3). The Iberian contribution to the male genetic pool increases from 63% in the 17th–18th centuries to 83% in the present-day population, which is accompanied by a parallel dropping of the male indigenous (31% vs 17%) and sub-Saharan (6% vs 1%) contributions. However, relative proportions in the female pool are strikingly constant for Iberians (48% vs 55%) and aborigines (40% vs 42%), from the 17th–18th centuries to the present , and only the sub-Saharan female contribution shows an important decrease (12% vs 3%).
These results indicate that indigenous males were negatively discriminated, not only at the beginning of the conquest but also afterwards. In the case of the sub-Saharan lineages, it seems that their mating disadvantage affected both sexes, although more so in males.
It has been stated that the Canary Islands served as a laboratory for the later conquest and settlement of the American Continent by the Spaniards [54, 55]. In fact, recent genetic studies on Iberoamerican populations [56–58] have also detected considerable sexual asymmetry, showing that the European male contribution to their present-day genetic pools is significantly greater than the female, as happens in the Canary Islands. Ironically, autochthonous male M81 and female U6 lineages from the Canaries have also been detected in Iberoamerica , demonstrating that Canary Islanders with indigenous ancestors actively participated in the American colonization.
Samples used in this study were excavated by different authorized archeological teams. The material ceded to perform molecular analyses consisted, in all cases, of teeth without fractures. Whenever possible, teeth were directly taken from their mandible alveolus. A total of 643 teeth corresponding to 493 different individuals were analyzed. This material belonged to different indigenous burials sampled from six of the seven islands: Fuerteventura (13 teeth from 10 individuals), Gran Canaria (230 teeth from 115 individuals), Tenerife (45 teeth from 39 individuals), Gomera (62 teeth from 52 individuals), Hierro (44 teeth from 44 individuals) and La Palma (43 teeth from 38 individuals). Calibrated radiocarbon dating was performed in the Beta Analytic Radiocarbon Dating Laboratory (Miami). At least two samples for site were analyzed. Aboriginal remains were clearly pre-conquest for all the analyzed islands: Tenerife (2210 ± 60 to 1720 ± 60 BP), Gomera (1743 ± 40 to 1493 ± 40 BP), Hierro (1740 ± 50 to 970 ± 50 BP) and Gran Canaria (1410 ± 60 to 750 ± 60 BP) . Although the Fuerteventura and La Palma  materials were not directly C-14 dated, ceramic types co-excavated with the remains indicate that they were also prehispanic and not older than 1000 years BP. Historical remains, from 17th–18th century, exhumed from La Concepción Church in Tenerife (206 teeth from 195 individuals), were also analyzed. In order to avoid sampling repetitions, individuals from different graves were preferably chosen, and only one type of tooth was taken when more than one individual was sampled in the same grave .
Ancient DNA laboratory
To ensure the reliability of the results, strict measures were taken to avoid contamination, as recommended for aDNA work [60, 61]. Analyses were performed in three independent aDNA-dedicated laboratories. In the first, the excavated material was decontaminated and processed to obtain powdered samples. In the second, DNA extraction and pre-PCR procedures were carried out. PCR amplifications were performed in a third area. Finally, post-PCR analyses were done in another physically isolated laboratory.
In each aDNA dedicated area, all personnel were required to wear lab-coats, face-shields, hats and multiple pairs of gloves. The equipment and work areas were constantly irradiated with UV lamps and frequently cleaned with bleach. All sample manipulations were performed in laminar flow cabinets, with dedicated pipettes and sterile filter tips (Tip One, Star Lab). Solutions were commercially acquired whenever possible; otherwise, they were autoclaved and UV-treated. All metallic material was sterilized in an oven at 200°C for at least 4 h.
Ancient DNA extraction
Initial decontamination steps were carried out on all samples prior to extraction. Teeth were thoroughly washed with 15% HCl, rinsed with UV-treated ddH2O and exposed to UV light for 10 min. In order to reconstruct teeth after extractions, they were transversely cut through the mid-line, using a dental electric saw, and the internal pulp and dentine drilled out using a dental drill. The powder was collected in 1.5 ml sterile tubes and DNA extracted according to a modified GuSCN-silica based protocol [24, 25, 62].
Previous mtDNA and amelogenin analysis
As it there are estimated to be about 3,000 mtDNA molecules per cell , previous to the Y-chromosome study all the teeth were analyzed for mtDNA . Those individuals that could not be amplified for mtDNA (35%) were not included in subsequent analysis. The successfully amplified mtDNA samples were sexed using an amelogenin test as previously published [25, 33]. For those samples carrying the Y-chromosome specific band, two additional amelogenin typings were performed to confirm the result. When only the female band was amplified, 4 to 5 additional repetitions were carried out, in order to avoid false results due to allelic dropout during the first few PCR cycles . In the indigenous sample, only 49% of the individuals were unequivocally sexed and 17% proved to be male, so 89 teeth from 52 individuals (14.6%) were analyzed for Y-chromosome binary markers. For the historical sample, 56% of the individuals gave results for the amelogenin locus and 34% resulted male, so 67 individuals were included in the Y-chromosome analysis.
To amplify the Y-SNPs, primers were designed to define fragments with less than 100 base pairs (bp), as recommended for aDNA studies, using Primer3 software http://primer3.sourceforge.net. Different sets of primers were used for: a) direct SNP amplification, b) primer-extension preamplificaction (PEP), c) nested-PCR reamplification and d) SNaPshot multiplex SNP typing. Primer sequences are shown in Additional files 1, 2 &3.
Real-time PCR quantification
To assess the number of molecules used as template for PCR amplification , we used iQ™ SYBR® Green Supermix (BioRad) in an iCycler Thermal Cycler (BioRad). Primers and thermal cycling conditions were as described for Y-SNP amplifications. Tenfold serial dilutions of a purified and quantified standard were included in the experiments to determine the standard curve in order to estimate the initial number of DNA molecules in each sample.
Primer-Extension Preamplification (PEP)
Primer-extension preamplification of the whole genome  was carried out using DOP PCR Master Mix Kit (Roche) and following the manufacturer's protocol.
Multiplex amplification was performed in two different ways. In the first approach, the thirty-two primers of the sixteen markers, detailed in Additional file 1, were used in a PCR multiplex. Subsequently, the sixteen markers were amplified in three different multiplex assays (Additional file 1). PCR was performed in 10 μl volume, containing 1 μl of 10× Tris-HCl buffer, 200 μM of each dNTP, 5 mM of MgCl2, 1.5 ng of bovine serum albumin (BSA), 1 unit of Taq polymerase (Ecogen), the optimal concentration for each pair of primers (Additional file 1) and 5 μl of DNA extract. When no amplification product was obtained, the DNA extract volume was increased to 7 μl in subsequent PCRs. To overcome PCR inhibition, detectable by the lack of primer-dimers, DNA was reduced to 3 μl and/or the Taq and BSA amounts were doubled. Reactions were submitted to 40 amplification cycles with denaturation at 94°C for 10 s, annealing at 55°C for 10 s and extension at 72°C for 10 s. Extraction and PCR controls were included to detect modern DNA contamination. Ancient female DNA was used as an additional negative control.
Each marker was reamplified using a nested-PCR approach. In these amplifications, one of the previous PCR primers was used together with a newly designed nested-primer (Additional file 2). The PCR was run in 40 μl, containing 4 μl of 10× Tris-HCl buffer, 200 μM of each dNTP, 40 pmoles of each primer, 5 mM of MgCl2, 3 units of Taq polymerase (Ecogen) and 8 μl of 1:200 diluted multiplex PCR product. Reactions were submitted to 40 amplification cycles with denaturation at 94°C for 10 s, annealing at 55°C for 10 s and extension at 72°C for 10 s. A 5 μl aliquot of the PCR product was loaded in 10% acrylamide:bis-acrylamide (19:1) gels, stained with ethidium bromide and visualized under UV to assess the amplification yield.
0.5–1 unit of the appropriate restriction enzyme (Additional file 2) was used to directly digest 10 μl of the nested-PCR product under the manufacturers' recommendations. RFLP patterns were resolved on 8% acrylamide:bis-acrylamide (19:1) in 1× TBE buffer and stained with ethidium bromide (1 μg/ml) for 15 min.
Multiplex SNaPshot analysis
Products of each nested PCR were pooled in 0.5-ml sterile eppendorf tubes at comparatively optimal amounts, and ethanol precipitated in order to purify and concentrate the samples in a 10 μl volume. In order to remove any primers and dNTPs left by the previous ethanol precipitation, 1 μl of the concentrated PCR products was treated with 0.5 μl of Exo-SAP-it (USB) and incubated at 37°C for 15 min, followed by heating at 85°C for 15 min to inactivate the enzyme.
The multiplex minisequencing reactions were carried out in a 5 μl final volume containing 1 μl of SNaPshot™ Multiplex Ready Mix (Applied Biosystem) and 1.5 μl of the previously treated PCR products. Concentrations of primers in the reaction mix are specified in Additional file 3. Reactions were submitted to 25 cycles of denaturation at 96°C for 10 s, annealing at 50°C for 5 s, and extension at 60°C for 30 s. Final extension products were treated with 1 μl of SAP (USB) and incubated at 37°C for 1 h, followed by enzyme inactivation by heating at 85°C for 15 min.
For capillary electrophoresis, 0.5 μl purified extension products were mixed with 9 μl Hi-Di™ formamide (Applied Biosystems, (AB)) and 0.5 μl of internal size standard GeneScan-120 LIZ™ (AB). Samples were run on an ABI PRISM 3130 Genetic Analyzer (AB) using POP-7® (AB). Results were analyzed using GeneMapper 4.0 software (AB).
Cloning and sequencing
To check the specificity of the primers, PCR products of each marker were ligated into pGEM-T vectors (Promega). Colonies were plated on selective Amp/IPTG/X-gal plates, and white colonies were selected. Clones were directly sequenced using M13 universal primers. Sequencing reactions were prepared in 10 μl volumes using the BigDye 3.1 Terminator Cycle Sequencing kit (AB) and the products were run on an ABI PRISM 310 Genetic Analyzer (AB).
Contamination prevention and authentication
To avoid modern contaminant DNA during the mtDNA and amelogenin analyses, all the previously reported procedures were followed [24, 25, 33, 62]. In addition, for the Y-chromosome analysis, aDNA was exclusively manipulated by female researchers and all sample analyses were duplicated, in La Laguna, using RFLP assays and in Porto, using SNaPshot analysis.
RFLP analysis on modern populations
In order to make comparisons among populations feasible, after concluding the analysis of all the extant aDNA samples from the Canary Islands , samples from the Iberian peninsula  and North Africa  were additionally typed for M269 marker as previously described .
The indigenous and historical samples were compared between each other and with each present-day island population, with West Saharan (including Mauritanian samples), NW African (comprising Arabs and Berbers from Morocco) and North Central African populations (including Algerian and Tunisian samples), and with an overall sample from the Iberian Peninsula as detailed in Additional file 5. To make comparisons possible, frequencies were calculated for haplogroups at the same level of SNP resolution as the indigenous and historical samples. Analysis of molecular variance (AMOVA) and pairwise FST genetic distances based on haplogroup frequencies  were performed using ARLEQUIN 2000 package . Principal component (PC) and multidimensional scaling (MDS) analyses were carried out using the SPSS statistical package 11.5 (SPSS, Inc). Admixture analysis, using Y-chromosome SNPs (k = 18) as alleles of a single locus, was performed using ADMIX 2.0 program . Admixture coefficients and their standard deviations were obtain from 3000 bootstrap replicates. Contingency and Fisher exact tests were used to assess the significance of haplogroup frequency differences. To test the significance of admixture proportions between male and female lineages, we used a significance test of independent proportions .
We are grateful to P. Hernández Carpio and A. González and J. Espino from the Servicio de Secuenciación y Genotipado de ADN (SEGAI) for technical assistance. Samples were ceeded by Dirección General de Patrimonio Histórico del Gobierno de Canarias and/or Unidad de Patrimonio del Cabildo de La Palma, El Hierro and La Gomera, with the consent of Museo Canario (Gran Canaria and Lanzarote samples), Unidad de Patrimonio de El Hierro (Hierro samples), Museo Arqueológico de La Palma (La Palma samples), Museo Arqueológico de La Gomera (Gomera samples) and Instituto de Canarias Cabrera Pinto (Tenerife samples). We would like to specially acknowledge the help of M. Arnay, A. Gámez, J.C. Hernández, J. Pais, J. Velasco and T. Delgado. This research was supported by grants from the Spanish Ministry of Science and Technology BFU2006-04490 to J.M. Larruga. R. Fregel is supported by a predoctoral fellowship from the Gobierno de Canarias, and V. Gomes by Fundação para a Ciência e a Tecnologia through grant SFRH/BD/36045/2007.
- Viera y, Clavijo J: Historia de la Islas Canarias. 1772, vol. Tomo 1. Madrid: Editorial CupsaGoogle Scholar
- Flores C, Larruga JM, González AM, Hernández H, Pinto FM, Cabrera VM: The origin of the Canary Island aborigines and their contribution to the modern population: A molecular genetics perspective. Current Anthropology. 2001, 42 (5): 749-754. 10.1086/323819.View ArticleGoogle Scholar
- Onrubia-Pintado J: Les cultures préhistoriques des Îles Canaries, état de la question. L'Anthropologie. 1987, 91: 653-678.Google Scholar
- Rando JC, Cabrera VM, Larruga JM, Hernandez M, Gonzalez AM, Pinto F, Bandelt HJ: Phylogeographic patterns of mtDNA reflecting the colonization of the Canary Islands. Ann Hum Genet. 1999, 63 (Pt 5): 413-428. 10.1046/j.1469-1809.1999.6350413.x.View ArticlePubMedGoogle Scholar
- Flores C, Maca-Meyer N, Perez JA, Gonzalez AM, Larruga JM, Cabrera VM: A predominant European ancestry of paternal lineages from Canary Islanders. Ann Hum Genet. 2003, 67 (Pt 2): 138-152. 10.1046/j.1469-1809.2003.00015.x.View ArticlePubMedGoogle Scholar
- Mercer J: The Canary Islanders: their prehistory, conquest, and survival. 1980, London: Rex CollingsGoogle Scholar
- Navarro JF: Arqueología de las Islas Canarias. Espacio, tiempo y forma Serie I, Prehistoria y Arqueología. 1997, 10: 447-478.Google Scholar
- Verneau R: Rapport d'une mission scientifique dans l'Archipel Canarien. Archives des Missions Sc et Litté 3er sér. 1887, XVIII: 567-817.Google Scholar
- Hooton EA: Preliminary remarks on the Archaeology and Physical Anthropology of Tenerife. Am Anthropol New Series. 1916, 18: 358-365. 10.1525/aa.1916.18.3.02a00060.View ArticleGoogle Scholar
- Fusté M: Algunas observaciones acerca de la antropología de las poblaciones prehistórica y actual de Gran Canaria. 1958, Las Palmas: Ediciones del Museo CanarioGoogle Scholar
- Schwidetzky I, ed: La población prehispánica de las Islas Canarias. Cabildo Insular de Tenerife; Tenerife. 1963Google Scholar
- López de Ipiña S, Bermúdez de Castro JM: Análisis de la variabilidad dental en las poblaciones prehistóricas de Canarias. Zainak. 1987, 4: 133-168.Google Scholar
- Arco MC, Navarro JF: Historia popular de Canarias. Vol. 1. Los aborígenes. 1987, S/C de Tenerife: Centro de la Cultura Popular CanariaGoogle Scholar
- Wölfel DJ: Sind die Ureinwohner der Kanaren ausgestorben?. Zeitschrift für Ethnologie. 1930, 62: 282-302.Google Scholar
- Schwidetzky I: Investigaciones antropológicas en las Islas Canarias: Estudio comparativo entre la población actual y la prehispánica. 1975, Tenerife: Publicaciones del Museo Arqueológico de TenerifeGoogle Scholar
- Rando JC, Pinto F, Gonzalez AM, Hernandez M, Larruga JM, Cabrera VM, Bandelt HJ: Mitochondrial DNA analysis of northwest African populations reveals genetic exchanges with European, near-eastern, and sub-Saharan populations. Ann Hum Genet. 1998, 62 (Pt 6): 531-550. 10.1046/j.1469-1809.1998.6260531.x.View ArticlePubMedGoogle Scholar
- Bosch E, Calafell F, Comas D, Oefner PJ, Underhill PA, Bertranpetit J: High-resolution analysis of human Y-chromosome variation shows a sharp discontinuity and limited gene flow between northwestern Africa and the Iberian Peninsula. Am J Hum Genet. 2001, 68 (4): 1019-1029. 10.1086/319521.PubMed CentralView ArticlePubMedGoogle Scholar
- Flores C, Maca-Meyer N, Perez JA, Cabrera VM: The peopling of the Canary Islands: a CD4/Alu microsatellite haplotype perspective. Hum Immunol. 2001, 62 (9): 949-953. 10.1016/S0198-8859(01)00311-1.View ArticlePubMedGoogle Scholar
- Fregel R, Maca-Meyer N, Cabrera VM, Gonzalez AM, Larruga JM: Description of a simple multiplex PCR-SSCP method for AB0 genotyping and its application to the peopling of the Canary Islands. Immunogenetics. 2005, 57 (8): 572-578. 10.1007/s00251-005-0029-6.View ArticlePubMedGoogle Scholar
- Maca-Meyer N, Gonzalez AM, Pestano J, Flores C, Larruga JM, Cabrera VM: Mitochondrial DNA transit between West Asia and North Africa inferred from U6 phylogeography. BMC Genet. 2003, 4: 15-10.1186/1471-2156-4-15.PubMed CentralView ArticlePubMedGoogle Scholar
- Brakez Z, Bosch E, Izaabel H, Akhayat O, Comas D, Bertranpetit J, Calafell F: Human mitochondrial DNA sequence variation in the Moroccan population of the Souss area. Ann Hum Biol. 2001, 28 (3): 295-307. 10.1080/030144601300119106.View ArticlePubMedGoogle Scholar
- Pereira L, Prata MJ, Amorim A: Diversity of mtDNA lineages in Portugal: not a genetic edge of European variation. Ann Hum Genet. 2000, 64 (Pt 6): 491-506. 10.1046/j.1469-1809.2000.6460491.x.View ArticlePubMedGoogle Scholar
- Gonzalez AM, Brehm A, Perez JA, Maca-Meyer N, Flores C, Cabrera VM: Mitochondrial DNA affinities at the Atlantic fringe of Europe. Am J Phys Anthropol. 2003, 120 (4): 391-404. 10.1002/ajpa.10168.View ArticlePubMedGoogle Scholar
- Maca-Meyer N, Arnay M, Rando JC, Flores C, Gonzalez AM, Cabrera VM, Larruga JM: Ancient mtDNA analysis and the origin of the Guanches. Eur J Hum Genet. 2004, 12 (2): 155-162. 10.1038/sj.ejhg.5201075.View ArticlePubMedGoogle Scholar
- Maca-Meyer N, Cabrera VM, Arnay M, Flores C, Fregel R, Gonzalez AM, Larruga JM: Mitochondrial DNA diversity in 17th–18th century remains from Tenerife (Canary Islands). Am J Phys Anthropol. 2005, 127 (4): 418-426. 10.1002/ajpa.20148.View ArticlePubMedGoogle Scholar
- Faerman M, Filon D, Kahila G, Greenblatt CL, Smith P, Oppenheim A: Sex identification of archaeological human remains based on amplification of the X and Y amelogenin alleles. Gene. 1995, 167 (1–2): 327-332. 10.1016/0378-1119(95)00697-4.View ArticlePubMedGoogle Scholar
- Stone AC, Milner GR, Paabo S, Stoneking M: Sex determination of ancient human skeletons using DNA. Am J Phys Anthropol. 1996, 99 (2): 231-238. 10.1002/(SICI)1096-8644(199602)99:2<231::AID-AJPA1>3.0.CO;2-1.View ArticlePubMedGoogle Scholar
- Meyer E, Wiese M, Bruchhaus H, Claussen M, Klein A: Extraction and amplification of authentic DNA from ancient human remains. Forensic Sci Int. 2000, 113 (1–3): 87-90. 10.1016/S0379-0738(00)00220-6.View ArticlePubMedGoogle Scholar
- Green RE, Krause J, Ptak SE, Briggs AW, Ronan MT, Simons JF, Du L, Egholm M, Rothberg JM, Paunovic M, et al: Analysis of one million base pairs of Neanderthal DNA. Nature. 2006, 444 (7117): 330-336. 10.1038/nature05336.View ArticlePubMedGoogle Scholar
- Noonan JP, Coop G, Kudaravalli S, Smith D, Krause J, Alessi J, Chen F, Platt D, Paabo S, Pritchard JK, et al: Sequencing and analysis of Neanderthal genomic DNA. Science. 2006, 314 (5802): 1113-1118. 10.1126/science.1131412.PubMed CentralView ArticlePubMedGoogle Scholar
- Krause J, Lalueza-Fox C, Orlando L, Enard W, Green RE, Burbano HA, Hublin JJ, Hanni C, Fortea J, de la Rasilla M, et al: The derived FOXP2 variant of modern humans was shared with Neandertals. Curr Biol. 2007, 17 (21): 1908-1912. 10.1016/j.cub.2007.10.008.View ArticlePubMedGoogle Scholar
- Lalueza-Fox C, Rompler H, Caramelli D, Staubert C, Catalano G, Hughes D, Rohland N, Pilli E, Longo L, Condemi S, et al: A melanocortin 1 receptor allele suggests varying pigmentation among Neanderthals. Science. 2007, 318 (5855): 1453-1455. 10.1126/science.1147417.View ArticlePubMedGoogle Scholar
- Arnay M, González-Reimers E, Fregel R, Velasco-Vázquez J, Delgado-Darias T, González AM, Larruga JM: Canary islands aborigin sex determination based on mandible parameters contrasted by amelogenin analysis. J Archaeol Sci. 2007, 34 (9): 1515-1522. 10.1016/j.jas.2006.11.008.View ArticleGoogle Scholar
- Arredi B, Poloni ES, Paracchini S, Zerjal T, Fathallah DM, Makrelouf M, Pascali VL, Novelletto A, Tyler-Smith C: A predominantly neolithic origin for Y-chromosomal DNA variation in North Africa. Am J Hum Genet. 2004, 75 (2): 338-345. 10.1086/423147.PubMed CentralView ArticlePubMedGoogle Scholar
- Flores C, Maca-Meyer N, Gonzalez AM, Oefner PJ, Shen P, Perez JA, Rojas A, Larruga JM, Underhill PA: Reduced genetic structure of the Iberian peninsula revealed by Y-chromosome analysis: implications for population demography. Eur J Hum Genet. 2004, 12 (10): 855-863. 10.1038/sj.ejhg.5201225.View ArticlePubMedGoogle Scholar
- Semino O, Magri C, Benuzzi G, Lin AA, Al-Zahery N, Battaglia V, Maccioni L, Triantaphyllidis C, Shen P, Oefner PJ, et al: Origin, diffusion, and differentiation of Y-chromosome haplogroups E and J: inferences on the neolithization of Europe and later migratory events in the Mediterranean area. Am J Hum Genet. 2004, 74 (5): 1023-1034. 10.1086/386295.PubMed CentralView ArticlePubMedGoogle Scholar
- Cruciani F, Santolamazza P, Shen P, Macaulay V, Moral P, Olckers A, Modiano D, Holmes S, Destro-Bisol G, Coia V, et al: A back migration from Asia to sub-Saharan Africa is supported by high-resolution analysis of human Y-chromosome haplotypes. Am J Hum Genet. 2002, 70 (5): 1197-1214. 10.1086/340257.PubMed CentralView ArticlePubMedGoogle Scholar
- Underhill PA, Shen P, Lin AA, Jin L, Passarino G, Yang WH, Kauffman E, Bonne-Tamir B, Bertranpetit J, Francalacci P, et al: Y chromosome sequence variation and the history of human populations. Nat Genet. 2000, 26 (3): 358-361. 10.1038/81685.View ArticlePubMedGoogle Scholar
- Lobo-Cabrera M: La esclavitud en las Canarias orientales en el siglo XVI. 1982, Las Palmas de Gran Canaria: Excmo. Cabildo Insular de Gran CanariaGoogle Scholar
- Semino O, Passarino G, Oefner PJ, Lin AA, Arbuzova S, Beckman LE, De Benedictis G, Francalacci P, Kouvatsi A, Limborska S, et al: The genetic legacy of Paleolithic Homo sapiens sapiens in extant Europeans: a Y chromosome perspective. Science. 2000, 290 (5494): 1155-1159. 10.1126/science.290.5494.1155.View ArticlePubMedGoogle Scholar
- Jobling MA, Tyler-Smith C: The human Y chromosome: an evolutionary marker comes of age. Nat Rev Genet. 2003, 4 (8): 598-612. 10.1038/nrg1124.View ArticlePubMedGoogle Scholar
- Behar DM, Garrigan D, Kaplan ME, Mobasher Z, Rosengarten D, Karafet TM, Quintana-Murci L, Ostrer H, Skorecki K, Hammer MF: Contrasting patterns of Y chromosome variation in Ashkenazi Jewish and host non-Jewish European populations. Hum Genet. 2004, 114 (4): 354-365. 10.1007/s00439-003-1073-7.View ArticlePubMedGoogle Scholar
- Cinnioglu C, King R, Kivisild T, Kalfoglu E, Atasoy S, Cavalleri GL, Lillie AS, Roseman CC, Lin AA, Prince K, et al: Excavating Y-chromosome haplotype strata in Anatolia. Hum Genet. 2004, 114 (2): 127-148. 10.1007/s00439-003-1031-4.View ArticlePubMedGoogle Scholar
- Cruciani F, La Fratta R, Santolamazza P, Sellitto D, Pascone R, Moral P, Watson E, Guida V, Colomb EB, Zaharova B, et al: Phylogeographic analysis of haplogroup E3b (E-M215) y chromosomes reveals multiple migratory events within and out of Africa. Am J Hum Genet. 2004, 74 (5): 1014-1022. 10.1086/386294.PubMed CentralView ArticlePubMedGoogle Scholar
- Nasidze I, Quinque D, Ozturk M, Bendukidze N, Stoneking M: MtDNA and Y-chromosome variation in Kurdish groups. Ann Hum Genet. 2005, 69 (Pt 4): 401-412. 10.1046/j.1529-8817.2005.00174.x.View ArticlePubMedGoogle Scholar
- Regueiro M, Cadenas AM, Gayden T, Underhill PA, Herrera RJ: Iran: tricontinental nexus for Y-chromosome driven migration. Hum Hered. 2006, 61 (3): 132-143. 10.1159/000093774.View ArticlePubMedGoogle Scholar
- Sengupta S, Zhivotovsky LA, King R, Mehdi SQ, Edmonds CA, Chow CE, Lin AA, Mitra M, Sil SK, Ramesh A, et al: Polarity and temporality of high-resolution y-chromosome distributions in India identify both indigenous and exogenous expansions and reveal minor genetic influence of Central Asian pastoralists. Am J Hum Genet. 2006, 78 (2): 202-221. 10.1086/499411.PubMed CentralView ArticlePubMedGoogle Scholar
- Martínez VMF: Arqueología prehistórica de África. 1996, Madrid: Editorial SíntesisGoogle Scholar
- Rootsi S, Magri C, Kivisild T, Benuzzi G, Help H, Bermisheva M, Kutuev I, Barac L, Pericic M, Balanovsky O, et al: Phylogeography of Y-chromosome haplogroup I reveals distinct domains of prehistoric gene flow in europe. Am J Hum Genet. 2004, 75 (1): 128-137. 10.1086/422196.PubMed CentralView ArticlePubMedGoogle Scholar
- Fechner A, Quinque D, Rychkov S, Morozowa I, Naumova O, Schneider Y, Willuweit S, Zhukova O, Roewer L, Stoneking M, et al: Boundaries and clines in the West Eurasian Y-chromosome landscape: insights from the European part of Russia. Am J Phys Anthropol. 2008, 137 (1): 41-47. 10.1002/ajpa.20838.View ArticlePubMedGoogle Scholar
- Pinto F, Gonzalez AM, Hernandez M, Larruga JM, Cabrera VM: Genetic relationship between the Canary Islanders and their African and Spanish ancestors inferred from mitochondrial DNA sequences. Ann Hum Genet. 1996, 60 (Pt 4): 321-330. 10.1111/j.1469-1809.1996.tb01195.x.View ArticlePubMedGoogle Scholar
- González R, Tejera A: Los aborígenes canarios: Gran Canaria y Tenerife. 1990, Oviedo: Ediciones ItsmoGoogle Scholar
- Maca-Meyer N: Composición genética de poblaciones históricas y prehistóricas humanas de las Islas Canarias. 2002, La Laguna: Universidad de La LagunaGoogle Scholar
- Albulafia D: The discovery of mankind: Atlantic encounters in the age of Columbus. 2008, New Heaven: Yale University PressGoogle Scholar
- Elliot J: Empires of the Atlantic World: Britain and Spain in America 1492–1830. 2006, New Heaven: Yale University PressGoogle Scholar
- Bonilla C, Bertoni B, Gonzalez S, Cardoso H, Brum-Zorrilla N, Sans M: Substantial Native American female contribution to the population of Tacuarembo, Uruguay, reveals past episodes of sex-biased gene flow. Am J Hum Biol. 2004, 16 (3): 289-297. 10.1002/ajhb.20025.View ArticlePubMedGoogle Scholar
- Mendizabal I, Sandoval K, Berniell-Lee G, Calafell F, Salas A, Martinez-Fuentes A, Comas D: Genetic origin, admixture, and asymmetry in maternal and paternal human lineages in Cuba. BMC Evol Biol. 2008, 8: 213-10.1186/1471-2148-8-213.PubMed CentralView ArticlePubMedGoogle Scholar
- Salas A, Jaime JC, Alvarez-Iglesias V, Carracedo A: Gender bias in the multiethnic genetic composition of central Argentina. J Hum Genet. 2008, 53 (7): 662-674. 10.1007/s10038-008-0297-8.View ArticlePubMedGoogle Scholar
- Martín E: La Palma y los auaritas. 1992, Santa Cruz de Tenerife: Centro de la Cultura Popular CanariaGoogle Scholar
- Cooper A, Poinar HN: Ancient DNA: do it right or not at all. Science. 2000, 289 (5482): 1139-10.1126/science.289.5482.1139b.View ArticlePubMedGoogle Scholar
- Paabo S, Poinar H, Serre D, Jaenicke-Despres V, Hebler J, Rohland N, Kuch M, Krause J, Vigilant L, Hofreiter M: Genetic analyses from ancient DNA. Annu Rev Genet. 2004, 38: 645-679. 10.1146/annurev.genet.37.110801.143214.View ArticlePubMedGoogle Scholar
- Casas MJ, Hagelberg E, Fregel R, Larruga JM, Gonzalez AM: Human mitochondrial DNA diversity in an archaeological site in al-Andalus: genetic impact of migrations from North Africa in medieval Spain. Am J Phys Anthropol. 2006, 131 (4): 539-551. 10.1002/ajpa.20463.View ArticlePubMedGoogle Scholar
- Iborra FJ, Kimura H, Cook PR: The functional organization of mitochondrial genomes in human cells. BMC Biol. 2004, 2: 9-10.1186/1741-7007-2-9.PubMed CentralView ArticlePubMedGoogle Scholar
- Karafet TM, Mendez FL, Meilerman MB, Underhill PA, Zegura SL, Hammer MF: New binary polymorphisms reshape and increase resolution of the human Y chromosomal haplogroup tree. Genome Res. 2008, 18 (5): 830-838. 10.1101/gr.7172008.PubMed CentralView ArticlePubMedGoogle Scholar
- Rozen S, Skaletsky H: Primer3 on the WWW for general users and for biologist programmers. Methods Mol Biol. 2000, 132: 365-386.PubMedGoogle Scholar
- Alonso A, Martin P, Albarran C, Garcia P, Garcia O, de Simon LF, Garcia-Hirschfeld J, Sancho M, de La Rua C, Fernandez-Piqueras J: Real-time PCR designs to estimate nuclear and mitochondrial DNA copy number in forensic and ancient DNA studies. Forensic Sci Int. 2004, 139 (2–3): 141-149. 10.1016/j.forsciint.2003.10.008.View ArticlePubMedGoogle Scholar
- Zhang L, Cui X, Schmitt K, Hubert R, Navidi W, Arnheim N: Whole genome amplification from a single cell: implications for genetic analysis. Proc Natl Acad Sci USA. 1992, 89 (13): 5847-5851. 10.1073/pnas.89.13.5847.PubMed CentralView ArticlePubMedGoogle Scholar
- Flores C: Composición genética y posible origen paterno de las poblaciones humanas canarias, deducidos de su polimorfismo en el cromosoma Y. PhD thesis. 2001, La Laguna: Universidad de La LagunaGoogle Scholar
- Alonso S, Flores C, Cabrera V, Alonso A, Martin P, Albarran C, Izagirre N, de la Rua C, Garcia O: The place of the Basques in the European Y-chromosome diversity landscape. Eur J Hum Genet. 2005, 13 (12): 1293-1302. 10.1038/sj.ejhg.5201482.View ArticlePubMedGoogle Scholar
- Slatkin M: A measure of population subdivision based on microsatellite allele frequencies. Genetics. 1995, 139 (1): 457-462.PubMed CentralPubMedGoogle Scholar
- Schneider S, Roessli D, Excoffier L: Arlequin ver. 2000: A software for population genetics data analysis. 2000, Switzerland: Genetics and Biometry Laboratory, University of GenevaGoogle Scholar
- Dupanloup I, Bertorelle G: Inferring admixture proportions from molecular data: extension to any number of parental populations. Mol Biol Evol. 2001, 18 (4): 672-675.View ArticlePubMedGoogle Scholar
- Zar JH: Biostatistical Analysis. New Jersey: Prentice Hall, 2Google 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.