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Research Article
Characterization of the complete mitochondrial genome of Parabreviscolex niepini Xi et al., 2018 (Cestoda, Caryophyllidea)
expand article infoBing-Wen Xi, Dong Zhang§, Wen-Xiang Li§, Bao-Juan Yang, Jun Xie
‡ Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi, China
§ Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, China
Open Access

Abstract

Parabreviscolex niepini is a recently described caryophyllidean monozoic tapeworm from schizothoracine fish on the Tibetan Plateau. In the present study, the complete mitochondrial genome of P. niepini is determined for the first time. The mitogenome is 15,034 bp in length with an A+T content of 59.6%, and consists of 12 protein-encoding genes, 22 tRNA genes, two rRNA genes, and two non-coding regions. The secondary structure of tRNAs exhibit the conventional cloverleaf structure, except for trnS1(AGN) and trnR, which lack DHU arms. The anti-codon of trnS1(AGN) in the mitogenome of P. niepini is TCT. The two major non-coding regions, 567 bp and 1428 bp in size, are located between trnL2 and cox2, trnG and cox3, respectively. The gene order of P. niepini shows a consistent pattern with other caryophyllideans. Phylogenetic analysis based on mitogenomic data indicates that P. niepini has a close evolutionary relationship with tapeworms Breviscolex orientalis and Atractolytocestus huronensis.

Keywords

unsegmented cestode, eucestode, tapeworm, mitogenome, schizothoracine fish

Introduction

The Caryophyllidea is an ancient group of tapeworms, consisting of four families, 42 genera, and approximately 190 species parasitic in cypriniform and siluriform fishes in most zoogeographical regions (Scholz and Oros 2017). Some caryophyllideans, especially those in cyprinids (e.g. Khawia sinensis Hsü, 1935), cause severe fish diseases. The simplification and limited number of morphological characters cause species identification and taxonomic classification is problematic. Recent research found that the present classification of caryophyllideans could not reveal the natural phylogenetic relationships (Brabec et al. 2012; Xi et al. 2018). Further studies were desired to re-construct the taxonomic system. Maternal inheritance and rapid evolution have proven to be key factors in phylogenetic studies in tapeworms, making mitochondrial DNA a powerful marker for species identification (e.g. Brabec et al. 2012; Li et al. 2017).

Parabreviscolex Xi, Oros, Chen & Xie, 2018 is a recently erected genus in the family Capingentidae Hunter, 1930 (Cestoda: Caryophyllidea), with the type species Parabreviscolex niepini Xi, Oros, Chen & Xie, 2018 from schizothoracine fish on the Tibetan Plateau (Xi et al. 2018). The historical uplift of the Tibetan Plateau has caused significant differentiation of the Tibetan biotas, resulting in many endemic species. The evolution and adaptation processes of those species have attracted much attention. In this study, the complete mitogenome of P. niepini was sequenced, which may provide useful information for better understanding the evolution and taxonomy within caryophyllideans.

Materials and methods

Specimen collection and DNA extraction

Parabreviscolex niepini were collected from the schizothoracine fish Schizopygopsis younghusbandi Regan, 1905 in the Yarlung Tsangpo River at Linzhi (29°39'N, 94°21'E), Tibet, China, and the specimens were fixed in 100% ethanol and stored at Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences. Total genomic DNA was extracted using a TIANamp Micro DNA Kit (Tiangen Biotech, Beijing, China), according to the manufacturer’s instructions. DNA was stored at -20 °C for further molecular analyses.

PCR and DNA sequencing

The whole mitogenome was amplified with primers designed based on closely related tapeworms (Suppl. material 1). PCR reactions were performed in a 20 µL reaction mixture, containing 7.4 µL dd H2O, 10 µL 2×PCR buffer (Mg2+, dNTP plus, Takara, China), 0.6 µL of each primer (10 µM), 0.4 µL ExTaq polymerase (Takara, China), and 1 µL DNA template (200 ng/µL). Amplification was conducted as follows: initial denaturation at 95 °C for 2 min, followed by 40 cycles at 95 °C for 10 sec, 46 °C – 53 °C for 30 sec (annealing temperature depending on the primers used, see Suppl. material 1), and 68 °C for 90 sec, and final extension at 68 °C for 10 min. PCR products were sequenced bidirectionally at Sangon Biotech (Shanghai, China) using the primer walking strategy.

Sequence annotation and analyses

The amplified fragments were quality-proofed, and BLASTN (Altschul et al. 1990) to confirm the fragments were the actual target sequence. The complete mitochondrial genomic sequence of P. niepini was assembled manually in a stepwise manner using the DNAstar v7.1 program (Burland 2000). To determine the gene boundaries, it was aligned against the reference mitogenomic sequences of Atractolytocestus huronensis Anthony, 1958 (KY486754) using the program MAFFT 7.149 (Katoh and Standley 2013) integrated with Geneious (Kearse et al. 2012). The mitogenome was annotated and characterized mainly following previous descriptions (Zhang et al. 2017a, b; Zou et al. 2017; Li et al. 2018). Protein-coding genes (PCGs) were found by searching for ORFs (employing genetic code 9, an echinoderm mitochondrial genome) and checking the nucleotide alignments against the reference genome in Geneious. All tRNAs were identified, and confirmed with ARWEN (Laslett and Canback 2008) and MITOS (Bernt et al. 2013) web servers. Similarly, rrnL and rrnS were initially found using MITOS and their boundaries were determined by the alignments with the reference genome in Geneious. The NCBI submission file and tables with statistics for mitogenomes were generated using a GUI-based program, MitoTool (Zhang 2016b). Tandem Repeats Finder (Benson 1999) was employed to find tandem repeats in the non-coding regions. A nucleotide composition table was then used to make the broken line graph of A+T content in ggplot2 (Hadley 2009). Codon usage and relative synonymous codon usage (RSCU) for twelve protein-encoding genes (PCGs) of P. niepini was computed and sorted using MitoTool, and finally imported to ggplot2 to draw the RSCU figure. Ggplot2 was used to draw scatter diagrams for the principal component analysis (PCGs) and nucleotide skews. Input files for the PCGs of codon usage pattern, as well as analyses of amino acid usage pattern and nucleotide skews, were generated by MitoTool. PASW 18.0 (Allen and Bennett 2010) was used to conduct a principal component analysis and generate data for the scatter diagram.

Phylogeny and gene order

Phylogenetic analyses were undertaken using nucleotide sequences of all 36 genes of the newly sequenced mitogenome of P. niepini and 36 selected cestodes mitogenomes available in the GenBank (Suppl. material 2). The mitogenomic sequences of Khawia sinensis (NC_034800/KR676560) and Caryophyllaeus brachycollis Janiszewska, 1953 (NC_035430/KT028770) from the common carp, sequenced and deposited in GenBank by the same researchers (Feng et al. 2017), were reassigned herein as Khawia sp. 1 and Khawia sp. 2, respectively, because the species identifications were questionable. Caryophyllaeus brachycollis mainly infests the cyprinid Barbus and Abramis in European countries, while its occurrence in China is rare (Barčák et al. 2014). We considered that the researchers have misidentified the two common tapeworms Khawia sinensis and Khawia japonensis (Yamaguiti, 1934) from the common carp.

Two trematode species, Dicrocoelium dendriticum (Rudolphi, 1819) (NC_025280) and Dicrocoelium chinensis Tang & Tang, 1978 (NC_025279), were used as outgroups. The nucleotide sequences for all 12 PCGs, two rRNAs and 22 tRNAs were extracted from GenBank files. The PCGs were translated into amino acid sequences (employing genetic code 9) using MitoTool, and aligned in batches with MAFFT integrated into another GUI-based program BioSuite (Zhang 2016a) using codon-alignment mode. RNAs were aligned with structural alignment mode using the Q-INS-i algorithm incorporated into MAFFT-with-extensions software. BioSuite was then used to concatenate these alignments and remove ambiguously aligned fragments from the concatenated alignments by another plug-in program, Gblocks 0.91b (Talavera and Castresana 2007). Phylogenetic analyses were conducted using maximum likelihood (ML) and Bayesian inference (BI) methods. Selection of the most appropriate evolutionary model for the dataset was carried out using ModelFinder (Kalyaanamoorthy et al. 2017). Based on the Bayesian information criterion, GTR+I+G was chosen as the optimal model for both analyses. ML analysis was performed in RaxML GUI (Silvestro and Michalak 2011) using a ML + rapid bootstrap (BP) algorithm with 1000 replicates. BI analysis was performed in MrBayes 3.2.6 (Ronquist et al. 2012) with default settings, and 6×106 metropolis-coupled MCMC generations.

Selection analyses

To determine lineage-specific positively selected sites in individual mitochondrial PCGs, a branch-site model incorporated by CodeML within PAML package (Yang 2007) was used. The resultant ML and/or BI tree (unrooted tree with outgroups removed) was employed for the analysis. The alternative model, MA fixes ω at 1 for each branch except for the specified branch leading to P. niepini (foreground branch), wherein ω is presumed to be greater than 1. The first null model MAnull fixes ω at 1 for every branch in the tree, whereas the second null model M1a fixes ω at 1 for every branch except for the foreground branch, where ω is assumed to be in the range 0 to 1. The null model and alternative model were compared via a likelihood ratio test (LRT), and positive selection was confirmed when P<0.05. Comparing MA to MAnull can estimate positive selection, while comparing MA to M1a can identify instances of relaxation of selective constraints as well as positive selection (Láruson 2017). The posterior probabilities value (≥ 95%) of Bayes Empirical Bayes (BEB) method was used to identify for positively selected sites (Yang 2005).

Results

Genome organization and base composition

The closed-circular mitochondrial genome of Parabreviscolex niepini is 15,034 bp in size (GenBank accession number: MG674140). The mitogenome is composed of 12 protein-encoding genes (PCGs), 22 tRNA genes, two rRNA genes, two non-coding regions, and it lacks the atp8 gene (NCR) (Fig. 1). As is common in flatworms, all genes are transcribed from the same strand (Le et al. 2002). Eight overlapping regions and 16 intergenic regions were found in the genome (Table 1). In accordance with other caryophyllidean species, the A+T content of the whole genome (59.6%) and its elements are lower than in the segmented cestodes (Fig. 2d). The mitogenome of P. niepini exhibits G-skew and T-skew, which is also the case in other cestodes (Fig. 2a). However, the unsegmented cestodes appear to exhibit less mutation bias than segmented cestodes (lower GC-skew and higher AT-skew values, Fig. 2a).

Figure 1. 

Circular representation of the mitochondrial genome of Parabreviscolex niepini. Different colors were used to indicated protein-coding genes (12) (red), tRNAs (22) (yellow), rRNAs (2) (green), and non-coding regions (grey). Tapeworm was stained with iron acid carmine.

Figure 2. 

a The comparison of nucleotide skewness of the full genomes for the mitogenome of Parabreviscolex niepini and other cestodes b, c Principal component (PC) analysis of the codon usage and amino acid usage in the PCGs of P. niepini and other cestodes. The first PC (PC1) and the second PC (PC2) of the codon usage and amino acid usage accounted for 96.7% and 98.08% of the variability, respectively. d G+T content of complete genomes and their individual elements. The six caryophyllideans are represented by triangles in a-c. Abbreviations: AH: Atractolytocestus huronensis; BO: Breviscolex orientalis; Ksp2: Khawia sp. 2; KSK: Khawia sinensis; Ksp1: Khawia sp. 1; PN: Parabreviscolex niepini.

Table 1.

Annotated mitochondrial genome of Parabreviscolex niepini.

Gene Position Size Intergenic nucleotides Codon Anti-codon
From To Start Stop
cox3 1 643 643 ATG T
trnH 644 706 63 GTG
cytb 710 1798 1089 3 ATG TAG
nad4L 1802 2062 261 3 ATG TAG
nad4 2023 3255 1233 -40 ATG TAG
trnQ 3252 3309 58 -4 TTG
trnF 3314 3378 65 4 GAA
trnM 3374 3436 63 -5 CAT
atp6 3440 3955 516 3 ATG TAG
nad2 3960 4832 873 4 ATG TAG
trnV 4835 4896 62 2 TAC
trnA 4895 4955 61 -2 TGC
trnD 4960 5021 62 4 GTC
nad1 5022 5915 894 GTG TAG
trnN 5915 5980 66 -1 GTT
trnP 5984 6045 62 3 TGG
trnI 6045 6109 65 -1 GAT
trnK 6114 6175 62 4 CTT
nad3 6185 6523 339 9 GTG TAG
trnS1 6522 6580 59 -2 TCT
trnW 6581 6646 66 TCA
cox1 6650 8210 1561 3 ATG T
trnT 8208 8273 66 -3 TGT
rrnL 8274 9226 953
trnC 9227 9286 60 GCA
rrnS 9287 9993 707
trnL1 9994 10059 66 TAG
trnS2 10063 10125 63 3 TGA
trnL2 10127 10190 64 1 TAA
cox2 10758 11330 573 567 ATG TAG
trnE 11331 11391 61 TTC
nad6 11392 11850 459 GTG TAG
trnY 11859 11923 65 8 GTA
trnR 11925 11982 58 1 TCG
nad5 11983 13542 1560 GTG TAA
trnG 13543 13606 64 TCC

Protein-coding genes and codon usage

Coalesced PCGs were 9999 bp in size, the lowest A+T content (56.6%) in all selected eucestodes (Suppl. material 2), which is also reflected in individual PCGs from 54% (nad3) to 63.2% (nad4L) (Suppl. material 3). ATG is the most commonly used initial codon for eight PCGs; exceptions are nad1, nad3, nad6, and nad5, which use GTG. Among the terminal codons, nine out of 12 are TAG, while nad5 uses TAA, cox3, and cox1 uses abbreviated stop codons (T--) (Table 1).

Codon usage, RSCU, and codon family proportion (corresponding to the amino acid usage) of P. niepini was investigated (Suppl. material S5). The four most abundant codon families (Phe, Val, Leu2, and Gly) encompass 38.41% of all codon families. Among these codon families, G+T-rich codons are favored over synonymous codons with lower G+T content in P. niepini (Suppl. material S5). This G+T preference corresponds well with the relatively high G+T content (Suppl. material S3) as well as G and T preference in the skewness analysis for PCGs (Suppl. material S2). Additionally, the principal component analyses (PCGs) suggested that the overall amino acid usage patterns of the unsegmented cestodes (except for Khawia sinensisKY486753) were apparently different from segmented cestodes (Fig. 2c). Noteworthy, in contrast to segmented cestodes, which have notably heightened A+T content at the 3rd codon position, these unsegmented cestodes (except Khawia sinensisKY486753) exhibit lower and/or similar A+T content to other elements of the mitogenome (Fig. 2d).

Transfer and ribosomal RNA genes

The two rRNAs, rrnL, and rrnS are 953 and 707 bp in size, with 59.6% and 60.4% A+T content, respectively (Suppl. material S3). All 22 commonly found tRNAs are present in the mitochondrial genome of P. niepini, ranging from 58 bp (trnQ and trnR) to 66 bp in size (trnN, trnW, trnT and trnL1), and adding up to 1381 bp in total coalesced length (Table 1 and Suppl. material S2). All of the secondary structures (predicted by MITOS and ARWEN) exhibit the conventional cloverleaf structure, except for trnS1(AGN) and trnR, which lack DHU arms. The unorthodox trnS1(AGN) and trnR were also found in the Caryophyllidea (Li et al. 2017) and the Anoplocephalidae (Guo 2016). Additionally, the anti-codon of trnS1(AGN) in the mitogenome of P. niepini is TCT, in contrast to other eucestodes, which use GCT, except for Khawia sinensis (KY486753) (Suppl. material S4).

Non-coding regions

The two major non-coding regions (NCR), 567 bp (NCR1) and 1428 bp (NCR2) in size, are located between trnL2 and cox2 and between trnG and cox3, respectively. The positions of the two NCR are consistently reported in other unsegmented tapeworms (see fig. s3 of Li et al. 2017). They have apparently higher A+T content (76.5% for NCR1 and 72.6% for NCR2) than other parts of the genome (Suppl. material S3). The NCR1 contain five tandem repeats (TRs), with two truncated TRs (repeat unit 1 and 5) and one T insertion in repeat unit 2 (Fig. 3). Two highly repetitive regions (HRR) were found in NCR2. HRR1 possess seven TRs, identical in size (40 bp). Repeat units 1–3 are identical in nucleotide composition. In comparison to the repeat units 1–3, repeat unit 4 differed in three nucleotides, while unit 5 and 6 differed in five nucleotides (Fig. 3). HRR2 possess 20 TRs, repeat units 1–19 are identical in size (57 bp) and nucleotide composition, whereas unit 20 is 46 bp long (Fig. 3).

Figure 3. 

Tandem repeats in two main non-coding regions of Parabreviscolex niepini.

Phylogeny and gene order

The phylogenetic topology constructed using BI and ML methods show concordant branches and high statistical support. All bootstrap support values (BS) are higher than 68 and Bayesian posterior probabilities (BPP) are higher than 0.96. Parabreviscolex niepini exhibits the closest phylogenetic relationship with Breviscolex orientalis Kulakovskaya, 1962 and Atractolytocestus huronensis with robust support (Fig. 4). Moreover, the similarity of the codon usage pattern (Fig. 2b) lends further support to the phylogenetic affinity of P. niepini, B. orientalis and A. huronensis. The mitochondrial gene arrangement of P. niepini (Fig. 1) shows a consistent pattern in the Caryophyllidea, and obviously differs from the segment tapeworms (fig. S3 of Li et al. 2017).

Figure 4. 

Phylogenetic tree of five cestode orders inferred from maximum likelihood analysis with concatenated nucleotide sequence of all 36 genes (12 PCGs, 2 rRNAs, and 22 tRNAs). Bootstrap (BS)/bayesian posterior probability (BPP) support values are shown above the nodes, only BS < 100 and BPP < 1 are displayed. Scale bar represents the estimated number of substitutions per site.

Branch-site analysis

The branch-site model tests based on the criteria of posterior probabilities ≥ 95% in the BEB analyses and in the likelihood ratio test (LRT) (P<0.05), found the amino acid positions V(6) and H(49) of P. niepinicytb (Suppl. material S6, Table 2) were under positive selection. Moreover, several sites in nad4, nad5, and cox3 were also identified to exhibit relaxed selective pressure (Table 2).

Table 2.

Summary of branch-site model analyses for genes cytb, nad4, nad5, nad2, cox3 and cox1 of Parabreviscolex niepini.

Gene Null model Parameter estimated P value Positively selected sites (BEB analysis)
Site class 0 1 2a 2b
cytb Model A null proportion 0.86659 0.0458 0.08322 0.0044 p < 0.05* 6V 0.970/49H 0.975
background w 0.02999 1 0.02999 1
foreground w 0.02999 1 13.90314 13.90314
nad4 M1a proportion 0.77596 0.18941 0.02783 0.00679 p < 0.05* 146S 0.974
background w 0.0505 1 0.0505 1
foreground w 0.0505 1 11.95711 11.95711
nad5 M1a proportion 0.66652 0.24542 0.06436 0.0237 p < 0.01** 117A 0.961/212T 0.966/
background w 0.0584 1 0.0584 1 303M 0.991
foreground w 0.0584 1 2.01044 2.01044
nad2 M1a proportion 0.80968 0.09257 0.08772 0.01003 p < 0.01**
background w 0.03581 1 0.03581 1
foreground w 0.03581 1 97.38901 97.38901
cox3 M1a proportion 0.76066 0.06085 0.16527 0.01322 p < 0.01** 32A 0.954/65S0.989/
background w 0.03801 1 0.03801 1 105Y 0.996/184T 0.957
foreground w 0.03801 1 2.15924 2.15924
cox1 M1a proportion 0.93133 0.04455 0.02301 0.0011 p < 0.01**
background w 0.01974 1 0.01974 1
foreground w 0.01974 1 2.28474 2.28474
cytb M1a proportion 0.86658 0.0458 0.08322 0.0044 p < 0.01** 6V 0.970/49H 0.975
background w 0.02999 1 0.02999 1
foreground w 0.02999 1 13.90396 13.90396

Discussion

The different evolution rate of individual genes render phylogenetic analysis of cestode complicated or unreliable for some taxa; however, the complete mtDNA data was considered to provide the best interrelationship estimate (Waeschenbach et al. 2012). So far, the amount of mitogenome data available was limited. In this study, we sequenced and characterized the sixth mitogenome of caryophyllidean. The phylogenetic analysis constructed here placed caryophyllideans in the basal clade of eucestodes, and supported the position of unsegmented tapeworms as the earliest divergent group. In the caryophyllidean clade, the family Lytocestidae was found to be polyphyletic group, with lingeages Khawia spp. and Atractolytocestus huronensis recovered as distantly related. Atractolytocestus huronensis clustered robustly with Parabreviscolex niepini and Breviscolex orientalis of the family Capingentidae. Thus, further study is needed to recircumscribe the Lytocestidae.

The mitogenome of P. niepini showed the consistent characters of unsegmented tapeworms determined by Li et al. (2017), and differed significantly from the segmented tapeworms in codon usage and gene order. The unsegmented caryophyllideans consisted of two clades according to the fish hosts, cypriniform and siluriform (Xi et al. 2018). The tapeworms sequenced in the present study were all collected from cypriniform fishes; however, specimens from catostomid fishes have never been reported. Further studies are required to determine the similarity of the mitogenome of caryophyllideans from catostomid fish.

Conclusions

In this study, the complete mitogenome of the tapeworm Parabreviscolex niepini from a schizothoracine fish Schizopygopsis younghusbandi was sequenced, annotated, and characterized. The mitogenome organization analysis indicated that it possessed a similar pattern to those caryophyllideans deposited in the GenBank database. Phylogenetic analysis based on mitogenomic data further confirmed the taxonomic validity of P. niepini, and its closest evolutionary relationship with Breviscolex orientalis and Atractolytocestus huronensis.

Acknowledgments

This work was supported by the Natural Sciences Foundation of China (31302222), the earmarked fund for China Agriculture Research System (CARS-45).

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Supplementary materials

Supplementary material 1 

Table S1. Primers used to amplify and sequence the mitochondrial genomes of Parabreviscolex niepini

Bing-Wen Xi, Dong Zhang, Wen-Xiang Li, Bao-Juan Yang, Jun Xie
This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
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Supplementary material 2 

Table S2. The list of cestodes species and outgroups used for comparative mitogenomic and phylogenetic analyses

Bing-Wen Xi, Dong Zhang, Wen-Xiang Li, Bao-Juan Yang, Jun Xie
This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
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Supplementary material 3 

Table S3. Nucleotide composition and skewness of different elements of the studied mitochondrial genome

Bing-Wen Xi, Dong Zhang, Wen-Xiang Li, Bao-Juan Yang, Jun Xie
This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
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Supplementary material 4 

Figure S1. Sequence alignment of trnS1 for Parabreviscolex niepini and other cestodes

Bing-Wen Xi, Dong Zhang, Wen-Xiang Li, Bao-Juan Yang, Jun Xie
This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
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Supplementary material 5 

Figure S2. Relative Synonymous Codon Usage (RSCU) of Parabreviscolex niepini

Bing-Wen Xi, Dong Zhang, Wen-Xiang Li, Bao-Juan Yang, Jun Xie
This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
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Supplementary material 6 

Figure S3. Amino acid alignment for sites under positive selection for cytb

Bing-Wen Xi, Dong Zhang, Wen-Xiang Li, Bao-Juan Yang, Jun Xie
This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
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