Abstract
Members of the cytochrome P450 family are important metabolic enzymes that are present in all metazoans. Genes encoding cytochrome P450s form a multi-gene family, and the number of genes varies widely among species. The enzymes are classified as either biosynthesis- or detoxification-type, depending on their substrates, but their origin and evolution have not been fully understood. In order to elucidate the birth and death process of cytochrome P450 genes, we performed a phylogenetic analysis of 710 sequences from 14 vertebrate genomes and 543 sequences from 6 invertebrate genomes. Our results showed that vertebrate detoxification-type genes have independently emerged three times from biosynthesis-type genes and that invertebrate detoxification-type genes differ from vertebrates in their origins. Biosynthetic-type genes exhibit more conserved evolutionary processes than do detoxification-type genes, with regard to the rate of gene duplication, pseudogenization, and amino acid substitution. The differences in the evolutionary mode between biosynthesis- and detoxification-type genes may reflect differences in their respective substrates. The phylogenetic tree also revealed 11 clans comprising an upper category to families in the cytochrome P450 nomenclature. Here, we report novel clan-specific amino acids that may be used for the qualitative definition of clans.
Introduction
Enzymes in the cytochrome P450 (CYP) family are heme-binding proteins. The first CYP protein was discovered in rat liver microsomes [1], and it was later functionally characterized as a monooxygenase [2]. Monooxygenases incorporate one of the two atoms of molecular oxygen into the substrate, which results in hydroxylation in the most cases. CYP genes form a multi-gene family and encode proteins with amino-acid sequence identities higher than 40%. Each family comprises subfamilies with amino-acid sequence identities higher than 55%. In the classification of CYPs, a clan is defined as a higher-order category of CYP families [3]. Although clans can be useful for defining the relationships among CYP genes in different phyla within each kingdom [4], the definition of “clan” is rather arbitrary compared with the definitions of “family” and “subfamily.”
CYP genes are present in vertebrates, invertebrates, plants, fungi, and even some prokaryotes [5]. The number of known CYP genes in metazoan, plant, and fungus genomes is moderately large. For example, there are 115 CYP genes in the human genome, 97 in the sea squirt (Ciona intestinalis) (Cytochrome P450 Homepage: http://drnelson.uthsc.edu/cytochromep450.html [6]), 120 in the sea urchin (Strongylocentrotus purpuratus) [7], 457 in rice (Oryza sativa) [6], 272 in Arabidopsis thaliana [8], and 159 in Aspergillus oryzae [9]. In contrast, there are relatively a small number of CYP genes in eubacteria or Archaea, ranging from none in Escherichia coli to 33 in Streptomyces avermitilis [9]. Among metazoan CYP genes, CYP51 is particularly conserved and participates in the synthesis of cholesterol, which is an essential component of the eukaryotic cell membrane. A possible prokaryotic homolog (CYP51B1) to the metazoan CYP51 is reported in the genome of Mycobacterium tuberculosis [10]. It is therefore thought that CYP51 is the most ancient CYP gene. Although the functional role of CYPs in prokaryotes is not well defined [11], [12], [13], the presence of eukaryotic CYP genes in prokaryotes indicates that the emergence of CYPs preceded the origin of eukaryotes [14]. However, it has also been suggested that bacterial CYP51 arose through lateral transfer from plants [15]. Indeed, the absence of CYP genes in some bacteria, such as E. coli, suggests that they are not essential in prokaryotes.
CYPs are classified into two types, the detoxification type (D-type) and the biosynthesis type (B-type), on the basis of their substrates [4], [16], [17]. In humans, the D-type detoxifies xenobiotics such as plant alkaloids, aromatic compounds, fatty acids, and especially drugs. On the other hand, the B-type is involved in the biosynthesis of physiologically active chemicals such as steroids, cholesterols, vitamin D3, and bile acids. In general, however, only a few CYPs have well-defined substrates, and even in humans, the substrates of some CYPs remain unidentified. For this reason, the nomenclature of vertebrate CYPs (family or subfamily) is largely determined by significant phylogenetic clustering with known functional sequences in humans. We also adopt this phylogenetic method to classify each vertebrate gene as either B- or D-type.
Fission yeasts have two B-type CYP genes (CYP51F1 and CYP61A3) but no D-type genes. D-type genes are therefore thought to have emerged from a B-type gene in eukaryotes [4], [14], [16]. Nelson et al. [9] performed a phylogenetic analysis of 1,572 metazoan CYPs and reported the presence of 11 clans. They further investigated the origin and evolutionary processes of these clans. However, the length of intermodal branches connecting the different clans were too short to unambiguously discern the phylogenetic relationships between clans, making it difficult to fully characterize early CYP evolution.
In vertebrates, the number of CYP genes per genome varies greatly between species; for example, humans have 115, mice have 185, and zebrafish have 81 (Cytochrome P450 Homepage). Among the 115 human CYPs, 57 are functional and 58 are pseudogenes, suggesting rapid gene turnover. The 115 genes constitute 18 families, and the number of subfamilies within each family ranges from 1 to 13. These CYP genes are distributed on all chromosomes except chromosomes 5, 16, and 17. Five clusters of closely related genes are located on chromosomes 1, 7, and 10 (one cluster each) and chromosome 19 (two clusters) [18], [19]. One such cluster on chromosome 19 has been studied in primates and rodents as well from an evolutionary viewpoint, indicating that an initial tandem duplication occurred in an early mammalian ancestor and that gene duplications and/or rearrangements frequently occurred in a lineage-specific manner [20].
In this paper, we aim to elucidate the birth and death processes of vertebrate CYP genes. In particular, we compare and contrast the origin and evolution of B- and D-types, and present an evolutionary model of vertebrate CYP genes.
Materials and Methods
Sequence datasets and identification of B- and D-type genes in vertebrates and invertebrates
The nucleotide sequences of 115 CYP genes in the human genome were obtained from the Cytochrome P450 Homepage. Using these sequences as queries, we performed a basic local alignment search tool (BLAST) search by using BLASTn and downloaded coding sequences (CDS) of homologous nucleotide sequences from 14 vertebrate species (Pan troglodytes: CHIMP2.1.4, Macaca mulatta: MMUL_1, Callithrix jacchus: C_jacchus3.2.1, Bos taurus: UMD 3.1, Canis lupus familiaris: CanFam3.1, Mus musculus: GRCm38.p2, Rattus norvegicus: Rnor_5.0, Monodelphis domestica: BROADO5, Gallus gallus: Galgal4, Taeniopygia guttata: 3.2.4, Anolis carolinensis: AnoCar2.0, Xenopus tropicalis: JGI 4.2, Oryzias latipes: MEDAKA1.70, and Danio rerio: Zv9) from NCBI (http://www.ncbi.nlm.nih.gov/) or ENSEMBL databases (http://www.ensembl.org/index.html). In the BLAST search, the top two hits and the top five hits were retrieved when B- and D-type genes were used as queries, respectively. The nucleotide sequences of ref-seq from NCBI were obtained, and sequences from ENSEMBL were filtered by length (>1000 bp) and their identity with human genes. The extent of sequence identity was dependent on the divergence time between each vertebrate species and humans. For example, in fish, we filtered out sequences with identity >60%. Orthology was confirmed by the presence of a syntenic region and the presence of adjacent loci, if any.
The following invertebrate species were included in the analysis: amphioxus (Branchiostoma floridae), sea squirt (C. intestinalis), sea urchin (S. purpuratus), sea anemone (Nematostella vectensis), water flea (Daphnia pulex), and fruit fly (Drosophila melanogaster). Protein sequences obtained from the Cytochrome P450 Homepage were used for the analysis of invertebrate CYPs. Only protein sequences >350 amino acids in length were included in the phylogenetic analysis. Because of the too extensive sequence divergence between vertebrate and invertebrate CYP genes, BLAST searches of the NCBI and ENSEMBL databases were not performed.
Molecular evolutionary analysis
Vertebrate nucleotide sequences and invertebrate amino acid sequences in CYP coding regions were aligned separately using ClustalW [21] implemented in MEGA5 [22], and each alignment was further edited by hand. In the alignment of the vertebrate nucleotide sequences, we first translated them into the amino acid sequences and after checked by eye, reconverted them to the nucleotide sequences. We excluded sites at which >20% of the operating taxonomic units (OTUs) showed gaps. As a result, 28.7% of the aligned sites showed >60% identity, 48.5% showed >50% identity, and 71.9% showed >30% identity (data not shown). We then constructed Neighbor-joining (NJ) trees [23] using either nucleotide differences per site (p-distance) [24] or amino acid distances (JTT distance) [25]. We performed missing data treatment under both the pairwise deletion and complete deletion options. The maximum likelihood (ML) [26] method was used to test the tree topology. All methods for tree construction were implemented in MEGA5 [22].
Pseudogenization or deletion of genes
The nucleotide sequences of the CYP pseudogenes in the human genome were obtained from the Cytochrome P450 Homepage. We selected genes containing >1000 bp out of the 1500 bp CDS. We retrieved orthologous genes from other vertebrate genomes by performing BLAST searches, using the human sequences as queries. The orthologous sequences were aligned with their human counterparts by ClustalW. Based on this alignment, we searched other vertebrates for nonsense or frame-shift mutations found in humans. To estimate the time of pseudogenization, we calculated the ratio of non-synonymous substitutions to synonymous substitutions, always per site, for pairs comprising a pseudogene and an orthologous functional gene. Using this ratio, we estimated the pseudogenization time for all CYP pseudogenes from the formula in Sawai et al. [27]. We used the TimeTree (http://www.timetree.org/index.php [28]) as a reference for calibrating species divergence time. When an orthologous gene is absent (deletion) in any non-human vertebrate, we searched for the syntenic region in the genome in order to confirm the deletion.
Estimation of functional constraint
In order to compare the amino-acid substitution rate for each functional CYP gene in primates, we normalized the rate with the synonymous substitution rate. This normalization for each gene measured the degree of “functional constraint”. To be complete, we assumed that the gene tree is the same as the species tree for four primates (humans, chimpanzees, rhesus macaques, and marmosets) and placed the numbers of synonymous and non-synonymous substitutions on each branch by the least squares method [29]. The degree of functional constraint 1 - f is obtained from the ratio (f) of the sum of non-synonymous substitutions to that of synonymous substitutions of all branches in each tree. Finally, we compared the degree of functional constraint or directly the f value between B-type and D-type genes by using the Mann–Whitney U test [30].
Results
Vertebrate D-type genes emerged independently three times from B-type genes
Among the 57 functional CYP genes in the human genome, 35 are D-type genes and 22 are B-type genes. This classification is based on the description of the enzyme substrate [31], if any, and subfamily or family classification [6]. D-type genes constitute four CYP families: CYP1 (3 genes), CYP2 (16 genes), CYP3 (4 genes), and CYP4 (12 genes). B-type genes are grouped into 14 families: CYP5 (1 gene), CYP7 (2 genes), CYP8 (2 genes), CYP11 (3 genes), CYP17 (1 gene), CYP19 (1 gene), CYP20 (1 gene), CYP21 (1 gene), CYP24 (1 gene), CYP26 (3 genes), CYP27 (3 genes), CYP39 (1 gene), CYP46 (1 gene), and CYP51 (1 gene) (Table S1). Using the definition proposed by Nelson [32], the 57 CYPs can be classified into 10 clans: clans 2, 3, 4, mito, 7, 19, 20, 26, 46, and 51. Clan “mito” contains genes encoding enzymes that operate in mitochondria. Of the 10 clans, 6 (2, 3, 4, mito, 7, and 26) contain more than two families, whereas 4 (19, 20, 46, and 51) contain only one single family. The amino acid alignment of the 57 functional CYP genes showed that four amino aid sites are conserved. Two of these (310F and 316C) sare located near the heme-binding region (Figure S1). The latter site (316C) is known to be structurally close to the iron ion in the heme-binding region and to operate as an active center of the enzyme [33]. This conserved cysteine is said as the proximal Cys [33]. The other two sites (242E and 245R) are located about 80 amino acids upstream from the proximal Cys. Although it is unknown whether these amino acids are involved in any specific function, their conservation suggests some evolutionary or functional importance. Furthermore, several clan-specific amino acids were found in the 57 functional human CYPs (Figure S2). Some of them were conserved not only in vertebrates but also in metazoans, although the number of conserved sites correlates with the number of genes in each clan (data not shown).
To characterize the phylogenetic relationships among the 57 functional CYP genes in the human genome, an NJ tree was constructed based on the total nucleotide differences (p-distances) between the CDSs (Figure 1). In the resulting tree, members of each family formed monophyletic groups with respect to other families, and each monophyletic group was supported by a relatively high bootstrap value. The phylogeny showed that D-type genes emerged independently from B-type genes at least three times: first, an ancestral gene of CYP17A1 and CYP21A1 was duplicated, generating the ancestor of the CYP1 and CYP2 families (node a in the tree, Figure 1). Second, the CYP3A subfamily arose from the common ancestor of CYP3 and CYP5 (node b in the tree). Third, an ancestor of CYP46A1 was duplicated, generating the ancestor of the CYP4 family (node c in the tree). All nodes (a, b, and c) were supported by high bootstrap values (94∼100% in Figure 1). In addition to these bootstrap values, amino acids that could distinguish B- from D-type genes were also identified (Figure S3). For example, an amino acid site in the middle of the sequence supported node a. In the D-type genes, F was shared by all members of the CYP1 family whereas V was shared by all members of the CYP2 family. In contrast, the B-type CYPs, CYP17A1, and CYP21A1, shared T at that site. Similarly, several other amino acid changes that support nodes a, b, and c were observed (Figure S3).
To investigate the duplicaion times of three major D-types from their ancestral B-types, orthologs and paralogs of human B-type and D-type CYP genes were retrieved from 14 vertebrate genomes. This resulted in a total of 710 CYP nucleotide sequences so that we examined twice as many vertebrate sequences as in the previous study (388) [9]. The presence or absence of vertebrate orthologs to the 57 functional human genes is summarized in Table 1, showing that almost all 14 genomes contain orthologs of B-type genes. We used the pairwise deletion option and constructed a phylogenetic tree (Figure 2); its topology readily confirmed the orthologous relationship between human and other vertebrate B-type genes. However, it was difficult to identify orthologous relationships between D-type genes from humans and other vertebrates, especially in the 2A, 2C, 3A, and 4F subfamilies, owing to frequent species-specific duplications. Nevertheless, monophyletic relationships within each D-type family (CYP1–4) were observed with relatively high bootstrap values (>80%), so that vertebrate genes in each monophyletic group are classified as the D-type. The phylogenetic analysis revealed that human D- and B-type genes had already emerged when vertebrates diverged, and that three duplication events occurred in the B-type genes from which the D-type genes were originated.
Table 1. Presence or absence of vertebrate orthologs to human CYP genes.
CYP family | Species name | ||||||||||||||
genes | Patr | Mamu | Caja | Bota | Cafa | Mumu | Rano | Modo | Anca | Gaga | Tagu | Xetr | Orla | Dare | |
1 | A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||
A2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||||||||
A1 or A2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | ||||||||
B1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | |
Others | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 1 | 0 | 3 | 2 | 3 | |
2 | A6 | 0 | 1 | 0 | 0 | 0 | |||||||||
A7 | 1 | 2 | 0 | 0 | 1 | ||||||||||
A13 | 1 | 2 | 1 | 1 | 1 | ||||||||||
Other A* | 4 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||
B6 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | |
C8 | 1 | 1 | 1 | ||||||||||||
C9 | 1 | 1 | 1 | ||||||||||||
C18 | 1 | 1 | 1 | ||||||||||||
C19 | 1 | 1 | 1 | ||||||||||||
Other C* | 7 | 2 | 9 | 6 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | ||||
D6 | 1 | 1 | 1 | 2 | 0 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 0 | 0 | |
E1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
2 | F1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
J2 | 1 | 1 | 1 | 5 | 1 | 6 | 3 | 6 | 1 | 4 | 2 | 1 | 0 | 0 | |
R1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
S1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | |
U1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | |
W1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 0 | 0 | 0 | |
Others | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 15 | 7 | 7 | 18 | 10 | 20 | |
3 | A4 | 1 | 1 | 1 | |||||||||||
A5 | 1 | 1 | 1 | ||||||||||||
A7 | 1 | 1 | 1 | ||||||||||||
A43 | 1 | 1 | 1 | ||||||||||||
Other A * | 3 | 4 | 8 | 4 | 4 | 3 | 2 | 1 | 5 | 1 | 1 | ||||
Others | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 5 | |
4 | A11 | 1 | 1 | 1 | 2 | 1 | |||||||||
A22 | 1 | 1 | 1 | 2 | 1 | ||||||||||
A11 or 22 | 5 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||
OtherA * | 0 | 0 | 0 | 0 | 3 | ||||||||||
B1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 2 | 2 | 4 | 2 | 3 | |
F2 | 1 | 1 | 1 | ||||||||||||
F3 | 1 | 1 | 1 | ||||||||||||
F8 | 1 | 1 | 1 | ||||||||||||
F11 | 1 | 1 | 1 | ||||||||||||
F12 | 1 | 1 | 1 | ||||||||||||
F22 | 1 | 1 | 1 | ||||||||||||
Other F * | 6 | 3 | 9 | 8 | 6 | 1 | 0 | 1 | 3 | 1 | 1 | ||||
V2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 2 | 1 | 2 | |
X1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | |
Z1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
5A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
7 | A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
B1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | |
8 | A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 |
B1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | |
11 | A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 |
B1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 * | |
B2 | 1 | 1 | 1 | 0 | 1 | 1 * | 1 * | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
17A1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 2 | |
19A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | |
20A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
21A2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | |
24A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 2 | 2 | 1 | 1 | |
26 | A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
B1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | |
C1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
27 | A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 2 | 1 | 2 |
B1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | |
C1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
39A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | |
46A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 2 | 2 | 2 | |
51A1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
Others: CYP genes are not orthologs to the human CYP genes listed here but are subfamily members belonging to each family.
*: Genes are included in the subfamily, but the subfamily number differs from that in humans.
Assuming a molecular clock and that zebrafish and humans diverged 400 million years ago (mya) (TimeTree; http://www.timetree.org/), we calculated the total branch lengths leading to both B- and D-type genes (branch b A, b B, and b C to B-type and b′A, b′B, and b′C to D-type in Figure 3A–C) to estimate the timing of the emergence of the CYP1–4 families (nodes a, b, and c in Figure 1). Since b B, b C, b′B, and b′C correspond to 400 million years (myr), each ratio of (b A+b B) to b B, (b A+b C) to b C, (b′A+b′B) to b′B, and (b′A+b′C) to b′C yielded an estimate of the duplication time. The estimates varied from 623–1316 mya for a, 601–664 mya for b, and 681–926 mya for c. To be conservative, we used the youngest estimate for each node: 623±35 mya for a, 601±34 mya for b, and 681±37 mya for c. As anticipated, these estimates preceded the emergence of vertebrates (608 mya, TimeTree) but occurred after the divergence of vertebrates and chordates (774 mya, TimeTree). This finding suggests that invertebrates do not possess orthologs to vertebrate D-type genes, despite the presence of D-type CYPs in insects, which function in insecticide resistance and detoxification of plant alkaloids [34].
Evolutionary relationship between invertebrate and vertebrate CYPs
To further examine the relationships between vertebrate and invertebrate D-type CYP genes, we searched for homologs of human D-type CYPs in six invertebrate species (amphioxus: B. floridae, sea squirt: C. intestinalis, sea urchin: S. purpuratus, sea anemone: N. vectensis, water flea: D. pulex, and fruit fly: D. melanogaster). A total of 543 CYP amino acid sequences were retrieved from the Cytochrome P450 Homepage. A preliminary search to determine the phylogenetic position of vertebrate CYPs in the tree that included both vertebrate and invertebrate CYPs revealed that each vertebrate CYP family formed a monophyletic group. To simplify the phylogenetic analysis, amino acid sequences from these invertebrates were aligned only with sequences from humans, as a representative vertebrate, and the tree was constructed on the basis of amino acid distances (Figure 4).
The amino-acid distance tree shows that 10 clans (clans 2, 3, 4, mito, 7, 19, 20, 26, 46, and 51) are common to vertebrates; the tree also reveals one Drosophila-specific clan. A previous study of 1,572 CYP sequences also identified 11 clans in metazoans, but with inclusion of clan 74, which was present only in lancelets, sea anemones, and Trichoplax, but absent in vertebrates [9]. In the present analysis, despite the inclusion of both lancelet and sea anemone, clan 74 was not detected. However, a further phylogenetic analysis that included only yeasts, humans, lancelets, and sea anemones identified clan 74, although it was supported by a relatively low bootstrap value (55%). In addition, the genes that comprised the Drosophila-specific clan (CYP6D2, 6U1, 28A5, 28C1, 28D1, 308A1, 309A1, 350A1, and 317A1) were all included in clan 3 [9]. This holds true when we draw trees with different methods (maximum likelihood), although the bootstrap value for this clan is too low (<20%) to confirm this inclusion. We also observed some other differences from the previous study [9]: clan 51 did not include any sea-urchin gene, and clan 20 included neither sea urchin nor sea-anemone gene (Figure 4). The absence of a sea-urchin CYP51 ortholog can be explained by the incompleteness of the database used here. In fact, a blast search of the NCBI database using human CYP51 as a query identified a CYP51 gene (Accession number: NM_001001906) in the recently published sea urchin genome. However, clan 20-like genes were absent from the sea urchin and the sea-anemone genomes in the database. In addition, clan 19 in the present tree appeared to include the Drosophila genes (313A1, 313B1, 316A1, and 318A1) that were included in clan 4 in the previous study. In fact, the Drosophila-specific genes in clan 19 shared 16 of 433 amino acids with human CYP19 (Figure S4), and these 16 amino acids were conserved among vertebrate CYPs. However, an ML tree supported the presence of the Drosophila sequences in clan 4, with very low bootstrap support (6%).
Clans including invertebrate CYP genes were supported by low bootstrap values, and clan definitions were dependent on the methods used for tree construction. Thus, the notion of clan becomes ambiguous and ill-defined for distantly related metazoan CYP genes.
The origin of D-type genes in vertebrates and invertebrates
Clan 2 included human CYP17A1 and CYP21A2 (B-type) as well as members of the CYP1 and CYP2 families (D-type). Similarly, clan 3 included both types of CYP genes: CYP5A1 (B-type) and CYP3A subfamilies (D-type). These two cases indicate that the emergence of D-type from B-type genes occurred after the emergence of the clan. However, clan 4 included only the CYP4 family from humans but not CYP46A1, an ancestor of the CYP4 family. This is the only case where the emergence of the D-type predates clan emergence. In addition, clan 4 included both vertebrate and invertebrate genes. Vertebrate CYP4 likely acquired its detoxification function in the stem lineage of vertebrates when invertebrate sequences were B-type; alternatively, the ancestor of clan 4 may have already possessed D-type functions when invertebrate genes in clan 4 encoded D-type enzymes.
Fruit flies are known to possess two D-type CYP genes, CYP6D2 and CYP6U1, which function in insecticide metabolism. In the tree generated in this study, these CYP genes were distantly related to human D-type genes, suggesting that D-type genes in fruit flies emerged independently from those in vertebrates.
Gene duplications and losses in the B- and D-type lineages during vertebrate evolution
Nearly all of the 14 vertebrate genomes examined here contained 21 orthologs to the 22 functional human B-type genes. On the basis of the presence or absence of CYP genes in each vertebrate genome, we parsimoniously estimated the number of genes in each ancestor of amniotes, mammals, eutherian mammals, primates, catarrhini, and hominoids, as well as the number of gains of genes in each taxonomic lineage. The number of ancestral genes remained stable throughout the evolution of vertebrates: the number of genes in each vertebrate ancestor did not change over the course of evolution until the emergence of a primate ancestor. A gene-duplication event occurred in the primate ancestor, generating CYP11B2. In the ancestor of hominoids, emergence of new genes occurred twice, generating the ancestors of the CYP51P1 and CYP51P2 genes (Figure 5A).
In contrast to the rather stable mode of evolution observed in the stem, lineage-specific gains and losses of genes occurred relatively frequently. For instance, a shared duplication of CYP19A1 occurred in the lineage leading to the common ancestor of zebrafish and medaka. In addition, lineage-specific gene duplications occurred in the zebrafish (CYP8B2, CYP8B3, CYP17A1, CYP27A1, and CYP46A1), medaka (CYP46A1), frog (CYP8B1, CYP27A1, and CYP46A1), green anole (CYP24A1), and opossum (CYP8B1) lineages. Interestingly, gene duplications of CYP8B, CYP46A1, and CYP27A1 occurred independently several times in a species-specific manner. Similarly, lineage-specific gene losses (deletions) were observed; for instance, deletions occurred in a lineage leading to the medaka (CYP7B1, CYP11B1, and CYP39A1), frog (CYP11B1), green anole (CYP11A1, CYP21A2, CYP26A1), chicken (CYP27B1), zebra finch (CYP11B1, CYP21A2 and CYP27), and opossum (CYP17A1 and CYP26B1). Several deletions affecting the same genes (CYP11B1 and CYP21A2) occurred independently in medaka, frog, green anole, and zebrafinch.
Although only a limited number of genomic sequences are available, we identified 19 gene gains and 16 losses among the 15 available genomes, including the human genome. Assuming that the total branch length in the vertebrate tree is 2,685 myr (for individual species divergence times, see Figure S5), we estimated the rate of gene gains and losses to be 0.7 and 0.6 per 100 myr, respectively.
Using a similar analysis, we also examined the 14 vertebrate genomes for the presence of paralogs and orthologs of 35 human D-type genes. This analysis revealed that the number of genes varies from 15 to 31 in ancestral species, and from 18 to 63 in extant species (Figure 5B). In contrast to the relatively stable evolutionary mode of B-type genes, D-type genes underwent more frequent gene duplications and pseudogenization (Table 1).
One important difference between D- and B-type genes is that D-type genes cluster on chromosomes, and these clusters are composed of closely related genes. This difference is reflected in the phylogeny, which shows that the genes in each cluster are monophyletic (Figure 1). In the human genome, five clusters have been identified: the CYP2 family clusters on chromosome 19q [18], [19], the CYP2C subfamily clusters on chromosome 10q, the CYP3A subfamily clusters on chromosome 7q, the CYP4 family clusters on chromosome 1p, and the CYP4F subfamily clusters on chromosome 19p. Each cluster region occupies approximately 500 kb, with the exception of CYP3A, which occupies 250 kb. Each cluster included the following number of genes: 12 for CYP2, four for CYP2C, six for CYP3A and CYP4; and seven for CYP4F (Figure 6).
Using the phylogenic analyses of each CYP1–4 family in vertebrates, we identified several species-specific gene duplications. The topology of the tree for the CYP1 family revealed four subfamilies (1A, 1B, 1C, and 1D), and showed that these subfamilies diverged in the ancestor of vertebrates. The CYP1A and 1B subfamilies were conserved from fish to humans, whereas primates lacked CYP1D, and mammals lacked CYP1C (Figure 7A). The CYP2 family was shown to be composed of 16 subfamilies (CYP2A, 2B, 2C, 2D, 2E, 2F, 2G, 2H, 2J, 2K, 2R, 2S, 2T, 2U, 2W, and 2AC), three of which (CYP2B, 2E and 2S) were specific to mammals, while the 2A/G and F subfamilies were present only in mammals and reptiles. These five subfamilies (except the CYP2E subfamily) diverged successively to form the CYP2 cluster in an ancestor of mammals (Figure 7B). However, CYP2U and 2R were shown to be common to all vertebrates. The CYP3 family tree contained only two subfamilies, CYP3A and the fish-specific 3C family (Figure 7C). CYP3A comprised amphibian-, bird-, and mammal-specific clades. In each taxonomic group, members of the CYP3A subfamily appear to have been duplicated independently. The tree constructed for the CYP4 family included six subfamilies (4A, 4B, 4F, 4V, 4X, and 4Z) (Figure 7D). CYP4A and 4X/Z were specific to mammals, whereas the other three subfamilies (4B, F, and V) were common to all vertebrates. In particular, the members of the 4F subfamily formed several species-specific clusters, except CYP4F22. It is unclear, however, whether these species-specific clusters resulted from gene conversion or from recent duplication of the subfamily in each species. The evolution of D-type genes has involved frequent species-specific gene duplications, compared to B-type genes (Figure 5B). In D-type genes, it is unclear how many gene duplications occurred before eutherian divergence. We estimated the rate of duplication subsequent to the eutherian radiation, which revealed 53 duplications in 432 myr, or the rate of 12.7 duplications per 100 myr. No gene loss was observed. These results are in contrast to the results for B-type genes.
B- and D-type CYP pseudogenes
The evolutionary modes of D- and B-type CYP genes differed also in pseudogenization, which is defined as a loss of gene function. Among the 58 pseudogenes present in the human genome, more than half (41 of 58) are fragmented, with few exons and introns remaining. The total length of such pseudogenes is less than one-tenth of that of a functional CYP gene, which prevented identification of several of the original genes (Figure 8). We identified the original functional genes for 17 pseudogenes, among which 3 were B-type (CYP21A1P, CYP51P1, and CYP51P2) and 14 were D-type (CYP1D1P, CYP2A7P1, CYP2B7P1, CYP2D7P1, CYP2D8P1, CYP2F1P, CYP2G1P, CYP2G2P, CYP2T2P, CYP2T3P, CYP4F9P, CYP4F23P, CYP4F24P, and CYP4Z2P) (Table S1). Of the 3 B-type pseudogenes, CYP51P1 and CYP51P2 are processed pseudogenes, and the biological causes of their pseudogenization are not related to a relaxation of functional constraints. In this sense, CYP21A1P is only a pseudogene due to relaxation of functional constrains. Rhesus macaques, orangutans, and humans have two copies of CYP21A, and chimpanzees have three (Figure 9). However, a pseudogene for CYP21A is present only in humans, and the time of pseudogenization was estimated to be 6.7 mya, around the divergence of humans from chimpanzees. The presence of this pseudogene is clinically significant in humans: partial gene conversion from a pseudogene to a functional gene causes 21-hydroxylase deficiency; furthermore, copy number variation has been observed in the region containing CYP21A and the neighboring C4A in the HLA region of human chromosome 6 [35].
In contrast, among the 14 D-type pseudogenes, four (CYP2G1P, 2G2P, 2T2P, and 2T3P) have been reported to be human-specific, on the basis of a comparison between humans and mice [36]. We searched for orthologs to the human pseudogenes in other primate genomes and found that all but CYP2G2P are pseudogenized in other primates as well, but are functional in non-primate vertebrates (Figure S6). Our findings showed that CYP2G1P, 2T2P, and 2T3P are primate-specific pseudogenes, whereas CYP2G2P is a human-specific pseudogene. Using an accelerated non-synonymous substitution rate in pseudogenes [27], we calculated that CYP2G2P emerged 2.6 mya. In addition to CYP2G2P, further analysis revealed a single human-specific pseudogene, 4Z2P, with a pseudogenization time of 6.4 mya. On the basis of the results of our analysis, CYP2D7P1 also appeared to be a human-specific pseudogene. Interestingly, however, pseudogenization of this ortholog has also been found in orangutans, but the cause is different from that for humans [37]. It appears that this gene lost its function in humans and orangutans independently. In D-type genes, in addition to the 14 pseudogenes present in the human genome, 7 pseudogenes were identified in chimpanzees, macaques, marmosets, dogs, and cows. Among the seven, six were specie-specific, one (2C18) to chimpanzees, two (2A13 and 4F11) to macaques, and three (4B1 and two 4F22-like genes) to marmosets. The remaining CYP2B6P was pseudogenized independently in chimpanzees and macaques. Among the 11 pseudogenes, with the exception of the three human-specific pseudogenes, CYP2A7P1 was pseudogenized in macaques and humans independently, at 28.4 mya and 5.9 mya, respectively. Pseudogenization of the remaining 10 genes occurred in the primate or hominoid stem lineage.
It is unclear how many times pseudogenization occurred in D-type genes before eutherian divergence. We estimated the rate subsequent to the eutherian radiation at 30 pseudogenizations over 432 myr, yielding a rate of 6.9 per 100 myr. In contrast, the number of pseudogenization events in B-type genes was estimated to be only five over 2,685 myr, yielding a rate of 0.19 per 100 myr.
Evolutionary rate of B- and D-type genes
Our results revealed that births and deaths of genes were more frequent in D-type genes than in B-type genes. As such, it was important to compare the evolutionary rate of B- and D-type genes. For this comparison, the non-synonymous substitution rate was normalized to the synonymous rate, and the ratio (f) for each B- and D-type gene was calculated in primates (see Materials and Method, Figure 10A). The average f-values for B- and D-type genes were calculated to be 0.24±0.14 and 0.33±0.13, respectively, and the median values for B- and D-type genes were determined to be 0.23 and 0.31, respectively (Figure 10B). The average and median values for D-type genes were significantly greater than those for B-type genes (Wilcoxon's test, P-value = 0.0173), suggesting that the degree of functional constraint (1-f) is stronger in B-type than in D-type genes. These results are consistent with the rapid birth and death process of D-type genes.
Discussion
The origin of D-type CYP genes
The origin of B-type genes is assumed to be single and ancient, because fission yeast possesses B-type genes and because a possible ortholog to the B-type gene CYP51 is present even in prokaryotic genomes. However, D-type genes are thought to have different origins. The present phylogenetic analysis demonstrated that four D-type families are conserved among all vertebrates, and that the D-type families were derived from three gene-duplication events of B-type genes in the stem lineage of vertebrates. Based on the molecular clock hypothesis, B- to D-type gene duplications occurred approximately 600–700 mya, consistent with the phylogenetic analysis. However, the D-type CYPs impart resistance to insecticides in invertebrates; in fruit flies, two such enzymes are CYP6U1 and CYP6D2. The phylogenetic analysis of both human and fruit fly CYP genes indicated an independent emergence of D-type genes. Moreover, other invertebrate genomes contain human D-type-like genes, but orthology has not been confirmed. It appears that D-type genes in vertebrates and insects evolved independently from different origins, which is consistent with the idea of a rapid turnover of D-type genes.
In this paper, we focused on an early stage of CYP gene diversification in vertebrates and showed the emergence of D-type from B-type genes. However, some exceptions should be noted. For example, CYP2R1 is categorized as a B-type gene on the basis of its function, but the nucleotide sequence showed that it is closely related to other D-type CYP2 genes. From this observation, it appears that CYP2R1 has been converted from a D-type to a B-type CYP gene. This is supported by the observation that the amino acid sequence of CYP2R1 is highly conserved in all vertebrates, reflecting the high degree of functional constraint against the gene.
The evolution of CYP genes is driven by substrate specificity
The birth and death (pseudogenization) rates of B- and D-type genes differed in magnitude: the rates in B-type genes were 0.7 and 0.2 per 100 myr, respectively, whereas those in D-type genes were 12.7 and 6.9 per 100 myr, respectively. Compared with D-type genes, the evolution of B-type genes was highly conserved with regard to their mode of birth and death processes as well as amino acid substitutions. The substrates of B-type enzymes are chemicals that play important roles in metabolism of vitamin D, steroids, and cholesterol. In contrast, the substrates of D-type enzymes are xenobiotics such as plant alkaloids. In light of this substrate specificity, we hypothesize that the conserved evolutionary pattern observed in B-type enzymes reflects the importance and conservation of their substrates, whereas the rapid evolution of D-type enzymes indicates that their substrates are flexible and highly dependent on environmental factors. Future studies of the evolution of the substrate-recognition sites will be required to confirm this hypothesis.
Supporting Information
Acknowledgments
We thank Dr. Takahata for his critical discussion of this manuscript.
Funding Statement
This work was supported by Japan Society for the Promotion of Science (JSPS) Grants-in-Aid for Scientific Research (B) Grant Number 21370106 and for JSPS Fellows. This work was also supported in part by the Center for the Promotion of Integrated Sciences (CPIS) of Sokendai. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1. Klingenberg M (1958) Pigments of rat liver microsomes. Arch Biochem Biophys 75: 376–386. [DOI] [PubMed] [Google Scholar]
- 2. Omura T, Sato R (1962) A new cytochrome in liver microsomes. J Biol Chem 237: PC1375–PC1376. [PubMed] [Google Scholar]
- 3. Nelson DR (1998) Metazoan cytochrome P450 evolution. Comp Biochemi and Phys Part C: Pharm Toxic Endocr 121: 15–22. [DOI] [PubMed] [Google Scholar]
- 4. Gotoh O (2012) Evolution of cytochrome p450 genes from the viewpoint of genome informatics. Biol Pharm Bull 35: 812–817. [DOI] [PubMed] [Google Scholar]
- 5. Munro AW, Lindsay G (1996) Bacterial cytochromes P-450. Mol Microbiol 20: 1115–1125. [DOI] [PubMed] [Google Scholar]
- 6. Nelson DR (2009) The cytochrome p450 homepage. Human Genomics 1: 59–65. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Sea Urchin Genome Sequencing Consortium (2006) The genome of the sea urchin Strongylocentrotus purpuratus . Science 314: 941–952. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Mao G, Seebeck T, Schrenker D, Yu O (2013) CYP709B3, a cytochrome P450 monooxygenase gene involved in salt tolerance in Arabidopsis thaliana . BMC Plant Biol 13: 169. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Nelson DR, Goldstone JV, Stegeman JJ (2013) The cytochrome P450 genesis locus: the origin and evolution of animal cytochrome P450s. Phil Trans R Soc B 368: 20120474. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Quaderer R, Omura S, Ikeda H, Cane DE (2006) Pentalenolactone biosynthesis. Molecular cloning and assignment of biochemical function to PtlI, a cytochrome P450 of Streptomyces avermitilis. J Am Chem Soc 128: 13036–13037. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Aoyama Y, Horiuchi T, Gotoh O, Noshiro M, Yoshida Y (1998) CYP51-like gene of Mycobacterium tuberculosis actually encodes a P450 similar to eukaryotic CYP51. J Biochem 124: 694–696. [DOI] [PubMed] [Google Scholar]
- 12. Yoshida Y, Aoyama Y, Noshiro M, Gotoh O (2000) Sterol 14-demethylase P450 (CYP51) provides a breakthrough for the discussion on the evolution of cytochrome P450 gene superfamily. Biochem Biophys Res Comm 273: 799–804. [DOI] [PubMed] [Google Scholar]
- 13. Debeljak N, Fink M, Rozman D (2003) Many facets of mammalian lanosterol 14α-demethylase from the evolutionarily conserved cytochrome P450 family CYP51. Arch Biochem Biophys 409: 159–171. [DOI] [PubMed] [Google Scholar]
- 14. Qi X, Bakht S, Qin B, Leggett M, Hemmings A, et al. (2006) A different function for a member of an ancient and highly conserved cytochrome P450 family: From essential sterols to plant defense. Proc Natl Acd Sci USA 103: 18848–18853. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Nelson DR (1999) Cytochrome P450 and the individuality of species. Arch Biochem Biophys 369: 1–10. [DOI] [PubMed] [Google Scholar]
- 16. Rezen T, Debeljak N, Kordis D, Rozman D (2004) New aspects of lanosterol 14a-demethlase and cytochrome P450 evolution: Lanosterol/cycloartenol diversification and lateral transfer. J Mol Evol 59: 51–58. [DOI] [PubMed] [Google Scholar]
- 17. Nebert DW, Dalton TP (2006) The role of cytochrome P450 enzymes in endogenous signaling pathways and environmental carcinogenesis. Nature Rev Cancer 6: 947–960. [DOI] [PubMed] [Google Scholar]
- 18. Hoffman SMG, Hu S (2006) Dynamic evolution of the CYP2ABFGST gene cluster in primates. Mutation Res 616: 133–138. [DOI] [PubMed] [Google Scholar]
- 19. Hu S, Wang H, Knisely AA, Raddy S, Kovacevic D, et al. (2008) Evolution of the CYP2ABFGST gene cluster in rat, and a fine-scale comparison among rodent and primate species. Genetica 133: 215–226. [DOI] [PubMed] [Google Scholar]
- 20. Thomas JH (2007) Rapid birth-death evolution specific to xenobiotic cytochrome P450 genes in vertebrates. PLoS Genetics 3: e67. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Larkin MA, Blackshields G, Brown NP, Chenna R, McGettigan PA, et al. (2007) Clustal W and Clustal X version 2.0. Bioinformatics 23: 2947–2948. [DOI] [PubMed] [Google Scholar]
- 22. Tamura K, Peterson D, Peterson N, Stecher G, Nei M, et al. (2011) MEGA5: Molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol 28: 2731–2739. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Saitou N, Nei M (1987) The neighbor-joining method: a new method for reconstructing phylogenetic trees. Mol Biol Evol 4: 406–425. [DOI] [PubMed] [Google Scholar]
- 24.Nei M and Kumar S (2000). Molecular Evolution and Phylogenetics. Oxford University Press, New York. [Google Scholar]
- 25. Jones D, Taylor WR, Thronton JM (1992) The rapid generation of mutation data matrices from protein sequences. Comput Appl Biosci 8: 275–282. [DOI] [PubMed] [Google Scholar]
- 26. Felsenstein J (1981) Evolutionary trees from DNA sequences: a maximum likelihood approach. J Mol Evol 17: 368–76. [DOI] [PubMed] [Google Scholar]
- 27. Sawai H, Go Y, Satta Y (2008) Biological implication for loss of function at major histocompatibility complex loci. Immunogenetics 60: 295–302. [DOI] [PubMed] [Google Scholar]
- 28. Hedges SB, Dudley, Kumar S (2006) Time Tree: a public knowledge-base of divergence times among organisms. Bioinformatics 23: 2971–2. [DOI] [PubMed] [Google Scholar]
- 29. Rzhetsky A, Nei M (1992) Statistical properties of the ordinary least-squares, generalized least-squares, and minimum-evolution methods of phylogenetic inference. J Mol Evol 35: 367–75. [DOI] [PubMed] [Google Scholar]
- 30. Mann HB, Whitney DR (1947) On a test of whether one of two random variables is stochastically larger than the other. Ann Math Statist 18: 50–60. [Google Scholar]
- 31.Ohmura T, Ishimura Y, Fujii Y (2009) Molecular biology of P450. 2nd ed.
- 32. Nelson DR, Koymans L, Kamataki T, Stegeman JJ, Feyereisen R, et al. (1996) P450 superfamily: update on new sequences, gene mapping, accession numbers and nomenclature. Pharmacogenetics 6 1: 1–42. [DOI] [PubMed] [Google Scholar]
- 33. Meunier B, de Visser SP, Shaik S (2004) Mechanism of oxidation reactions catalyzed by cytochrome P450 enzymes. Chem Rev 104: 3947–3980. [DOI] [PubMed] [Google Scholar]
- 34. Feyereisen R (2011) Arthropod CYPomes illustrate the tempo and mode in P450 evolution. Bioch et Biophys Acta 1814: 19–28. [DOI] [PubMed] [Google Scholar]
- 35. Urabe K, Kimura A, Harada F, Iwanaga T, Sasazuki T (1990) Gene conversion in steroid 21-hydroxylase genes. Am J Hum Genet 46: 1178–1186. [PMC free article] [PubMed] [Google Scholar]
- 36. Nelson DR, Zeldin DC, Hoffman SM, Maltais LJ, Wain HM, et al. (2004) Comparison of cytochrome P450 (CYP) genes from the mouse and human genomes, including nomenclature recommendations for genes, pseudogenes and alternative-splice variants. Pharmacogenetics 14 1: 1–18. [DOI] [PubMed] [Google Scholar]
- 37. Yasukochi Yoshiki, Satta Yoko (2011) Evolution of the CYP2D gene cluster in humans and four non-human primates. Genes Genet Syst 86: 109–116. [DOI] [PubMed] [Google Scholar]
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