Literature DB >> 25102179

Frequent loss and alteration of the MOXD2 gene in catarrhines and whales: a possible connection with the evolution of olfaction.

Dong Seon Kim1, Yao Wang1, Hye Ji Oh1, Kangseok Lee1, Yoonsoo Hahn1.   

Abstract

The MOXD2 gene encodes a membrane-bound monooxygenase similar to dopamine-β-hydroxylase, and has been proposed to be associated with olfaction. In this study, we analyzed MOXD2 genes from 64 mammalian species, and identified loss-of-function mutations in apes (humans, Sumatran and Bornean orangutans, and five gibbon species from the four major gibbon genera), toothed whales (killer whales, bottlenose dolphins, finless porpoises, baijis, and sperm whales), and baleen whales (minke whales and fin whales). We also identified a shared 13-nt deletion in the last exon of Old World cercopithecine monkeys that results in conversion of a membrane-bound protein to a soluble form. We hypothesize that the frequent inactivation and alteration of MOXD2 genes in catarrhines and whales may be associated with the evolution of olfaction in these clades.

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Year:  2014        PMID: 25102179      PMCID: PMC4125168          DOI: 10.1371/journal.pone.0104085

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


Introduction

Olfaction, the sense of smell, is an essential perception that animals use to explore their environment. Olfaction plays an important role in detecting predators, locating food, and identifying mating partners. Specifically, airborne odorant molecules are recognized and discriminated by olfactory receptors (ORs) in the olfactory epithelium [1]. Catarrhines, Old World primates of the infraorder Catarrhini, have a smaller olfactory bulb and olfactory epithelium compared with other mammals, which is likely due to the increased dependence on vision rather than olfaction in these species [2], [3]. It was previously reported that OR genes exhibit relaxed selective constraints in apes (humans, chimpanzees, and orangutans), implying that the dependency on olfaction is reduced in apes [4]. However, there are no significant differences in the number of functional OR genes among New World monkeys, Old World monkeys, and apes, indicating that there is no direct link between the acquisition of full trichromatic vision and the degeneration of OR genes [5], [6]. The olfactory apparatus is completely absent in toothed whales, which also have a high number of degenerated OR genes [5], [7]–[10]. In contrast to toothed whales, baleen whales still maintain an olfactory apparatus, and have a high number of intact OR genes [7], [8], [11]. For example, the bowhead whale (Balaena mysticetus), a baleen whale species, has a histologically complex olfactory bulb, which comprises approximately 0.13% of the total brain weight [12]. These whales also possess a high proportion (51%) of intact olfactory receptor genes, and it proposed that bowhead whales can use olfaction to locate krill, which comprise a major part of the diet of certain bowhead whales [12]. Examination of the anatomical structure of the olfactory apparatus of minke whales (Balaenoptera acutorostrata) also suggested that these whales might maintain the olfactory system, and use it to detect airborne odorants from clouds of plankton on which they feed [13]. Nevertheless, the absence or reduction of an olfactory apparatus in some whales, especially in toothed whales, is likely due to their fully aquatic lifestyle and reliance on sophisticated vocal communication and/or echolocation. The monooxygenase, DBH-like 2 (MOXD2) gene was proposed to be associated with olfaction because mouse Moxd2 is strongly expressed in the medial olfactory epithelium [14], [15]. The MOXD2 gene comprises 13 coding exons, and encodes a protein with an endoplasmic reticulum (ER) signal peptide at its N-terminus, and a glycosylphosphatidylinositol (GPI) anchor signal at its C-terminus. The MOXD2 protein thus enters the secretory pathway and eventually becomes bound to the cell membrane by a GPI-anchor. The membrane-bound MOXD2 protein contains “DOMON” (Pfam accession number PF03351), “Cu2_monooxygen” (PF01082), and “Cu2_monoox_C” (PF03712) domains. Two other genes, the dopamine-β-hydroxylase (DBH) gene and the monooxygenase, DBH-like 1 (MOXD1) gene, encode proteins with the same domain organization [16], [17]. These three genes were generated by duplication during bilaterian evolution [14]. Specifically, the DBH gene encodes soluble and membrane-bound monooxygenases present in the synaptic vesicles of postganglionic sympathetic neurons [18]. Through this, DBH converts dopamine to norepinephrine, both of which are neurotransmitters that transmit signals between nerve cells. It is probable that the function of MOXD2 is similar to that of DBH with respect to neurotransmitter metabolism. Moreover, the mouse Moxd2 gene is strongly expressed in the medial olfactory epithelium [15], raising the possibility of its involvement in olfactory function. To date, however, there is no direct evidence of this functionality. We previously reported that the MOXD2 gene is mutated in humans (Homo sapiens), Sumatran orangutans (Pongo abelii), Bornean orangutans (Pongo pygmaeus), and rhesus macaques (Macaca mulatta) [14]. The human MOXD2 is inactivated due to the deletion of a genomic region containing exons 12 and 13, which occurred after human-chimpanzee divergence. The orangutan MOXD2 has two nonsense mutations and a splice site mutation, rendering it non-functional. Similarly, the MOXD2 of rhesus macaques has a frameshift mutation due to a 13-nt deletion in the last exon, which results in a C-terminal truncation. Finally, the western lowland gorilla (Gorilla gorilla gorilla) MOXD2 is intact but has an elevated dN/dS ratio, implying relaxed selection. In this study, we examined MOXD2 genes from 64 mammalian species and found additional gene inactivation in gibbons and whales: the MOXD2 gene is absent in five gibbon species representing all four extant genera (Nomascus, Hoolock, Hylobates, and Symphalangus) due to a complete gene deletion; the MOXD2 genes of six whale species, including four toothed and two baleen whale species, have many open reading frame (ORF)-disrupting mutations; and the sperm whale, a toothed whale species, completely lost the MOXD2 gene due to a genomic deletion. We hypothesize that the loss of functional MOXD2 genes in apes and whales may be associated with the evolution of olfaction in these clades.

Materials and Methods

Identification of MOXD2 gene sequences

Mammalian MOXD2 gene sequences were identified by BLASTN searches (http://blast.ncbi.nlm.nih.gov/Blast.cgi) of the whole genome shotgun (WGS) contigs database in the National Center for Biotechnology Information (NCBI) (http://www.ncbi.nlm.nih.gov), and by BLAT searches (http://genome.ucsc.edu/cgi-bin/hgBlat) of genome assemblies using the University of California Santa Cruz (UCSC) Genome Browser web server (http://genome.ucsc.edu). The accession numbers of sequence data and genome assemblies used in this analysis are listed in Table 1. Genomic sequences were downloaded and aligned with the chimpanzee (Pan troglodytes) MOXD2 cDNA or that of closely related species using SIM4 to predict exon sequences [19]. Successfully matched exon sequences were extracted and concatenated to generate virtual cDNA sequences, which were translated to obtain protein sequences. cDNA and protein sequences as well as exon coordinates are provided in Data S1.
Table 1

Summary of species presented in this study.

NoScientific nameCommon nameNCBI accession or UCSC genome assemblyLength (aa)SPa GPIb MutationsReference
1 Homo sapiens HumanNR_024346, hg19NAc NANAexon 6: nonsense codon, polymorphic; exons 12 and 13: exon deletion [14], [40]
2 Pan troglodytes ChimpanzeepanTro4618YesYes [41]
3 Pan paniscus BonoboAJFE01039607618YesYes [42]
4 Gorilla gorilla gorilla Western lowland gorillagorGor3618YesYes [43]
5 Pongo abelii Sumatran orangutanponAbe2, SRP001577NANANAexon 3: splice donor deletion, polymorphic; exon 8: nonsense codon; exon 13: nonsense codon, polymorphic [44]
6 Pongo pygmaeus Bornean orangutanSRP001577NANANAexon 3: splice donor deletion, polymorphic; exon 8: nonsense codon; exon 13: nonsense codon, polymorphic [44]
7 Nomascus leucogenys Northern white-cheeked gibbonnomLeu3NANANAgene deletionunpublishedd
8 Hoolock leuconedys Eastern hoolock gibbonSRP010913NANANAgene deletionunpublishede
9 Hylobates moloch Silvery gibbonSRP010914NANANAgene deletionunpublishede
10 Hylobates pileatus Pileated gibbonSRP010915NANANAgene deletionunpublishede
11 Symphalangus syndactylus SiamangSRP010917NANANAgene deletionunpublishede
12 Macaca mulatta Rhesus macaquerheMac3587YesNoexon 13: 13-nt deletion, C-terminal truncation [45], [46]
13 Macaca fascicularis Crab-eating macaqueAQIA01048523587YesNoexon 13: 13-nt deletion, C-terminal truncationunpublishedf
14 Papio anubis Olive baboonAHZZ01107346587YesNoexon 13: 13-nt deletion, C-terminal truncationunpublishedg
15 Chlorocebus sabaeus Green monkeyAQIB01162307587YesNoexon 13: 13-nt deletion, C-terminal truncationunpublishedh
16 Saimiri boliviensis Black-capped squirrel monkeysaiBol1618YesYesunpublishedi
17 Callithrix jacchus Common marmosetcalJac3618YesYesunpublishedj
18 Tarsius syrichta Philippine tarsierABRT02374379618YesYes [47]
19 Microcebus murinus Gray mouse lemurABDC01141541, SRP021223618YesYes [47], [48]
20 Daubentonia madagascariensis Aye-ayeAGTM000000000, SRP018575618YesYes [49], [50]
21 Otolemur garnettii Northern greater galago (bushbaby)otoGar3618YesYes [47]
22 Tupaia chinensis Chinese treeshrewALAR01033741618YesYes [51]
23 Oryctolagus cuniculus European rabbitoryCun2618YesYesunpublishedk
24 Mus musculus House mouseNM_139296, mm10619YesYes [52]
25 Rattus norvegicus Brown Norway ratNM_001109229, rn4619YesYes [53]
26 Cricetulus griseus Chinese hamsterNW_003614308619YesYes [54]
27 Dipodomys ordii Ord's kangaroo ratdipOrd1615YesYes [47]
28 Heterocephalus glaber Naked mole ratNW_004624765, NW_004636903619YesYesunpublishedl
29 Ictidomys tridecemlineatus Thirteen-lined ground squirrelAGTP01119753618YesYes [47]
30 Pteropus alecto Black flying foxKB030581618YesYes [55]
31 Eptesicus fuscus Big brown batALEH01088560618YesYesunpublishedm
32 Myotis lucifugus Little brown batmyoLuc2618YesYesunpublishedn
33 Myotis brandtii Brandt's batANKR01258667618YesYes [56]
34 Myotis davidii David's batALWT01228485618YesYes [55]
35 Felis catus CatfelCat5618YesYes [57]
36 Canis lupus familiaris DogcanFam3618YesYes [58]
37 Ailuropoda melanoleuca Giant pandaAilMel1618YesYes [59]
38 Leptonychotes weddellii Weddell sealAPMU01110865618YesYesunpublishedo
39 Odobenus rosmarus divergens Pacific walrusNW_004451520618YesYesunpublishedp
40 Mustela putorius furo FerretAEYP01008749618YesYesunpublishedq
41 Equus caballus HorseequCab2618YesYes [60]
42 Ceratotherium simum simum Southern white rhinocerosAKZM01025525618YesYesunpublishedr
43 Camelus ferus Wild Bactrian camelAGVR01031487618YesYes [61]
44 Sus scrofa PigsusScr3618YesYes [62]
45 Capra hircus GoatAJPT01248665617YesYes [63]
46 Ovis aries SheepAMGL01089435617YesYes [64]
47 Pantholops hodgsonii Chiru (Tibetan antelope)AGTT01184576617YesYes [65]
48 Bos taurus CowbosTau7618YesYes [66]
49 Orcinus orca Killer whaleANOL02032434NANANAexon 2: 4-nt deletion; exon 3: 1-nt deletion; splice donor mutation (GT to GA); exon 5: splice acceptor mutation (AG to TG); 1-nt insertion; exon 9: two nonsense codons; exon 11: nonsense codonunpublisheds
50 Tursiops truncatus Common bottlenose dolphinturTru2NANANAexon 2: 4-nt deletion; exon 3: 1-nt deletion; 7-nt deletion; exon 5: 1-nt insertion; exon 9: two nonsense codons; exon 12: splice donor mutation (GT to AT); exon 13: 2-nt deletion [47]
51 Neophocaena phocaenoides Finless porpoiseSRX326372exon 2: 4-nt deletion; exon 3: 1-nt deletion; exon 4: splice acceptor mutation (AG to GG); exon 5: 1-nt insertion; exon 6: splice acceptor deletion; exon 9: nonsense codon [10]
52 Lipotes vexillifer BaijiKE559720NANANAexon 1: start codon mutation (ATG to GTG); exon 2: 4-nt deletion; exon 3: splice acceptor mutation (AG to CG); 1-nt deletion; exon 5: 1-nt insertion; exon 6: nonsense codon; exon 9: nonsense codon; exon 11: 1-nt insertion; nonsense codon; exon 13: nonsense codon [67]
53 Physeter macrocephalus Sperm whaleSRP015690NANANAgene deletionunpublishedt
54 Balaenoptera acutorostrata Minke whaleKI537599NANANAexon 2: nonsense codon; exon 6: splice acceptor deletion [10]
55 Balaenoptera physalus Fin whaleSRX323050NANANAexon 1: nonsense codon; exon 2: nonsense codon, polymorphic; exon 6: nonsense codon; exon 7: nonsense codon; exon 10: splice acceptor mutation (AG to AA); exon 11: 1-nt insertion; exon 13: 2-nt insertion; 1-nt insertion [10]
56 Erinaceus europaeus Western European hedgehogAMDU01081674, AMDU01081675617YesYesunpublishedu
57 Loxodonta africana African bush elephantAAGU03080315618YesYesunpublishedv
58 Trichechus manatus latirostris Florida manateeAHIN01087863618YesYesunpublishedw
59 Elephantulus edwardii Cape sengi (elephant shrew)AMGZ01099393, AMGZ01099394, AMGZ01099395614YesYesunpublishedx
60 Chrysochloris asiatica Cape golden moleAMDV01101065, AMDV01101067616YesYesunpublishedy
61 Echinops telfairi Lesser hedgehog tenrecAAIY02229631620YesYesunpublishedz
62 Dasypus novemcinctus Nine-banded armadilloAAGV03115163618YesYes [47]
63 Monodelphis domestica Gray short-tailed opossumAAFR03013986614YesYes [68]
64 Sarcophilus harrisii Tasmanian devilAFEY01427030614YesYes [69]

Endoplasmic reticulum signal peptide predicted by SignalP.

Glycosylphosphatidylinositol anchor signal predicted by PredGPI.

Not applicable.

Gibbon Genome Sequencing Consortium (2012) (http://genome.ucsc.edu/goldenPath/credits.html#gibbon_credits).

Rogers and Fawcett (2012) (https://www.hgsc.bcm.edu/non-human-primates/gibbon-genome-project).

International Macaca fascicularis Genome Sequencing Consortium (2013) (http://genome.wustl.edu/genomes/detail/macaca-fascicularis).

Liu et al. (2012) (http://genome.ucsc.edu/goldenPath/credits.html#baboon_credits).

International Chlorocebus aethiops sabeus Genome Analysis Consortium (2013) (http://genome.wustl.edu/genomes/detail/chlorocebus-aethiops).

The Broad Institute Genome Assembly & Analysis Group, Computational R&D Group, and Sequencing Platform (2011) (http://genome.ucsc.edu/goldenPath/credits.html#squirrel_monkey_credits).

Warren et al. (2009) (https://www.hgsc.bcm.edu/marmoset-genome-project).

Di Palma et al. (2009) http://genome.ucsc.edu/goldenPath/credits.html#rabbit_credits).

Di Palma et al. (2012) (http://genome.ucsc.edu/goldenPath/credits.html#naked_mole-rat_credits).

Di Palma et al. (2012) (http://www.broadinstitute.org).

Lindblad-Toh et al. (2010) (http://genome.ucsc.edu/goldenPath/credits.html#microbat_credits).

Di Palma et al. (2013) (http://www.broadinstitute.org/software/allpaths-lg/blog/?p=647).

Liu et al. (2012) (https://sites.google.com/site/marinemammalgenomics/project-definition#TOC-Walrus-Odobenus-rosmarus).

Di Palma et al. (2011) (http://genome.ucsc.edu/goldenPath/credits.html#ferret_credits).

Di Palma et al. (2012) (http://genome.ucsc.edu/goldenPath/credits.html#white_rhinoceros_credits).

Foote et al. (2012) (https://sites.google.com/site/marinemammalgenomics/project-definition#TOC-Killer-whale-Orcinus-orca).

Walter et al. (2013) (http://genome.wustl.edu/genomes/detail/physeter-macrocephalus).

Di Palma et al. (2012) (http://genome.ucsc.edu/goldenPath/credits.html#hedgehog_credits).

Di Palma et al. (2009) (http://genome.ucsc.edu/goldenPath/credits.html#elephant_credits).

Di Palma et al. (2011) (http://genome.ucsc.edu/goldenPath/credits.html#manatee_credits).

Di Palma et al. (2012) (http://www.broadinstitute.org/software/allpaths-lg/blog/?p=572).

Di Palma et al. (2012) (http://www.broadinstitute.org/software/allpaths-lg/blog/?p=549).

Di Palma et al. (2012) (http://genome.ucsc.edu/goldenPath/credits.html#tenrec_credits).

Endoplasmic reticulum signal peptide predicted by SignalP. Glycosylphosphatidylinositol anchor signal predicted by PredGPI. Not applicable. Gibbon Genome Sequencing Consortium (2012) (http://genome.ucsc.edu/goldenPath/credits.html#gibbon_credits). Rogers and Fawcett (2012) (https://www.hgsc.bcm.edu/non-human-primates/gibbon-genome-project). International Macaca fascicularis Genome Sequencing Consortium (2013) (http://genome.wustl.edu/genomes/detail/macaca-fascicularis). Liu et al. (2012) (http://genome.ucsc.edu/goldenPath/credits.html#baboon_credits). International Chlorocebus aethiops sabeus Genome Analysis Consortium (2013) (http://genome.wustl.edu/genomes/detail/chlorocebus-aethiops). The Broad Institute Genome Assembly & Analysis Group, Computational R&D Group, and Sequencing Platform (2011) (http://genome.ucsc.edu/goldenPath/credits.html#squirrel_monkey_credits). Warren et al. (2009) (https://www.hgsc.bcm.edu/marmoset-genome-project). Di Palma et al. (2009) http://genome.ucsc.edu/goldenPath/credits.html#rabbit_credits). Di Palma et al. (2012) (http://genome.ucsc.edu/goldenPath/credits.html#naked_mole-rat_credits). Di Palma et al. (2012) (http://www.broadinstitute.org). Lindblad-Toh et al. (2010) (http://genome.ucsc.edu/goldenPath/credits.html#microbat_credits). Di Palma et al. (2013) (http://www.broadinstitute.org/software/allpaths-lg/blog/?p=647). Liu et al. (2012) (https://sites.google.com/site/marinemammalgenomics/project-definition#TOC-Walrus-Odobenus-rosmarus). Di Palma et al. (2011) (http://genome.ucsc.edu/goldenPath/credits.html#ferret_credits). Di Palma et al. (2012) (http://genome.ucsc.edu/goldenPath/credits.html#white_rhinoceros_credits). Foote et al. (2012) (https://sites.google.com/site/marinemammalgenomics/project-definition#TOC-Killer-whale-Orcinus-orca). Walter et al. (2013) (http://genome.wustl.edu/genomes/detail/physeter-macrocephalus). Di Palma et al. (2012) (http://genome.ucsc.edu/goldenPath/credits.html#hedgehog_credits). Di Palma et al. (2009) (http://genome.ucsc.edu/goldenPath/credits.html#elephant_credits). Di Palma et al. (2011) (http://genome.ucsc.edu/goldenPath/credits.html#manatee_credits). Di Palma et al. (2012) (http://www.broadinstitute.org/software/allpaths-lg/blog/?p=572). Di Palma et al. (2012) (http://www.broadinstitute.org/software/allpaths-lg/blog/?p=549). Di Palma et al. (2012) (http://genome.ucsc.edu/goldenPath/credits.html#tenrec_credits). To identify the MOXD2 gene cDNA sequences from species for which genome sequences were not available, we analyzed high-throughput sequencing data available in the NCBI Sequence Read Archive (SRA) (http://www.ncbi.nlm.nih.gov/sra). Genome sequence data for the Bornean orangutan (Pongo pygmaeus), the aye-aye (Daubentonia madagascariensis), the finless porpoise (Neophocaena phocaenoides), and the fin whale (Balaenoptera physalus), and transcriptome sequence data for the gray mouse lemur (Microcebus murinus) were obtained from the SRA. Sequences for MOXD2 gene exons were identified using a locally-installed BLASTN program (version 2.2.24+). Chimpanzee and bottlenose dolphin MOXD2 exons were used as queries for primates and whales, respectively. The BLASTN command line parameter was “-num_descriptions 10000 -num_alignments 10000”. Matched reads with an expectation (E) value of 1 or less were extracted. Paired-end reads were split to separate reads. CAP3 (version date 12/21/07) was used to align and assemble sequences into contigs [20]. For the assembly of Bornean orangutan sequences, which were short and showed comparatively high heterogeneity, we used parameters “-k 0 -m 5 -n -1 -o 16 -p 66” to relax the stringency. Otherwise, we used the default parameters. CAP3 alignments for exons are presented in Data S1. To determine whether the MOXD2 gene loci were deleted in gibbon species, we examined WGS reads of the eastern hoolock gibbon (Hoolock leuconedys), the silvery gibbon (Hylobates moloch), the pileated gibbon (Hylobates pileatus), and the siamang (Symphalangus syndactylus). The sequence for the chimpanzee MOXD2-PRSS58 genomic locus (panTro4 chr7:143686156-143725295) was downloaded from the UCSC Genome Browser database. Gibbon sequences matching the repeat-masked chimpanzee MOXD2-PRSS58 genomic locus were identified by BLASTN (version 2.2.24+) with the command line parameter “-num_descriptions 10000 -num_alignments 10000”. Gibbon genome reads that aligned the chimpanzee genomic sequence with 90% sequence identity or greater, and with query coverage of 90% or longer, were selected as matches. Paired-end reads were split to separate reads. The genomic regions covered by gibbon sequences were plotted using gnuplot software (version 4.4 patchlevel 3) (http://www.gnuplot.info). Additionally, the Bornean orangutan WGS reads were analyzed as a control.

Sequence analyses

SignalP 4.1 (http://www.cbs.dtu.dk/services/SignalP) was used to predict ER signal peptides [21], PredGPI (http://gpcr.biocomp.unibo.it/predgpi) was used to predict GPI anchor signals [22], and the Pfam database (http://pfam.sanger.ac.uk) was used to predict domain organization [23]. RepeatMasker (http://www.repeatmasker.org) was used to search for repetitive elements in genomic sequences. Advanced PipMaker and MultiPipMaker (http://pipmaker.bx.psu.edu/pipmaker) were used to produce dot plots [24]. All analyses were performed using each respective web server with the default settings. Multiple sequence alignments of cDNA, exon, or protein sequences were performed using locally-installed MUSCLE software (v3.8.31) (http://www.drive5.com/muscle) with the default parameters [25].

Statistical analyses

The ratio of nonsynonymous to synonymous substitution rates (dN/dS, ω) was estimated by a likelihood method implemented in the codeml program of the PAML package (version 4.7a) [26]. We prepared two datasets: one for the catarrhine primate MOXD2 gene, and the other for the whale MOXD2 gene. For the catarrhine primate dataset, we collected coding sequences of MOXD2 genes from 13 primate species: humans, chimpanzees, lowland gorillas, Sumatran orangutans, rhesus macaques, olive baboons, green monkeys, black-capped squirrel monkeys, common marmosets, Philippine tarsiers, aye-ayes, gray mouse lemurs, and Northern greater galagos. Sequences from the bonobo, Bornean orangutan, and crab-eating macaque were not included because they were almost identical to chimpanzee, Sumatran orangutan, and rhesus macaque sequences, respectively. Sequences of exons 12 and 13 were removed from the alignment because they are absent in humans. The nonsense codon position in orangutan exon 8 was also removed. The final sequence dataset comprised 1494 nucleotides. Sequence data files, tree files, control files, and major results files for the codeml analyses are provided in Data S2. For the whale dataset, we collected MOXD2 coding sequences from six whales (killer whales, bottlenose dolphins, finless porpoises, baijis, minke whales, and fin whales), cows, and pigs. Disrupted codon positions in the whale sequences caused by nonsense mutation, insertion, and deletion were excluded from the aligned sequence data. The final sequence dataset comprised 1791 nucleotides. Sequence data files, tree files, control files, and major results files for the codeml analyses are provided in Data S3. Twice the log likelihood difference [2Δ(ln L)] and the degree of freedom (df) were calculated for likelihood ratio tests between selected models. The P values for likelihood ratio tests were calculated using pchisq function (with the option “lower.tail = FALSE”) implemented in R software (version 2.14.1) (http://www.r-project.org).

Results

Identification of MOXD2 genes in 64 mammalian species

We previously identified MOXD2 genes in 12 mammalian species [14]. In our prior study, we showed that the human, Sumatran orangutan, and Bornean orangutan MOXD2 genes are non-functional due to multiple deleterious mutations. Similarly, the rhesus macaque MOXD2 gene had a 13-nt deletion in the last exon, resulting in a C-terminal truncation and loss of the GPI anchor signal. The MOXD2 gene was previously proposed to be associated with mammalian olfactory function, and we concluded that these mutations may be implicated in the alteration of olfaction. These results prompted us to perform the extensive analysis described herein on genome sequences of diverse mammalian species to investigate the molecular evolution of the MOXD2 gene, and its possible connection with olfaction. In this study, we analyzed genome assemblies, WGS contigs, and WGS and transcriptome reads to identify MOXD2 genes from 64 mammalian species, including members of the Euarchontoglires, Laurasiatheria, Afrotheria, Xenarthra, and Marsupialia. A complete list and phylogenetic tree of taxa analyzed are shown in Table 1 and Figure 1, respectively. The geologic timescale of mammalian phylogeny is primarily based on the report of dos Reis et al. [27] and supplemented by other data [28]–[31].
Figure 1

Phylogenetic tree of the species investigated in this study.

The major groups are indicated either on the branch or to the right. Species with a mutated MOXD2 gene are indicated by color: red, gene loss by gene deletion, exon deletion, or ORF-disrupting mutations; blue, C-terminal truncation due to a 13-nt deletion in the last exon. Numbers in parentheses correspond to those in Table 1. K-Pg, Cretaceous-Paleogene boundary.

Phylogenetic tree of the species investigated in this study.

The major groups are indicated either on the branch or to the right. Species with a mutated MOXD2 gene are indicated by color: red, gene loss by gene deletion, exon deletion, or ORF-disrupting mutations; blue, C-terminal truncation due to a 13-nt deletion in the last exon. Numbers in parentheses correspond to those in Table 1. K-Pg, Cretaceous-Paleogene boundary. The complete 13 coding exons of MOXD2 genes were identified in 53 species out of 64 reported in this study, 49 of which produced intact proteins (Data S1). The remaining 15 species, for which the MOXD2 gene exhibited deleterious mutations, consisted of humans, Sumatran orangutans, Bornean orangutans, northern white-cheeked gibbons, eastern hoolock gibbons, silvery gibbons, pileated gibbons, siamangs, killer whales, bottlenose dolphins, finless porpoises, baijis, sperm whales, minke whales, and fin whales (see Table 1 for the detailed list of mutations). As previously reported, the human and orangutan MOXD2 genes exhibit a deletion of the last 2 exons and multiple inframe nonsense codons, respectively [14]. Furthermore, the MOXD2 gene is absent in the five gibbon species due to a genomic deletion (see below), while MOXD2 genes of the six whale species have multiple open reading frame (ORF)-disrupting mutations in their coding sequences. Lastly, the MOXD2 gene appeared to be absent in sperm whales (see below). Figure S1 shows the multiple sequence alignment of 49 full-length MOXD2 proteins together with the partial human sequence, and the Sumatran orangutan sequence with inframe stop codons. Both marsupial and placental sequences were strongly conserved; specifically, the chimpanzee and the gray short-tailed opossum (Monodelphis domestica) MOXD2 proteins exhibited an 82.4% amino acid sequence identity. The MOXD2 protein was previously reported to contain an ER signal peptide and a GPI anchor signal at its N- and C-termini, respectively [14], with the exception of the rhesus macaque, in which the MOXD2 lacks a C-terminal GPI anchor signal due to a frameshift deletion mutation in the last exon. We analyzed the 49 full-length protein sequences to determine if they had the predicted ER signal peptide and GPI anchor signal. All proteins were predicted to have an ER signal peptide at their N-termini, indicating that they enter the secretory pathway. However, all but four of the sequences were predicted to have a GPI anchor signal at their C-termini, namely, the rhesus macaque, the crab-eating macaque (Macaca fascicularis), the olive baboon (Papio anubis), and the green monkey (Chlorocebus sabaeus). These Old World cercopithecine monkeys shared the same 13-nt deletion in the last exon, resulting in C-terminal truncation and loss of the GPI-anchor (see below).

Complete deletion of the MOXD2 gene in gibbons

We searched the northern white-cheeked gibbon (Nomascus leucogenys) genome assembly “nomLeu3” available through the UCSC Genome Browser for a gibbon MOXD2 genomic sequence. There were no matching sequences in the current northern white-cheeked gibbon genome assembly. We then searched the NCBI sequence databases, including WGS contigs, expressed sequence tags, and the Trace Archive, but failed to find any matches. The absence of sequence data raised the possibility of complete deletion of the MOXD2 gene in the northern white-cheeked gibbon, or incomplete sequencing of the MOXD2 genomic locus. To further assess these explanations, we searched the northern white-cheeked gibbon genome sequence for the PRSS58 gene, which is located close to the MOXD2 gene in humans and other mammalian species. We successfully located the northern white-cheeked gibbon PRSS58 genomic locus, which was orthologous to the MOXD2-PRSS58 genomic loci of humans and other mammalian species. We then compared the MOXD2-PRSS58 genomic locus of the olive baboon and those of the rhesus macaque, northern white-cheeked gibbon, Sumatran orangutan, western lowland gorilla, chimpanzee, and human (Figure 2A), which revealed that the MOXD2 gene was indeed absent from the northern white-cheeked gibbon genome. Therefore, this deletion was not due to an incomplete northern white-cheeked gibbon genome, because there was no sequence assembly gap in its genomic region orthologous to the MOXD2 gene locus of other primates. Interestingly, the northern white-cheeked gibbon MOXD2 gene locus was not simply deleted, but was replaced with a DNA fragment rich in repetitive elements.
Figure 2

Complete deletion of the MOXD2 gene in gibbons.

(A) Dot plots between the olive baboon MOXD2-PRSS58 genomic locus and orthologous regions from five other primate species (the rhesus macaque, the northern white-cheeked gibbon, the western lowland gorilla, the chimpanzee, and the human) are depicted. The northern white-cheeked gibbon MOXD2 gene is replaced by a translocated DNA fragment (red box). The locations of the MOXD2 and PRSS58 genes are indicated at the right (downward arrows), with coding regions and noncoding regions (introns and untranslated regions) in green and yellow, respectively. The human genomic segment containing MOXD2 exons 12 and 13 was deleted after the human-chimpanzee divergence (red vertical line). Gray vertical lines in the rhesus macaque and the northern white-cheeked gibbon genomes mark short assembly gaps. Blue arrows indicate chromosome direction (from p- to q-telomere). (B) Deletion of MOXD2 gene in four other gibbon species. WGS reads from the hoolock gibbon, the silvery gibbon, the pileated gibbon, the siamang, and the Bornean orangutan were mapped to the repeat-masked chimpanzee MOXD2-PRSS58 genomic sequence. Where matched WGS read positions are marked with dots, the MOXD2 gene region (red box) lacked matching gibbon WGS reads but not orangutan WGS reads, indicating that the region is missing in these four gibbon species. The locations of the MOXD2 and PRSS58 genes are indicated at the bottom with coding and noncoding regions in green and yellow, respectively. Parentheses indicate the genome assembly version and position for each species available from the UCSC Genome Browser database.

Complete deletion of the MOXD2 gene in gibbons.

(A) Dot plots between the olive baboon MOXD2-PRSS58 genomic locus and orthologous regions from five other primate species (the rhesus macaque, the northern white-cheeked gibbon, the western lowland gorilla, the chimpanzee, and the human) are depicted. The northern white-cheeked gibbon MOXD2 gene is replaced by a translocated DNA fragment (red box). The locations of the MOXD2 and PRSS58 genes are indicated at the right (downward arrows), with coding regions and noncoding regions (introns and untranslated regions) in green and yellow, respectively. The human genomic segment containing MOXD2 exons 12 and 13 was deleted after the human-chimpanzee divergence (red vertical line). Gray vertical lines in the rhesus macaque and the northern white-cheeked gibbon genomes mark short assembly gaps. Blue arrows indicate chromosome direction (from p- to q-telomere). (B) Deletion of MOXD2 gene in four other gibbon species. WGS reads from the hoolock gibbon, the silvery gibbon, the pileated gibbon, the siamang, and the Bornean orangutan were mapped to the repeat-masked chimpanzee MOXD2-PRSS58 genomic sequence. Where matched WGS read positions are marked with dots, the MOXD2 gene region (red box) lacked matching gibbon WGS reads but not orangutan WGS reads, indicating that the region is missing in these four gibbon species. The locations of the MOXD2 and PRSS58 genes are indicated at the bottom with coding and noncoding regions in green and yellow, respectively. Parentheses indicate the genome assembly version and position for each species available from the UCSC Genome Browser database. Comparison of the MOXD2-PRSS58 genomic loci of the northern white-cheeked gibbon and the chimpanzee genome assemblies revealed that the 22.5 kb-long genomic fragment containing the entire chimpanzee MOXD2 gene was replaced with an 11.8 kb-long fragment in the gibbon genome (Figure S2A). There were multiple gibbon WGS trace data that spanned each of the two replacement boundaries, indicating that our evaluation of the northern white-cheeked gibbon genome sequence was not due to erroneous assembly (Figure S2B,C). There are four extant gibbon genera: Nomascus, Hoolock, Hylobates, and Symphalangus [32]. To determine whether the MOXD2 gene deletion in the Nosmacus species is shared with the other three gibbon genera, we examined WGS reads derived from four gibbon species: the eastern hoolock gibbon (a Hoolock species), the silvery gibbon and the pileated gibbon (Hylobates species), and the siamang (a Symphalangus species). When WGS reads were mapped to the chimpanzee MOXD2-PRSS58 genomic locus, no WGS read mapped to the chimpanzee MOXD2 gene segment (Figure 2B), indicating that the MOXD2 genomic locus was also deleted in these three gibbon genera. Because the MOXD2 gene is absent in all the four extant gibbon genera, the deletion event must have preceded the divergence of these genera, which occurred more than 8 million years ago [27], [32].

Effect of the GPI anchor signal loss on MOXD2 protein localization in the Old World cercopithecine monkeys

We previously showed that the rhesus macaque, an Old World cercopithecine monkey species, had a 13-nt deletion in the last exon that resulted in C-terminal truncation and loss of the GPI anchor signal [14]. In this study, we identified the MOXD2 genes from three additional cercopithecine monkey species, namely, the crab-eating macaque, the olive baboon, and the green monkey. All of these species exhibited a 13-nt deletion in the last exon, indicating that the deletion was present in a common ancestor of these four species (Figure 3). However, following the 13-nt deletion, the coding sequence integrity was maintained up to about 13 million years after a common ancestor of these species might have lived [27]. Because the deletion occurred in the last exon and there are no other deleterious mutations, the cercopithecine monkey MOXD2 genes still produce functional proteins.
Figure 3

A 13-nt deletion in Old World cercopithecine monkey MOXD2 exon 13.

The MOXD2 exon 13 sequences from the chimpanzee (Pan troglodytes), the rhesus macaque (Macaca mulatta), the crab-eating macaque (Macaca fascicularis), the olive baboon (Papio anubis), the green monkey (Chlorocebus sabaeus), the squirrel monkey (Saimiri boliviensis), and the common marmoset (Callithrix jacchus) were subjected to multiple alignment. The 13-nt deletion, which was common to the four cercopithecine monkeys, is highlighted in red. Stop codons are highlighted in yellow. Note the premature stop codons present in the cercopithecine monkey MOXD2 genes caused by a frameshift deletion. Uppercase and lowercase letters indicate coding and noncoding sequences, respectively.

A 13-nt deletion in Old World cercopithecine monkey MOXD2 exon 13.

The MOXD2 exon 13 sequences from the chimpanzee (Pan troglodytes), the rhesus macaque (Macaca mulatta), the crab-eating macaque (Macaca fascicularis), the olive baboon (Papio anubis), the green monkey (Chlorocebus sabaeus), the squirrel monkey (Saimiri boliviensis), and the common marmoset (Callithrix jacchus) were subjected to multiple alignment. The 13-nt deletion, which was common to the four cercopithecine monkeys, is highlighted in red. Stop codons are highlighted in yellow. Note the premature stop codons present in the cercopithecine monkey MOXD2 genes caused by a frameshift deletion. Uppercase and lowercase letters indicate coding and noncoding sequences, respectively. The 13-nt deletion described above results in a loss of the GPI anchor signal of the MOXD2 protein, which is required for membrane attachment to either the inner aspect of the vesicular membrane or outer surface of the plasma membrane [14]. Therefore, the cercopithecine monkey MOXD2 proteins do not localize on the membrane. Instead, mutation results in a soluble protein that is localized within vesicles and/or secreted from cells. The DBH gene, a paralog of MOXD2, encodes both soluble and membrane-bound isoforms of dopamine-β-hydroxylase within vesicles [17]. If the MOXD2 protein is contained in the vesicles as DBH, the soluble cercopithecine monkey MOXD2 may maintain the original molecular function and phenotype.

Inactive MOXD2 genes in toothed whales and baleen whales

We examined genome assemblies and WGS reads of seven whale species. Five were toothed whale species: the killer whale (Orcinus orca), the bottlenose dolphin (Tursiops truncatus), the finless porpoise (Neophocaena phocaenoides), the baiji (Lipotes vexillifer), and the sperm whale (Physeter macrocephalus). The other two were baleen whale species: the minke whale (Balaenoptera acutorostrata) and the fin whale (Balaenoptera physalus). The complete exon sequences of the MOXD2 gene were identified in six of these whale species; the sperm whale MOXD2 gene was deleted (see below). Upon analyzing the exon sequences of MOXD2 genes of the six whale species, we found many ORF-disrupting mutations, including frameshift insertions and deletions, nonsense mutations, and splice site mutations (see Table 1 for details). For example, there was a 4-nt deletion in exon 2 that was shared among the four toothed whale species, and an inframe nonsense codon (“TAA”) that was common to the two baleen whale species (Figure 4), indicating that these mutations appeared in a common ancestor of each lineage. There were additional mutations in many exons, indicating that MOXD2 genes of these whale species are non-functional pseudogenes (Figure S3).
Figure 4

Disruptive mutations of the MOXD2 gene in whales.

Exon 2 sequences of the pig (Sus scrofa), the cow (Bos Taurus), the killer whale (Orcinus orca), the bottlenose dolphin (Tursiops truncatus), the finless porpoise (Neophocaena phocaenoides), the baiji (Lipotes vexillifer), the minke whale (Balaenoptera acutorostrata), and the fin whale (Balaenoptera physalus) MOXD2 genes are shown. Disruptive mutations, a 4-nt deletion in toothed whales, and an inframe nonsense codon in baleen whales, are highlighted in red. Exon and intron sequences are in uppercase and lowercase letters, respectively. Additional mutations in other exons are presented in Figure S3.

Disruptive mutations of the MOXD2 gene in whales.

Exon 2 sequences of the pig (Sus scrofa), the cow (Bos Taurus), the killer whale (Orcinus orca), the bottlenose dolphin (Tursiops truncatus), the finless porpoise (Neophocaena phocaenoides), the baiji (Lipotes vexillifer), the minke whale (Balaenoptera acutorostrata), and the fin whale (Balaenoptera physalus) MOXD2 genes are shown. Disruptive mutations, a 4-nt deletion in toothed whales, and an inframe nonsense codon in baleen whales, are highlighted in red. Exon and intron sequences are in uppercase and lowercase letters, respectively. Additional mutations in other exons are presented in Figure S3. When we searched the sperm whale WGS contigs for the MOXD2 genomic sequence, there were no matching sequence data. To determine if the MOXD2 gene was deleted in the sperm whale genome as in gibbons, the sperm whale WGS contigs were searched for the PRSS58 gene, which is located close to the MOXD2 gene in other mammalian species. We were able to locate the sperm whale PRSS58 genomic locus, which was orthologous to the MGAM-MOXD2-PRSS58 genomic loci of the cow (Bos taurus) and the bottlenose dolphin. Upon comparing the MGAM-MOXD2-PRSS58 genomic loci of the sperm whale and the bottlenose dolphin, we found that the MOXD2 gene was absent from the sperm whale genome (Figure 5). As in gibbons, the sperm whale MOXD2 gene locus was replaced with a repeat-rich DNA fragment.
Figure 5

Complete deletion of the MOXD2 gene in the sperm whale.

Sequence comparison of the sperm whale (Physeter macrocephalus) (horizontal) and the bottlenose dolphin (Tursiops truncatus) (vertical) MOXD2 gene loci is presented. In the sperm whale, the MOXD2 genomic region was replaced with a repeat-rich segment (red box). The bottlenose dolphin MGAM, MOXD2, and PRSS58 genes are marked at the right, with coding regions and introns in green and yellow, respectively. Gray horizontal lines indicate gaps in the bottlenose dolphin genome assembly “turTru2”.

Complete deletion of the MOXD2 gene in the sperm whale.

Sequence comparison of the sperm whale (Physeter macrocephalus) (horizontal) and the bottlenose dolphin (Tursiops truncatus) (vertical) MOXD2 gene loci is presented. In the sperm whale, the MOXD2 genomic region was replaced with a repeat-rich segment (red box). The bottlenose dolphin MGAM, MOXD2, and PRSS58 genes are marked at the right, with coding regions and introns in green and yellow, respectively. Gray horizontal lines indicate gaps in the bottlenose dolphin genome assembly “turTru2”. The large number of deleterious mutations and gene deletion in both toothed whales and baleen whales clearly indicated that the MOXD2 gene lost its functionality during the evolution of whales. The habitat and ecology of whales may have been associated with relaxation of selection pressure on MOXD2 gene, which has subsequently allowed it to degenerate or be deleted.

Evolutionary analysis of catarrhine MOXD2

Codeml analyses and likelihood ratio tests were performed in the same manner as in Jiang et al.'s study [33], which reported frequent and independent inactivation of the type 1 taste receptor Tas1r2/Tas1r3 in carnivorans. To evaluate whether selective pressure was relaxed on humans and orangutans with an inactivated MOXD2, and possibly on gorillas and chimpanzees with an intact MOXD2, we performed likelihood ratio tests (Tables 2 and 3). First, the average ω across the 13 primate species was estimated to be 0.18967 (one-ratio model A in Table 2), which was significantly different from 1 (one-ratio model B) (P = 2.34×10−74; B vs A in Table 3), indicating an overall purifying selection in species of the data set.
Table 2

Models and parameter estimates for likelihood ratio tests of selective pressure on catarrhine MOXD2 genea.

ModelDescriptionω (dN/dS)ln Lb npc
AAll branches have the same ω0ω0 = 0.18967−4803.200425
BAll branches have the same ω0 = 1ω0 = 1−4969.609224
CThe human and orangutan branches have ω1; other branches have ω0ω0 = 0.16649, ω1 = 0.70206−4793.179126
DThe human and orangutan branches have ω1 = 1; other branches have ω0ω0 = 0.16660, ω1 = 1−4793.763525
EThe human, gorilla, and orangutan branches have ω1; other branches have ω0ω0 = 0.15984, ω1 = 0.77453−4789.177626
FThe human, gorilla, and orangutan branches have ω1 = 1; other branches have ω0ω0 = 0.15994, ω1 = 1−4789.535825
GThe great ape branches and the ancestral branch leading to great apes have ω1; other branches have ω0ω0 = 0.16431, ω1 = 0.39834−4796.874326
HThe great ape branches and the ancestral branch leading to great apes have ω1 = 1; other branches have ω0ω0 = 0.16451, ω1 = 1−4804.596125
IThe human, gorilla, orangutan, and cercopithecine monkey branches, and the ancestral branch leading to cercopithecine monkeys have the ω1; other branches have ω0ω0 = 0.15182, ω1 = 0.43710−4792.275326
JThe human, gorilla, orangutan, and cercopithecine monkey branches, and the ancestral branch leading to cercopithecine monkeys have ω1 = 1; other branches have ω0ω0 = 0.15199, ω1 = 1−4800.197725
KThe human, gorilla, and orangutan branches have the ω1; the cercopithecine monkey branches and the ancestral branch leading to cercopithecine monkeys have the ω2; other branches have ω0ω0 = 0.15194, ω1 = 0.77665, ω2 = 0.24051−4788.118427
LEach branch has its own ωvariable ωd −4780.198247

The sequence data file, tree files, control files, and main result files for the codeml analyses were provided in Data S2.

The natural logarithm of the likelihood value.

Number of parameters.

See Figure 6A.

Table 3

Likelihood ratio tests of selective pressure on catarrhine MOXD2 genea.

Models compared2Δ(ln L)b dfc P valueSignificance leveld
B vs A332.81812.34×10−74 ***
A vs C20.042717.57×10−6 ***
D vs C1.168910.2796ns
C vs L25.9617210.2079ns
A vs E28.045611.18×10−7 ***
F vs E0.716510.3973ns
E vs L17.9588210.6516ns
A vs G12.652213.75×10−4 ***
H vs G15.443618.50×10−5 ***
G vs L33.3522210.04245*
A vs I21.850212.95×10−6 ***
J vs I15.844716.88×10−5 ***
I vs L24.1542210.2856ns
J vs L39.9989220.01081*
A vs K30.164122.82×10-7 ***
E vs K2.118510.1455ns
K vs L15.8403200.7265ns

Models in Table 3 were compared using likelihood ratio test.

Twice the difference in log likelihood values between the two models compared.

Degree of freedom.

***, P<0.001; **, P<0.01; *, P<0.05; ns, not significant.

The sequence data file, tree files, control files, and main result files for the codeml analyses were provided in Data S2. The natural logarithm of the likelihood value. Number of parameters. See Figure 6A.
Figure 6

Molecular evolution of the MOXD2 gene in catarrhines and whales.

Molecular evolutionary histories of the MOXD2 gene in catarrhines (A) and whales (B) are presented. Gene-disrupting mutations are indicated with arrowheads. dN/dS ratios (ω) estimated by the “free-ratio” model are presented on each branch. Asterisks indicate species of which coding sequences were used for the dN/dS analysis. e#, exon number; ins, insertion (followed by number of inserted residues); del, deletion (followed by number of deleted residues); ns, nonsense mutation; sa, splice acceptor mutation; sd, splice donor mutation.

Models in Table 3 were compared using likelihood ratio test. Twice the difference in log likelihood values between the two models compared. Degree of freedom. ***, P<0.001; **, P<0.01; *, P<0.05; ns, not significant. To test whether the selection pressure was relaxed on humans and orangutans, a two-ratio model was tested (model C in Table 2), with the assumption of a uniform ω for human and orangutan branches (ω1), and for other branches (ω0), respectively. In this model, ω0 was estimated to be 0.16649, similar to that estimated in model A. However, ω1 was estimated to be 0.70206, indicating that selection pressure on human and orangutan MOXD2 was relaxed. This two-ratio model C fitted significantly better than one-ratio model A (P = 7.57×10−6; A vs C in Table 3), also implying that the selection pressure was relaxed in the human and orangutan branches. Furthermore, when we tested another two-ratio model (model D in Table 2) that allowed ω1 (humans and orangutans) to be fixed to 1, and assumed a uniform ω0 for other branches, this model was not significantly different from model C (P = 0.2796; D vs C in Table 3), consistent with the scenario of relaxed selection pressure on human and orangutan MOXD2 (ω1 = 1). An alternative model (model L in Table 2), in which ω was allowed to vary among branches, was not significantly different from the two-ratio model C (P = 0.2079; C vs L in Table 3). Figure 6A shows values of ω on each branch, as estimated by model L.

Molecular evolution of the MOXD2 gene in catarrhines and whales.

Molecular evolutionary histories of the MOXD2 gene in catarrhines (A) and whales (B) are presented. Gene-disrupting mutations are indicated with arrowheads. dN/dS ratios (ω) estimated by the “free-ratio” model are presented on each branch. Asterisks indicate species of which coding sequences were used for the dN/dS analysis. e#, exon number; ins, insertion (followed by number of inserted residues); del, deletion (followed by number of deleted residues); ns, nonsense mutation; sa, splice acceptor mutation; sd, splice donor mutation. To examine whether selection pressure was also relaxed on gorillas, which had an intact MOXD2 coding sequence, a two-ratio model (model E in Table 2) was tested, with the assumption of a uniform ω for human, gorilla, and orangutan branches (ω1), and for other branches (ω0), respectively. In this model, ω0 was estimated to be 0.15984, slightly smaller than that estimated in model C; ω1 was estimated to be 0.77453, slightly larger than that in model C. This two-ratio model E also fitted significantly better than the one-ratio model A (P = 1.18×10−7; A vs E in Table 3), suggesting that selection pressure on gorilla MOXD2 was also relaxed. Another two-ratio model (model F in Table 2) that allowed ω1 (humans, gorillas, and orangutans) to be fixed to 1, and assumed a uniform ω0 for other branches, showed no difference from model E (P = 0.3973; F vs E in Table 3), consistent with the scenario of relaxed selection pressure on gorilla MOXD2 (ω1 = 1). We further tested whether selection pressure was relaxed before the divergence of great apes, including chimpanzees and bonobos, which had intact MOXD2. We tested a two-ratio model (model G in Table 2) with the assumption of a uniform ω for the great ape branches and the ancestral branch leading to great apes (ω1), and for other branches (ω0), respectively. In this model, ω0 was estimated to be 0.16431; ω1 was estimated to be 0.39834, smaller than those estimated by models C and E. This two-ratio model G was also significantly different from the one-ratio model A (P = 3.75×10−4; A vs G in Table 3), but the difference between these models was less than that observed between models F and A. Another two-ratio model (model H in Table 2) that allowed ω1 (great ape branches and the ancestral branch leading to great apes) to be fixed to 1, and a uniform ω0 for other branches, was significantly different from model G (P = 8.50×10−5; H vs G in Table 3), implying that chimpanzee MOXD2 was under selection. Therefore, it is highly likely that the MOXD2 gene is still functioning in chimpanzees and bonobos but not in humans, gorillas, orangutans, and gibbons. To test whether the selection pressure was also relaxed in Old World cercopithecine monkeys as in humans, orangutans, and gorillas, a two-ratio model was tested (model I in Table 2), with the assumption of a uniform ω for human, gorilla, orangutan, and cercopithecine monkey branches, and the ancestral branch leading to cercopithecine monkeys (ω1), and for other branches (ω0), respectively. In this model, ω0 was estimated to be 0.15182, similar to that estimated in model E. However, ω1 was estimated to be 0.43710, largely smaller than that estimated in model E, implying that the selection pressure on cercopithecine MOXD2 was not relaxed. Furthermore, when we tested another two-ratio model (model J in Table 2) that allowed ω1 to be fixed to 1, and assumed a uniform ω0 for other branches, this model was significantly different from model I (P = 6.88×10−5; J vs I in Table 3), further indicating that cercopithecine MOXD2 was under selective pressure. Finally, we tested a three-ratio model (model K in Table 2), with the assumption of a uniform ω for the human, gorilla, and orangutan branches (ω1), for the cercopithecine monkeys and the ancestral branch leading to cercopithecine monkeys (ω2), and for other branches (ω0), respectively. In this model, ω0 and ω1 were estimated to be 0.15194 and 0.77665, similar to those estimated in model E; ω2 was estimated to be 0.24051, indicating that cercopithecine monkey MOXD2 genes are under selective pressure. This model (K) showed no difference from model E (P = 0.1455; E vs K in Table 3), consistent with the scenario that cercopithecine MOXD2 genes are under selection. Therefore, it is likely that the MOXD2 genes are still functioning in chimpanzees, bonobos, and Old World cercopithecine monkeys, and that it was independently inactivated in humans, gorillas, orangutans, and gibbons.

Evolutionary analysis of whale MOXD2

Whale MOXD2 genes have many disruptive mutations, some of which are shared by two or more species. Three mutations occurred before the divergence of toothed whales examined in this study, and one mutation occurred before the divergence of the two baleen whales. However, there were no ORF-disrupting mutations shared by both the toothed whales and the baleen whales, implying that the gene might be intact in the common ancestor of the extant whales. To verify whether the selective pressure on whale MOXD2 was relaxed, we performed likelihood ratio tests (Tables 4 and 5). The average ω across the six whales, cows, and pigs was estimated to be 0.31510 (one-ratio model A in Table 4), which was significantly different from 1 (one-ratio model B) (P = 1.90×10−34; B vs A in Table 5), and indicated an overall purifying selection in species of this dataset, probably in cows and pigs.
Table 4

Models and parameter estimates for likelihood ratio tests of selective pressure on whale MOXD2 genea.

ModelDescriptionω (dN/dS)ln Lb npc
AAll branches have the same ω0ω0 = 0.31510−5047.274015
BAll branches have the same ω0 = 1ω0 = 1−5122.182014
CThe toothed whale branches, the branch leading to toothed whales, the baleen whale branches, and the ancestral branch leading to baleen whales have ω1; other branches have ω0ω0 = 0.15926, ω1 = 0.74234−5013.940916
DThe toothed whale branches, the branch leading to toothed whales, the baleen whale branches, and the ancestral branch leading to baleen whales have ω1 = 1; other branches have ω0ω0 = 0.15938 ω1 = 1−5015.893315
EThe whale branches and the ancestral branch leading to whales have the ω1; other branches have ω0ω0 = 0.12471 ω1 = 0.69721−5011.673316
FThe whale branches and the ancestral branch leading to whales have ω1 = 1; other branches have ω0ω0 = 0.12110 ω1 = 1−5014.681315
GEach branch has its own ωvariable ωd −5006.309927

The sequence data file, tree files, control files, and main result files for the codeml analyses were provided in Data S3.

The natural logarithm of the likelihood value.

Number of parameters.

See Figure 6B.

Table 5

Likelihood ratio tests of selective pressure on whale MOXD2 genea.

Models compared2Δ(ln L)b dfc P valueSignificance leveld
B vs A149.816011.90×10−34 ***
A vs C66.666313.22×10−16 ***
D vs C3.904910.04815*
C vs G15.2620110.1708ns
A vs E71.201413.22×10−17 ***
F vs E6.016110.01418*
E vs G10.7269110.4664ns

Models in Table 4 were compared using likelihood ratio test.

Twice the difference in log likelihood values between the two models compared.

Degree of freedom.

***, P<0.001; **, P<0.01; *, P<0.05; ns, not significant.

The sequence data file, tree files, control files, and main result files for the codeml analyses were provided in Data S3. The natural logarithm of the likelihood value. Number of parameters. See Figure 6B. Models in Table 4 were compared using likelihood ratio test. Twice the difference in log likelihood values between the two models compared. Degree of freedom. ***, P<0.001; **, P<0.01; *, P<0.05; ns, not significant. Because there were no shared mutations between the toothed whales and the baleen whales, we tested two hypotheses using separate two-ratio models (models C and E in Table 4). In model C, a uniform ω for the toothed whale branches, the ancestral branch leading to toothed whales, the baleen whale branches, and the ancestral branch leading to baleen whales (ω1) and for cow and pig branches and the ancestral branch leading to whales (ω0), respectively, was assumed. To examine whether the selection pressure was relaxed in the ancestral branch of both whale clades, we tested a two-ratio model (model E in Table 4) with the assumption of a uniform ω for all the whale branches and the ancestral branch leading to whales (ω1), and for other branches (pigs and cows) (ω0), respectively. In model C, ω0 was estimated to be 0.15926, while ω1 was estimated to be 0.74234, indicating that the selection pressure on MOXD2 of both whale clades was relaxed. This two-ratio model C fitted significantly better than the one-ratio model A (P = 3.22×10−16; A vs C in Table 5). When we tested another two-ratio model (model D in Table 4) that allowed ω1 (both whale clades, the ancestral branch leading to toothed whales, and the ancestral branch leading to baleen whales) to be fixed to 1, and used a uniform ω0 for other branches, we observed that this model was marginally significantly different from model C (P = 0.04815; D vs C in Table 5). An alternative model (model G in Table 4) in which ω was allowed to vary among branches was not significantly different from the two-ratio model C (P = 0.1708; C vs G in Table 5). Figure 6B shows ω estimated by the model G on each branch. In model E, ω0 and ω1 were estimated to be 0.12471 and 0.69721, respectively. This two-ratio model E was also significantly different from the one-ratio model A (P = 3.23×10−17; A vs E in Table 5), suggesting that selection pressure on MOXD2 in the ancestral branch leading to whales was also relaxed. Another two-ratio model (model F in Table 4) that allowed ω1 (all the whale branches and the ancestral branch leading to whales) to be fixed to 1, and used a uniform ω0 for other branches, was marginally significantly different from model E (P = 0.01418; F vs E in Table 5), implying that the selective pressure on ancestral whale MOXD2 was partially relaxed. Therefore, it was not clear whether the selection pressure on whale MOXD2 had become relaxed in the common whale ancestor, or independently in the toothed whale ancestor and the baleen whale ancestor. The relaxation of selection pressure may have occurred close to when the two whale clades diverged.

Discussion

When organisms adapt to a particular environment where some of their traits are no longer of use, selection pressure on those phenotypes become relaxed, and the associated genes are free to accumulate deleterious mutations [34], [35]. One example of this phenomenon is the diminishment of olfactory function in catarrhine primates and toothed whales [3], [7], [8]. In this study, we found that the MOXD2 gene was frequently inactivated and altered in catarrhines and whales, which may be associated with the evolution of olfaction in both clades. The MOXD2 gene, which is strongly expressed in the olfactory epithelium, has been proposed to be associated with olfactory function, although no direct evidence supporting this hypothesis has been established [14]. The loss of the MOXD2 gene in gibbons is concordant with the trend of pseudogenization of this gene in humans and orangutans. Human MOXD2 is inactive due to an exon deletion, and orangutan MOXD2 has multiple nonsense mutations. Likelihood ratio tests have suggested that selection pressure on western lowland gorilla MOXD2 might be relaxed. However, statistical analyses have implied that chimpanzee, bonobo, and Old World cercopithecine monkey MOXD2 genes are under selective constraint. Thus, it is highly likely that the MOXD2 gene became of no use in some-but not all-catarrhines, and as a result was inactivated during evolution. We hypothesize that loss of the MOXD2 gene, together with relaxed selection pressure on OR genes [4], may be associated with the altered olfaction in some catarrhines. Many mammals have secondarily returned to aquatic environments, and acquired adaptive molecular changes in many proteins during evolution [36]. Whales are adapted to a fully aquatic lifestyle, where the detection of airborne odorants is improbable. Indeed, the olfactory apparatus is greatly reduced in some baleen whales, and completely absent in toothed whales; consequently, many OR genes have become pseudogenized [7], [8]. In this study, we found that whale MOXD2 genes are not functional due to multiple deleterious mutations and gene deletion. We hypothesize that loss of MOXD2 genes in whales may be associated with altered olfaction concomitant with the evolution of a fully aquatic lifestyle. It was previously shown that functional OR gene composition in mammals is related to ecological adaptation [11]. Thus, functional OR gene repertoires are reduced in aquatic mammals. In this study, we identified MOXD2 in three aquatic mammalian species in addition to whale species, namely, the Weddell seal (Leptonychotes weddellii), the Pacific walrus (Odobenus rosmarus divergens), and the Florida manatee (Trichechus manatus latrirostris). The former two are partially aquatic and the latter is fully aquatic. Interestingly, the MOXD2 genes of these three species do not have any deleterious mutations, indicating that they might be functional. Inactivation of the transient receptor potential cation channel, subfamily C, member 2 (TRPC2) gene in mammalian species exhibits a similar pattern to that of the MOXD2 gene. The TRPC2 gene is expressed in the vomeronasal organ, and is a crucial component of pheromone transduction [37]. TRPC2 is a pseudogene in Old World monkeys and apes [38], as well as in whales, including both baleen and toothed whales [39]. The TRPC2 gene is inactive in two partially aquatic mammals, the harbor seal (Phoca vitulina) and the river otter (Lutra lutra), but is intact in the California sea lion (Zalophus californianus), which are also partially aquatic, indicating that the gene was randomly lost in aquatic mammals. Frequent loss of genes expressed in olfactory epithelium (MOXD2) or vomeronasal organs (TRPC2) in catarrhines and whales further demonstrates the diminished olfactory function in these clades, as well as relaxed selection pressure on the associated genes.

Conclusions

In summary, we analyzed the MOXD2 genes from 64 mammalian species and identified loss-of-function mutations in humans, orangutans, gibbons, and whales (Figure 6). We hypothesize that the inactivation and alteration of the MOXD2 gene may be associated with the evolution of olfaction in catarrhine primates and whales. Molecular functional studies of the MOXD2 gene in model animals with highly sensitive olfaction, such as mice and dogs, may provide direct evidence of its role in olfaction. Multiple sequence alignment of MOXD2 protein sequences. Multiple sequence alignment was prepared using MUSCLE. Amino acid sequences that are the same as chimpanzees (Pan troglodytes) are marked by dots (.). Stop codons and alignment gaps are denoted by red asterisks (*) and hyphens (−), respectively. The human MOXD2 lacks the C-terminal region due to deletion of exons 12 and 13. The whale sequences were not included due to multiple disruptive mutations. ClustalW consensus labels are shown below sequences: asterisks (*), identical; colons (:), highly conserved; dots (.), moderately conserved. (PDF) Click here for additional data file. Sequence comparison of the chimpanzee ( ) and the northern white-cheeked gibbon ( ) gene loci. (A) Dot plot comparison of the chimpanzee (horizontal) and the northern white-cheeked gibbon (vertical) MOXD2 loci. In the northern white-cheeked gibbon, the MOXD2 genomic region was replaced with a translocated DNA segment (red box). The chimpanzee MOXD2 and PRSS58 genes are marked at the top with coding and non-coding regions (introns and untranslated regions) in green and yellow, respectively. A dotted horizontal line indicates a gap in the northern white-cheeked gibbon genome assembly “nomLeu3”. The left and the right alignment boundaries are marked by dotted blue boxes. (B, C) Alignments of chimpanzee and gibbon sequences for the left (B) and right boundaries (C). Identical residues between the two species are marked by vertical lines. The northern white-cheeked gibbon WGS trace data are in blue. The unaligned region is highlighted in red. Note that the boundary regions are supported by multiple trace data, indicating that MOXD2 deletion in the northern white-cheeked gibbon was not a result of erroneous assembly. (PDF) Click here for additional data file. Disruptive mutations in the genes of whales. Exon sequences of the pig (Sus scrofa), the cow (Bos taurus), the killer whale (Orcinus orca), the bottlenose dolphin (Tursiops truncatus), the finless porpoise (Neophocaena phocaenoides), the baiji (Lipotes vexillifer), the sperm whale (Physeter macrocephalus), the minke whale (Balaenoptera acutorostrata), and the fin whale (Balaenoptera physalus) MOXD2 genes are shown. Disruptive mutations are highlighted in red. Ancestral stop codons are highlighted in yellow. Coding and noncoding sequences are in uppercase and lowercase letters, respectively. (PDF) Click here for additional data file. Coding and protein sequences of genes. (PDF) Click here for additional data file. The sequence data file, tree files, control files, and main result files for the codeml analyses of catarrhine gene. (PDF) Click here for additional data file. The sequence data file, tree files, control files, and main result files for the codeml analyses of whale gene. (PDF) Click here for additional data file.
  68 in total

1.  Genome sequencing and comparison of two nonhuman primate animal models, the cynomolgus and Chinese rhesus macaques.

Authors:  Guangmei Yan; Guojie Zhang; Xiaodong Fang; Yanfeng Zhang; Cai Li; Fei Ling; David N Cooper; Qiye Li; Yan Li; Alain J van Gool; Hongli Du; Jiesi Chen; Ronghua Chen; Pei Zhang; Zhiyong Huang; John R Thompson; Yuhuan Meng; Yinqi Bai; Jufang Wang; Min Zhuo; Tao Wang; Ying Huang; Liqiong Wei; Jianwen Li; Zhiwen Wang; Haofu Hu; Pengcheng Yang; Liang Le; Peter D Stenson; Bo Li; Xiaoming Liu; Edward V Ball; Na An; Quanfei Huang; Yong Zhang; Wei Fan; Xiuqing Zhang; Yingrui Li; Wen Wang; Michael G Katze; Bing Su; Rasmus Nielsen; Huanming Yang; Jun Wang; Xiaoning Wang; Jian Wang
Journal:  Nat Biotechnol       Date:  2011-10-16       Impact factor: 54.908

2.  The sequence and de novo assembly of the giant panda genome.

Authors:  Ruiqiang Li; Wei Fan; Geng Tian; Hongmei Zhu; Lin He; Jing Cai; Quanfei Huang; Qingle Cai; Bo Li; Yinqi Bai; Zhihe Zhang; Yaping Zhang; Wen Wang; Jun Li; Fuwen Wei; Heng Li; Min Jian; Jianwen Li; Zhaolei Zhang; Rasmus Nielsen; Dawei Li; Wanjun Gu; Zhentao Yang; Zhaoling Xuan; Oliver A Ryder; Frederick Chi-Ching Leung; Yan Zhou; Jianjun Cao; Xiao Sun; Yonggui Fu; Xiaodong Fang; Xiaosen Guo; Bo Wang; Rong Hou; Fujun Shen; Bo Mu; Peixiang Ni; Runmao Lin; Wubin Qian; Guodong Wang; Chang Yu; Wenhui Nie; Jinhuan Wang; Zhigang Wu; Huiqing Liang; Jiumeng Min; Qi Wu; Shifeng Cheng; Jue Ruan; Mingwei Wang; Zhongbin Shi; Ming Wen; Binghang Liu; Xiaoli Ren; Huisong Zheng; Dong Dong; Kathleen Cook; Gao Shan; Hao Zhang; Carolin Kosiol; Xueying Xie; Zuhong Lu; Hancheng Zheng; Yingrui Li; Cynthia C Steiner; Tommy Tsan-Yuk Lam; Siyuan Lin; Qinghui Zhang; Guoqing Li; Jing Tian; Timing Gong; Hongde Liu; Dejin Zhang; Lin Fang; Chen Ye; Juanbin Zhang; Wenbo Hu; Anlong Xu; Yuanyuan Ren; Guojie Zhang; Michael W Bruford; Qibin Li; Lijia Ma; Yiran Guo; Na An; Yujie Hu; Yang Zheng; Yongyong Shi; Zhiqiang Li; Qing Liu; Yanling Chen; Jing Zhao; Ning Qu; Shancen Zhao; Feng Tian; Xiaoling Wang; Haiyin Wang; Lizhi Xu; Xiao Liu; Tomas Vinar; Yajun Wang; Tak-Wah Lam; Siu-Ming Yiu; Shiping Liu; Hemin Zhang; Desheng Li; Yan Huang; Xia Wang; Guohua Yang; Zhi Jiang; Junyi Wang; Nan Qin; Li Li; Jingxiang Li; Lars Bolund; Karsten Kristiansen; Gane Ka-Shu Wong; Maynard Olson; Xiuqing Zhang; Songgang Li; Huanming Yang; Jian Wang; Jun Wang
Journal:  Nature       Date:  2009-12-13       Impact factor: 49.962

3.  Genome sequence of the Brown Norway rat yields insights into mammalian evolution.

Authors:  Richard A Gibbs; George M Weinstock; Michael L Metzker; Donna M Muzny; Erica J Sodergren; Steven Scherer; Graham Scott; David Steffen; Kim C Worley; Paula E Burch; Geoffrey Okwuonu; Sandra Hines; Lora Lewis; Christine DeRamo; Oliver Delgado; Shannon Dugan-Rocha; George Miner; Margaret Morgan; Alicia Hawes; Rachel Gill; Robert A Holt; Mark D Adams; Peter G Amanatides; Holly Baden-Tillson; Mary Barnstead; Soo Chin; Cheryl A Evans; Steve Ferriera; Carl Fosler; Anna Glodek; Zhiping Gu; Don Jennings; Cheryl L Kraft; Trixie Nguyen; Cynthia M Pfannkoch; Cynthia Sitter; Granger G Sutton; J Craig Venter; Trevor Woodage; Douglas Smith; Hong-Mei Lee; Erik Gustafson; Patrick Cahill; Arnold Kana; Lynn Doucette-Stamm; Keith Weinstock; Kim Fechtel; Robert B Weiss; Diane M Dunn; Eric D Green; Robert W Blakesley; Gerard G Bouffard; Pieter J De Jong; Kazutoyo Osoegawa; Baoli Zhu; Marco Marra; Jacqueline Schein; Ian Bosdet; Chris Fjell; Steven Jones; Martin Krzywinski; Carrie Mathewson; Asim Siddiqui; Natasja Wye; John McPherson; Shaying Zhao; Claire M Fraser; Jyoti Shetty; Sofiya Shatsman; Keita Geer; Yixin Chen; Sofyia Abramzon; William C Nierman; Paul H Havlak; Rui Chen; K James Durbin; Amy Egan; Yanru Ren; Xing-Zhi Song; Bingshan Li; Yue Liu; Xiang Qin; Simon Cawley; Kim C Worley; A J Cooney; Lisa M D'Souza; Kirt Martin; Jia Qian Wu; Manuel L Gonzalez-Garay; Andrew R Jackson; Kenneth J Kalafus; Michael P McLeod; Aleksandar Milosavljevic; Davinder Virk; Andrei Volkov; David A Wheeler; Zhengdong Zhang; Jeffrey A Bailey; Evan E Eichler; Eray Tuzun; Ewan Birney; Emmanuel Mongin; Abel Ureta-Vidal; Cara Woodwark; Evgeny Zdobnov; Peer Bork; Mikita Suyama; David Torrents; Marina Alexandersson; Barbara J Trask; Janet M Young; Hui Huang; Huajun Wang; Heming Xing; Sue Daniels; Darryl Gietzen; Jeanette Schmidt; Kristian Stevens; Ursula Vitt; Jim Wingrove; Francisco Camara; M Mar Albà; Josep F Abril; Roderic Guigo; Arian Smit; Inna Dubchak; Edward M Rubin; Olivier Couronne; Alexander Poliakov; Norbert Hübner; Detlev Ganten; Claudia Goesele; Oliver Hummel; Thomas Kreitler; Young-Ae Lee; Jan Monti; Herbert Schulz; Heike Zimdahl; Heinz Himmelbauer; Hans Lehrach; Howard J Jacob; Susan Bromberg; Jo Gullings-Handley; Michael I Jensen-Seaman; Anne E Kwitek; Jozef Lazar; Dean Pasko; Peter J Tonellato; Simon Twigger; Chris P Ponting; Jose M Duarte; Stephen Rice; Leo Goodstadt; Scott A Beatson; Richard D Emes; Eitan E Winter; Caleb Webber; Petra Brandt; Gerald Nyakatura; Margaret Adetobi; Francesca Chiaromonte; Laura Elnitski; Pallavi Eswara; Ross C Hardison; Minmei Hou; Diana Kolbe; Kateryna Makova; Webb Miller; Anton Nekrutenko; Cathy Riemer; Scott Schwartz; James Taylor; Shan Yang; Yi Zhang; Klaus Lindpaintner; T Dan Andrews; Mario Caccamo; Michele Clamp; Laura Clarke; Valerie Curwen; Richard Durbin; Eduardo Eyras; Stephen M Searle; Gregory M Cooper; Serafim Batzoglou; Michael Brudno; Arend Sidow; Eric A Stone; J Craig Venter; Bret A Payseur; Guillaume Bourque; Carlos López-Otín; Xose S Puente; Kushal Chakrabarti; Sourav Chatterji; Colin Dewey; Lior Pachter; Nicolas Bray; Von Bing Yap; Anat Caspi; Glenn Tesler; Pavel A Pevzner; David Haussler; Krishna M Roskin; Robert Baertsch; Hiram Clawson; Terrence S Furey; Angie S Hinrichs; Donna Karolchik; William J Kent; Kate R Rosenbloom; Heather Trumbower; Matt Weirauch; David N Cooper; Peter D Stenson; Bin Ma; Michael Brent; Manimozhiyan Arumugam; David Shteynberg; Richard R Copley; Martin S Taylor; Harold Riethman; Uma Mudunuri; Jane Peterson; Mark Guyer; Adam Felsenfeld; Susan Old; Stephen Mockrin; Francis Collins
Journal:  Nature       Date:  2004-04-01       Impact factor: 49.962

4.  Inactivation of MOXD2 and S100A15A by exon deletion during human evolution.

Authors:  Yoonsoo Hahn; Sangkyun Jeong; Byungkook Lee
Journal:  Mol Biol Evol       Date:  2007-07-21       Impact factor: 16.240

5.  Phylogenomic datasets provide both precision and accuracy in estimating the timescale of placental mammal phylogeny.

Authors:  Mario dos Reis; Jun Inoue; Masami Hasegawa; Robert J Asher; Philip C J Donoghue; Ziheng Yang
Journal:  Proc Biol Sci       Date:  2012-05-23       Impact factor: 5.349

6.  Genome of the marsupial Monodelphis domestica reveals innovation in non-coding sequences.

Authors:  Tarjei S Mikkelsen; Matthew J Wakefield; Bronwen Aken; Chris T Amemiya; Jean L Chang; Shannon Duke; Manuel Garber; Andrew J Gentles; Leo Goodstadt; Andreas Heger; Jerzy Jurka; Michael Kamal; Evan Mauceli; Stephen M J Searle; Ted Sharpe; Michelle L Baker; Mark A Batzer; Panayiotis V Benos; Katherine Belov; Michele Clamp; April Cook; James Cuff; Radhika Das; Lance Davidow; Janine E Deakin; Melissa J Fazzari; Jacob L Glass; Manfred Grabherr; John M Greally; Wanjun Gu; Timothy A Hore; Gavin A Huttley; Michael Kleber; Randy L Jirtle; Edda Koina; Jeannie T Lee; Shaun Mahony; Marco A Marra; Robert D Miller; Robert D Nicholls; Mayumi Oda; Anthony T Papenfuss; Zuly E Parra; David D Pollock; David A Ray; Jacqueline E Schein; Terence P Speed; Katherine Thompson; John L VandeBerg; Claire M Wade; Jerilyn A Walker; Paul D Waters; Caleb Webber; Jennifer R Weidman; Xiaohui Xie; Michael C Zody; Jennifer A Marshall Graves; Chris P Ponting; Matthew Breen; Paul B Samollow; Eric S Lander; Kerstin Lindblad-Toh
Journal:  Nature       Date:  2007-05-10       Impact factor: 49.962

7.  The Pfam protein families database.

Authors:  Marco Punta; Penny C Coggill; Ruth Y Eberhardt; Jaina Mistry; John Tate; Chris Boursnell; Ningze Pang; Kristoffer Forslund; Goran Ceric; Jody Clements; Andreas Heger; Liisa Holm; Erik L L Sonnhammer; Sean R Eddy; Alex Bateman; Robert D Finn
Journal:  Nucleic Acids Res       Date:  2011-11-29       Impact factor: 16.971

8.  The non-human primate reference transcriptome resource (NHPRTR) for comparative functional genomics.

Authors:  Lenore Pipes; Sheng Li; Marjan Bozinoski; Robert Palermo; Xinxia Peng; Phillip Blood; Sara Kelly; Jeffrey M Weiss; Jean Thierry-Mieg; Danielle Thierry-Mieg; Paul Zumbo; Ronghua Chen; Gary P Schroth; Christopher E Mason; Michael G Katze
Journal:  Nucleic Acids Res       Date:  2012-11-29       Impact factor: 16.971

9.  Analyses of pig genomes provide insight into porcine demography and evolution.

Authors:  Martien A M Groenen; Alan L Archibald; Hirohide Uenishi; Christopher K Tuggle; Yasuhiro Takeuchi; Max F Rothschild; Claire Rogel-Gaillard; Chankyu Park; Denis Milan; Hendrik-Jan Megens; Shengting Li; Denis M Larkin; Heebal Kim; Laurent A F Frantz; Mario Caccamo; Hyeonju Ahn; Bronwen L Aken; Anna Anselmo; Christian Anthon; Loretta Auvil; Bouabid Badaoui; Craig W Beattie; Christian Bendixen; Daniel Berman; Frank Blecha; Jonas Blomberg; Lars Bolund; Mirte Bosse; Sara Botti; Zhan Bujie; Megan Bystrom; Boris Capitanu; Denise Carvalho-Silva; Patrick Chardon; Celine Chen; Ryan Cheng; Sang-Haeng Choi; William Chow; Richard C Clark; Christopher Clee; Richard P M A Crooijmans; Harry D Dawson; Patrice Dehais; Fioravante De Sapio; Bert Dibbits; Nizar Drou; Zhi-Qiang Du; Kellye Eversole; João Fadista; Susan Fairley; Thomas Faraut; Geoffrey J Faulkner; Katie E Fowler; Merete Fredholm; Eric Fritz; James G R Gilbert; Elisabetta Giuffra; Jan Gorodkin; Darren K Griffin; Jennifer L Harrow; Alexander Hayward; Kerstin Howe; Zhi-Liang Hu; Sean J Humphray; Toby Hunt; Henrik Hornshøj; Jin-Tae Jeon; Patric Jern; Matthew Jones; Jerzy Jurka; Hiroyuki Kanamori; Ronan Kapetanovic; Jaebum Kim; Jae-Hwan Kim; Kyu-Won Kim; Tae-Hun Kim; Greger Larson; Kyooyeol Lee; Kyung-Tai Lee; Richard Leggett; Harris A Lewin; Yingrui Li; Wansheng Liu; Jane E Loveland; Yao Lu; Joan K Lunney; Jian Ma; Ole Madsen; Katherine Mann; Lucy Matthews; Stuart McLaren; Takeya Morozumi; Michael P Murtaugh; Jitendra Narayan; Dinh Truong Nguyen; Peixiang Ni; Song-Jung Oh; Suneel Onteru; Frank Panitz; Eung-Woo Park; Hong-Seog Park; Geraldine Pascal; Yogesh Paudel; Miguel Perez-Enciso; Ricardo Ramirez-Gonzalez; James M Reecy; Sandra Rodriguez-Zas; Gary A Rohrer; Lauretta Rund; Yongming Sang; Kyle Schachtschneider; Joshua G Schraiber; John Schwartz; Linda Scobie; Carol Scott; Stephen Searle; Bertrand Servin; Bruce R Southey; Goran Sperber; Peter Stadler; Jonathan V Sweedler; Hakim Tafer; Bo Thomsen; Rashmi Wali; Jian Wang; Jun Wang; Simon White; Xun Xu; Martine Yerle; Guojie Zhang; Jianguo Zhang; Jie Zhang; Shuhong Zhao; Jane Rogers; Carol Churcher; Lawrence B Schook
Journal:  Nature       Date:  2012-11-15       Impact factor: 49.962

10.  Baiji genomes reveal low genetic variability and new insights into secondary aquatic adaptations.

Authors:  Xuming Zhou; Fengming Sun; Shixia Xu; Guangyi Fan; Kangli Zhu; Xin Liu; Yuan Chen; Chengcheng Shi; Yunxia Yang; Zhiyong Huang; Jing Chen; Haolong Hou; Xuejiang Guo; Wenbin Chen; Yuefeng Chen; Xiaohong Wang; Tian Lv; Dan Yang; Jiajian Zhou; Bangqing Huang; Zhengfei Wang; Wei Zhao; Ran Tian; Zhiqiang Xiong; Junxiao Xu; Xinming Liang; Bingyao Chen; Weiqing Liu; Junyi Wang; Shengkai Pan; Xiaodong Fang; Ming Li; Fuwen Wei; Xun Xu; Kaiya Zhou; Jun Wang; Guang Yang
Journal:  Nat Commun       Date:  2013       Impact factor: 14.919

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  5 in total

1.  A 3D transcriptomics atlas of the mouse nose sheds light on the anatomical logic of smell.

Authors:  Mayra L Ruiz Tejada Segura; Eman Abou Moussa; Elisa Garabello; Thiago S Nakahara; Melanie Makhlouf; Lisa S Mathew; Li Wang; Filippo Valle; Susie S Y Huang; Joel D Mainland; Michele Caselle; Matteo Osella; Stephan Lorenz; Johannes Reisert; Darren W Logan; Bettina Malnic; Antonio Scialdone; Luis R Saraiva
Journal:  Cell Rep       Date:  2022-03-22       Impact factor: 9.423

Review 2.  Loss of gene function and evolution of human phenotypes.

Authors:  Hye Ji Oh; Dongjin Choi; Chul Jun Goh; Yoonsoo Hahn
Journal:  BMB Rep       Date:  2015-07       Impact factor: 4.778

3.  The acquisition of novel N-glycosylation sites in conserved proteins during human evolution.

Authors:  Dong Seon Kim; Yoonsoo Hahn
Journal:  BMC Bioinformatics       Date:  2015-01-28       Impact factor: 3.169

4.  MOXD2, a Gene Possibly Associated with Olfaction, Is Frequently Inactivated in Birds.

Authors:  Chul Jun Goh; Dongjin Choi; Dong-Bin Park; Hyein Kim; Yoonsoo Hahn
Journal:  PLoS One       Date:  2016-04-13       Impact factor: 3.240

5.  The human olfactory transcriptome.

Authors:  Tsviya Olender; Ifat Keydar; Jayant M Pinto; Pavlo Tatarskyy; Anna Alkelai; Ming-Shan Chien; Simon Fishilevich; Diego Restrepo; Hiroaki Matsunami; Yoav Gilad; Doron Lancet
Journal:  BMC Genomics       Date:  2016-08-11       Impact factor: 3.969

  5 in total

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