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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2022.1069088</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Accelerated evolution of dim-light vision-related arrestin in deep-diving amniotes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Xin</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cui</surname>
<given-names>Yimeng</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Irwin</surname>
<given-names>David M.</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/895695/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Yang</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2048035/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>College of Life Sciences, Shaanxi Normal University</institution>, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Laboratory Medicine and Pathobiology, University of Toronto</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Chao Tong, University of Pennsylvania, United States</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Robert William Meredith, Montclair State University, United States; Muhua Wang, Sun Yat-sen University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Yang Liu, <email>yliu@snnu.edu.cn</email></corresp>
<fn id="fn0003" fn-type="other"><p>This article was submitted to Evolutionary and Population Genetics, a section of the journal Frontiers in Ecology and Evolution</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1069088</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Guo, Cui, Irwin and Liu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Guo, Cui, Irwin and Liu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Arrestins are key molecules involved in the signaling of light-sensation initiated by visual pigments in retinal photoreceptor cells. Vertebrate photoreceptor cells have two types of arrestins, rod arrestin, which is encoded by <italic>SAG</italic> and is expressed in both rods and cones, and cone arrestin, encoded by <italic>ARR3</italic> in cones. The arrestins can bind to visual pigments, and thus regulate either dim-light vision <italic>via</italic> interactions with rhodopsin or bright-light vision together with cone visual pigments. After adapting to terrestrial life, several amniote lineages independently went back to the sea and evolved deep-diving habits. Interestingly, the rhodopsins in these species exhibit specialized phenotypes responding to rapidly changing dim-light environments. However, little is known about whether their rod arrestin also experienced adaptive evolution associated with rhodopsin. Here, we collected <italic>SAG</italic> coding sequences from &#x003E;250 amniote species, and examined changes in selective pressure experienced by the sequences from deep-diving taxa. Divergent patterns of evolution of <italic>SAG</italic> were observed in the penguin, pinniped and cetacean clades, suggesting possible co-adaptation with rhodopsin. After verifying pseudogenes, the same analyses were performed for cone arrestin (<italic>ARR3</italic>) in deep-diving species and only sequences from cetacean species, and not pinnipeds or penguins, have experienced changed selection pressure compared to other species. Taken together, this evidence for changes in selective pressures acting upon arrestin genes strengthens the suggestion that rapid dim-light adaptation for deep-diving amniotes require <italic>SAG</italic>, but not <italic>ARR3</italic>.</p>
</abstract>
<kwd-group>
<kwd>vertebrates</kwd>
<kwd><italic>SAG</italic></kwd>
<kwd><italic>ARR3</italic></kwd>
<kwd>scotopic vision</kwd>
<kwd>molecular evolution</kwd>
<kwd>visual adaptation</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="44"/>
<page-count count="8"/>
<word-count count="5119"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Vision-related arrestins that are expressed in photoreceptor cells regulate both dim-light (rod arrestin, also called S-antigen, encoded by <italic>SAG</italic>) and bright-light (cone arrestin, encoded by <italic>ARR3</italic>) vision (<xref ref-type="bibr" rid="ref18">Lamb et al., 2018</xref>). Rod arrestin is expressed in both rod and cone photoreceptor cells, whereas cone arrestin is expressed at low levels in cone cells (<xref ref-type="bibr" rid="ref7">Craft et al., 1994</xref>; <xref ref-type="bibr" rid="ref4">Chan et al., 2007</xref>; <xref ref-type="bibr" rid="ref24">Nikonov et al., 2008</xref>). Except for much lower expression level compared with <italic>SAG</italic> (<xref ref-type="bibr" rid="ref4">Chan et al., 2007</xref>), there are also reports of the pseudogenization of <italic>ARR3</italic> in multiple mammalian lineages, including some fossorial, nocturnal and aquatic species living in low light environments (<xref ref-type="bibr" rid="ref44">Zhou et al., 2013</xref>; <xref ref-type="bibr" rid="ref10">Emerling and Springer, 2014</xref>; <xref ref-type="bibr" rid="ref14">Indrischek et al., 2017</xref>, <xref ref-type="bibr" rid="ref13">2022</xref>; <xref ref-type="bibr" rid="ref43">Zheng et al., 2022</xref>).</p>
<p>After binding to visual pigments (rhodopsin for dim-light vision and cone pigments for bright-light vision), which are light-sensing molecules in photoreceptor cells, arrestins terminate their ability to initiate phototransduction (<xref ref-type="bibr" rid="ref18">Lamb et al., 2018</xref>). Arrestins can slow the release rate of retinal during the Meta II stage, thus allowing the reduction of toxic all-trans-retinal and protect photoreceptor cells (<xref ref-type="bibr" rid="ref30">Sommer and Farrens, 2006</xref>; <xref ref-type="bibr" rid="ref31">Sommer et al., 2014</xref>). At the same time, by accelerating the decay of the longstanding Meta III state, arrestins can lead to faster visual pigment regeneration and rod dark adaptation (<xref ref-type="bibr" rid="ref11">Frederiksen et al., 2016</xref>). Moreover, visual arrestins have been reported to participate in other functions, such as the regulation of dopamine receptors in the circadian cycle (<xref ref-type="bibr" rid="ref8">Deming et al., 2015</xref>).</p>
<p>Several groups of amniotes, such as penguins, sea turtles, pinnipeds and cetaceans, have independently evolved a deep-diving ability, and correspondingly specialized vision (<xref ref-type="bibr" rid="ref19">Levenson and Schusterman, 1999</xref>; <xref ref-type="bibr" rid="ref15">Kr&#x00F6;ger and Katzir, 2008</xref>; <xref ref-type="bibr" rid="ref27">Reuter and Peichl, 2008</xref>). Some of these species, such as beaked whale and elephant seal (<xref ref-type="bibr" rid="ref28">Robinson et al., 2012</xref>; <xref ref-type="bibr" rid="ref2">Berrow et al., 2018</xref>), can dive deeper than 1,000&#x2009;m below sea level, into the aphotic zone (<xref ref-type="bibr" rid="ref34">Warrant and Locket, 2004</xref>), for predation. Interestingly, the dim-light visual pigment rhodopsin from these species have been reported to possess key phenotypic substitutions that allow fast retinal release rates, which could be adaptive for rapid dim-light sensing needed during diving (<xref ref-type="bibr" rid="ref38">Xia et al., 2021</xref>). Both adaptive and divergent evolution of <italic>SAG</italic> has been reported in birds, reptiles and mammals (<xref ref-type="bibr" rid="ref36">Wu et al., 2016</xref>, <xref ref-type="bibr" rid="ref37">2018</xref>; <xref ref-type="bibr" rid="ref29">Schott et al., 2019</xref>), including whales (<xref ref-type="bibr" rid="ref6">Chiu, 2019</xref>; <xref ref-type="bibr" rid="ref20">McGowen et al., 2020</xref>), however, the role of rod arrestin in dim-light adaptation in these deep-diving taxa has not been fully resolved. Here, we performed extensive sequence analyses of amniote <italic>SAG</italic> genes, as well as the cone arrestin gene <italic>ARR3</italic> for comparison, to determine whether adaptive evolution has occurred in rod arrestin sequences of deep-diving taxa.</p>
</sec>
<sec id="sec2" sec-type="methods">
<title>Materials and methods</title>
<sec id="sec3">
<title>Identification of <italic>SAG</italic> and <italic>ARR3</italic> coding sequences</title>
<p>Using human and chicken genes as queries, we obtained <italic>SAG</italic> and <italic>ARR3</italic> coding sequences from 257 amniote species (148 mammals, 90 birds and 19 reptiles) through BLAST searches of the GenBank database<xref rid="fn0004" ref-type="fn"><sup>1</sup></xref>. For deep-diving taxa, that is, penguins, sea turtles, pinnipeds and cetaceans, we also explored their available genome sequences to find additional coding sequences for <italic>SAG</italic> and <italic>ARR3</italic>. Sequence data for these two genes was obtained for a total of 21 penguins, 2 sea turtles, 10 pinnipeds and 27 cetaceans. The accession numbers for all of the identified amniote <italic>SAG</italic> and <italic>ARR3</italic> coding sequences are listed in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>.</p>
<p>For <italic>ARR3</italic>, 43 gene sequences possessing frame-shifting indels, pre-mature stop codons or large missing segments of their coding region were identified in mammalian species. Coding regions containing these mutations should encode malfunctioning proteins, and thus are considered to be candidate pseudogenes in this study. The key mutations were also confirmed using raw sequencing reads from the Sequence Read Archive database (<ext-link xlink:href="https://www.ncbi.nlm.nih.gov/sra/" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/sra/</ext-link>). For bats, we further explored all available genomes in the NCBI database and <italic>ARR3</italic> sequences from a total of 46 species were obtained, covering both echolocating and non-echolocating species. Detailed sequence data used for the verification of <italic>ARR3</italic> pseudogenes in mammals is presented in <xref ref-type="supplementary-material" rid="SM2">Supplementary Table S2</xref>.</p>
</sec>
<sec id="sec4">
<title>Tests of selection pressures</title>
<p>For the <italic>SAG</italic> gene, coding sequences from the Mammalia (148 species) and Sauria (109 from birds and reptiles) clades were separately aligned using ClustalW implemented in MEGA X (<xref ref-type="bibr" rid="ref16">Kumar et al., 2018</xref>). For <italic>ARR3</italic>, sequences from 105 mammals (excluding candidate pseudogenes) and 109 saurian species were also separately aligned. Species trees for both clades were based on information from TimeTree (<xref ref-type="bibr" rid="ref17">Kumar et al., 2017</xref>), with additional literature (<xref ref-type="bibr" rid="ref1">Banks et al., 2002</xref>; <xref ref-type="bibr" rid="ref12">Gavryushkina et al., 2017</xref>; <xref ref-type="bibr" rid="ref33">Upham et al., 2019</xref>) used to establish relationships for some unresolved taxa. Given our sequence alignments and species trees, we estimated the selection pressures acting on the <italic>SAG</italic> and <italic>ARR3</italic> genes in deep-diving species and their amniote relatives using the Codeml program (<xref ref-type="bibr" rid="ref40">Yang, 2007</xref>). The free-ratio model that allows independent <italic>&#x03C9;</italic> value (<italic>d</italic><sub>N</sub>/<italic>d</italic><sub>S</sub>) for each branch was used for both the Mammalia and Sauria clades. The one-ratio model that constrains <italic>&#x03C9;</italic> to the same value across all branches was also performed and compared to the free-ratio model by a likelihood ratio test (<xref ref-type="bibr" rid="ref39">Yang, 1998</xref>).</p>
<p>Lineage-specific selection tests were then conducted for the penguin, pinniped and cetacean clades. The two-ratio model, which allows different <italic>&#x03C9;</italic> values for the <italic>SAG</italic> gene from the focal deep-diving lineages and other lineages, was conducted and compared to the one-ratio model (<xref ref-type="bibr" rid="ref39">Yang, 1998</xref>). To identify any potentially positively selected site(s) in the <italic>SAG</italic> gene, branch-site model test 2 was applied to the focal ancestral branches leading to the three groups (<xref ref-type="bibr" rid="ref41">Zhang et al., 2005</xref>). Furthermore, clade model C was used to test whether the <italic>SAG</italic> gene from the whole clade of penguins, pinnipeds or cetaceans showed a different <italic>&#x03C9;</italic> value compared to other species, which was subsequently compared with the M2a_rel model by a likelihood ratio test (<xref ref-type="bibr" rid="ref3">Bielawski and Yang, 2004</xref>; <xref ref-type="bibr" rid="ref35">Weadick and Chang, 2012</xref>). As comparison to the <italic>SAG</italic> gene, the same lineage-specific analyses were also performed for the <italic>ARR3</italic> gene. For penguins, an alternative species tree (<xref ref-type="bibr" rid="ref25">Pan et al., 2019</xref>) was also used to perform clade model C for both the <italic>SAG</italic> and <italic>ARR3</italic> genes. For mammals, an additional clade model C test with the combined cetacean and pinniped <italic>SAG</italic> sequences together as foreground was conducted. In addition to the deep-diving taxa, we also tested the molecular evolution of the <italic>SAG</italic> and <italic>ARR3</italic> genes in the archosaur ancestor using both the two-ratio and the branch-site models (<xref ref-type="bibr" rid="ref39">Yang, 1998</xref>; <xref ref-type="bibr" rid="ref41">Zhang et al., 2005</xref>).</p>
</sec>
<sec id="sec5">
<title>Sliding window analysis</title>
<p>Using SWAAP software (<xref ref-type="bibr" rid="ref26">Pride, 2000</xref>), selection pressure was calculated along positions across the penguin, pinniped and cetacean <italic>SAG</italic> sequences to identify site-wise variations within each clade. The <italic>d</italic><sub>N</sub>/<italic>d</italic><sub>S</sub> values were calculated for each of the dataset, including <italic>SAG</italic> coding sequences from penguins, pinnipeds or cetaceans, according to Nei and Gojobori method (<xref ref-type="bibr" rid="ref22">1986</xref>). The window-size and step-size parameters were fixed at 45-bp and 9-bp for all calculations.</p>
</sec>
</sec>
<sec id="sec6">
<title>Results and discussion</title>
<p>After obtaining <italic>SAG</italic> and <italic>ARR3</italic> coding sequences from 257 amniotes, we identified additional <italic>ARR3</italic> genes, that were potential pseudogenes, from 43 mammal species, some of which had previously been reported, especially those in species with degraded color vision (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). In detail, <italic>ARR3</italic> candidate pseudogenes were identified in 6 cetaceans, 13 rodents, 3 sirenians, <italic>Loxodonta africana</italic>, <italic>Dasypus novemcinctus</italic>, <italic>Erinaceus europaeus</italic>, <italic>Sorex araneus</italic>, <italic>Condylura cristata</italic> and <italic>Manis javanica</italic> that have frame-shifting indel(s) and/or pre-mature stop codon in their coding regions. Additionally, gene sequences from <italic>Chrysochloris asiatica</italic>, <italic>Elephantulus edwardii</italic> and <italic>Sarcophilus harrisii</italic> contain missing exon(s) segments, and in a few species, including <italic>Choloepus didactylus</italic>, <italic>Echinops telfairi</italic>, <italic>Trichosurus vulpecula</italic> and <italic>Tachyglossus aculeatus</italic>, no evidence for the gene could be found (<xref ref-type="supplementary-material" rid="SM6">Supplementary Figure S1</xref>; <xref ref-type="supplementary-material" rid="SM2">Supplementary Table S2</xref>).</p>
<p>In cetaceans, apart from the reported losses of <italic>ARR3</italic> in <italic>Lipotes vexillifer</italic> and <italic>Physeter catodon</italic> (<xref ref-type="bibr" rid="ref44">Zhou et al., 2013</xref>; <xref ref-type="bibr" rid="ref20">McGowen et al., 2020</xref>), our searches revealed that the <italic>ARR3</italic> genes in <italic>Balaenoptera musculus</italic>, <italic>Kogia breviceps</italic>, <italic>Mesoplodon bidens</italic> and <italic>Ziphius cavirostris</italic> are likely pseudogenes. Notably, some of these species have also lost their <italic>SWS1</italic> and <italic>M/LWS</italic> opsin genes (<xref ref-type="bibr" rid="ref21">Meredith et al., 2013</xref>). In baleen whales, except <italic>Balaenoptera musculus</italic>, all three other species from this genus possess intact <italic>ARR3</italic> coding sequences. In another fully aquatic group Sirenia, we found that all three species, including the extinct <italic>Hydrodamalis gigas</italic> and the reported pseudogene in <italic>Trichechus manatus</italic> (<xref ref-type="bibr" rid="ref10">Emerling and Springer, 2014</xref>), have lost their <italic>ARR3</italic> gene, likely in their common ancestor as they share an inactivating mutation in exon 8 (<xref ref-type="supplementary-material" rid="SM6">Supplementary Figure S1</xref>). Given that dichromatic color vision exists in sirenians, in contrast to cetaceans and pinnipeds (<xref ref-type="bibr" rid="ref23">Newman and Robinson, 2006</xref>), the loss of <italic>ARR3</italic> in their cones is potentially compensated by the functional <italic>SAG</italic>, similar to the case in some other mammals (<xref ref-type="bibr" rid="ref10">Emerling and Springer, 2014</xref>).</p>
<p>Interestingly, we report that most echolocating bats also have candidate pseudogenized <italic>ARR3</italic> genes. We investigated a total of 46 bats and found that 35 species have likely lost this gene (7 of which need further verification), with almost all of them being echolocating bats (<xref rid="fig1" ref-type="fig">Figure 1</xref>). As two molossid species (<italic>Tadarida brasiliensis</italic> and <italic>Molossus molossus</italic>) have intact <italic>ARR3</italic> coding regions, the loss of <italic>ARR3</italic> in echolocating bats likely occurred multiple times. On the other hand, Old World fruit bats that do not have laryngeal echolocation generally have intact <italic>ARR3</italic> coding regions, with four species (especially <italic>Eonycteris spelaea</italic>) needing further verification. In addition to the evidence from opsin sequences (<xref ref-type="bibr" rid="ref42">Zhao et al., 2009</xref>), our findings for bat <italic>ARR3</italic> strengthens the link between visual gene loss and sensory trade-offs in bat vision and hearing.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Pseudogenization of <italic>ARR3</italic> in bats. Coding sequences of <italic>ARR3</italic> in both non-echolocating Old World fruit bats (brown background) and echolocating bats. Pseudogenes verified by examining raw sequencing data are shown as &#x201C;&#x03A8;,&#x201D; whereas potential pseudogenes without verification evidence are shown as &#x201C;&#x03A8;?&#x201D; and sequence of uncertain status as indicated by &#x201C;?&#x201D;. Reported pseudogenes are indicated by checkmarks (<xref ref-type="bibr" rid="ref13">Indrischek et al., 2022</xref>). Lengths of indels in exons are indicated by the black and red (frame-shifting) numbers, with &#x201C;&#x2013;&#x201D; indicating deletion and &#x201C;+&#x201D; insertion. Red asterisk (&#x002A;) indicates location of pre-mature stop codon. Losses of start or stop codons are indicated by red circles. Missing regions of partial exons are shown in gray and completely missing exons are indicated by &#x201C;/&#x201D;. Sequencing assembly gaps are shown as dashed lines.</p>
</caption>
<graphic xlink:href="fevo-10-1069088-g001.tif"/>
</fig>
<p>After excluding candidate pseudogenes, we estimated the selection pressure acting on <italic>SAG</italic> and <italic>ARR3</italic> genes across both mammals and saurians and tested for evidence of positive selection on <italic>SAG</italic> in deep-diving lineages. For the <italic>SAG</italic> gene, multiple lineages, in both Mammalia and Sauria, have <italic>&#x03C9;</italic> values greater than one when the free-ratio model was applied (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), suggesting potential positive selection. These lineages included the deep-diving penguins, pinnipeds and cetaceans, but not the sea turtles (<xref rid="fig2" ref-type="fig">Figures 2A</xref>,<xref rid="fig2" ref-type="fig">B</xref>). Varied site-wise selection pressures for the <italic>SAG</italic> sequences in the penguin, pinniped or cetacean clades suggest diversified evolution for their dim-light related arrestin in each of the groups (<xref rid="fig2" ref-type="fig">Figure 2C</xref>). However, in-depth lineage-specific branch-site and two-ratio model tests on the ancestral penguin, pinniped and cetacean lineages failed to obtain evidence for positively selected sites on these three ancestral lineages (<xref ref-type="supplementary-material" rid="SM3">Supplementary Table S3</xref>), with only the cetacean ancestral branch having significantly different selection pressure (<italic>p</italic>&#x2009;=&#x2009;0.02) from the background lineages (<xref rid="tab1" ref-type="table">Table 1</xref>). Interestingly, in addition to validated the reported divergent evolution found in cetacean <italic>SAG</italic> (<xref ref-type="bibr" rid="ref6">Chiu, 2019</xref>), clade model C tests further revealed that the <italic>SAG</italic> sequences from two other deep-diving groups also have significantly higher <italic>&#x03C9;</italic> values compared with non-deep-diving lineages (<xref rid="tab1" ref-type="table">Table 1</xref>; <xref ref-type="supplementary-material" rid="SM4">Supplementary Table S4</xref>). The divergent evolution of cetacean <italic>SAG</italic> has been suggested to be associated with their deep diving, and a key substitution (Q69R) has been verified for having a role in increasing the formation of rhodopsin Meta II (<xref ref-type="bibr" rid="ref6">Chiu, 2019</xref>). In addition to their specialized rhodopsins (significantly faster retinal release rates and possibly faster dark adaptation; <xref ref-type="bibr" rid="ref38">Xia et al., 2021</xref>; <xref ref-type="bibr" rid="ref9">Dungan and Chang, 2022</xref>), <italic>SAG</italic> could be another gene contributing to the acute dim-light vision of deep-diving species, by regulating Meta II formation and thus possibly accelerating the rod dark adaptation (<xref ref-type="bibr" rid="ref11">Frederiksen et al., 2016</xref>). Since the key substitution found in whales (<xref ref-type="bibr" rid="ref6">Chiu, 2019</xref>) is not shared with penguins and seals (<xref ref-type="supplementary-material" rid="SM7">Supplementary Figure S2</xref>), their potential fast adaptation to deep-diving visual perception <italic>via</italic> rod arrestin might be due to different molecular mechanisms.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Analysis of selection pressure acting upon <italic>SAG</italic> in amniotes. <bold>(A)</bold> Selective pressures of <italic>SAG</italic> in birds and relatives (Sauria), with the deep-diving penguins and sea turtles having a gray background. <italic>&#x03C9;</italic> values are shown on branches across the species tree, with the numbers of nonsynonymous and synonymous substitution listed in parentheses. Lineages having <italic>&#x03C9;</italic> values greater than one are highlighted in red. <bold>(B)</bold> <italic>&#x03C9;</italic> values for <italic>SAG</italic> in mammals. Deep-diving pinniped and cetacean species are shown in gray backgrounds. Branches with <italic>&#x03C9;</italic>&#x2009;&#x003E;&#x2009;1 are shown in red. <bold>(C)</bold> Sliding window analysis of <italic>SAG</italic> sequences from the penguin, pinniped or cetacean clades.</p>
</caption>
<graphic xlink:href="fevo-10-1069088-g002.tif"/>
</fig>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Tests for selection on <italic>SAG</italic> and <italic>ARR3</italic> genes in deep-diving clades.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Gene</th>
<th align="left" valign="top">Hypothesis</th>
<th align="center" valign="top"><italic>&#x2113;</italic></th>
<th align="left" valign="top">Estimated parameters</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char="." rowspan="2"><italic>SAG</italic></td>
<td align="char" valign="top" char="&#x00B1;">Two-ratio</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;20,458.75</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.25, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;0.51</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">0.124</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Penguin ancestor</bold></td>
</tr>
<tr>
<td/>
<td align="char" valign="top" char="&#x00B1;">One-ratio</td>
<td align="char" valign="top" char="&#x00B1;">&#x2212;20,459.93</td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.25</td>
<td/>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;">Clade model C</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;19,731.79</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.52, <italic>p</italic><sub>1</sub> =&#x2009;0.13, <italic>p</italic><sub>2</sub> =&#x2009;0.35</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">0.010&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Penguins</bold></td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.03, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, &#x03C9;<sub>2</sub> =&#x2009;0.31, &#x03C9;<sub>3</sub> =&#x2009;0.64</td>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">M2a_rel</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;19,735.11</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.51, <italic>p</italic><sub>1</sub> =&#x2009;0.13, <italic>p</italic><sub>2</sub> =&#x2009;0.36</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.03, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2</sub> =&#x2009;0.31</td>
</tr>
<tr>
<td align="char" valign="top" char="." rowspan="2"><italic>ARR3</italic></td>
<td align="char" valign="top" char="&#x00B1;">Two-ratio</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;20,433.89</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.09, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;0.2</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">0.054</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Penguin ancestor</bold></td>
</tr>
<tr>
<td/>
<td align="char" valign="top" char="&#x00B1;">One-ratio</td>
<td align="char" valign="top" char="&#x00B1;">&#x2212;20,435.74</td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.09</td>
<td/>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;">Clade model C</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;19,678.53</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.72, <italic>p</italic><sub>1</sub> =&#x2009;0.05, <italic>p</italic><sub>2</sub> =&#x2009;0.23</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">0.359</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Penguins</bold></td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.02, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, &#x03C9;<sub>2</sub> =&#x2009;0.23, &#x03C9;<sub>3</sub> =&#x2009;0.17</td>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">M2a_rel</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;19,678.95</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.72, <italic>p</italic><sub>1</sub> =&#x2009;0.05, <italic>p</italic><sub>2</sub> =&#x2009;0.23</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.02, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2</sub> =&#x2009;0.23</td>
</tr>
<tr>
<td align="char" valign="top" char="." rowspan="2"><italic>SAG</italic></td>
<td align="char" valign="top" char="&#x00B1;">Two-ratio</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;30,189.22</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.12, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;0.22</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">0.17</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Pinniped ancestor</bold></td>
</tr>
<tr>
<td/>
<td align="char" valign="top" char="&#x00B1;">One-ratio</td>
<td align="char" valign="top" char="&#x00B1;">&#x2212;30,190.16</td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.12</td>
<td/>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;">Clade model C</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;28,846.22</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.64, <italic>p</italic><sub>1</sub> =&#x2009;0.07, <italic>p</italic><sub>2</sub> =&#x2009;0.29</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x003C;0.001&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Pinnipeds</bold></td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.02, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, &#x03C9;<sub>2</sub> =&#x2009;0.24, &#x03C9;<sub>3</sub> =&#x2009;0.61</td>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">M2a_rel</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;28,852.81</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.64, <italic>p</italic><sub>1</sub> =&#x2009;0.07, <italic>p</italic><sub>2</sub> =&#x2009;0.29</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.02, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2</sub> =&#x2009;0.24</td>
</tr>
<tr>
<td align="char" valign="top" char="." rowspan="2"><italic>ARR3</italic></td>
<td align="char" valign="top" char="&#x00B1;">Two-ratio</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;15,954.44</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.25, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;0.17</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">0.584</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Pinniped ancestor</bold></td>
</tr>
<tr>
<td/>
<td align="char" valign="top" char="&#x00B1;">One-ratio</td>
<td align="char" valign="top" char="&#x00B1;">&#x2212;15,954.59</td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.25</td>
<td/>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;">Clade model C</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;15,534.88</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.51, <italic>p</italic><sub>1</sub> =&#x2009;0.14, <italic>p</italic><sub>2</sub> =&#x2009;0.35</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">0.173</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Pinnipeds</bold></td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.04, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, &#x03C9;<sub>2</sub> =&#x2009;0.3, &#x03C9;<sub>3</sub> =&#x2009;0.49</td>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">M2a_rel</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;15,535.81</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.5, <italic>p</italic><sub>1</sub> =&#x2009;0.14, <italic>p</italic><sub>2</sub> =&#x2009;0.35</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.04, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2</sub> =&#x2009;0.31</td>
</tr>
<tr>
<td align="char" valign="top" char="." rowspan="2"><italic>SAG</italic></td>
<td align="char" valign="top" char="&#x00B1;">Two-ratio</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;30,187.24</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.12, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;0.3</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">0.016&#x002A;</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Cetacean ancestor</bold></td>
</tr>
<tr>
<td/>
<td align="char" valign="top" char="&#x00B1;">One-ratio</td>
<td align="char" valign="top" char="&#x00B1;">&#x2212;30,190.16</td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.12</td>
<td/>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;">Clade model C</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;28,841.25</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.63, <italic>p</italic><sub>1</sub> =&#x2009;0.07, <italic>p</italic><sub>2</sub> =&#x2009;0.3</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x003C;0.001&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Cetaceans</bold></td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.02, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, &#x03C9;<sub>2</sub> =&#x2009;0.23, &#x03C9;<sub>3</sub> =&#x2009;0.5</td>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">M2a_rel</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;28,852.81</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.64, <italic>p</italic><sub>1</sub> =&#x2009;0.07, <italic>p</italic><sub>2</sub> =&#x2009;0.29</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.02, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2</sub> =&#x2009;0.24</td>
</tr>
<tr>
<td align="char" valign="top" char="." rowspan="2"><italic>ARR3</italic></td>
<td align="char" valign="top" char="&#x00B1;">Two-ratio</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;15,954.5</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.25, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;0.2</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">0.671</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Cetacean ancestor</bold></td>
</tr>
<tr>
<td/>
<td align="char" valign="top" char="&#x00B1;">One-ratio</td>
<td align="char" valign="top" char="&#x00B1;">&#x2212;15,954.59</td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.25</td>
<td/>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;">Clade model C</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;15,518.72</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.34, <italic>p</italic><sub>1</sub> =&#x2009;0.14, <italic>p</italic><sub>2</sub> =&#x2009;0.52</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x003C;0.001&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><bold>Cetaceans</bold></td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.32, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, &#x03C9;<sub>2</sub> =&#x2009;0.04, &#x03C9;<sub>3</sub> =&#x2009;0.25</td>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">M2a_rel</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;15,535.81</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.5, <italic>p</italic><sub>1</sub> =&#x2009;0.14, <italic>p</italic><sub>2</sub> =&#x2009;0.35</td>
<td rowspan="2"/>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.04, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2</sub> =&#x2009;0.31</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>As a comparison to the findings for <italic>SAG</italic>, the same analyses were performed for the amniote <italic>ARR3</italic> genes, which show much lower levels of expression in cones than the <italic>SAG</italic> (<xref ref-type="bibr" rid="ref24">Nikonov et al., 2008</xref>). No evidence for positively selected sites in the ancestral lineages for deep-diving species was found for <italic>ARR3</italic> (<xref ref-type="supplementary-material" rid="SM3">Supplementary Table S3</xref>). Interestingly, <italic>ARR3</italic> sequences from both penguins and pinnipeds, but not cetaceans, had <italic>&#x03C9;</italic> values not significantly different from those from other lineages, adding further evidence that only dim-light vision, and not color vision, is the key factor for their acute visual perception during deep diving (<xref rid="tab1" ref-type="table">Table 1</xref>; <xref ref-type="supplementary-material" rid="SM5">Supplementary Table S5</xref>). For cetaceans, since <italic>ARR3</italic> pseudogenes were found in some species (<xref ref-type="supplementary-material" rid="SM6">Supplementary Figure S1</xref>), and they have experienced widespread losses of opsin and some other visual genes (<xref ref-type="bibr" rid="ref21">Meredith et al., 2013</xref>; <xref ref-type="bibr" rid="ref32">Springer et al., 2016</xref>; <xref ref-type="bibr" rid="ref20">McGowen et al., 2020</xref>), the significantly higher <italic>&#x03C9;</italic> value for the <italic>ARR3</italic> sequences is unlikely due to adaptation to color vision.</p>
<p>Apart from phenotypic evolution of rhodopsin in deep-diving vertebrates (<xref ref-type="bibr" rid="ref38">Xia et al., 2021</xref>), rhodopsin function has also been measured for the ancestor of Archosaur, which was shown to have a similar transducin activation rate as that of bovine rhodopsin (<xref ref-type="bibr" rid="ref5">Chang et al., 2002</xref>). We therefore carried out evolutionary analyses of the archosaur <italic>SAG</italic> and <italic>ARR3</italic> sequences to determine whether their visual arrestins experienced adaptive evolution. Interestingly, <italic>SAG</italic> showed signals for positive selection, but not <italic>ARR3</italic> (<xref rid="tab2" ref-type="table">Table 2</xref>), suggesting that their rod arrestin might be an important molecule involved in their rhodopsin-mediated adaptation to dim-light. The results from both deep-diving taxa and the archosaur ancestor suggest that <italic>SAG</italic> is a critical gene for dim-light adaptation, possibly aiding in responding speed to low light environments, although functional assays are essential to fully explain the adaptations.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Tests for selection on archosaur <italic>SAG</italic> and <italic>ARR3.</italic></p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Gene</th>
<th align="left" valign="top">Hypothesis</th>
<th align="center" valign="top"><italic>&#x2113;</italic></th>
<th align="left" valign="top">Estimated parameters</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char="."><italic>SAG</italic></td>
<td align="char" valign="top" char="&#x00B1;">One-ratio model</td>
<td align="char" valign="top" char="&#x00B1;">&#x2212;20,459.93</td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.25</td>
<td/>
</tr>
<tr>
<td/>
<td align="char" valign="top" char="&#x00B1;">Two-ratio for Archosauria</td>
<td align="char" valign="top" char="&#x00B1;">&#x2212;20,452.56</td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>1</sub> =&#x2009;0.24, <italic>&#x03C9;</italic><sub>2</sub> =&#x2009;&#x221E;</td>
<td align="char" valign="top" char="&#x00B1;">&#x003C;0.001&#x002A;&#x002A;</td>
</tr>
<tr>
<td rowspan="2"/>
<td align="char" valign="top" char="&#x00B1;">Two-ratio for Archosauria</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">&#x2212;20,454.15</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2"><italic>&#x03C9;</italic><sub>1</sub> =&#x2009;0.25, <italic>&#x03C9;</italic><sub>2</sub> =&#x2009;1</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="2">0.075</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;">(with <italic>&#x03C9;</italic> =&#x2009;1)</td>
</tr>
<tr>
<td rowspan="3"/>
<td align="char" valign="top" char="&#x00B1;">Branch-site null model for Archosauria</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="3">&#x2212;19,862.46</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.09, <italic>p</italic><sub>1</sub> =&#x2009;0.03, <italic>p</italic><sub>2a</sub> =&#x2009;0.64, <italic>p</italic><sub>2b</sub> =&#x2009;0.23</td>
<td rowspan="3"/>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;">(with <italic>&#x03C9;</italic> =&#x2009;1)</td>
<td align="char" valign="top" char="&#x00B1;">Background: <italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.09, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2a</sub> =&#x2009;0.09, <italic>&#x03C9;</italic><sub>2b</sub> =&#x2009;1</td>
</tr>
<tr>
<td/>
<td align="char" valign="top" char="&#x00B1;">Foreground: <italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.09, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2a</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2b</sub> =&#x2009;1</td>
</tr>
<tr>
<td rowspan="4"/>
<td align="char" valign="top" char="&#x00B1;" rowspan="4">Branch-site for Archosauria</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="4">&#x2212;19,860.15</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0.66, <italic>p</italic><sub>1</sub> =&#x2009;0.24, <italic>p</italic><sub>2a</sub> =&#x2009;0.08, <italic>p</italic><sub>2b</sub> =&#x2009;0.03</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="4">0.032&#x002A;</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;">Background: <italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.09, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2a</sub> =&#x2009;0.09, <italic>&#x03C9;</italic><sub>2b</sub> =&#x2009;1</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;">Foreground: <italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.09, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2a</sub> =&#x2009;&#x221E;, <italic>&#x03C9;</italic><sub>2b</sub> =&#x2009;&#x221E;</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;">Site(s) under positive selection: 29 &#x0026; 228</td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>ARR3</italic></td>
<td align="char" valign="top" char="&#x00B1;">One-ratio model</td>
<td align="char" valign="top" char="&#x00B1;">&#x2212;20,435.74</td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.09</td>
<td/>
</tr>
<tr>
<td/>
<td align="char" valign="top" char="&#x00B1;">Two-ratio for Archosauria</td>
<td align="char" valign="top" char="&#x00B1;">&#x2212;20,434.11</td>
<td align="char" valign="top" char="&#x00B1;"><italic>&#x03C9;</italic><sub>1</sub> =&#x2009;0.09, <italic>&#x03C9;</italic><sub>2</sub> =&#x2009;&#x221E;</td>
<td align="char" valign="top" char="&#x00B1;">0.071</td>
</tr>
<tr>
<td rowspan="3"/>
<td align="char" valign="top" char="&#x00B1;">Branch-site null model for Archosauria</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="3">&#x2212;19,920.48</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0, <italic>p</italic><sub>1</sub> =&#x2009;0, <italic>p</italic><sub>2a</sub> =&#x2009;0.88, <italic>p</italic><sub>2b</sub> =&#x2009;0.12</td>
<td rowspan="3"/>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;">(with <italic>&#x03C9;</italic> =&#x2009;1)</td>
<td align="char" valign="top" char="&#x00B1;">Background: <italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.05, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2a</sub> =&#x2009;0.05, <italic>&#x03C9;</italic><sub>2b</sub> =&#x2009;1</td>
</tr>
<tr>
<td/>
<td align="char" valign="top" char="&#x00B1;">Foreground: <italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.05, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2a</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2b</sub> =&#x2009;1</td>
</tr>
<tr>
<td rowspan="3"/>
<td align="char" valign="top" char="&#x00B1;" rowspan="3">Branch-site for Archosauria</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="3">&#x2212;19,920.47</td>
<td align="char" valign="top" char="&#x00B1;"><italic>p</italic><sub>0</sub> =&#x2009;0, <italic>p</italic><sub>1</sub> =&#x2009;0, <italic>p</italic><sub>2a</sub> =&#x2009;0.88, <italic>p</italic><sub>2b</sub> =&#x2009;0.12</td>
<td align="char" valign="top" char="&#x00B1;" rowspan="3">0.888</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;">Background: <italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.05, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2a</sub> =&#x2009;0.05, <italic>&#x03C9;</italic><sub>2b</sub> =&#x2009;1</td>
</tr>
<tr>
<td align="char" valign="top" char="&#x00B1;">Foreground: <italic>&#x03C9;</italic><sub>0</sub> =&#x2009;0.05, <italic>&#x03C9;</italic><sub>1</sub> =&#x2009;1, <italic>&#x03C9;</italic><sub>2a</sub> =&#x2009;15.66, <italic>&#x03C9;</italic><sub>2b</sub> =&#x2009;15.66</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec7" sec-type="conclusions">
<title>Conclusion</title>
<p>Widespread pseudogenization events were observed for mammalian <italic>ARR3</italic> genes, but not <italic>SAG</italic>, suggesting a stronger functional importance for rod arrestin. Thus, accelerated evolution of <italic>SAG</italic> in penguins, pinnipeds and cetaceans could be a visual adaptation for prey seeking in quickly changing dim-light environments due to deep dives. These findings add more evidence that in addition to the dim-light visual pigment rhodopsin, rod arrestin is another critical molecule underlying their unique dim-light adaptation. Furthermore, the finding of degenerated <italic>ARR3</italic> genes in echolocating bats and positive selection on <italic>SAG</italic> in the ancestral Archosaur suggests that the evolution of arrestins underly, at least in part, visual adaptations in diverse taxa.</p>
</sec>
<sec id="sec8" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="sec9">
<title>Author contributions</title>
<p>YL designed the study. XG, YC, and YL performed data analyses. XG, YC, DI, and YL wrote the paper. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec10" sec-type="funding-information">
<title>Funding</title>
<p>The study was supported by the Fundamental Research Funds for the Central Universities (GK202102006 and GK202107024 to YL and 2021CSLY017 to XG) and the Natural Science Basic Research Program of Shaanxi (2021JM-197 to YL).</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="sec12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fevo.2022.1069088/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fevo.2022.1069088/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Image_1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image_2.PDF" id="SM2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_1.PDF" id="SM3" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.PDF" id="SM4" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_3.PDF" id="SM5" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_4.PDF" id="SM6" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_5.PDF" id="SM7" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
</body>
<back>
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