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			<titleStmt><title level='a'>Molecular basis of hemoglobin adaptation in the high-flying bar-headed goose</title></titleStmt>
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				<publisher></publisher>
				<date>04/02/2018</date>
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				<bibl> 
					<idno type="par_id">10060667</idno>
					<idno type="doi">10.1371/journal.pgen.1007331</idno>
					<title level='j'>PLOS Genetics</title>
<idno>1553-7404</idno>
<biblScope unit="volume">14</biblScope>
<biblScope unit="issue">4</biblScope>					

					<author>Chandrasekhar Natarajan</author><author>Agnieszka Jendroszek</author><author>Amit Kumar</author><author>Roy E. Weber</author><author>Jeremy R. Tame</author><author>Angela Fago</author><author>Jay F. Storz</author><author>Jianzhi Zhang</author>
				</bibl>
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			<abstract><ab><![CDATA[During the adaptive evolution of a particular trait, some selectively fixed mutations may be directly causative and others may be purely compensatory. The relative contribution of these two classes of mutation to adaptive phenotypic evolution depends on the form and prevalence of mutational pleiotropy. To investigate the nature of adaptive substitutions and their pleiotropic effects, we used a protein engineering approach to characterize the molecular basis of hemoglobin (Hb) adaptation in the high-flying bar-headed goose (Anser indicus), a hypoxia-tolerant species renowned for its trans-Himalayan migratory flights. To test the effects of observed substitutions on evolutionarily relevant genetic backgrounds, we synthesized all possible genotypic intermediates in the line of descent connecting the wildtype barheaded goose genotype with the most recent common ancestor of bar-headed goose and its lowland relatives. Site-directed mutagenesis experiments revealed one major-effect mutation that significantly increased Hb-O 2 affinity on all possible genetic backgrounds. Two other mutations exhibited smaller average effect sizes and less additivity across backgrounds. One of the latter mutations produced a concomitant increase in the autoxidation rate, a deleterious side-effect that was fully compensated by a second-site mutation at a spatially proximal residue. The experiments revealed three key insights: (i) subtle, localized structural changes can produce large functional effects; (ii) relative effect sizes of functionaltering mutations may depend on the sequential order in which they occur; and (iii) compensation of deleterious pleiotropic effects may play an important role in the adaptive evolution of protein function.]]></ab></abstract>
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<div xmlns="http://www.tei-c.org/ns/1.0"><head>Introduction</head><p>During the adaptive evolution of a given trait, some of the selectively fixed mutations will be directly causative (contributing to the adaptive improvement of the trait itself) and some may be purely compensatory (alleviating problems that were created by initial attempts at solution).</p><p>Little is known about the relative contributions of these two types of substitution in adaptive phenotypic evolution and much depends on the prevalence and magnitude of antagonistic pleiotropy <ref type="bibr">[1]</ref><ref type="bibr">[2]</ref><ref type="bibr">[3]</ref><ref type="bibr">[4]</ref><ref type="bibr">[5]</ref><ref type="bibr">[6]</ref><ref type="bibr">[7]</ref><ref type="bibr">[8]</ref><ref type="bibr">[9]</ref>. If mutations that produce an adaptive improvement in one trait have adverse effects on other traits, then the fixation of such mutations will select for compensatory mutations to mitigate the deleterious side effects, and evolution will proceed as a 'two steps forward, one step back' process. In systems where it is possible to identify the complete set of potentially causative mutations that are associated with an adaptive change in phenotype, key insights could be obtained by using reverse genetics experiments to measure the direct effects of individual mutations on the selected phenotype in conjunction with assessments of mutational pleiotropy in the same genetic background.</p><p>To investigate the nature of adaptive mutations and their pleiotropic effects, we used a protein engineering approach to characterize the molecular basis of hemoglobin (Hb) adaptation in the high-flying bar-headed goose (Anser indicus). This hypoxia-tolerant species is renowned for its trans-Himalayan migratory flights <ref type="bibr">[10]</ref><ref type="bibr">[11]</ref><ref type="bibr">[12]</ref>, and its elevated Hb-O 2 affinity is thought to make a key contribution to its capacity for powered flight at extreme elevations of 6000-9000 m <ref type="bibr">[13]</ref><ref type="bibr">[14]</ref><ref type="bibr">[15]</ref><ref type="bibr">[16]</ref><ref type="bibr">[17]</ref><ref type="bibr">[18]</ref><ref type="bibr">[19]</ref><ref type="bibr">[20]</ref>. At such elevations, an increased Hb-O 2 affinity helps safeguard arterial O 2 saturation, thereby compensating for the low O 2 tension of inspired air. This can help sustain O 2 delivery to metabolizing tissues because if environmental hypoxia is sufficiently severe, the benefit of increasing pulmonary O 2 loading typically outweighs the cost associated with a lower O 2 unloading pressure in the systemic circulation <ref type="bibr">[21]</ref><ref type="bibr">[22]</ref><ref type="bibr">[23]</ref><ref type="bibr">[24]</ref>.</p><p>The Hb of birds and other jawed vertebrates is a heterotetramer consisting of two &#945;-chain and two &#946;-chain subunits. The Hb tetramer undergoes an oxygenation-linked transition in quaternary structure, whereby the two semi-rigid &#945; 1 &#946; 1 and &#945; 2 &#946; 2 dimers rotate around one another by 15&#730;during the reversible switch between the deoxy (low-affinity [T]) conformation and the oxy (high-affinity [R]) conformation <ref type="bibr">[25]</ref><ref type="bibr">[26]</ref><ref type="bibr">[27]</ref><ref type="bibr">[28]</ref>. Oxygenation-linked shifts in the T$R equilibrium govern the cooperativity of O 2 -binding and are central to Hb's role in respiratory gas transport.</p><p>The major Hb isoform of the bar-headed goose has an appreciably higher O 2 -affinity than that of the closely related greylag goose (Anser anser), a strictly lowland species <ref type="bibr">[13,</ref><ref type="bibr">29]</ref>. The major Hbs of the two species differ at five amino acid sites: three in the &#945; A -chain subunit and two in the &#946; A -chain subunit <ref type="bibr">[30,</ref><ref type="bibr">31]</ref>. Of these five amino acid differences, Perutz <ref type="bibr">[32]</ref> predicted that the Pro!Ala replacement at &#945;119 (&#945;P119A) is primarily responsible for the adaptive increase in Hb-O 2 affinity in bar-headed goose. This site is located at an intersubunit (&#945; 1 &#946; 1 /&#945; 2 &#946; 2 ) interface where the ancestral Pro &#945;119 forms a van der Waals contact with Met &#946;55 on the opposing subunit of the same &#945;&#946; dimer. Perutz predicted that the single &#945;P119A mutation would eliminate this intradimer contact, thereby destabilizing the T-state and shifting the conformational equilibrium in favor of the high-affinity R-state. Jessen et al. <ref type="bibr">[33]</ref> and Weber et al. <ref type="bibr">[34]</ref> tested Perutz's hypothesis using a protein engineering approach based on site-directed mutagenesis of recombinant human Hb, and their experiments confirmed the predicted mechanism.</p><p>As a result of these experiments, bar-headed goose Hb is often held up as an example of a biochemical adaptation that is attributable to a single, large-effect substitution <ref type="bibr">[35,</ref><ref type="bibr">36]</ref>. However, several key questions remain unanswered: Do the other substitutions also contribute to the change in Hb-O 2 affinity? If not, do they compensate for deleterious pleiotropic effects of the affinity-enhancing &#945;P119A substitution? Given that the substitutions in question involve closely linked sites in the same gene, another possibility is that neutral mutations at the other sites simply hitchhiked to fixation along with the positively selected mutation. Since the other substitutions in bar-headed goose Hb have not been tested, we do not know whether &#945;P119A accounts for all or most of the evolved change in O 2 affinity. Moreover, the original studies tested the effect of &#945;P119A by introducing the goose-specific amino acid state into recombinant human Hb <ref type="bibr">[33,</ref><ref type="bibr">34]</ref>. One potential problem with this type of 'horizontal' comparison-where residues are swapped between orthologous proteins of contemporary species-is that the focal mutation is introduced into a sequence context that is not evolutionarily relevant. If mutations have context-dependent effects, then introducing goose-specific substitutions into human Hb may not recapitulate the phenotypic effects of the mutations on the genetic background in which they actually occurred (i.e., in the ancestor of bar-headed goose). An alternative 'vertical' approach is to reconstruct and resurrect ancestral proteins to test the effects of historical mutations on the genetic background in which they actually occurred during evolution <ref type="bibr">[37,</ref><ref type="bibr">38]</ref>.</p><p>Here we revisit the functional evolution of bar-headed goose Hb, a classic text-book example of biochemical adaptation. We reconstructed the &#945; A -and &#946; A -chain Hb sequences of the most recent common ancestor of the bar-headed goose and its closest living relatives, all of which are lowland species in the genus Anser. After identifying the particular substitutions that are specific to bar-headed goose, we used a combinatorial approach to test the functional effects of each mutation in all possible multi-site combinations. To examine possible pleiotropic effects of causative mutations, we also measured several properties that potentially tradeoff with Hb-O 2 affinity: susceptibility to spontaneous heme oxidation (autoxidation rate), allosteric regulatory capacity (the sensitivity of Hb-O 2 affinity to modulation by anionic effectors), and various secondary and tertiary structural properties. Measuring the direct and indirect effects of these mutations enabled us to address two fundamental questions about molecular adaptation: (i) Do each of the mutations contribute to the increased Hb-O 2 affinity? If so, what are their relative effects? And (ii) Do function-altering mutations have deleterious pleiotropic effects on other aspects of protein structure or function? If so, are these effects compensated by mutations at other sites?</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Results and discussion</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Direction of amino acid substitutions</head><p>Using globin sequences from bar-headed goose, greylag goose, and other waterfowl species in the subfamily Anserinae, we reconstructed the &#945;and &#946;-chain sequences of the bar-headed goose/greylag goose ancestor, which we call 'AncAnser' because it represents the most recent common ancestor of all extant species in the genus Anser (Fig <ref type="figure">1A</ref>). The principle of parsimony clearly indicates that all three of the &#945;-chain substitutions that distinguish the Hbs of barheaded goose and greylag goose occurred in the bar-headed goose lineage (G&#945;18S, A&#945;63V, and &#945;P119A), whereas each of the two &#946;-globin substitutions occurred in the greylag goose lineage (&#946;T4S and &#946;D125E)(Fig 1A <ref type="figure"/>and<ref type="figure">1B</ref>).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Ancestral protein resurrection and functional testing</head><p>It is often implicitly assumed that the difference in Hb-O 2 affinity between bar-headed goose and greylag goose is attributable to a derived increase in Hb-O 2 affinity in the bar-headed Of the five amino acid substitutions that distinguish the Hbs of A. indicus and A. anser, parsimony indicates that three occurred on the branch leading to A. indicus (&#945;G18S, &#945;A63V, and &#945;P119A) and two occurred on the branch subtending the clade of all Anser species other than A. indicus (&#946;T4S and &#946;D125E). 'AncAnser' represents the reconstructed sequence of the A. indicus/A. anser common ancestor, which is also the most recent common ancestor of all extant species in the genus Anser. (B) Triangulated comparisons involving rHbs of bar-headed goose, greylag goose, and their reconstructed ancestor (AncAnser) reveal the polarity of changes in character state. Differences in Hb function between bar-headed goose and AncAnser reflect the net effect of three substitutions (&#945;G18S, &#945;A63V, and &#945;P119A) and differences between greylag goose and AncAnser reflect the net effect of two substitutions (&#946;T4S and &#946;D125E). All possible mutational intermediates connecting AncAnser with each of the two descendent species are shown to the side of each terminal branch (the sequential order of the substitutions is unknown, so the order in which they are shown on each terminal branch is arbitrary). <ref type="url">https://doi.org/10.1371/journal.pgen.1007331.g001</ref> </p><p>goose lineage <ref type="bibr">[14,</ref><ref type="bibr">35,</ref><ref type="bibr">36,</ref><ref type="bibr">39]</ref>. In principle, however, the pattern could be at least partly attributable to a derived reduction in Hb-O 2 affinity in the greylag goose lineage, even if &#945;P119A does account for the majority of the change in bar-headed goose. To resolve the polarity of character state change, we synthesized, purified, and functionally tested recombinant Hbs (rHbs) representing the wildtype Hb of bar-headed goose, the wildtype Hb of greylag goose, and the reconstructed Hb of their common ancestor, AncAnser. Functional differences between bar-headed goose and AncAnser rHbs reflect the net effect of three substitutions (&#945;G18S, &#945;A63V, and &#945;P119A) and differences between greylag goose and AncAnser reflect the net effect of two substitutions (&#946;T4S and &#946;D125E;</p><p>Since genetically based differences in Hb-O 2 affinity may be attributable to differences in intrinsic O 2 -affinity and/or changes in sensitivity to allosteric effectors in the red blood cell, we measured O 2 -equilibria of purified rHbs under four standardized treatments: (i) in the absence of allosteric effectors (stripped), (ii) in the presence of Cl -ions (added as KCl), (iii) in the presence of inositol hexaphosphate (IHP, a chemical analog of the endogenously produced inositol pentaphosphate), and (iv) in the simultaneous presence of KCl and IHP. This latter treatment is most relevant to in vivo conditions in avian red blood cells. In each treatment, we measured P 50 , the partial pressure of O 2 (PO 2 ) at which Hb is 50% saturated. To complement equilibrium measurements on the set of three rHbs and to gain further insight into functional mechanisms, we also performed stopped-flow kinetic experiments to estimate apparent O 2 dissociation rates under the same conditions.</p><p>The O 2 -equilibrium measurements confirmed the results of previous studies <ref type="bibr">[13,</ref><ref type="bibr">29]</ref> by demonstrating that the wildtype rHb of bar-headed goose has a higher intrinsic O 2 -affinity than that of greylag goose (as revealed by the lower P 50 for stripped Hb)(Fig 2A, Table <ref type="table">1</ref>). This difference persisted in the presence of Cl -ions (P 50(KCl) ), in the presence of IHP (P 50(IHP) ), and in the simultaneous presence of both anions (P 50(KCl+IHP) )(Fig 2A, Table <ref type="table">1</ref>). All rHbs exhibited cooperative O 2 -binding, as indicated by Hill coefficients (n 50 's) &gt;2 in the presence of IHP. The difference in Hb-O 2 affinity between bar-headed goose and greylag goose is mainly attributable to differences in intrinsic affinity, as there were no appreciable differences in sensitivities to allosteric effectors (Table <ref type="table">1</ref>). This is consistent with a previous report that native Hbs of barheaded goose and greylag goose have similarly high binding constants for inositol pentaphosphate <ref type="bibr">[29]</ref>. Pairwise comparisons between each of the two modern-day species and their reconstructed ancestor (AncAnser) revealed that the elevated Hb-O 2 affinity of the bar-headed goose is a derived character state. O 2 -equilibrium properties of greylag goose and AncAnser rHbs were generally very similar (Fig <ref type="figure">2A</ref>). The triangulated comparison involving rHbs from the two contemporary species (bar-headed goose and greylag goose) and their reconstructed ancestor (AncAnser) revealed that the observed difference in Hb-O 2 affinity (P 50(KCl+IHP) ) between bar-headed goose and greylag goose is mainly attributable to a derived increase in Hb-O 2 affinity in the bar-headed goose lineage, but it is also partly attributable to a derived reduction in Hb-O 2 affinity in the greylag goose lineage (Fig <ref type="figure">2A</ref>). This demonstrates the value of ancestral protein resurrection for inferring the direction and magnitude of historical evolutionary changes in character state.</p><p>Kinetic measurements demonstrated that the increased O 2 -affinity of bar-headed goose rHb is associated with a lower apparent rate of O 2 dissociation, k off (Fig <ref type="figure">2B</ref>) relative to the rHbs of both greylag goose and AncAnser.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Effects of individual substitutions in bar-headed goose Hb</head><p>In combination with the inferred history of sequence changes (Fig 1A <ref type="figure"/>and<ref type="figure">1B</ref>), the comparison between the rHbs of bar-headed goose and AncAnser indicates that the derived increase in Hb-O 2 affinity in bar-headed goose must be attributable to the independent or joint effects of the three substitutions at sites &#945;18, &#945;63, and &#945;119. To measure the effects of each individual mutation in all possible multi-site combinations, we used site-directed mutagenesis to synthesize each of the six possible mutational intermediates that connect the ancestral and descendant genotypes (Fig <ref type="figure">1B</ref>). In similar fashion, we synthesized each of the two possible mutational intermediates that connect AncAnser and the wildtype genotype of greylag goose (Fig <ref type="figure">1B</ref>).</p><p>The analysis of the bar-headed goose mutations on the AncAnser background revealed that mutations at each of the three &#945;-chain sites (&#945;G18S, &#945;A63V, and &#945;P119A) produced significant increases in intrinsic Hb-O 2 affinity (indicated by reductions in P 50(stripped) )(Fig <ref type="figure">3</ref>, Table <ref type="table">1</ref>). The P&#945;119A mutation had the largest effect on the ancestral background, producing an 18% reduction in P 50(stripped) (increase in intrinsic Hb-O 2 affinity). On the same background, &#945;G18S or &#945;A63V produced 7% and 14% reductions in P 50(stripped) , respectively. In the set of six (= 3!) possible mutational pathways connecting the low-affinity AncAnser genotype (GAP) and the high-affinity bar-headed goose genotype (SVA), the &#945;P119A mutation produced a significant increase in Hb-O 2 affinity on each of four possible backgrounds (corresponding to the first step in the pathway, two alternative second steps, and the third step; Fig <ref type="figure">3</ref>). When tested on identical backgrounds, &#945;P119A invariably produced a larger increase in intrinsic Hb-O 2 affinity than either &#945;G18S or &#945;A63V. Nonetheless, of the six possible forward pathways connecting GAP and SVA, &#945;P119A had the largest effect in four pathways and &#945;A63V had the largest effect in the remaining two. The two pathways in which &#945;A63V had the largest effect were those in which it occurred as the first step. In fact, &#945;G18S or &#945;A63V only produced significant increases in Hb-O 2 affinity when they occurred as the first step. The effects of these two mutations were always smaller in magnitude when they occurred on backgrounds in which the derived Ala &#945;119 was present. In addition to differences in average effect size, &#945;P119A also exhibited a higher degree of additivity across backgrounds than the other two mutations. For example, the affinity-enhancing effect of &#945;P119A on the AncAnser background is mirrored by a similarly pronounced reduction in O 2 -affinity when the mutation is reverted on the wildtype bar-headed goose background (&#945;A119P). By contrast, forward and reverse mutations at &#945;18 and &#945;63 do not show the same symmetry of effect (S1 Fig).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Structural mechanisms underlying the evolved increase in Hb-O 2 affinity in bar-headed goose</head><p>Comparison of crystal structures for human and bar-headed goose Hbs <ref type="bibr">[40]</ref> revealed that each of the three bar-headed goose &#945;-chain substitutions have structurally localized effects. In the major bar-headed goose Hb isoform, Ser &#945;18 and Ala &#945;119 are located at the edges of the &#945; 1 &#946; 1 intradimer interface. As noted by Jessen et al. <ref type="bibr">[33]</ref>, the &#945;P119A mutation has very little effect on the main-chain formation and appears to exert its functional effect via the elimination of side chain contacts and increased backbone flexibility. With regard to the &#945;A63V mutation, the introduction of the valine side chain causes minor steric clashes with Gly 25 and Gly 59 of the same subunit (Fig <ref type="figure">4</ref>). This interaction may alter O 2 -affinity by impinging on the neighboring His &#945;58, the 'distal histidine' that stabilizes the &#945;-heme Fe-O 2 bond <ref type="bibr">[41]</ref><ref type="bibr">[42]</ref><ref type="bibr">[43]</ref><ref type="bibr">[44]</ref><ref type="bibr">[45]</ref><ref type="bibr">[46]</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Effects of individual substitutions in greylag goose Hb</head><p>Given that the AncAnser and greylag goose rHbs exhibit similar equilibrium and kinetic O 2binding properties (Fig 2 ), the two greylag goose substitutions (&#946;T4S and &#946;D125E) do not Table <ref type="table">1</ref>. O 2 affinities (P 50 , torr) and anion sensitivities (&#916;log P 50 ) of rHbs representing bar-headed goose, greylag goose, their reconstructed ancestor (AncAnser), and all possible mutational intermediates connecting AncAnser with each of the two descendant species. O 2 equilibria were measured in 0.1 mM Hepes buffer at pH 7.4 (&#177; 0.01) and 37&#730;C in the absence (stripped) and presence of Cl -ions (0.1 M KCl]) and IHP (at two-fold molar excess over tetrameric Hb). Anion sensitivities are indexed by the difference in log-transformed values of P 50 in the presence and absence of Cl -ions (KCl) and IHP. The higher the &#916;log P 50 value, the higher the sensitivity of Hb-O 2 affinity to the presence of a given anion or combination of anions. For the bar-headed goose mutants (all mutational intermediates between wildtype bar-headed goose and AncAnser), three-letter genotype codes denote amino acid states at &#945;18, &#945;63, and &#945;119 (amino acid abbreviations underlined in bold = derived [non-ancestral]). At these same three sites, AncAnser is 'GAP' the wildtype genotype of bar-headed goose is 'SVA'. For the greylag goose mutants (all mutational intermediates between wildtype greylag goose and AncAnser), two-letter genotype codes denote amino acid states at &#946;4 and &#946;125. At these same two sites, AncAnser is 'TD' the wildtype genotype of greylag goose is 'SE'. produce an appreciable net change in combination. Interestingly, however, each mutation by itself produces a slightly reduced sensitivity to IHP (Table <ref type="table">1</ref>), such that values of P 50(IHP) and P 50(KCl+IHP) for the single-mutant intermediates were lower than those for AncAnser and the wildtype genotype of greylag goose.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Mutational pleiotropy</head><p>Since amino acid mutations often affect multiple aspects of protein biochemistry <ref type="bibr">[47]</ref><ref type="bibr">[48]</ref><ref type="bibr">[49]</ref><ref type="bibr">[50]</ref>, it is of interest to test whether adaptive mutations that improve one aspect of protein function simultaneously compromise other properties. Amino acid mutations that alter the oxygenation properties of Hb often have pleiotropic effects on allosteric regulatory capacity, structural stability, and susceptibility to heme loss and/or heme oxidation <ref type="bibr">[51]</ref><ref type="bibr">[52]</ref><ref type="bibr">[53]</ref><ref type="bibr">[54]</ref><ref type="bibr">[55]</ref><ref type="bibr">[56]</ref><ref type="bibr">[57]</ref><ref type="bibr">[58]</ref>. Accordingly, we tested whether mutational changes in intrinsic O 2 -affinity are associated with potentially deleterious changes in other structural and functional properties. Analysis of the full set of bar-headed goose and greylag goose rHb mutants revealed modest variability in autoxidation rate (S2A Fig, Table <ref type="table">2</ref>). This property is physiologically relevant because oxidation of the ferrous (Fe 2+ ) heme iron to the ferric state (Fe 3+ ) releases superoxide (O 2 -) or perhydroxy (HO 2 &#8226;) radical, and prevents reversible Fe-O 2 binding, rendering Hb inoperative as an O 2 -transport molecule. Although mutational changes in intrinsic O 2 affinity (&#916;log P 50(stripped) ) were not significantly correlated with changes in autoxidation rate in the full dataset (r = -0.311), analysis of the bar-headed goose rHb mutants revealed a striking pairwise interaction between mutations at &#945;18 and &#945;63 (residues which are located within 7 &#197; of one another). The &#945;A63V mutation produced a significant &gt;2-fold increase in the autoxidation rate on backgrounds in which the ancestral Gly is present at &#945;18 (Fig 5 <ref type="figure">,</ref><ref type="figure">Table 2</ref>). The adjacent Val &#945;62 is highly conserved because it plays a critical role in restricting solvent access to the distal heme pocket, thereby preventing water-catalyzed rupture of the Fe-O 2 bond to release a superoxide ion <ref type="bibr">[58]</ref><ref type="bibr">[59]</ref><ref type="bibr">[60]</ref><ref type="bibr">[61]</ref>. An increase in side chain volume at &#945;63 may compromise this gating function, resulting in an increased susceptibility to heme oxidation. The increased autoxidation rate caused by &#945;A63V is fully compensated by &#945;G18S (  Introduction of the serine side chain at &#945;18 in bar-headed goose Hb forces this residue to undergo a peptide flip relative to human Hb, so the carbonyl oxygen points in the opposite direction. This unusual replacement at &#945;18 may be required to accommodate the bulkier Val side chain at &#945;63, thereby alleviating conformational stress. Site-directed mutagenesis experiments on mutant Hbs and myoglobins have documented a positive, linear correlation between log(P 50 ) and log(k auto ) <ref type="bibr">[58]</ref><ref type="bibr">[59]</ref><ref type="bibr">[60]</ref><ref type="bibr">[61]</ref>. The &#945;G18S and &#945;A63V mutations are therefore unusual Table <ref type="table">2</ref>. Autoxidation rates of rHbs representing bar-headed goose, greylag goose, their reconstructed ancestor (AncAnser), and all possible mutational intermediates connecting AncAnser with each of the two descendant species. For the bar-headed goose mutants (all mutational intermediates between wildtype bar-headed goose and AncAnser), three-letter genotype codes denote amino acid states at &#945;18, &#945;63, and &#945;119 (amino acid abbreviations underlined in bold = derived [non-ancestral]). At these same three sites, AncAnser is 'GAP' the wildtype genotype of bar-headed goose is 'SVA'. For the greylag goose mutants (all mutational intermediates between wildtype greylag goose and AncAnser), two-letter genotype codes denote amino acid states at &#946;4 and &#946;125. At these same two sites, AncAnser is 'TD' the wildtype genotype of greylag goose is 'SE'. Aside from the compensatory interaction between mutations at &#945;18 and &#945;63, we observed no evidence for trade-offs between O 2 -affinity and any of the other measured functional or structural properties. There were no significant correlations between &#916;log P 50(stripped) and changes in allosteric regulatory capacity (Table <ref type="table">1</ref>), as measured by sensitivity to Cl - (r = -0.534), IHP (r = -0.137), or both anions in combination (r = -0.300). The goose rHbs revealed no appreciable variation in &#945;-helical secondary structure as measured by circular dichroism spectroscopy (S2B Fig, <ref type="figure">S1 Table</ref>) and there were no significant correlations between &#916;log P 50(stripped) and changes in secondary structure over the physiological range (pH 6.5, r = -0.357; pH 7.5, r = -0.052). Likewise, the rHbs exhibited very little variation in the stability of tertiary structure as measured by UV-visible spectroscopy (S2C Fig, <ref type="figure">S2</ref> Table ) and there were no significant correlations between &#916;log P 50(stripped) and changes in stability over the physiological range (pH 6.5, r = -0.511; pH 7.5, r = -0.338). In summary, we found no evidence for pleiotropic trade-offs between intrinsic O 2 -affinity and any measured properties of Hb structure or function other than autoxidation rate.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Conclusions</head><p>We now return to the two questions we posed at the outset:</p><p>(1) Do each of the bar-headed goose substitutions contribute to the increased Hb-O 2 affinity? It depends on the order in which the substitutions occur. Our experiments demonstrated that the &#945;P119A mutation always produced a significant increase in intrinsic Hb-O 2 affinity regardless of the background in which it occurred. As documented previously <ref type="bibr">[33,</ref><ref type="bibr">34]</ref>, the &#945;P119A mutation also produces a significant affinity-enhancing effect on the far more divergent background of human Hb (which differs from bar-headed goose Hb at 89 of 267 amino acid sites in each &#945;&#946; half-molecule [33% divergence in protein sequence]). By contrast, &#945;G18S or &#945;A63V only produced significant affinity-enhancing effects when they occurred as the first step in the pathway (on the AncAnser background). If it was advantageous for the ancestor of today's bar-headed geese to have an increased Hb-O 2 affinity, our experiments suggest that any of the three &#945;-chain mutations alone would have conferred a beneficial effect, but only &#945;P119A would have produced the same effect after the other two had already fixed. This illustrates an important point about distributions of mutational effect sizes in adaptive walks: in the presence of epistasis, relative effect sizes may be highly dependent on the sequential order in which the substitutions occur.</p><p>(2) Do function-altering mutations have deleterious pleiotropic effects on other aspects of protein structure or function?</p><p>On the AncAnser background, the affinity-enhancing mutation, &#945;A63V, produces a pronounced increase in the autoxidation rate. This is consistent with the fact that engineered Hb and myoglobin mutants with altered affinities often exhibit increased autoxidation rates <ref type="bibr">[54,</ref><ref type="bibr">56,</ref><ref type="bibr">58,</ref><ref type="bibr">62]</ref>. In the case of bar-headed goose Hb, the increased autoxidation rate caused by &#945;A63V is completely compensated by a polarity-changing mutation at a spatially proximal site, &#945;G18S. This compensatory interaction suggests that the &#945;G18S mutation may have been fixed by selection not because it produced a beneficial main effect on Hb-O 2 affinity, but because it mitigated the deleterious pleiotropic effects of the affinity-altering &#945;A63V mutation. Alternatively, if &#945;G18S preceded &#945;A63V during the evolution of bar-headed goose Hb, then the (conditionally) deleterious side effects of &#945;A63V would not have been manifest.</p><p>Our experiments revealed no evidence to suggest that the affinity-altering &#945;P119A mutation perturbed other structural and functional properties of Hb. Data on natural and engineered human Hb mutants have provided important insights into structure-function relationships and the nature of trade-offs between different functional properties <ref type="bibr">[52,</ref><ref type="bibr">54,</ref><ref type="bibr">[56]</ref><ref type="bibr">[57]</ref><ref type="bibr">[58]</ref><ref type="bibr">63</ref>]. An important question concerns the extent to which function-altering spontaneous mutations are generally representative of those that eventually fix and contribute to divergence in protein function between species. There are good reasons to expect that the spectrum of pleiotropic effects among spontaneous mutations or low-frequency variants may be different from the spectrum of effects among evolutionary substitutions (mutations that passed through the filter of purifying selection and eventually increased to a frequency of 1.0) <ref type="bibr">[64]</ref>. The affinity-altering mutations that are most likely to fix (whether due to drift or positive selection) may be those that have minimal pleiotropic effects and therefore do not require compensatory mutations at other sites.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Materials and methods</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Sequence data</head><p>We took sequence data for the &#945; A -and &#946; A -globin genes of all waterfowl species from published sources <ref type="bibr">[30,</ref><ref type="bibr">31]</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Vector construction and site-directed mutagenesis</head><p>After optimizing nucleotide sequences of AncAnser &#945; A -and &#946; A -globin genes in accordance with E. coli codon preferences, we synthesized the &#945; A -&#946; A -globin cassette (Eurofins MWG Operon). We cloned the globin cassette into a custom pGM vector system <ref type="bibr">[65,</ref><ref type="bibr">66]</ref>, as described previously <ref type="bibr">[67]</ref><ref type="bibr">[68]</ref><ref type="bibr">[69]</ref><ref type="bibr">[70]</ref><ref type="bibr">[71]</ref><ref type="bibr">[72]</ref><ref type="bibr">[73]</ref><ref type="bibr">[74]</ref>, and we then used site-directed mutagenesis to derive globin sequences of greylag goose, barheaded goose, and each of the mutational intermediates connecting these wildtype sequences with AncAnser. We conducted the codon mutagenesis using the QuikChange II XL Site-Directed Mutagenesis kit (Agilent Technologies) and we verified all codon changes by DNA sequencing.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Expression and purification of recombinant Hbs</head><p>We carried out recombinant Hb (rHb) expression in the E. coli JM109 (DE3) strain as described previously <ref type="bibr">[66]</ref>. To ensure the complete cleavage of N-terminal methionines from the nascent globin chains, we over-expressed methionine aminopeptidase (MAP) by co-transforming a plasmid (pCO-MAP) along with a kanamycin resistance gene <ref type="bibr">(48)</ref>. We then cotransformed the pGM and pCO-MAP plasmids and subjected them to dual selection in an LB agar plate containing ampicillin and kanamycin. We carried out the over expression of each rHb mutant in 1.5 L of TB medium.</p><p>We grew bacterial cells at 37&#730;C in an orbital shaker at 200 rpm until absorbance values reached 0.6 to 0.8 at 600 nm. We then induced the bacterial cultures with 0.2 mM IPTG and supplemented them with hemin (50 &#956;g/ml) and glucose (20 g/L). The bacterial culture conditions and the protocol for preparing cell lysates were described previously <ref type="bibr">[66]</ref>. We resuspended bacterial cells in lysis buffer (50 mM Tris, 1 mM EDTA, 0.5 mM DTT, pH 7.0) with lysozyme (1 mg/g wet cells) and incubated them in an ice bath for 30 min. Following sonication of the cells, we added 0.5-1.0% polyethyleneimine solution, and we then centrifuged the crude lysate at 13,000 rpm for 45 min at 4&#730;C.</p><p>We purified the rHbs by means of two-step ion-exchange chromatography. Using high-performance liquid chromatography (A &#168;kta start, GE Healthcare), we passed the samples through a cation exchange-column (SP-Sepharose) followed by passage through an anion-exchange column (Q-Sepharose). We subjected the clarified supernatant to overnight dialysis in Hepes buffer (20 mM Hepes with 0.5mM EDTA, 1 mM DTT, 0.5mM IHP, pH 7.0) at 4&#730;C. We used prepackaged SP-Sepharose columns (HiTrap SPHP, 5 mL, 17-516101; GE Healthcare) equilibrated with Hepes buffer (20 mM Hepes with 0.5mM EDTA, 1 mM DTT, 0.5mM IHP pH 7.0). After passing the samples through the column, we eluted the rHb solutions against a linear gradient of 0-1.0 M NaCl. After desalting the eluted samples, we performed an overnight dialysis against Tris buffer (20 mM Tris, 0.5mM EDTA, 1 mM DTT, pH 8.4) at 4&#730;C. We then passed the dialyzed samples through a pre-equilibrated Q-Sepharose column (HiTrap QHP, 1 mL, 17-5158-01; GE Healthcare) with Tris buffer (20 mM Tris, 0.5mM EDTA, 1 mM DTT, pH 8.4). We eluted the rHb samples with a linear gradient of 0-1.0 M NaCl. We then concentrated the samples and desalted them by means of overnight dialysis against 10 mM Hepes buffer (pH 7.4). We then stored the purified samples at -80&#730;C prior to the measurement of O 2 -equilibria and O 2 dissociation kinetics. We analyzed the purified rHb samples by means of sodium dodecyl sulphate (SDS) polyacrylamide gel electrophoresis and isoelectric focusing. After preparing rHb samples as oxyHb, deoxyHb, and carbonmonoxy derivatives, we measured absorbance at 450-600 nm to confirm the expected absorbance maxima.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Measurement of Hb-O 2 equilibria</head><p>Using purified rHb solutions (0.3 mM heme), we measured O 2 -equilibrium curves at 37&#730;C in 0.1 M Hepes buffer (pH 7.4) in the absence ('stripped') and presence of 0.1 M KCl and IHP (at two-fold molar excess over tetrameric Hb), and in the simultaneous presence of KCl and IHP. We measured O 2 -equilibria of 5 &#956;l thin-film samples in a modified diffusion chamber where absorption at 436 nm was monitored during stepwise changes in the equilibration of N 2 /O 2 gas mixtures generated by precision Wo &#168;sthoff mixing pumps <ref type="bibr">[75]</ref><ref type="bibr">[76]</ref><ref type="bibr">[77]</ref>. We estimated values of P </p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Measurement of Hb-O 2 dissociation kinetics</head><p>We determined apparent O 2 dissociation constants (k off ) of purified oxy rHbs at 37&#730;C using an OLIS RSM 1000 UV/Vis rapid-scanning stopped flow spectrophotometer (OLIS, Bogart, CA) equipped with an OLIS data collection software. Briefly, rHb (10 &#956;M heme) in 200 mM Hepes, pH 7.4, was mixed 1:1 with N 2 -equilibrated 200 mM Hepes, pH 7.4, containing 40 mM freshly dissolved sodium dithionite <ref type="bibr">[78]</ref>. We monitored absorbance at 431 nm as a function of time. All traces exhibited the best fit to a monoexponential function (r 2 &gt; 0.99).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Measurement of autoxidation rates</head><p>To estimate autoxidation rates, we treated purified rHb samples with potassium ferricyanide (K 3 [Fe(CN) 6 ]), and we then reduced rHbs to the ferrous (Fe 2+ ) state by treating the samples with sodium dithionite (Na 2 S 2 O 4 ). We removed the dithionite by means of chromatography (Sephadex G-50). For each rate measurement, we used 200 &#956;l of 20 &#956;M oxyHb in 100 mM potassium phosphate buffer, pH 7.0, containing 1 mM EDTA and 3 mM catalase and superoxide dismutase per mole oxyHb. To measure the spontaneous conversion of ferrous (Fe 2+ ) oxyHb to ferric (Fe 3+ ) metHb we recorded the absorbance spectrum at regular intervals over a 90 h period. We collected spectra between 400nm and 700nm using a BioTek Synergy2 multimode microplate reader (BioTek Instruments). We estimated autoxidation rates by plotting the A 541 /A 630 ratio (ratio of absorbances at 540nm and 630nm) vs time, using IGOR Pro 6.37 software (Wavemetrics). We used the exponential offset formula in IGOR to calculate the 50% absorbance per half-life (i.e., 0.5AU/half-life). Standard errors of the mean autoxidation rate were based on triplicate measurements of independently purified rHbs.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Measurements of secondary and tertiary structural properties</head><p>We assessed the pH-dependent stability of the rHbs by means of UV-visible spectroscopy. We prepared 20 mM filtered buffers spanning the pH range 2.0-11.0. We prepared 20 mM glycine-HCl for pH 2.0-3.5; 20 mM acetate for pH 4.0-5.5; 20 mM phosphate for pH 6.0-8.0; 20 mM glycine-NaOH for pH 8.5-10.0; 20 mM carbonate-NaOH for pH 10.5 and phosphate-NaOH for pH 11.0. We diluted the purified rHb samples in the pH-specific buffers to achieve uniform protein concentrations of 0.15 mg/ml. We incubated the samples for 3-4 h at 25&#730;C prior to spectroscopic measurements, and maintained this same temperature during the course of the experiments. We measured absorbance in the range 260-700 nm using a Cary Varian Bio100 UV-Vis spectrophotometer (Varian) with Quartz cuvettes, and used IGOR Pro 6.37 (WaveMetrics) to process the raw spectra. For the same set of rHbs, we tested for changes in secondary structure of the globin chains by measuring circular dichroism spectra on a JASCO J-815 spectropolarimeter using a quartz cell with a path length of 1 mm. We assessed changes in secondary structure by measuring molar ellipticity in the far UV region between 190 and 260 nm in three consecutive spectral scans per sample.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Structural modeling</head><p>We modelled structures of goose Hbs and the various mutational intermediates using the program COOT <ref type="bibr">[79]</ref>, based on the crystal structures of bar-headed goose Hb (PDB models 1hv4 and 1c40) <ref type="bibr">[40,</ref><ref type="bibr">80]</ref>, greylag goose Hb (PDB 1faw) <ref type="bibr">[81]</ref>, and human deoxyHb (PDB 2dn2).</p></div><note xmlns="http://www.tei-c.org/ns/1.0" place="foot" xml:id="foot_0"><p>PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007331 April 2, 2018</p></note>
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