<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell Dev. Biol.</journal-id>
<journal-title>Frontiers in Cell and Developmental Biology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell Dev. Biol.</abbrev-journal-title>
<issn pub-type="epub">2296-634X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcell.2020.00620</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cell and Developmental Biology</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Avian Pigment Pattern Formation: Developmental Control of Macro- (Across the Body) and Micro- (Within a Feather) Level of Pigment Patterns</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Inaba</surname> <given-names>Masafumi</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/783641/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Chuong</surname> <given-names>Cheng-Ming</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/887151/overview"/>
</contrib>
</contrib-group>
<aff><institution>Department of Pathology, Keck School of Medicine, University of Southern California</institution>, <addr-line>Los Angeles, CA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Ricardo Mallarino, Princeton University, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Evan P. Kingsley, Harvard Medical School, United States; Pedro Martinez, University of Barcelona, Spain</p></fn>
<corresp id="c001">&#x002A;Correspondence: Cheng-Ming Chuong, <email>cmchuong@usc.edu</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Evolutionary Developmental Biology, a section of the journal Frontiers in Cell and Developmental Biology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>07</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2020</year>
</pub-date>
<volume>8</volume>
<elocation-id>620</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>03</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>06</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2020 Inaba and Chuong.</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Inaba and Chuong</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>Animal color patterns are of interest to many fields, such as developmental biology, evolutionary biology, ethology, mathematical biology, bio-mimetics, etc. The skin provides easy access to experimentation and analysis enabling the developmental pigment patterning process to be analyzed at the cellular and molecular level. Studies in animals with distinct pigment patterns (such as zebrafish, horse, feline, etc.) have revealed some genetic information underlying color pattern formation. Yet, how the complex pigment patterns in diverse avian species are established remains an open question. Here we summarize recent progress. Avian plumage shows color patterns occurring at different spatial levels. The two main levels are macro- (across the body) and micro- (within a feather) pigment patterns. At the cellular level, colors are mainly produced by melanocytes generating eumelanin (black) and pheomelanin (yellow, orange). These melanin-based patterns are regulated by melanocyte migration, differentiation, cell death, and/or interaction with neighboring skin cells. In addition, non-melanin chemical pigments and structural colors add more colors to the available palette in different cell types or skin regions. We discuss classic and recent tissue transplantation experiments that explore the avian pigment patterning process and some potential molecular mechanisms. We find color patterns can be controlled autonomously by melanocytes but also non-autonomously by dermal cells. Complex plumage color patterns are generated by the combination of these multi-scale patterning mechanisms. These interactions can be further modulated by environmental factors such as sex hormones, which generate striking sexual dimorphic colors in avian integuments and can also be influenced by seasons and aging.</p>
</abstract>
<kwd-group>
<kwd>morphogenesis</kwd>
<kwd>melanocyte</kwd>
<kwd>regional specificity</kwd>
<kwd>integument</kwd>
<kwd>skin appendages</kwd>
<kwd>color</kwd>
<kwd>stripes</kwd>
<kwd>Evo-Devo</kwd>
</kwd-group>
<contract-num rid="cn001">AR 047364</contract-num>
<contract-num rid="cn001">AR 060306</contract-num>
<contract-num rid="cn002">LT001148/2015-L</contract-num>
<contract-sponsor id="cn001">National Institutes of Health<named-content content-type="fundref-id">10.13039/100000002</named-content></contract-sponsor>
<contract-sponsor id="cn002">Human Frontier Science Program<named-content content-type="fundref-id">10.13039/100004412</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="8"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>Many animals exhibit color patterns on their skin surface, which serve the function for inter- and intra-species communications. These patterns can be either highly vivid to draw attention from others in their local environment or drab to provide camouflage so they can blend into their environment. How these color patterns form is a fundamental question of scientific interest. Pigment patterns have been studied in different animals using different approaches. In zebrafish, relatively simple pigment patterns and strong genetics allowed scientists to discover genes related to pigment patterning and cell-cell interactions that govern patterning (<xref ref-type="bibr" rid="B44">Watanabe and Kondo, 2015</xref>; <xref ref-type="bibr" rid="B20">Irion et al., 2016</xref>; <xref ref-type="bibr" rid="B38">Patterson and Parichy, 2019</xref>). In mice, genetic studies have revealed many pigment-related mutants (<xref ref-type="bibr" rid="B3">Bennett and Lamoreux, 2003</xref>). Recent progress of genetic and genome-wide analysis led to the identification of several important genes involved in pigment patterning in non-model animals, such as the cheetah, horse, and chipmunks (<xref ref-type="bibr" rid="B23">Kaelin et al., 2012</xref>; <xref ref-type="bibr" rid="B16">Imsland et al., 2016</xref>; <xref ref-type="bibr" rid="B30">Mallarino et al., 2016</xref>).</p>
<p>Although the complex pigment patterns and accessibility for analyses make birds a fascinating model to study morphogenesis, little is known about patterning mechanisms. Here we summarize recent results from our and other&#x2019;s studies. Bird&#x2019;s colorations emerge in their skin and/or feathers as striped, spotted, and more complex patterns, which provide us with an excellent platform to study biological pattern formation. Birds have a variety of ways of producing colors (several types of pigments and structural color) as well as a multiscale hierarchy in their macro- (across body/domains) to micro- (within feathers) pattern distributions. The largest macro-pigment pattern covers the whole-body pattern (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Most birds exhibit a specific color on a specific region, such as the head, back, wing, and tail. This implies that a long-range patterning mechanism enables the specification of each domain across the whole body. Each domain often exhibits regular pigment patterns, such as stripes with different sizes (<xref ref-type="fig" rid="F1">Figure 1B</xref>). Lastly, the pigment patterns within a feather form micro-patterns (<xref ref-type="fig" rid="F1">Figure 1C</xref>). So far, many attempts to understand the mechanism of avian pigment patterning have been performed, especially in different domains and within feather patterns, from the viewpoint of genetics, developmental biology, or mathematical biology. Domestic fowl genetics has brought understanding into the molecular basis of pigmentation (<xref ref-type="bibr" rid="B24">Kerje et al., 2003</xref>; <xref ref-type="bibr" rid="B21">Ishishita et al., 2018</xref>; <xref ref-type="bibr" rid="B1">Andersson et al., 2020</xref>). Developmental biology approaches using transplantation of embryonic tissues have revealed the important interactions between pigment cells and skin tissues that contribute to pigment patterns (<xref ref-type="bibr" rid="B11">Haupaix et al., 2018</xref>; <xref ref-type="bibr" rid="B18">Inaba et al., 2019b</xref>). In this review, we discuss the known mechanisms of avian pigmentation and how the pigmentation is regulated to make spatial patterns at different scales (skin domain and feather level). We also present possible future directions that can help unravel the complex avian pigment patterns.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Macro- (across the body or within a skin domain) and micro (within a feather) color patterns in the bird. <bold>(A)</bold> Color patterns across the whole body. Upper: a male golden pheasant. Lower: a schematic drawing showing a typical whole color pattern in birds. <bold>(B)</bold> Pigment patterns within domains. Upper: pigment patterns on the head in an E12 Sicilian Buttercup chicken (SC) and E16 Mallard duck (MD). Lower: distinct pigment stripe patterns in E10 Japanese quail (JQ) back skin and E13 Bobwhite quail (BQ). <bold>(C)</bold> Diversity of pigment patterns within a feather. Photos by M. Inaba.</p></caption>
<graphic xlink:href="fcell-08-00620-g001.tif"/>
</fig>
</sec>
<sec id="S2">
<title>Molecular Mechanism of Colorations: Melanin, Non-Melanin Chemical Pigment, and Structural Colors</title>
<p>Bird colorations are derived from pigments and structural colors. The pigments are chemical substances that directly absorb and reflect specific wavelengths of light. Birds exploit different groups of pigments: melanins, produced by melanocytes, are the main determinant of the skin and feather color (<xref ref-type="bibr" rid="B9">Galv&#x00E1;n and Solano, 2016</xref>). There are two melanin types: eumelanin (black) and pheomelanin (yellow to orange). Switching melanin type and the regulation of melanin density play an important role in forming pigment patterns in a wide range of animals (<xref ref-type="bibr" rid="B15">Hoekstra, 2006</xref>). There are also chemical pigments that are not derived from melanocytes. The non-melanin pigments include carotenoids (yellow, orange, red, and purple), pterins (yellow and red), porphyrins (red, brown, and green), or psittacofulvins (yellow and red) (<xref ref-type="bibr" rid="B28">Lucas and Stettenheim, 1972</xref>; <xref ref-type="bibr" rid="B9">Galv&#x00E1;n and Solano, 2016</xref>; <xref ref-type="bibr" rid="B27">Lopes et al., 2016</xref>; <xref ref-type="bibr" rid="B7">Cooke et al., 2017</xref>).</p>
<p>In addition, structural colors are also important factors that confer shiny colors on birds. Generally, structural colors occur by the interaction of light with nanoscale structures, such as melanosomes or keratin filaments in feathers (<xref ref-type="bibr" rid="B48">Yoshioka and Kinoshita, 2002</xref>; <xref ref-type="bibr" rid="B50">Zi et al., 2003</xref>; <xref ref-type="bibr" rid="B29">Maia et al., 2012</xref>). A combination of chemical and structural colors can expand the variation of colors displayed as seen in parrots (<xref ref-type="bibr" rid="B7">Cooke et al., 2017</xref>). In this minireview, we will focus more on the control of melanin pigments.</p>
<p>In vertebrates, melanins are produced by melanocytes (<xref ref-type="bibr" rid="B41">Schartl et al., 2016</xref>). Melanocytes in the skin are derived from neural crest cells (NCCs), while those in the retina (retinal pigment epithelium) are derived from optic neuroepithelium. Melanocyte progenitor cells (melanoblasts) express microphthalmia-associated transcription factor (MITF), a master regulator of melanocyte development. During maturation, melanocytes express tyrosinase (TYR) and tyrosinase-related protein 1 (TYPR1), enzymes that produce melanin pigment. Melanocytes contain organelles called melanosomes where melanins are synthesized and accumulated. Mature melanosomes are transferred to adjacent keratinocytes through melanocyte dendrites. So far, different models of melanosome transfer have been proposed (<xref ref-type="bibr" rid="B47">Wu and Hammer, 2014</xref>). A recent study using live imaging of chicken embryonic skin revealed that melanosomes are transferred by vesicles derived from the melanocyte plasma membrane (<xref ref-type="bibr" rid="B42">Tadokoro et al., 2016</xref>).</p>
<p>The expression of melanins can be modulated by many factors. For hormonal regulation of melanogenesis, the melanocortin pathway has been well studied (<xref ref-type="bibr" rid="B46">Wolf Horrell et al., 2016</xref>). Melanocortins, including adrenocorticotropic hormone (ACTH) and several types of melanocyte-stimulating hormone (MSH), are produced in the pituitary gland and bind to the melanocortin 1 receptor (MC1R), which is a G protein-coupled receptor expressed by melanocytes. Binding of &#x03B1;MSH to the MC1R increases cellular cyclic adenosine monophosphate (cAMP), leading to eumelanin synthesis. The agouti signaling protein (ASIP) is a secreted peptide that inhibits MC1R signaling by antagonizing &#x03B1;MSH binding. Binding of ASIP to MC1R leads to preferential pheomelanin synthesis. Pheomelanin production also requires cysteine uptake into melanocytes via the xCT transporter (<xref ref-type="bibr" rid="B6">Chintala et al., 2005</xref>). Cysteine availability may be affected by environmental oxidative stress (<xref ref-type="bibr" rid="B8">Galv&#x00E1;n et al., 2017</xref>), leading to color changes. ASIP is preferentially expressed in the ventral skin, and its level and spatial domain can affect the survival fitness of wild animals (<xref ref-type="bibr" rid="B32">Millar et al., 1995</xref>; <xref ref-type="bibr" rid="B31">Manceau et al., 2011</xref>; <xref ref-type="bibr" rid="B4">Ceinos et al., 2015</xref>).</p>
</sec>
<sec id="S3">
<title>Macro-Patterns: Color Patterns Across the Whole Body and Within a Skin Domain</title>
<p>Bird pigment patterns across the whole body include stripes, spots, patches, or more complex patterns. This is achieved at the whole-body level (<xref ref-type="fig" rid="F1">Figure 1A</xref>), either by pigment patterns in a skin domain (<xref ref-type="fig" rid="F1">Figure 1B</xref>), within a feather (<xref ref-type="fig" rid="F1">Figure 1C</xref>), or a combination of these two locations. Here, we focus on the pigment pattern arising in the skin domain. Interestingly, striped patterns are the most prominent pigment patterns observed in the bird&#x2019;s skin domain. Stripes often emerge in embryonic skin domains, as seen in the head and back skin (<xref ref-type="fig" rid="F1">Figure 1B</xref>). The patterns of stripes vary among related species, implying that they share a common pattern control mechanism with minor genetic changes that function in a modulatory capacity.</p>
<p>Galliform birds such as guineafowl, pheasant, chicken, and quail often show stripe patterns on their back skin at embryonic and juvenile stages. During development, melanoblasts migrate along the dorsoventral pathway between the epidermis and dermis and eventually incorporate into the epidermal layer (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Prior to melanin synthesis, melanoblasts are committed to producing eumelanin, which is marked by expression of glutathione s-transferase (<xref ref-type="bibr" rid="B35">Nataf et al., 1993</xref>, <xref ref-type="bibr" rid="B34">1995</xref>; <xref ref-type="bibr" rid="B36">Niwa et al., 2002</xref>). While the mechanism of this specification has not been discerned yet, this process can be regulated by melanocytes autonomously or modulated by surrounding tissues. Therefore, the molecular mechanism of pigment patterning must clarify the role of each tissue in this process.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Putative molecular mechanisms in macro- and micro-pigment pattern formation. <bold>(A)</bold> The embryonic development of Japanese quail skin (Left). Neural crest cells (NCCs) delaminate from the dorsal part of the neural tube (NT). Some NCCs differentiate into melanoblasts and emigrate to their destination in the epidermis (Epi). A part of the somite (So) differentiates to dermis (Der). Dermal cells in the vicinity of melanocytes secrete ASIP to switch the melanin synthesis pathway from eumelanin to pheomelanin. Dermal cell&#x2013;melanocyte interactions confer striped pigment patterns (Lower) (<xref ref-type="bibr" rid="B11">Haupaix et al., 2018</xref>). In addition, melanocytes interact with each other via connexin40 (blue arrows) to refine the size of the pigmentation stripes (<xref ref-type="bibr" rid="B18">Inaba et al., 2019b</xref>). <bold>(B)</bold> Schematic drawing of a feather follicle. Melanocytes are located within barb ridges and transport its melanosome into adjacent keratinocytes (<xref ref-type="bibr" rid="B26">Lin et al., 2013</xref>). <bold>(C&#x2013;E)</bold> Schematic drawing showing that interactions between melanocytes and their environments (dermis/epidermis) form a variety of feather pigment patterns. <bold>(C)</bold> Melanocyte intrinsic banded pigment pattern. Cyclic maturation of the progenitor cells gives rise to banded pigment patterns on the feather vane. To accomplish this oscillation, negative feedback from mature melanocytes to active progenitors and transit amplifying cells (TA) is assumed. <bold>(D)</bold> Dermal cell instructive pigment pattern. ASIP is expressed in either side of the anterior or posterior pulp comprised of dermal cells, leading edge, or central pigmented patterns (<xref ref-type="bibr" rid="B26">Lin et al., 2013</xref>). <bold>(E)</bold> Feather keratinocytes can confer the pigmentation. MuPKS, polyketide synthase, is expressed in barb ridges and deposits yellow psittacofulvin pigments (<xref ref-type="bibr" rid="B7">Cooke et al., 2017</xref>).</p></caption>
<graphic xlink:href="fcell-08-00620-g002.tif"/>
</fig>
<p>Tissue interactions can be studied utilizing tissue grafting techniques between different avian species. In classical experiments using chicken-quail chimera, when Japanese quail neural crest was transplanted into White Leghorn chickens which show no pigmentation, a quail-like striped pigment pattern appeared in the host chicks (<xref ref-type="bibr" rid="B25">Kinutani and Le Douarin, 1985</xref>). This result suggests that melanocytes likely have information that guides pigment patterning. In another study, Japanese quail wing buds prior to melanocyte immigration were transplanted into guineafowl embryos (<xref ref-type="bibr" rid="B40">Richardson et al., 1991</xref>). This experiment placed guineafowl melanocytes surrounded by quail tissues (epidermis and dermis). The expected results predicted two possible outcomes: (1) if the host shows a guineafowl-like pigment pattern, it would suggest that melanocytes of different genotypes can respond differently to environmental cues shared among different species. (2) If the host shows a quail-like pigment pattern, it would suggest that a prepattern guiding pigment patterning is present in environmental tissues (epidermis or dermis). The result of this transplantation produced the latter result. Such hetero-species tissue recombination analysis should be valuable to identify the molecular cues needed for pigment patterning.</p>
<p>Recently, somite transplantation experiments among galliform birds showed that longitudinal stripe patterns developing on embryonic back skin correlated with dermal ASIP expression patterns. Hence, pigment stripe patterning was determined by the somite species of origin (<xref ref-type="bibr" rid="B11">Haupaix et al., 2018</xref>; <xref ref-type="bibr" rid="B12">Haupaix and Manceau, 2020</xref>) (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Loss-of-function mutant quails with a shortened ASIP expression period display a thinner yellow stripe width, whereas the gain-of-function mutant with a prolonged-expression period expands the yellow stripe width. Furthermore, by grafting Japanese quail somites into pheasant embryos, the quail specific ASIP expression pattern was found to be induced in the host. These results led the authors to suggest that the stripe pattern is determined by the regulation of ASIP in dermal cells derived from somites. Yet how these dermal cells generate the striped agouti expression pattern was not addressed yet.</p>
<p>Although somites can play an important role in bird stripe patterning, other tissues may contribute to the patterning in different ways. Quail melanocytes purified in <italic>in vitro</italic> culture were transplanted into White Leghorn chickens. Interestingly, host chickens initially express ASIP in longitudinal stripes but ASIP disappears soon after E6 (<xref ref-type="bibr" rid="B18">Inaba et al., 2019b</xref>). In the chicken host, quail melanocytes form periodic pigment patterns without directionality along the longitudinal axis. This suggests that melanocytes still have an ability to form periodic patterns autonomously but the stripe directionality is largely dependent on the striped ASIP expression pattern. The stripe width is regulated not only by levels of ASIP but also by melanocyte interactions in a connexin-dependent manner. Connexins can comprise gap junctions that directly connect neighboring cells, enabling cell&#x2013;cell communications via small molecules, such as ions and second messengers. Connexin40 is expressed in both eumelanin and pheomelanin producing melanocytes. Because the melanocytes contact each other in the skin with filopodia, connexin40 is expected to comprise gap junctional channels between melanocytes (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Over-expression of connexin40 in quail melanocytes leads to the expansion of yellow regions with a corresponding reduction of black regions. In contrast, inhibition of connexin40 by expressing a dominant negative form reduced the yellow and expanded the black regions.</p>
<p>It should be noted that the role of gap junctions in stripe patterning has been studied in zebrafish before. Zebrafish stripes are formed by pigment cell interactions that satisfy the Turing-type patterning (reaction-diffusion system) requirement (<xref ref-type="bibr" rid="B33">Nakamasu et al., 2009</xref>; <xref ref-type="bibr" rid="B19">Inaba et al., 2012</xref>; <xref ref-type="bibr" rid="B10">Hamada et al., 2014</xref>). A recent transgenic zebrafish study showed that unidirectional current flow between melanocytes mediated by gap junctions is sufficient to produce stripe patterning (<xref ref-type="bibr" rid="B43">Usui et al., 2019</xref>). In the future, it is important to understand how gap junction communication is involved in generating the self-organizing pigment patterning process.</p>
<p>Taken together, ASIP expression may present a prepattern that guides the global orientation of stripes, while self-organizing melanocytes involve the local patterning of stripes. Such global and local patterning mechanisms are often exploited combinatorially to achieve robust and plastic development, e.g., feather bud arrangement (<xref ref-type="bibr" rid="B2">Bailleul et al., 2019</xref>; <xref ref-type="bibr" rid="B14">Ho et al., 2019</xref>; <xref ref-type="bibr" rid="B17">Inaba et al., 2019a</xref>). In studying the patterning process, one has to bear in mind that both autonomous and non-autonomous mechanisms may be used together or in different contexts, and that a pattern (e.g., stripes) can be generated by multiple mechanisms.</p>
</sec>
<sec id="S4">
<title>Micro-Patterns: Color Patterns Within a Feather</title>
<p>Pigment patterning within a feather vane is fascinating, as spots, stripes, chevrons, rings, or combinations of these patterns can be formed (<xref ref-type="fig" rid="F1">Figure 1C</xref>). Although feathers are cyclically replaced to maintain their functions throughout a lifetime, they can retain identical pigment patterns in each feather generation. On the other hand, feather pigment patterns can be modulated in response to intrinsic and extrinsic factors. The feather pigment pattern varies depending on the characteristics of the region where feathers can grow (tract, pterylae). This suggests that the patterning mechanism is influenced by positional information that determines body regional specificity. Further, sexual maturation can alter feather morphology, texture, or pigment patterns to attract a mate. The sex hormones indeed determine the feather phenotypes; however, the molecular mechanisms that convert the hormonal signal to feather coloring remain to be elucidated (<xref ref-type="bibr" rid="B45">Widelitz et al., 2019</xref>).</p>
<p>To appreciate patterning within a feather, we need to appreciate the topology of the platform (<xref ref-type="bibr" rid="B28">Lucas and Stettenheim, 1972</xref>; <xref ref-type="bibr" rid="B49">Yu et al., 2004</xref>). The follicle structure (<xref ref-type="fig" rid="F2">Figure 2B</xref>) is formed by the invagination of feather primordia toward the dermal layer. The feather follicle epithelial sheet periodically invaginates along the circumference of the follicle, forming future feather branches called barb ridges. The anterior part of the epithelial sheet is specialized within the rachidial ridge for future feather shaft development. The follicles contain dermal cells: those in the distal follicle become pulp and those in the proximal follicle become the dermal papilla, which plays a critical role in feather regeneration. In the resting phase of feather development, melanoblasts are localized in the feather follicle papilla ectoderm. During the growth phase, melanoblasts are located at the lower bulge zone, close to the feather follicle base. Melanoblasts migrate upward into barb ridges and then differentiate into mature pigmented melanocytes (<xref ref-type="bibr" rid="B26">Lin et al., 2013</xref>). Mature melanocytes located in barb ridges transport their melanosomes to keratinocytes to form the micro-pigment patterns (<xref ref-type="bibr" rid="B28">Lucas and Stettenheim, 1972</xref>).</p>
<p>At least two major mechanisms to achieve unpigmented (white color) under the control of melanocyte activity have been investigated (<xref ref-type="bibr" rid="B26">Lin et al., 2013</xref>). The first is the presence/absence of melanoblasts. White Leghorn chickens completely lose the progenitor cells at a late stage of embryogenesis (<xref ref-type="bibr" rid="B22">Jimbow et al., 1974</xref>), resulting in entirely white feathers. When melanoblasts are controlled spatiotemporally, more complex pigment patterns emerge. Barred Plymouth Rock chickens, which have mutations in the tumor suppressor gene, CDKN2A (<xref ref-type="bibr" rid="B13">Hellstr&#x00F6;m et al., 2010</xref>), display banded pigment patterns. The cis-regulatory mutations upregulate the expression of CDKN2A, which leads to melanoblasts reduction, not apoptosis. The melanocyte maturation zone cyclically travels from the posterior to the anterior side during feather growth from the distal to the proximal end. This cyclic presence/absence of melanoblasts driven by a negative feedback system results in the black/white banded patterns oriented along the proximal-distal axis (<xref ref-type="fig" rid="F2">Figure 2C</xref>).</p>
<p>The second mechanism is the control of melanocyte melanin synthesis by adjacent dermal cells (<xref ref-type="fig" rid="F2">Figure 2D</xref>). The pulp derived from dermal cells heterogeneously expresses ASIP. When ASIP expression is localized in the anterior side of feather pulp, the central feather exhibits a white color while the feather edge displays a black color. How this polarized ASIP expression in pulp fibroblasts is regulated is unknown, but we know it is a sexually dimorphic process (<xref ref-type="bibr" rid="B26">Lin et al., 2013</xref>). Administration of estrogen to male chickens can induce a female-specific ASIP expression pattern that causes female-like pigmentation (<xref ref-type="bibr" rid="B37">Oribe et al., 2012</xref>). Through sex-hormone regulation, birds can reset feather colors and forms by molting and regenerating new feathers at different life stages (<xref ref-type="bibr" rid="B45">Widelitz et al., 2019</xref>).</p>
<p>In addition to the roles played by melanocytes and dermal cells, the keratinocytes also play a role in pigmentation (<xref ref-type="fig" rid="F2">Figure 2E</xref>). One example is polyketide synthase (MuPKS), an enzyme that produces yellow polyene pigments called psittacofulvins. MuPKS is expressed in keratinocytes of barb ridges during follicle formation, which confers yellow pigmentation on budgerigar feathers (<xref ref-type="bibr" rid="B7">Cooke et al., 2017</xref>).</p>
</sec>
<sec id="S5">
<title>Future Directions</title>
<p>Avian color patterns provide a wonderful patterning model that acts at different spatial scales (<xref ref-type="fig" rid="F1">Figure 1</xref>). In this minireview, we covered some classical studies, recent experiments examining tissue interactions, and lines of experimentation providing some molecular insights into pigment patterning (<xref ref-type="fig" rid="F2">Figure 2</xref>). With the advance of current technologies, we expect a new synthesis will help reveal the organizing principles of complex patterns. We think further advances will need to include the following approaches.</p>
<list list-type="simple">
<list-item>
<label>(1)</label>
<p>Cell and developmental biology approaches: More analyses of melanocyte stem cell status, proliferation, migration and differentiation, and their interactions with adjacent tissues within the embryo and regenerating feather follicles (<xref ref-type="bibr" rid="B26">Lin et al., 2013</xref>; <xref ref-type="bibr" rid="B12">Haupaix and Manceau, 2020</xref>) will help discern cellular mechanisms that underlie pigment patterning. This will also be aided by higher resolution time-lapse imaging analyses of cell interactive behaviors.</p>
</list-item>
<list-item>
<label>(2)</label>
<p>Systems biology approaches: Recent advances in the genome-wide analysis would enable us to detect more novel genes related to pigment patterns both from domestic and wild birds. Bulk and single-cell transcriptomics, ATAC, Chip-seq provide a new possibility to understand epigenetic changes and fate specification which can be further evaluated with promoter-reporter analyses for melanogenesis pathway members and factors that activate them.</p>
</list-item>
<list-item>
<label>(3)</label>
<p>Genetic approaches: Some chicken variants show unique color patterns and can provide clues to the patterning process (<xref ref-type="bibr" rid="B7">Cooke et al., 2017</xref>; <xref ref-type="bibr" rid="B1">Andersson et al., 2020</xref>).</p>
</list-item>
<list-item>
<label>(4)</label>
<p>Develop a biological database patterning model: Previously, mathematical modeling based on a reaction-diffusion system has provided diverse pigment patterns that simulate the real feather pigment patterns (<xref ref-type="bibr" rid="B39">Prum and Williamson, 2002</xref>). While mathematical models help to highlight possible patterning principles, it is important to examine the actual biological processes that generate pigment patterns and synthesize a model based on experimental results. With these investigations, we hope to advance our understanding of the development, regeneration, and evolution of feather forms and pigment patterns (<xref ref-type="bibr" rid="B5">Chen et al., 2015</xref>).</p>
</list-item>
</list>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>MI and C-MC wrote the review. MI made figures. Both authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="conf1">
<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>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This work was supported by NIH AR 047364 and AR 060306. MI was supported by the Human Frontier Science Program (LT001148/2015-L). The funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.</p>
</fn>
</fn-group>
<ack>
<p>We thank Dr. R. B. Widelitz for editing the text.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andersson</surname> <given-names>L.</given-names></name> <name><surname>Bed&#x2019;hom</surname> <given-names>B.</given-names></name> <name><surname>Chuong</surname> <given-names>C.-M.</given-names></name> <name><surname>Inaba</surname> <given-names>M.</given-names></name> <name><surname>Okimoto</surname> <given-names>R.</given-names></name> <name><surname>Tixier-Boichard</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). &#x201C;<article-title>The genetic basis for pigmentation phenotypes</article-title>,&#x201D; in <source><italic>Advances In Poultry Genetics And Genomics</italic></source>, <edition>1st Edn</edition>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Aggrey</surname> <given-names>S. E.</given-names></name> <name><surname>Zhou</surname> <given-names>H.</given-names></name> <name><surname>Tixier-Boichard</surname> <given-names>M.</given-names></name> <name><surname>Rhoads</surname> <given-names>D. D.</given-names></name></person-group> (<publisher-loc>Philadelphia</publisher-loc>: <publisher-name>Burleigh Dodds Science Publishing</publisher-name>).</citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bailleul</surname> <given-names>R.</given-names></name> <name><surname>Curantz</surname> <given-names>C.</given-names></name> <name><surname>Desmarquet-Trin Dinh</surname> <given-names>C.</given-names></name> <name><surname>Hidalgo</surname> <given-names>M.</given-names></name> <name><surname>Touboul</surname> <given-names>J.</given-names></name> <name><surname>Manceau</surname> <given-names>M.</given-names></name></person-group> (<year>2019</year>). <article-title>Symmetry breaking in the embryonic skin triggers directional and sequential plumage patterning.</article-title> <source><italic>PLoS Biol.</italic></source> <volume>17</volume>:<issue>e3000448</issue>. <pub-id pub-id-type="doi">10.1371/journal.pbio.3000448</pub-id> <pub-id pub-id-type="pmid">31577791</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bennett</surname> <given-names>D. C.</given-names></name> <name><surname>Lamoreux</surname> <given-names>M. L.</given-names></name></person-group> (<year>2003</year>). <article-title>The color loci of mice&#x2013;a genetic century.</article-title> <source><italic>Pigment. Cell Res.</italic></source> <volume>16</volume> <fpage>333</fpage>&#x2013;<lpage>344</lpage>. <pub-id pub-id-type="doi">10.1034/j.1600-0749.2003.00067.x</pub-id> <pub-id pub-id-type="pmid">12859616</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ceinos</surname> <given-names>R. M.</given-names></name> <name><surname>Guillot</surname> <given-names>R.</given-names></name> <name><surname>Kelsh</surname> <given-names>R. N.</given-names></name> <name><surname>Cerd&#x00E1;-Reverter</surname> <given-names>J. M.</given-names></name> <name><surname>Rotllant</surname> <given-names>J.</given-names></name></person-group> (<year>2015</year>). <article-title>Pigment patterns in adult fish result from superimposition of two largely independent pigmentation mechanisms.</article-title> <source><italic>Pigment Cell Melanoma Res.</italic></source> <volume>28</volume> <fpage>196</fpage>&#x2013;<lpage>209</lpage>. <pub-id pub-id-type="doi">10.1111/pcmr.12335</pub-id> <pub-id pub-id-type="pmid">25469713</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>C.-F.</given-names></name> <name><surname>Foley</surname> <given-names>J.</given-names></name> <name><surname>Tang</surname> <given-names>P.-C.</given-names></name> <name><surname>Li</surname> <given-names>A.</given-names></name> <name><surname>Jiang</surname> <given-names>T. X.</given-names></name> <name><surname>Wu</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Development, regeneration, and evolution of feathers.</article-title> <source><italic>Annu. Rev. Anim. Biosci.</italic></source> <volume>3</volume> <fpage>169</fpage>&#x2013;<lpage>195</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-animal-022513-114127</pub-id> <pub-id pub-id-type="pmid">25387232</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chintala</surname> <given-names>S.</given-names></name> <name><surname>Li</surname> <given-names>W.</given-names></name> <name><surname>Lamoreux</surname> <given-names>M. L.</given-names></name> <name><surname>Ito</surname> <given-names>S.</given-names></name> <name><surname>Wakamatsu</surname> <given-names>K.</given-names></name> <name><surname>Sviderskaya</surname> <given-names>E. V.</given-names></name><etal/></person-group> (<year>2005</year>). <article-title>Slc7a11 gene controls production of pheomelanin pigment and proliferation of cultured cells.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>102</volume> <fpage>10964</fpage>&#x2013;<lpage>10969</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0502856102</pub-id> <pub-id pub-id-type="pmid">16037214</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cooke</surname> <given-names>T. F.</given-names></name> <name><surname>Fischer</surname> <given-names>C. R.</given-names></name> <name><surname>Wu</surname> <given-names>P.</given-names></name> <name><surname>Jiang</surname> <given-names>T.-X.</given-names></name> <name><surname>Xie</surname> <given-names>K. T.</given-names></name> <name><surname>Kuo</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Genetic mapping and biochemical basis of yellow feather pigmentation in budgerigars.</article-title> <source><italic>Cell</italic></source> <volume>171</volume> <fpage>427.e2</fpage>&#x2013;<lpage>439.e2</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2017.08.016</pub-id> <pub-id pub-id-type="pmid">28985565</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Galv&#x00E1;n</surname> <given-names>I.</given-names></name> <name><surname>In&#x00E1;cio</surname> <given-names>&#x00C2;</given-names></name> <name><surname>Romero-Haro</surname> <given-names>A. A.</given-names></name> <name><surname>Alonso-Alvarez</surname> <given-names>C.</given-names></name></person-group> (<year>2017</year>). <article-title>Adaptive downregulation of pheomelanin-related Slc7a11 gene expression by environmentally induced oxidative stress.</article-title> <source><italic>Mol. Ecol.</italic></source> <volume>26</volume> <fpage>849</fpage>&#x2013;<lpage>858</lpage>. <pub-id pub-id-type="doi">10.1111/mec.13952</pub-id> <pub-id pub-id-type="pmid">27988976</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Galv&#x00E1;n</surname> <given-names>I.</given-names></name> <name><surname>Solano</surname> <given-names>F.</given-names></name></person-group> (<year>2016</year>). <article-title>Bird integumentary melanins: biosynthesis, forms, function and evolution.</article-title> <source><italic>Int. J. Mol. Sci.</italic></source> <volume>17</volume>:<issue>520</issue>. <pub-id pub-id-type="doi">10.3390/ijms17040520</pub-id> <pub-id pub-id-type="pmid">27070583</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hamada</surname> <given-names>H.</given-names></name> <name><surname>Watanabe</surname> <given-names>M.</given-names></name> <name><surname>Lau</surname> <given-names>H. E.</given-names></name> <name><surname>Nishida</surname> <given-names>T.</given-names></name> <name><surname>Hasegawa</surname> <given-names>T.</given-names></name> <name><surname>Parichy</surname> <given-names>D. M.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Involvement of Delta/Notch signaling in zebrafish adult pigment stripe patterning.</article-title> <source><italic>Development</italic></source> <volume>141</volume> <fpage>318</fpage>&#x2013;<lpage>324</lpage>. <pub-id pub-id-type="doi">10.1242/dev.099804</pub-id> <pub-id pub-id-type="pmid">24306107</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haupaix</surname> <given-names>N.</given-names></name> <name><surname>Curantz</surname> <given-names>C.</given-names></name> <name><surname>Bailleul</surname> <given-names>R.</given-names></name> <name><surname>Beck</surname> <given-names>S.</given-names></name> <name><surname>Robic</surname> <given-names>A.</given-names></name> <name><surname>Manceau</surname> <given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>The periodic coloration in birds forms through a prepattern of somite origin.</article-title> <source><italic>Science</italic></source> <volume>361</volume>:<issue>1216</issue>. <pub-id pub-id-type="doi">10.1126/science.aar4777</pub-id> <pub-id pub-id-type="pmid">30237324</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haupaix</surname> <given-names>N.</given-names></name> <name><surname>Manceau</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>The embryonic origin of periodic color patterns.</article-title> <source><italic>Dev. Biol.</italic></source> <volume>460</volume> <fpage>70</fpage>&#x2013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.1016/j.ydbio.2019.08.003</pub-id> <pub-id pub-id-type="pmid">31437441</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hellstr&#x00F6;m</surname> <given-names>A. R.</given-names></name> <name><surname>Sundstr&#x00F6;m</surname> <given-names>E.</given-names></name> <name><surname>Gunnarsson</surname> <given-names>U.</given-names></name> <name><surname>Bed&#x2019;Hom</surname> <given-names>B.</given-names></name> <name><surname>Tixier-Boichard</surname> <given-names>M.</given-names></name> <name><surname>Honaker</surname> <given-names>C. F.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>Sex-linked barring in chickens is controlled by the CDKN2A/B tumour suppressor locus.</article-title> <source><italic>Pigment Cell Melanoma Res.</italic></source> <volume>23</volume> <fpage>521</fpage>&#x2013;<lpage>530</lpage>. <pub-id pub-id-type="doi">10.1111/j.1755-148X.2010.00700.x</pub-id> <pub-id pub-id-type="pmid">20374521</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ho</surname> <given-names>W. K. W.</given-names></name> <name><surname>Freem</surname> <given-names>L.</given-names></name> <name><surname>Zhao</surname> <given-names>D.</given-names></name> <name><surname>Painter</surname> <given-names>K. J.</given-names></name> <name><surname>Woolley</surname> <given-names>T. E.</given-names></name> <name><surname>Gaffney</surname> <given-names>E. A.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Feather arrays are patterned by interacting signalling and cell density waves.</article-title> <source><italic>PLoS Biol.</italic></source> <volume>17</volume>:<issue>e3000132</issue>. <pub-id pub-id-type="doi">10.1371/journal.pbio.3000132</pub-id> <pub-id pub-id-type="pmid">30789897</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoekstra</surname> <given-names>H. E.</given-names></name></person-group> (<year>2006</year>). <article-title>Genetics, development and evolution of adaptive pigmentation in vertebrates.</article-title> <source><italic>Heredity</italic></source> <volume>97</volume> <fpage>222</fpage>&#x2013;<lpage>234</lpage>. <pub-id pub-id-type="doi">10.1038/sj.hdy.6800861</pub-id> <pub-id pub-id-type="pmid">16823403</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Imsland</surname> <given-names>F.</given-names></name> <name><surname>McGowan</surname> <given-names>K.</given-names></name> <name><surname>Rubin</surname> <given-names>C.-J.</given-names></name> <name><surname>Henegar</surname> <given-names>C.</given-names></name> <name><surname>Sundstr&#x00F6;m</surname> <given-names>E.</given-names></name> <name><surname>Berglund</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Regulatory mutations in TBX3 disrupt asymmetric hair pigmentation that underlies Dun camouflage color in horses.</article-title> <source><italic>Nat. Genet.</italic></source> <volume>48</volume> <fpage>152</fpage>&#x2013;<lpage>158</lpage>. <pub-id pub-id-type="doi">10.1038/ng.3475</pub-id> <pub-id pub-id-type="pmid">26691985</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Inaba</surname> <given-names>M.</given-names></name> <name><surname>Harn</surname> <given-names>H. I.-C.</given-names></name> <name><surname>Chuong</surname> <given-names>C.-M.</given-names></name></person-group> (<year>2019a</year>). <article-title>Turing patterning with and without a global wave.</article-title> <source><italic>PLoS Biol.</italic></source> <volume>17</volume>:<issue>e3000195</issue>. <pub-id pub-id-type="doi">10.1371/journal.pbio.3000195</pub-id> <pub-id pub-id-type="pmid">30908496</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Inaba</surname> <given-names>M.</given-names></name> <name><surname>Jiang</surname> <given-names>T.-X.</given-names></name> <name><surname>Liang</surname> <given-names>Y.-C.</given-names></name> <name><surname>Tsai</surname> <given-names>S.</given-names></name> <name><surname>Lai</surname> <given-names>Y.-C.</given-names></name> <name><surname>Widelitz</surname> <given-names>R. B.</given-names></name><etal/></person-group> (<year>2019b</year>). <article-title>Instructive role of melanocytes during pigment pattern formation of the avian skin.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>116</volume> <fpage>6884</fpage>&#x2013;<lpage>6890</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1816107116</pub-id> <pub-id pub-id-type="pmid">30886106</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Inaba</surname> <given-names>M.</given-names></name> <name><surname>Yamanaka</surname> <given-names>H.</given-names></name> <name><surname>Kondo</surname> <given-names>S.</given-names></name></person-group> (<year>2012</year>). <article-title>Pigment pattern formation by contact-dependent depolarization.</article-title> <source><italic>Science</italic></source> <volume>335</volume>:<issue>677</issue>. <pub-id pub-id-type="doi">10.1126/science.1212821</pub-id> <pub-id pub-id-type="pmid">22323812</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Irion</surname> <given-names>U.</given-names></name> <name><surname>Singh</surname> <given-names>A. P.</given-names></name> <name><surname>N&#x00FC;sslein-Volhard</surname> <given-names>C.</given-names></name></person-group> (<year>2016</year>). <article-title>The developmental genetics of vertebrate color pattern formation: lessons from zebrafish.</article-title> <source><italic>Curr. Top. Dev. Biol.</italic></source> <volume>117</volume> <fpage>141</fpage>&#x2013;<lpage>169</lpage>. <pub-id pub-id-type="doi">10.1016/bs.ctdb.2015.12.012</pub-id> <pub-id pub-id-type="pmid">26969976</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ishishita</surname> <given-names>S.</given-names></name> <name><surname>Takahashi</surname> <given-names>M.</given-names></name> <name><surname>Yamaguchi</surname> <given-names>K.</given-names></name> <name><surname>Kinoshita</surname> <given-names>K.</given-names></name> <name><surname>Nakano</surname> <given-names>M.</given-names></name> <name><surname>Nunome</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Nonsense mutation in PMEL is associated with yellowish plumage colour phenotype in Japanese quail.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>8</volume>:<issue>16732</issue>. <pub-id pub-id-type="doi">10.1038/s41598-018-34827-4</pub-id> <pub-id pub-id-type="pmid">30425278</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jimbow</surname> <given-names>K.</given-names></name> <name><surname>Szabo</surname> <given-names>G.</given-names></name> <name><surname>Fitzpatrick</surname> <given-names>T. B.</given-names></name></person-group> (<year>1974</year>). <article-title>Ultrastructural investigation of autophagocytosis of melanosomes and programmed death of melanocytes in White Leghorn feathers: a study of morphogenetic events leading to hypomelanosis.</article-title> <source><italic>Dev. Biol.</italic></source> <volume>36</volume> <fpage>8</fpage>&#x2013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1016/0012-1606(74)90187-0</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kaelin</surname> <given-names>C. B.</given-names></name> <name><surname>Xu</surname> <given-names>X.</given-names></name> <name><surname>Hong</surname> <given-names>L. Z.</given-names></name> <name><surname>David</surname> <given-names>V. A.</given-names></name> <name><surname>McGowan</surname> <given-names>K. A.</given-names></name> <name><surname>Schmidt-K&#x00FC;ntzel</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Specifying and sustaining pigmentation patterns in domestic and wild cats.</article-title> <source><italic>Science</italic></source> <volume>337</volume> <fpage>1536</fpage>&#x2013;<lpage>1541</lpage>. <pub-id pub-id-type="doi">10.1126/science.1220893</pub-id> <pub-id pub-id-type="pmid">22997338</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kerje</surname> <given-names>S.</given-names></name> <name><surname>Lind</surname> <given-names>J.</given-names></name> <name><surname>Sch&#x00FC;tz</surname> <given-names>K.</given-names></name> <name><surname>Jensen</surname> <given-names>P.</given-names></name> <name><surname>Andersson</surname> <given-names>L.</given-names></name></person-group> (<year>2003</year>). <article-title>Melanocortin 1-receptor (MC1R) mutations are associated with plumage colour in chicken.</article-title> <source><italic>Anim. Genet.</italic></source> <volume>34</volume> <fpage>241</fpage>&#x2013;<lpage>248</lpage>. <pub-id pub-id-type="doi">10.1046/j.1365-2052.2003.00991.x</pub-id> <pub-id pub-id-type="pmid">12873211</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kinutani</surname> <given-names>M.</given-names></name> <name><surname>Le Douarin</surname> <given-names>N. M.</given-names></name></person-group> (<year>1985</year>). <article-title>Avian spinal cord chimeras. I. Hatching ability and posthatching survival in homo- and heterospecific chimeras.</article-title> <source><italic>Dev. Biol.</italic></source> <volume>111</volume> <fpage>243</fpage>&#x2013;<lpage>255</lpage>. <pub-id pub-id-type="doi">10.1016/0012-1606(85)90449-x</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>S. J.</given-names></name> <name><surname>Foley</surname> <given-names>J.</given-names></name> <name><surname>Jiang</surname> <given-names>T. X.</given-names></name> <name><surname>Yeh</surname> <given-names>C. Y.</given-names></name> <name><surname>Wu</surname> <given-names>P.</given-names></name> <name><surname>Foley</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Topology of feather melanocyte progenitor niche allows complex pigment patterns to emerge.</article-title> <source><italic>Science</italic></source> <volume>340</volume> <fpage>1442</fpage>&#x2013;<lpage>1445</lpage>. <pub-id pub-id-type="doi">10.1126/science.1230374</pub-id> <pub-id pub-id-type="pmid">23618762</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lopes</surname> <given-names>R. J.</given-names></name> <name><surname>Johnson</surname> <given-names>J. D.</given-names></name> <name><surname>Toomey</surname> <given-names>M. B.</given-names></name> <name><surname>Ferreira</surname> <given-names>M. S.</given-names></name> <name><surname>Araujo</surname> <given-names>P. M.</given-names></name> <name><surname>Melo-Ferreira</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Genetic basis for red coloration in birds.</article-title> <source><italic>Curr. Biol.</italic></source> <volume>26</volume> <fpage>1427</fpage>&#x2013;<lpage>1434</lpage>. <pub-id pub-id-type="doi">10.1016/j.cub.2016.03.076</pub-id> <pub-id pub-id-type="pmid">27212400</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lucas</surname> <given-names>A. M.</given-names></name> <name><surname>Stettenheim</surname> <given-names>P. R.</given-names></name></person-group> (<role>eds</role>) (<year>1972</year>). &#x201C;<article-title>Avian anatomy &#x2013; integument</article-title>,&#x201D; in <source><italic>Agricultural Handbook</italic></source>, <volume>Vol. 362</volume> (<publisher-loc>Washington, DC</publisher-loc>: <publisher-name>Agricultural Research Services</publisher-name>), <fpage>1</fpage>&#x2013;<lpage>750</lpage>.</citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maia</surname> <given-names>R.</given-names></name> <name><surname>Macedo</surname> <given-names>R. H. F.</given-names></name> <name><surname>Shawkey</surname> <given-names>M. D.</given-names></name></person-group> (<year>2012</year>). <article-title>Nanostructural self-assembly of iridescent feather barbules through depletion attraction of melanosomes during keratinization.</article-title> <source><italic>J. R. Soc. Interface</italic></source> <volume>9</volume> <fpage>734</fpage>&#x2013;<lpage>743</lpage>. <pub-id pub-id-type="doi">10.1098/rsif.2011.0456</pub-id> <pub-id pub-id-type="pmid">21865251</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mallarino</surname> <given-names>R.</given-names></name> <name><surname>Henegar</surname> <given-names>C.</given-names></name> <name><surname>Mirasierra</surname> <given-names>M.</given-names></name> <name><surname>Manceau</surname> <given-names>M.</given-names></name> <name><surname>Schradin</surname> <given-names>C.</given-names></name> <name><surname>Vallejo</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Developmental mechanisms of stripe patterns in rodents.</article-title> <source><italic>Nature</italic></source> <volume>539</volume> <fpage>518</fpage>&#x2013;<lpage>523</lpage>. <pub-id pub-id-type="doi">10.1038/nature20109</pub-id> <pub-id pub-id-type="pmid">27806375</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Manceau</surname> <given-names>M.</given-names></name> <name><surname>Domingues</surname> <given-names>V. S.</given-names></name> <name><surname>Mallarino</surname> <given-names>R.</given-names></name> <name><surname>Hoekstra</surname> <given-names>H. E.</given-names></name></person-group> (<year>2011</year>). <article-title>The developmental role of Agouti in color pattern evolution.</article-title> <source><italic>Science</italic></source> <volume>331</volume> <fpage>1062</fpage>&#x2013;<lpage>1065</lpage>. <pub-id pub-id-type="doi">10.1126/science.1200684</pub-id> <pub-id pub-id-type="pmid">21350176</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Millar</surname> <given-names>S. E.</given-names></name> <name><surname>Miller</surname> <given-names>M. W.</given-names></name> <name><surname>Stevens</surname> <given-names>M. E.</given-names></name> <name><surname>Barsh</surname> <given-names>G. S.</given-names></name></person-group> (<year>1995</year>). <article-title>Expression and transgenic studies of the mouse agouti gene provide insight into the mechanisms by which mammalian coat color patterns are generated.</article-title> <source><italic>Development</italic></source> <volume>121</volume> <fpage>3223</fpage>&#x2013;<lpage>3232</lpage>.</citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nakamasu</surname> <given-names>A.</given-names></name> <name><surname>Takahashi</surname> <given-names>G.</given-names></name> <name><surname>Kanbe</surname> <given-names>A.</given-names></name> <name><surname>Kondo</surname> <given-names>S.</given-names></name></person-group> (<year>2009</year>). <article-title>Interactions between zebrafish pigment cells responsible for the generation of Turing patterns.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>106</volume> <fpage>8429</fpage>&#x2013;<lpage>8434</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0808622106</pub-id> <pub-id pub-id-type="pmid">19433782</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nataf</surname> <given-names>V.</given-names></name> <name><surname>Mercier</surname> <given-names>P.</given-names></name> <name><surname>De N&#x00E9;chaud</surname> <given-names>B.</given-names></name> <name><surname>Guillemot</surname> <given-names>J. C.</given-names></name> <name><surname>Capdevielle</surname> <given-names>J.</given-names></name> <name><surname>Lapointe</surname> <given-names>F.</given-names></name><etal/></person-group> (<year>1995</year>). <article-title>Melanoblast/melanocyte early marker (MelEM) is a glutathione S-transferase subunit.</article-title> <source><italic>Exp. Cell Res.</italic></source> <volume>218</volume> <fpage>394</fpage>&#x2013;<lpage>400</lpage>. <pub-id pub-id-type="doi">10.1006/excr.1995.1171</pub-id> <pub-id pub-id-type="pmid">7737377</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nataf</surname> <given-names>V.</given-names></name> <name><surname>Mercier</surname> <given-names>P.</given-names></name> <name><surname>Ziller</surname> <given-names>C.</given-names></name> <name><surname>Le Douarin</surname> <given-names>N. M.</given-names></name></person-group> (<year>1993</year>). <article-title>Novel markers of melanocyte differentiation in the avian embryo.</article-title> <source><italic>Exp. Cell Res.</italic></source> <volume>207</volume> <fpage>171</fpage>&#x2013;<lpage>182</lpage>. <pub-id pub-id-type="doi">10.1006/excr.1993.1177</pub-id> <pub-id pub-id-type="pmid">7686497</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Niwa</surname> <given-names>T.</given-names></name> <name><surname>Mochii</surname> <given-names>M.</given-names></name> <name><surname>Nakamura</surname> <given-names>A.</given-names></name> <name><surname>Shiojiri</surname> <given-names>N.</given-names></name></person-group> (<year>2002</year>). <article-title>Plumage pigmentation and expression of its regulatory genes during quail development&#x2013;histochemical analysis using Bh (black at hatch) mutants.</article-title> <source><italic>Mech. Dev.</italic></source> <volume>118</volume> <fpage>139</fpage>&#x2013;<lpage>146</lpage>. <pub-id pub-id-type="doi">10.1016/s0925-4773(02)00256-3</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oribe</surname> <given-names>E.</given-names></name> <name><surname>Fukao</surname> <given-names>A.</given-names></name> <name><surname>Yoshihara</surname> <given-names>C.</given-names></name> <name><surname>Mendori</surname> <given-names>M.</given-names></name> <name><surname>Rosal</surname> <given-names>K. G.</given-names></name> <name><surname>Takahashi</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Conserved distal promoter of the agouti signaling protein (ASIP) gene controls sexual dichromatism in chickens.</article-title> <source><italic>Gen. Comp. Endocrinol.</italic></source> <volume>177</volume> <fpage>231</fpage>&#x2013;<lpage>237</lpage>. <pub-id pub-id-type="doi">10.1016/j.ygcen.2012.04.016</pub-id> <pub-id pub-id-type="pmid">22554923</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Patterson</surname> <given-names>L. B.</given-names></name> <name><surname>Parichy</surname> <given-names>D. M.</given-names></name></person-group> (<year>2019</year>). <article-title>Zebrafish pigment pattern formation: insights into the development and evolution of adult form.</article-title> <source><italic>Annu. Rev. Genet.</italic></source> <volume>53</volume> <fpage>505</fpage>&#x2013;<lpage>530</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-genet-112618-043741</pub-id> <pub-id pub-id-type="pmid">31509458</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prum</surname> <given-names>R. O.</given-names></name> <name><surname>Williamson</surname> <given-names>S.</given-names></name></person-group> (<year>2002</year>). <article-title>Reaction-diffusion models of within-feather pigmentation patterning.</article-title> <source><italic>Proc. Biol. Sci.</italic></source> <volume>269</volume> <fpage>781</fpage>&#x2013;<lpage>792</lpage>. <pub-id pub-id-type="doi">10.1098/rspb.2001.1896</pub-id> <pub-id pub-id-type="pmid">11958709</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Richardson</surname> <given-names>M. K.</given-names></name> <name><surname>Hornbruch</surname> <given-names>A.</given-names></name> <name><surname>Wolpert</surname> <given-names>L.</given-names></name></person-group> (<year>1991</year>). <article-title>Pigment patterns in neural crest chimeras constructed from quail and guinea fowl embryos.</article-title> <source><italic>Dev. Biol.</italic></source> <volume>143</volume> <fpage>309</fpage>&#x2013;<lpage>319</lpage>. <pub-id pub-id-type="doi">10.1016/0012-1606(91)90082-E</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schartl</surname> <given-names>M.</given-names></name> <name><surname>Larue</surname> <given-names>L.</given-names></name> <name><surname>Goda</surname> <given-names>M.</given-names></name> <name><surname>Bosenberg</surname> <given-names>M. W.</given-names></name> <name><surname>Hashimoto</surname> <given-names>H.</given-names></name> <name><surname>Kelsh</surname> <given-names>R. N.</given-names></name></person-group> (<year>2016</year>). <article-title>What is a vertebrate pigment cell?</article-title> <source><italic>Pigment Cell Melanoma Res.</italic></source> <volume>29</volume> <fpage>8</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1111/pcmr.12409</pub-id> <pub-id pub-id-type="pmid">26247887</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tadokoro</surname> <given-names>R.</given-names></name> <name><surname>Murai</surname> <given-names>H.</given-names></name> <name><surname>Sakai</surname> <given-names>K.-I.</given-names></name> <name><surname>Okui</surname> <given-names>T.</given-names></name> <name><surname>Yokota</surname> <given-names>Y.</given-names></name> <name><surname>Takahashi</surname> <given-names>Y.</given-names></name></person-group> (<year>2016</year>). <article-title>Melanosome transfer to keratinocyte in the chicken embryonic skin is mediated by vesicle release associated with Rho-regulated membrane blebbing.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>6</volume>:<issue>38277</issue>. <pub-id pub-id-type="doi">10.1038/srep38277</pub-id> <pub-id pub-id-type="pmid">27910904</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Usui</surname> <given-names>Y.</given-names></name> <name><surname>Aramaki</surname> <given-names>T.</given-names></name> <name><surname>Kondo</surname> <given-names>S.</given-names></name> <name><surname>Watanabe</surname> <given-names>M.</given-names></name></person-group> (<year>2019</year>). <article-title>The minimal gap-junction network among melanophores and xanthophores required for stripe pattern formation in zebrafish.</article-title> <source><italic>Development</italic></source> <volume>146</volume>:<issue>dev181065</issue>. <pub-id pub-id-type="doi">10.1242/dev.181065</pub-id> <pub-id pub-id-type="pmid">31666235</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Watanabe</surname> <given-names>M.</given-names></name> <name><surname>Kondo</surname> <given-names>S.</given-names></name></person-group> (<year>2015</year>). <article-title>Is pigment patterning in fish skin determined by the Turing mechanism?</article-title> <source><italic>Trends Genet.</italic></source> <volume>31</volume> <fpage>88</fpage>&#x2013;<lpage>96</lpage>. <pub-id pub-id-type="doi">10.1016/j.tig.2014.11.005</pub-id> <pub-id pub-id-type="pmid">25544713</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Widelitz</surname> <given-names>R. B.</given-names></name> <name><surname>Lin</surname> <given-names>G.-W.</given-names></name> <name><surname>Lai</surname> <given-names>Y.-C.</given-names></name> <name><surname>Mayer</surname> <given-names>J. A.</given-names></name> <name><surname>Tang</surname> <given-names>P.-C.</given-names></name> <name><surname>Cheng</surname> <given-names>H.-C.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Morpho-regulation in diverse chicken feather formation: integrating branching modules and sex hormone-dependent morpho-regulatory modules.</article-title> <source><italic>Dev. Growth Differ.</italic></source> <volume>61</volume> <fpage>124</fpage>&#x2013;<lpage>138</lpage>. <pub-id pub-id-type="doi">10.1111/dgd.12584</pub-id> <pub-id pub-id-type="pmid">30569461</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wolf Horrell</surname> <given-names>E. M.</given-names></name> <name><surname>Boulanger</surname> <given-names>M. C.</given-names></name> <name><surname>D&#x2019;Orazio</surname> <given-names>J. A.</given-names></name></person-group> (<year>2016</year>). <article-title>Melanocortin 1 receptor: structure, function, and regulation.</article-title> <source><italic>Front. Genet.</italic></source> <volume>7</volume>:<issue>95</issue>. <pub-id pub-id-type="doi">10.3389/fgene.2016.00095</pub-id> <pub-id pub-id-type="pmid">27303435</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>X.</given-names></name> <name><surname>Hammer</surname> <given-names>J. A.</given-names></name></person-group> (<year>2014</year>). <article-title>Melanosome transfer: it is best to give and receive.</article-title> <source><italic>Curr. Opin. Cell Biol.</italic></source> <volume>29</volume> <fpage>1</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1016/j.ceb.2014.02.003</pub-id> <pub-id pub-id-type="pmid">24662021</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yoshioka</surname> <given-names>S.</given-names></name> <name><surname>Kinoshita</surname> <given-names>S.</given-names></name></person-group> (<year>2002</year>). <article-title>Effect of macroscopic structure in iridescent color of the peacock feathers.</article-title> <source><italic>Forma</italic></source> <volume>17</volume> <fpage>169</fpage>&#x2013;<lpage>181</lpage>.</citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>M.</given-names></name> <name><surname>Yue</surname> <given-names>Z.</given-names></name> <name><surname>Wu</surname> <given-names>P.</given-names></name> <name><surname>Wu</surname> <given-names>D.-Y.</given-names></name> <name><surname>Mayer</surname> <given-names>J.-A.</given-names></name> <name><surname>Medina</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2004</year>). <article-title>The biology of feather follicles.</article-title> <source><italic>Int. J. Dev. Biol.</italic></source> <volume>48</volume> <fpage>181</fpage>&#x2013;<lpage>191</lpage>. <pub-id pub-id-type="doi">10.1387/ijdb.031776my</pub-id> <pub-id pub-id-type="pmid">15272383</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zi</surname> <given-names>J.</given-names></name> <name><surname>Yu</surname> <given-names>X.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Hu</surname> <given-names>X.</given-names></name> <name><surname>Xu</surname> <given-names>C.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name><etal/></person-group> (<year>2003</year>). <article-title>Coloration strategies in peacock feathers.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>100</volume> <fpage>12576</fpage>&#x2013;<lpage>12578</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.2133313100</pub-id> <pub-id pub-id-type="pmid">14557541</pub-id></citation></ref>
</ref-list>
</back>
</article>