• The genetic mechanisms that regulate economically important fiber traits in South American camelids are not yet fully understood, resulting in low productivity.• In recent years, mutations responsible for some monogenic or oligogenic traits have been identified, enabling molecular testing to assist breeding decisions.• The recently developed 76K SNPs array for the alpaca, will facilitate the identification of genes affecting more complex traits through genome wide association studies.
Introduction
Origin and uses of South American camelids
The use of South American camelids by man dates to more than 10,000 years ago, when the first human populations from the region began hunting the wild species, the guanaco (Lama guanicoe), and the vicuña (Vicugna vicugna) for food (Yacobaccio and Vilá, 2013). Archaeological and genetic evidence indicates that the llama (Lama glama) and the alpaca (Vicugna pacos) were domesticated more than 5000 years ago, from L. guanicoe and V. vicugna respectively, mainly in the Peruvian Andes (Kadwell et al., 2001) although independent domestication centers in northern Argentina and Chile could have existed (Wheeler, 2012).Both the llama and the alpaca played a preponderant role in the economy and the culture of the Andean communities, which persists in the present. It is believed that llamas were first selected for meat production and their ability to carry heavy loads, while alpacas were selected for their fiber (Kadwell et al., 2001; Marín et al., 2018). Thus, physical characteristics and their diversity in these species were shaped by domestication.Nowadays, in Peru, Bolivia, and Chile, the alpaca is still primarily raised for fiber production, although its meat is also consumed. In Argentina, where alpaca population is small, llama farming is mainly intended for fiber production. However, in the northwest of that country, as in Bolivia and Peru, llamas are raised for multipurpose use providing other resources such as meat and leather. Additionally, (small populations of) alpacas and llamas can be found throughout the world, where they are bred mostly, but not only, for their fiber. Because of their intelligence and docile nature, domestic South American camelids are also good companion animals and they are used for other purposes too, like golf animal-caddy, tourist attraction or zootherapy (Marcoppido and Vila, 2013).Among all domestic South American camelids uses, fiber production is one of the most important for breeders and for the industry. There are several traits that determine the value of the fiber, being fiber mean diameter the most important, followed by fiber length, fiber uniformity, and color (Mueller et al., 2015; Frank, 2017). Other characteristics such as fleece type and the amount of fiber produced (fleece weight) also impact on the producer´s income. The elucidation of the genetic mechanisms underlying these commercially important fiber traits would help breeders to select and improve the productive characteristics, as well as to conserve and add diversity to the species.In general, traits can be classified into two types: qualitative, such as color and fleece type, and quantitative, like the amount of fiber produced or fineness (diameter). Qualitative traits are under genetic control of one or several genes and are exposed to little or no environmental influence. Conversely, quantitative traits are encoded by many genes, each one contributing a little to the phenotype and their expression is modified by the environment (Mackay, 2003).Advances have been made in the genetic understanding of fiber traits; however, this is a vast field, and a lot remains to be studied. The purpose of this review is to update the reader on the current state of knowledge of fiber genetics in domestic South American camelids and to discuss how genomics and the emergence of modern technologies for sequencing and discovering genetic variants will contribute to the advancement in this field.
Coat Color Genetics
Llamas and alpacas have more than 22 natural colors ranging from black and brown through gray and fawn to white, including all intermediate shades. Llamas present greater color variation compared to alpacas; tricolor phenotypes may be observed and the presence of white spots is common in llamas. Additionally, this variety of colors and patterns normally occurs in the same herd, unlike alpaca’s herds that tend to be more homogeneous. The difference can be attributed to the selection process during the domestication of each species. The llama, as a multipurpose animal, was selected for greater body size and fiber weight rather than other characters, such as color uniformity or fiber fineness (Mueller et al., 2015).Nowadays, the value of a particular color phenotype depends on the production goal. For example, animals with nonuniform coat are of lesser value for fiber production but they are more in demand as pets or for animal exhibitions. White color has traditionally been preferred by the industry because it can be dyed without bleaching. Because of the pressure in favor of white alpacas, there has been a significant decrease in colored animals, especially in Peru (Hick et al., 2009), with subsequent losses in genetic diversity. Fortunately, in the last years, the demand for natural colors by the textile industry has increased along with the worldwide trend towards consumption of eco-friendly products. In this context, the vast diversity of natural colors offered by domestic South American camelids results very attractive for the current market (Kozłowski and Mackiewicz-Talarczyk, 2020).However, color inheritance in domestic South American camelids is complex and frequently leads to unexpected results for breeders. For example, the mating between two white animals, may produce a black offspring and vice versa, two black parents can have a white descendant. As color prediction is quite difficult based only on the parents’ appearance, it is necessary to better understand how color is inherited and which genes are involved.Based on homology with other species, Frank (2001) described color phenotypes and their segregation in the llama. Using a scheme of test crosses and backcrosses, he concluded that white (absence of pigmentation) is dominantly inherited with incomplete penetrance and that black is recessive with respect to the other pigmentary patterns. Similar conclusions were reached by Valbonesi et al. (2011) when analyzing color segregation in white and pigmented alpacas. However, the molecular bases of color inheritance remained to be proved. It was not until recent years that some of the genes and alleles that govern coat color in alpacas and llamas were identified.Color variation occurs when there are alterations in the process of pigmentation. Briefly, this process comprehends the development, migration, and survival of the pigment-producer cells (melanocytes) as well as the synthesis of pigments (melanogenesis) and its transport to the skin and fibers (Cieslak et al., 2011). During mammalian melanogenesis, only two types of pigments can be produced: eumelanin (black) and pheomelanin (yellow or reddish-brown). Basic coat colors are defined by the relative proportion between these two types of melanin. At molecular level, one enzyme syntheses both pigments, the tyrosinase (TYR), but the eumelanin/pheomelanin ratio is regulated primarily by the interaction of two different proteins with a receptor. This receptor is the melanocortin 1-receptor (MC1R), which is in the cellular membrane of melanocytes and has the ability to signal the cell so that melanogenesis begins. If the protein that bind to MC1R is alpha-melanocyte stimulating hormone (α-MSH), eumelanin will be produced. However, if the agouti signaling protein (ASIP) is present, it will preferably bind to MC1R, switching melanin production to pheomelanin (Figure 1) (Lu et al., 1994).
Figure 1.
Scheme of melanogenesis simplified within a melanocyte. Both types of melanin are synthetized from the amino acid L-tyrosine in a series of reactions catalyzed by TYR enzyme. Photographs at the right show animals with each kind of pigment.
Scheme of melanogenesis simplified within a melanocyte. Both types of melanin are synthetized from the amino acid L-tyrosine in a series of reactions catalyzed by TYR enzyme. Photographs at the right show animals with each kind of pigment.It is thought that ASIP presents four alleles for the alpaca (Munyard, 2011), in the following order of dominance:A = white to fawnAb = brown with dark trimsat = black and tana = blackThe existence of dominant black, as occurs in other species, has been discussed in South American camelids, although there is no genetic evidence to support it. Instead, three ASIP mutations have been identified in the alpaca, c.292C>T (allele a1), c.325_381del57 (allele a2), and c.353G>A (allele a3). Black animals carry two copies of one or another of these mutations (here referred as the a allele) (Feeley et al., 2011). The first two mutations are also responsible for the same phenotype in the llama, while the third one is quite infrequent in this species (Daverio et al., 2016; Marín et al., 2018). Considering all these studies, only the a allele has been molecularly identified so far, supporting a recessive inheritance pattern for black, as originally proposed by Frank (2001) and Valbonesi et al. (2011). Black animals can be homozygous or compound heterozygous for two of the mutations, but the effect is the same: due to the mutations, ASIP protein is nonfunctional (unable to bind to MC1R), thus there is no signal for switching from eumelanin to pheomelanin synthesis, and eumelanin continues to be produced.The MC1R gene is highly variable in llamas and alpacas. Among all reported polymorphisms, a combination of them (called “haplotype”), has been associated with the ability to produce or not to produce eumelanin. In the alpaca, animals with at least one allele of MC1R with the combination c.82A/c.901C (allele E) are eumelanic, whereas animals homozygous for the combination c.82G/c.901T (e/e) are unable to produce this pigment and express pheomelanin instead (Feeley and Munyard, 2009).In the llama, there are three alleles of MC1R E, E+ and e. A particular MC1R haplotype (c.259A/c.376A/c.383T), different from that of alpacas, determines the ability to produce eumelanin. One variant of this allele (E) is sufficient to produce a colored coat, which can be black if ASIP is nonfunctional (aa) or reddish brown if ASIP is functional (AA or Aa). In contrast, if the animal is homozygous for the MC1R haplotype c.259G/c.376G/c.383C (ee), its coat will be white, regardless of the alleles present in ASIP (Daverio et al., 2016). So, for instance, a black dam and a black sire (aa), both heterozygous E/e for MC1R, are able to produce white or light fawn offspring (ee aa) when they mate.Moreover, the whole coding sequence of MC1R was studied in guanacos and the ancestral allele (wild allele, E+) was identified (Daverio et al., 2016). White llamas frequently have E+/e or E+/E+. Although not yet molecularly confirmed, we can hypothesize that those animals carry at least one copy of the dominant ASIP allele, A.Table 1 Summarizes ASIP and MC1R allele combinations and the resulting phenotypes for the llama and the alpaca.
Table 1.
Brown refers to pheomelanic reddish-brown (See Fig. 1)
Genotypes
Alpaca
Llama
E/-
a/a
Black
Black
A/-
Brown/ white
Brown
e/e
a/a
Brown
White
A/-
Brown/ white
White
E+/E+
A/-
-
White/ brown (rarely)
a/a
-
Black
E+/e
A/-
-
White/ brown (rarely)
a/a
-
Black
Brown refers to pheomelanic reddish-brown (See Fig. 1)It can be observed from Table 1 that in some cases different phenotypes share MC1R and ASIP genotypes. This suggests other unidentified alleles (probably of ASIP) are involved.
Expression of Color Related Genes
Besides variation within genes coding regions, their expression plays a role in modifying hair pigmentation in camelids.ASIP has a complex structure with noncoding exons which are alternatively transcribed into different mRNAs isoforms. Differential expression of those transcripts in distinct parts of the body results in the diverse pigmentation patterns observed in mammals. Although the expression of ASIP in relation to coat color patterns has not been analyzed in domestic South American camelids, it was studied for the solid phenotypes. ASIP expression resulted significantly higher in white llamas and alpacas compared to black ones. A chimeric transcript of ASIP containing part of the NCOA6 gene was found in the skin of white animals while it was not present in black animals, accounting for the ASIP expression differences observed between these two phenotypes. NCOA6-ASIP transcript was also highly expressed in brown llamas, at similar levels to those observed in white animals (Chandramohan et al., 2013; Anello et al., 2022).Other genes, such as KIT and MITF, which are involved in the development, migration and survival of melanocytes are obvious candidates for white color. KIT and MITF genes have been sequenced in white llamas but no mutations associated with this phenotype were identified (Anello et al., 2019a). Nonetheless, analysis of gene expression profiles in different studies showed that KIT and MITF are downregulated in white llamas, as well as other important genes of melanogenesis such as TYR and SLC7A11 (Anello et al. 2019b, 2019c).The expression of pigment-related genes has also been associated with diluted phenotypes in alpacas and llamas (Figure 2A and B). Eight genes (RAB38, SLC24A5, TYRP1, SILV, MATP, KRT4, OCA2, and TYR) were observed to be expressed in a common pattern in alpacas: high in black, moderate in bay, and low in white (Munyard, 2011). Similar results were observed for TYR and SLC7A11 in llamas (Anello et al. 2019b, 2019c) where white, diluted and nondiluted pheomelanic animals where compared. It was observed that the expression levels were the highest for reddish brown animals (nondiluted) and the lowest for the white group, while fawn (diluted) llamas presented an intermediate gene expression. Though these studies do no explain the how diluted phenotypes are produced, they show that gene expression is correlated with color dilution.
Figure 2.
Photographs of llamas and alpacas illustrating color phenotypes. A. reddish-brow (nondiluted) llama. B. fawn (diluted) llama C. appaloosa o tajlio spotted llama. D. spotted llama. E. gray llama. F. gray alpaca. G. white alpaca. H. BEW alpaca.
Photographs of llamas and alpacas illustrating color phenotypes. A. reddish-brow (nondiluted) llama. B. fawn (diluted) llama C. appaloosa o tajlio spotted llama. D. spotted llama. E. gray llama. F. gray alpaca. G. white alpaca. H. BEW alpaca.
Spotted Phenotypes
Domestic South American camelids also present a range of white-spotting phenotypes (Figure 2C and D), including regular and irregular spots, exemplified by phenotypes like the appaloosa (or tajlio), the tuxedo, and piebald (Frank, 2001; Munyard, 2011). There are discrepancies regarding spots classification, and spotted phenotypes are usually named arbitrarily, which complicates its study. White-spotting is quite frequent and suspected to present a recessive inheritance. This was confirmed by segregation studies conducted by Frank et al., (2006) in llamas, who observed that full white is dominant over irregular white-spotting. This implies that white-spotting patterns are unable to be detected in animals whose base coat color is white (Munyard, 2011), complicating the identification of the spotting locus. Moreover, it is not clear if the different spotted phenotypes are product of separate genes, or different alleles of the same gene. KIT has been proposed a candidate gene for this feature since it is responsible for similar white spotting phenotypes in other species (Munyard, 2011). However, no molecular studies have addressed this issue in South American camelids and the locus responsible for spotting remains unclear.
Classic Gray and Blue-eyed White Alpacas
Another phenotype relevant for alpacas´ breeders is classic gray. These alpacas present gray body with whiter areas, especially the head, and differ from gray llamas which present a uniform body color and a usually darker head (Figure 2E and F). The causal mutation of the classic gray phenotype in alpacas has recently been identified in exon 3 of the KIT gene (Jones et al., 2019). Gray alpacas are heterozygous for the c.376G>A mutation (p.Gly126Arg), as are BEW alpacas, supporting the hypothesis held by breeders that the latter phenotype is caused by a combination of the allele causing classic gray and a white spotting allele (not identified yet) (Jackling et al., 2014). On the other hand, no homozygous individuals have been found for the classic gray mutation, confirming the existing belief that this condition causes early embryonic lethality (Jones et al., 2019).On another note, congenital deafness is a common defect in domestic South American camelids that present the BEW phenotype, which is white hair coat and solid blue eye color, as opposed to white animals which have pigmented eyes (Figure 2H and G). No data is available in South American populations, but Jost et al., (2020) reported that more than 50% of BEW animals are suspected to be deaf, based on breeders’ observations in domestic South American camelids from European countries. This number may be higher, as suggested by a previous study carried out by Gauly et al. (2005) who objectively assessed the auditory function of llamas and alpacas and found that near 80% of BEW animals were deaf. Two KIT-microsatellite markers, named bew1 and bew2, have been associated to the BEW phenotype. These markers are in linkage disequilibrium with the causal mutation, which could be in either the KIT gene itself or its regulatory region (Jackling et al., 2014).
Advances in Fiber Genetics
South American camelids produce diverse types of fibers, but not all of them present the adequate characteristic to reach the market. The traits that determine fiber quality are mean fiber diameter, color, type of fleeces, fiber length, and uniformity of diameter (Mueller et al., 2015; Frank, 2017). Alpaca fiber is recognized worldwide for its fineness and softness. Llama fiber does not enjoy as much prestige, although different studies showed that most of llamas have fiber diameters < 24 µm, equivalent to those of the alpaca fiber belonging to the superfine category (Laime Huarcaya et al., 2016; Hick et al., 2009). However, there is a low level of awareness among consumers and clothing industry about llama fiber quality, added to inadequate marketing strategies.The structure of the fleece of domestic camelids is given by the combination of fiber length, thickness, luster (or shininess), and the presence and type of curls (Frank, 2001). Variations of these components determine different types of fleeces. In this way, a double-coat fleece is characterized by two types of fibers: cover fibers (thick, long, and straight) and “down” fibers (short, fine, and curly). On the other hand, single-coat animals have fibers with a certain degree of undulation and luster do not present undulations (Frank, 2001) (Figure 3).
Figure 3.
Type of fleece (reproduced and modified from Frank, 2001).
Type of fleece (reproduced and modified from Frank, 2001).Luster fleece presents less volume and less prickling effect, double-coat is the one with the most puncture (if primary fibers are not separated or dehaired) while single-coat has the less. In general, the finer and less prickling the fiber is, the higher its value.Unlike the alpaca which is single-coated, the llama has been traditionally considered a double-coat species. However, studies in Argentinian llama herds found that there is a predominance of single-coat, with lower frequencies of double-coat and luster fleeces (Frank et al., 2006).According to fleece characteristics, llamas are classified in: K´ara, with very short fleece and no fibers in the head and extremities, and T´hampulli, with dense fleece around the body (Figure 4A and B) (Frank et al., 2006). With regard to alpacas, two different types of fleeces are described, Suri (luster) with long fiber and Huacaya with fluffy fleece of shorter fibers (Figure 4C and D) (Renieri et al., 2009).
Figure 4.
Morphotypes of llamas and alpacas: A) llama K ´ara B) llama T ´hampulli C) alpaca Huacaya D) alpaca Suri (photo courtesy of Alan Cruz Camacho).
Morphotypes of llamas and alpacas: A) llama K ´ara B) llama T ´hampulli C) alpaca Huacaya D) alpaca Suri (photo courtesy of Alan Cruz Camacho).
Fiber Structure and Composition
In mammals, the fiber is a highly organized structure, composed mainly of the cuticle, the cortex, and the medulla (Plowman et al., 2009) (Figure 5). The cortex represents 90% of the fiber and it consists of keratin intermediate filaments (KIFs) embedded in a matrix of keratin-associated proteins (KAPs) (Kuczek and Rogers, 1987). KAPs alongside KIFs provide the major structural support for the fiber and define its physical-mechanical properties, such as strength, inertia, and stiffness (Powell and Beltrame, 1994). The large number of KIFs and KAPs that conform the fiber suggests that their relative composition and interactions are key determinants of fiber characteristics (Rogers, 2006).
Figure 5.
Scheme of the structural organization of the fiber, cross section.
Scheme of the structural organization of the fiber, cross section.Fiber growth in mammals is a cyclical process with rapid growth phases followed by rest phases. This cycle is under genetic, nutritional, and hormonal control. Fiber formation consists of three defined phases: anagen (follicles grow and produce fiber), catagen (follicles regress and fiber elongation ceases since matrix cells stop proliferating) and telogen (fiber is anchored in a keratin matrix and the hair follicle enters a period of relative quiescence in growth) (Paus and Cotsarelis, 1999). Control of follicle cycling seems to reside at the follicle level and it is believed that growth factors may be the regulatory agents that control the expression of fiber genes. The proteins that form the fiber are encoded by keratin genes (KRT) and keratin-associated proteins (KRTAP) which are expressed in a highly regulated manner during hair follicle growth (Yu et al. 2009).
Molecular Studies of Fibers Traits
A few genetic selection programs have been implemented in domestic camelids to improve fleece characteristics, among them the PROMECAD (Frank, 1999), the PROMEGE (Renieri et al., 2007), and the genetic and genomic improvement program carried out by PACOMARCA (Inca Tops S.A.). Nevertheless, genetics mechanisms controlling fiber traits in llamas and alpacas are not fully understood.It is known through segregation studies that luster phenotype is dominant over no-luster with a penetrance effect that allows some heterozygotes to show an intermediate fiber type. Instead, double-coat is governed by an additive genetic mechanism (Frank et al., 2006). The Suri and Huacaya inheritance in alpacas is described by a single autosomic gene with two alleles, or alternatively by a two linked loci model, being Suri dominant over Huacaya (Presciuttini et al., 2010)The presence of major genes affecting quantitative fiber traits such as fiber diameter, standard deviation of fiber diameter, variation coefficiency, and comfort factor in both Huacaya and Suri alpacas has been proposed by Perez-Cabal et al., (2010) based on segregation analysis. Thus, molecular identification of the genes involved in the mentioned traits would facilitate genetic improvement.
Fiber Length
There are many genes that regulates hair follicle´s growth, among them the fibroblast growth factor (FGF5) controls hair cycle and affects hair length. Alternative splicing of the FGF5 gene results in two transcripts: a full-length form a short form, lacking exon 2 (Hattori et al., 1996). Full-length FGF5 transcript induces the catagen phase, a function that is antagonized by the short form during the anagen phase (Suzuki et al., 2000). Loss-of-function mutations in FGF5 gene have been associated with long-hair phenotypes in some species, including camelids. In alpaca, fiber growth in different regions of the body is controlled by differences in the expression of FGF5 (Liu et al., 2011). Moreover, Fan et al., (2020) that FGF5 has higher expression in the skin of the Suri alpaca compared to the Huacaya. The same was observed for FGF5 protein expression.On the other hand, a point mutation (c.499C> T) that generates a premature stop codon was identified in the long isoform of alpacas (Pallotti et al., 2018). However, western blot analysis did not reveal any effect on FGF5 protein, suggesting that a stop read-through event occurs.This gene was also studied in T’hampulli llamas for which the two transcript variants were identified. Besides four polymorphisms in the coding region were found: a synonymous SNP (c.210A>G), a single base deletion (c.348delA), a 12-bp insertion (c.351_352insCATATAACATAG) and the same nonsense mutation found in alpacas (c.499C>T). The haplotype c.348delA/ c.351_352insCATATAACATAG codifies for a truncated protein. All llamas analyzed were homozygous for one of the deleterious mutations or compound heterozygous for both. Contrarily, in the guanaco, who presents short hair, no mutations were observed. So, we proposed that FGF5 might not be functional in long hair llamas while guanacos have a functional protein (Daverio et al., 2017).
Fiber Diameter and Other Related Traits
The fiber diameter or the fineness represents the most important feature for the textile industry. It is affected by the presence of the medulla (medullation): the diameter increases when the medulla (broken or complete) is present and decreases in its absence (Guillén and Leyva, 2020). At the same time, fiber uniformity is related to the average fiber diameter (Aguilar et al., 2019). The heritability and genetic correlation of these characteristics were analyzed for both llamas and alpacas and it was found that fiber diameter heritability was moderate to low and there was a negative correlation between variation coefficiency and fiber diameter (Frank et al., 2009; Aguilar et al., 2019).Variation in KRTAP7-1 and KRTAP8-1 genes has been associated with fiber diameter and fleece weight in sheep and goat (Parsons et al., 1994; Liu et al., 2011). We studied these genes in llamas and found they were highly polymorphic. Most of the polymorphisms produce nonconservative amino acid changes, thus they might modify the fiber characteristics, but it remains to be investigated (Daverio et al., 2019). In alpacas, Mendoza et al., (2019) cytogenetically mapped several candidate genes related to fiber growth and bioinformatically inspected all VicPac2.0.2 scaffolds for additional genes. They found a tandemly arranged cluster of five more keratin genes (KRT31, KRT13, KRT9, KRT14, and KRT16) in chromosome 16 around KRT15 which makes this chromosome a good target to identify sequence variants potentially associated with hair texture and growth. In another related study, 35 markers were mapped, four of which corresponded to candidate genes for fiber traits (BMP4, COL1A2, GLI1, SFRP4) (Mendoza et al., 2020). Even if these studies represent significant advances, it still remains to be investigated how these genes affect fiber characteristics.
Conclusions
In the last decade, significant progress has been made in identifying the genes that control coat color in South American camelids. The detection of causal mutations of relevant phenotypes for breeders, such as the classic gray in alpacas, has allowed the development of a commercial test by Neogen (Jones et al., 2019). This is the first test for color genes in camelids launched on the market, but it is expected that others will appear very soon.Molecular testing presents diverse applications, from optimizing the chances of obtaining a desired phenotype to preserve color allele diversity. For example, to obtain a black alpaca a pair of the three different alleles is necessary, thus mating could be designed between black animals with different genotypes (e.g., a1a2xa2a3, a1a3xa1a2, etc.) to conserve the existing color allele pool. Additionally, genetic testing can be useful to prevent some health conditions associated to coat color, like lethal gray. By performing a DNA test on sires and dams, alpaca breeders could identify animals carrying classic gray alleles and avoid risky mating.Some advances have also been made in understanding the inheritance mechanisms of other fiber traits in llamas and alpacas, ranging from simple single gene models to more complex additive multigene systems, depending on the characteristic. Moreover, significant genetic variability has been found in genes encoding structural protein of the fiber, suggesting that genetic improvement would be possible when the variants associated to desirable traits are discovered.Despite the progress achieved, there is still a lack of large-scale studies linking phenotypic traits to candidate genes in South American camelids. In this sense, the release of the chromosome-level Alpaca Reference Genome (VicPac3.1) in 2019 marked a turn point in camelid research, allowing the mapping of candidate genes for fiber traits, the identification of thousands of SNPs and the development of a high-density SNP array. The application of this array in genome wide association studies (GWAS) in both the alpaca and the llama, will contribute to accelerate the discovery of new genes and pathways related to pigmentation and will allow to advance towards the identification of genetic variation influencing more complex traits, like the ones that affect fiber quality.
Authors: M Kadwell; M Fernandez; H F Stanley; R Baldi; J C Wheeler; R Rosadio; M W Bruford Journal: Proc Biol Sci Date: 2001-12-22 Impact factor: 5.349