Abstract
The great diversity of color patterns observed among amphibians is largely explained by the differentiation of relatively few pigment cell types during development. Mexican axolotls present a variety of color phenotypes that span the continuum from leucistic to highly melanistic. The melanoid axolotl is a Mendelian variant characterized by large numbers of melanophores, proportionally fewer xanthophores, and no iridophores. Early studies of melanoid were influential in developing the single-origin hypothesis of pigment cell development, wherein it has been proposed that all three pigment cell types derive from a common progenitor cell, with pigment metabolites playing potential roles in directing the development of organelles that define different pigment cell types. Specifically, these studies identified xanthine dehydrogenase (XDH) activity as a mechanism for the permissive differentiation of melanophores at the expense of xanthophores and iridophores. We used bulked segregant RNA-Seq to screen the axolotl genome for melanoid candidate genes and identify the associated locus. Dissimilar frequencies of single-nucleotide polymorphisms were identified between pooled RNA samples of wild-type and melanoid siblings for a region on chromosome 14q. This region contains gephyrin (Gphn), an enzyme that catalyzes the synthesis of the molybdenum cofactor that is required for XDH activity, and leukocyte tyrosine kinase (Ltk), a cell surface signaling receptor that is required for iridophore differentiation in zebrafish. Wild-type Ltk crispants present similar pigment phenotypes to melanoid, strongly implicating Ltk as the melanoid locus. In concert with recent findings in zebrafish, our results support the idea of direct fate specification of pigment cells and, more generally, the single-origin hypothesis of pigment cell development.
Keywords: genetic linkage analysis, axolotl, mutant, pigmentation, neural crest
1. Introduction
The Mexican axolotl has a deep and colorful history. Thirty-three axolotls were famously imported from Mexico to Europe in 1863 to establish a population at the Jardin des Plantes in Paris [1]. Descendants from this population were distributed throughout the world to found laboratory populations that remain in existence today. All of the original Paris axolotls, except for one, presented approximately olive-green wild-type axolotl coloration, owing to the intermingling of black melanophores, yellow xanthophores, and more sparsely distributed iridescent iridophores (Figure 1). The lone non-wild-type axolotl in the original Paris collection presented a leucistic phenotype (white) characterized by few to no melanophores. White axolotls proved to be valuable in early embryological studies because they provided a non-pigmented background to monitor the behaviors of grafted, melanin-containing cells from wild-type axolotl donors. Today, white axolotls are preferred over more darkly pigmented wild-type axolotls for visualization of fluorescent probes and making transgenics with fluorescent reporter constructs. While the white phenotype was shown to be determined by a Mendelian locus over 100 years ago [2], the underlying lesion was only recently identified as a splicing defect in the Endothelin 3 gene [3].
During the long domestication history of laboratory axolotls, additional pigment variants were discovered and shown to have simple Mendelian modes of inheritance. For example, the melanoid color variant was discovered in the 1960s from crosses that paired second-generation descendants of imported axolotls from Mexico [4]. Thus, like white, melanoid is a natural color variant that may still be present in the native Xochimilco, Mexico population. Relative to the wild type, melanoid is characterized by increased numbers of melanophores, fewer xanthophores, and an absence of iridophores. During development, melanophore numbers greatly increase in melanoid embryos and larvae as they age and become distributed throughout the skin to yield a uniform dark coloration that largely masks the yellow pigment of xanthophores. Soon after the discovery of melanoid, embryo grafting experiments [4,5] established that the effects of the melanoid mutation are intrinsic to the neural crest and therefore may be associated with a gene that regulates the differentiation of pigment cell progenitors. Subsequent experiments conducted by Bagnara et al. [6] showed that the dark melanoid coloration could be partially phenocopied by treating embryos (and extending treatments into the early larval period) with allopurinol, a xanthine dehydrogenase (XDH) inhibitor. Bagnara et al. [6] proposed that melanoid was associated with a defect in XDH activity, and Thorsteinsdottir and Frost [7] provided biochemical data showing similar concentrations of pterin pigment products of XDH activity in the skin of melanoid- and allopurinol-treated wild-type axolotls. These results were influential in motivating a hypothesis [8] that pigment cells differentiate directly from a common progenitor stem cell that has the potential to develop any of the organelles that define distinct or mosaic pigment cell types (Figure 2). This hypothesis proposes that genetic and environmental factors, such as the relative concentrations of intracellular pigment molecules present at the time of pigment cell differentiation bias the formation of pigment-producing organelles. According to this hypothesis, melanophores permissively differentiate in melanoid axolotls because multipotent pigment progenitor cells have reduced XDH activity and lower levels of purine and pterin pigments that are synthesized by organelles of iridophores and xanthophores, respectively [8].
Since the proposition of a single-origin basis for pigment cells, pigment cell differentiation has been studied intensively using teleost fish, especially the zebrafish. Many genes have been identified that function in the specification of pigment cell fates, such as the requirement of melanocyte inducing transcription factor (Mitf) for melanophores [9] and leukocyte tyrosine kinase (Ltk) for iridophores [10]. In contrast to the single-origin model of pigment cells, studies of zebrafish have revealed a more progressive process of differentiation involving intermediate progenitor cells that arise from a neural-crest-derived progenitor. For example, a bipotent precursor has been proposed for the origin of melanoblast and iridoblast intermediate progenitors that, in turn, originate melanophores and iridophores, respectively [10]. The overall process of progressive fate specification is largely controlled by genetic factors that act autonomously within cells, although cell fate is also influenced by environmental factors, including temporal and spatial feedback received from the environment, migratory cues, and pigment cell–cell interactions [11,12,13,14]. A cyclical fate restriction hypothesis was recently advanced to reconcile patterns of gene expression within pigment cell progenitor populations that are unexpected under a strict model of progressive fate specification [15]. A more recent analysis using techniques to accurately measure lowly expressed genes during zebrafish neural crest and pigment cell differentiation provide support for the hypothesis and direct fate specification of at least some pigment cell types [16].
The large axolotl genome presents a challenge to mapping genes for mutant phenotypes. Genetic linkage analysis provides an efficient approach for identifying genes that cosegregate with Mendelian phenotypes when prior biological knowledge is available to prioritize a few candidate genes to test [3,17]. However, when biological knowledge is lacking to prioritize a shortlist of candidate genes, such as in the case of melanoid, it is more efficient to pursue approaches that can access and evaluate regions throughout the genome for candidate genes [18]. In this study, we used bulked segregant RNA-Seq (BSR-Seq) [18] to identify two candidate genes for melanoid: Ltk and gephyrin (Gphn). Using CRISPR-Cas9 genome editing, we show that Ltk crispants are phenotypically similar to melanoid, strongly implicating Ltk as the melanoid locus. We discuss these results within the contexts of the single-origin of pigment cells hypothesis and teleost-inspired models of pigment cell differentiation.
2. Materials and Methods
2.1. Animal Procedures
Embryos, larvae, and adults (RRID: AGSC_100E, AGSC_101E, and AGSC_102E) used in this study were obtained from the Ambystoma Genetic Stock Center (RRID:SCR_006372), and all experiments were performed using either 50% (pre-hatching) or 100% (post hatching) rearing water (ARW: 1.75 g NaCl, 100 mg MgSO4, 50 mg CaCl2, and 25 mg KCl per liter buffered with NaHCO3 to pH 7.3–7.5) in a room maintained at 17–18 °C. Larvae were housed in glass or polypropylene bowls at either low density (8–10 per bowl) or one per container. After larvae reached 5 cm, they were transferred to 9 L boxes in an Aquatic Enterprises recirculating system. Larvae were initially fed newly hatched brine shrimp until they reached 3 cm total body length, then transitioned to California black worms (J.F. Enterprises, Linden, CA, USA) until they were large enough to be fed soft moist pellets (Wilbur-Ellis Nutrition, LLC, Vancouver, WA, USA). Animals were anesthetized using a 0.02% benzocaine solution. Benzocaine was first dissolved in 4 mL 100% EtOH; then, the chemical and solvent were diluted in 1 L of ARW. Animal care procedures were approved under University of Kentucky IACUC protocol 2017-2580.
2.2. Bulked Segregant RNA-Seq
A spawn was made using a wild-type female carrier of the melanoid allele and a melanoid male. A total of 16 melanoid and 16 wild-type siblings were reared to approximately 3 cm, and tail tissue was collected from each while under benzocaine anesthesia. The resulting tail tips were pooled into separate 1.7 mL plastic tubes and flash frozen with dry ice to create melanoid and wild-type bulk pools for RNA isolation and bulked segregant RNA-Seq [19]. Tail tissue samples were dissociated with 23- and 26-gauge needles, and RNA was isolated with TRIzol, then further purified using a QIAGEN RNeasy Mini Kit with DNase treatment (QIAGEN, Germantown, MD, USA). The resulting RNA pools were used to generate outsourced Poly (A) RNA-seq libraries that were sequenced on an Illumina HiSeq 2500 (Illumina, San Diego, CA, USA) by Singulomics (V4 sequencing chemistry, 125 bp paired end reads, Singulomics, Bronx, NY, USA). Reads from each pool of melanoid or wild-type individuals were mapped to the axolotl genome assembly [20] using HiSat2 [21]. SNPs were identified using BCFtools [22,23], and significantly different SNP frequencies at polymorphic sites were identified using Popoolation2 [24] and Fishers exact test. RNA sequence data are available from the Short Read Archive at the National Center for Biotechnology Information (Bioproject Accession PRJNA954746; SRR24142135 and SRR24142135).
2.3. Genetic Linkage Analysis
A spawn was made using a wild-type female carrier of the melanoid allele and a melanoid male. A total of 48 melanoid and 48 wild-type offspring from this spawn were reared to approximately 3 cm, and tail tissue was collected from each while under benzocaine anesthesia. During animal rearing, larvae were fed brine shrimp. The resulting tail tips were placed into separate 1.7 mL plastic tubes and placed on ice for DNA isolation. DNA isolations were performed using a New England Biolabs (NEB, Ipswich, MA, USA) Monarch genomic DNA isolation kit. DNA concentrations were determined using a Nanodrop (Thermo Scientific, Waltham, MA, USA), and all samples were diluted to 30 ng/uL for PCR. Using 150 ng per PCR reaction, the following conditions were used: 1 cycle at 94 °C for 3 m; 34 cycles of 94 °C for 45 s, 60 °C for 45 s, and 72 °C for 30 s; and 1 cycle at 72 °C for 7 min. PCR primers were designed to amplify amplicons for Gphn and Ltk loci (Supplemental File S1). PCR amplicons were treated with NEB ExoSAP-it and shipped to Eurofins for Sanger sequencing. The resulting sequences were compared using Geneious Prime software (Geneious Prime® 2023.0.1, Biomatters Ltd, Aukland, NZ) to search for polymorphisms that could be used to infer linkage of melanoid to Gphn and Ltk loci.
2.4. CRISPR-CAS9 Disruption of Ltk and Gphn
Two guide RNAs (gRNAs) (CACGACCATCAAATCCGCGT and CTCATGCAATCGACCTCTTA) were designed to target the first and seventh exons of Gphn, respectively (Am2.2 transcript assembly, AC_02200042067.1, https://www.axolotl-omics.org, accessed on 5 January 2022). Additionally, two gRNAs (AATGGATGTATATTCCCCAC and GAATCTTCTTGTTCAACCGT) were designed to target the third and last exons of Ltk (a full-length Ltk gene model was built by merging AMEX60DD301011957.6 and AMEX60DD301011957.7 from AmexT_v47 transcriptome assembly, https://www.axolotl-omics.org, accessed on 5 January 2022). To perform CRISPR, gRNAs were duplexed with common Alt-R tracrRNA, aliquoted, and stored at −80 °C. All RNA products were synthesized by Integrated DNA Technologies. Guide RNAs and Alt-R tracrRNA were mixed with Cas9 ribonucleoprotein and injected into 1-cell stage embryos as described previously [25]. Tail tip tissue was collected from presumptive crispants for DNA isolation, PCR, and DNA sequencing according to methods described above.
2.5. Ltk Quantitative PCR
Melanoid and wild-type (axolotls not carrying melanoid alleles) embryos were sampled from two separate spawns at developmental stages 31, 36, and 43 [26]. RNA was isolated for 3 individuals per spawn at each developmental stage according to the method described above. Equivalent amounts of RNA were used to make cDNA using a ProtoScript II first-strand cDNA synthesis kit (NEB, Ipswich, MA, USA); then, 1 μL of the resulting cDNA was used for quantitative PCR (qPCR) using FastStart SYBR Green Master (Roche Diagnostics, Indianapolis, IN, USA). qPCR was performed on a Roche Lightcycler 96 using Ltk primers that were designed to generate a cDNA amplicon spanning exons 27 and 28. Ltk amplification was compared to a reference gene (Atp5pb) wherein primers were designed to generate a cDNA amplicon spanning exons 5 and 6. The qPCR primer sequences are listed in Supplemental File S1. The 2−ΔΔCT method was used to calculate relative gene expression [27].
2.6. Ltk Genomic Sequencing
PCR primers were designed to amplify Ltk exons using genomic DNA samples prepared from a melanoid and a wild-type sibling. PCR primers are detailed in Supplemental File S1, and Ambystoma mexicanum nucleotide and protein sequences are detailed in Supplemental Files S2 and S3.
3. Results
3.1. Bulk Segregant RNA-Seq Identified Two Candidate Genes for Melanoid
To identify loci linked to the melanoid locus, we used bulk segregant RNA-Seq [19] (Figure 3A). Embryos from a cross that segregated melanoid and wild-type individuals were used to create two melanoid and two wild-type RNA pools (N = 16 per pool) that were each subjected to Illumina short-read RNA sequencing to identify single-nucleotide polymorphisms (SNPs). Analysis of SNPs across the genome revealed a region on chromosome 14q with dissimilar frequencies between the pools (Figure 3B). Examination of genes within this region identified two candidates: leukocyte tyrosine kinase (Ltk) and gephyrin (Gphn) (Figure 3B).
Ltk is the genetic determinant of the zebrafish shady mutant, which lacks iridophores [10]. Gphn encodes an enzyme that catalyzes the synthesis of the molybdenum cofactor that is required for XDH activity [28]. SNPs were identified within the Ltk coding sequence between an adult female carrier of melanoid and an adult melanoid male (Figure 4). These individuals were crossed to generate 96 embryos that segregated wild-type and melanoid phenotypes. All embryos that inherited a heterozygous SNP Ltk genotype at 14q:291,079,992 presented wild-type coloration, and all embryos that inherited a homozygous SNP genotype presented melanoid coloration, consistent with linkage to a single locus. DNA sequencing of the Gphn locus failed to identify an SNP that was informative for mapping; thus, we were unable to formally exclude Gphn as contributing to melanoid coloration.
3.2. CRISPR-Cas9 Disruption of Ltk Phenocopied Melanoid
CRISPR-Cas9 was performed to determine if Ltk or Gphn gene editing would generate offspring with a melanoid-like color pattern. Two guide RNAs targeting Ltk and Gphn coding sequences were injected into one-cell-stage wild-type embryos and visually assessed for color at developmental stage 42 [26]. Approximately 150 embryos were injected for each gene, yielding 50 Ltk and 20 Ltk Gphn crispants that developed normally to hatching. No iridophores and relatively more melanophores were observed for Ltk gRNA-injected embryos than non-injected wild-type control embryos at developmental stage 42 (Supplemental File S2). The five most darkly pigmented Ltk crispants were assessed for Ltk genome editing. DNA sequence electropherograms for all five individuals yielded overlapping sequence traces with insertion/deletion polymorphisms consistent with CRISPR-Cas9 editing (Supplemental Files S3 and S4); these individuals were reared to larval and juvenile stages to assess fully developed color patterns. We note that two control embryos were heterozygous for a nucleotide site within the 20-base-pair gRNA2 target sequence. As both wild-type alleles would not be accessible for gRNA2 editing in heterozygous individuals, pigmentation phenotypes may be entirely attributable to Ltk gRNA1 editing. At 105 days post injection, the 5 Ltk crispants lacked iridophores in the iris and were characterized by a uniform distribution of melanophores throughout the skin that masked underlying xanthophores (Figure 5A,C). At 10 months of age, four of five Ltk crispants were indistinguishable from melanoid axolotls; Ltk crispant 3 presented patches of xanthophores on the head and flank and one iridophore-pigmented eye, consistent with CRISPR-Cas9 mosaicism (Figure 5D). In contrast to Ltk crispants, Gphn crispants presented wild-type color at developmental stage 42 and were significantly smaller than non-injected controls 110 days post fertilization. DNA sequence electropherograms for all nine individuals yielded overlapping sequence traces with insertion/deletion polymorphisms consistent with CRISPR-Cas9 editing (Supplemental Files S5 and S6); these individuals were further reared to assess fully developed color patterns. All 9 Gphn Crispants that were raised to 8 months of age presented wild-type coloration and catatonic states, resting on their back or sides instead of their limbs and only mounting a feeble swimming response when startled (Movie S1). These phenotypes are characteristic of molybdenum cofactor deficiency, complementation group C, a human disease that is associated with Gphn lesions [29]. These results implicate Ltk and exclude Gphn as the gene associated with melanoid.
3.3. DNA Sequencing of Ltk Exons and Quantitative PCR Analysis
The CRISPR-Cas9 Ltk editing results suggested the possibility that melanoid may be associated with a DNA mutation in the Ltk coding sequence. To test this hypothesis, we sequenced presumptive Ltk exons using genomic DNA samples from melanoid and wild-type siblings. As the wild-type sibling was a heterozygous carrier of melanoid, we were able to infer Ltk sequences for wild-type and melanoid alleles. A full-length Ltk gene model is not available in the current axolotl assembly (AmexG.v6). To generate a full-length model, we merged partial gene models (AMEX60DD301011957.6 and AMEX60DD301011957.7) to derive an Ltk model with 28 exons, 4320 nucleotides, and 1439 amino acids (Supplemental Files S6 and S7). PCR amplicons for the 28 exons were aligned to identify 19 single-nucleotide polymorphisms between wild-type and melanoid Ltk alleles. Most of the substitutions are predicted to be synonymous; however, seven nonsynonymous substitutions were observed. We aligned the wild-type and melanoid sequences relative to Ltk sequences from Gallus gallus (GenBank XP_046775648.1), Xenopus tropicalis (GenBank XP_00293378.2), Danio rerio (GenBank XP_005158843), Pluerodeles watl (GenBank KAJ1104026.1), and Geotrypetes seraphini (XP_033809083.1) (Supplemental File S7). We observed interspecific amino acid polymorphisms for five of seven nonsynonymous substitutions identified between the wild-type and melanoid alleles. Two nonsynonymous substitutions were unique for the melanoid allele relative to the other sequences: a serine (S) in place of a phenylalanine (F) at position 272 and an alanine (A) in place of a valine (V) at position 664. Whereas a V -> A substitution is predicted to be relatively conservative in regard to disrupting protein structure, owing to the non-reactive nature of alanine, an F -> S substitution is predicted to be more disruptive because these amino acids differ in hydrophobicity. Moreover, the F->S substitution is observed in the MAM (meprin, A-5 protein, and receptor protein tyrosine phosphatase mu) catalytic domain of LTK, an extracellular domain that mediates ligand binding and cell signaling in tyrosine phosphatase family proteins [30].
In addition to structural variations, melanoid and wild-type Ltk alleles may be transcribed differently. RNA-Seq reads were recovered for Ltk exons from both the wild-type and melanoid pools used in the bulk segregant RNA-Seq analysis, suggesting that Ltk is expressed by melanoid individuals. However, the depth of sequencing performed in the bulk segregant analysis was not sufficient to determine if there are quantitative differences in expression between wild-type and melanoid individuals. Quantitative PCR (qPCR) was performed to determine if expression differed between melanoid and wild-type individuals at embryonic stages preceding stages 31 and 36 and during the time that iridophores are first observed in the iris (stage 43). Ltk levels were relatively low at all stages, and fold expression was higher in wild-type individuals at stage 43 but not statistically significantly higher (t-test, p = 0.08) (Figure 6). While more Ltk transcripts are expected in stage 43 wild-type individuals that develop iridophores, we did not observe a difference in gene expression between wild type and melanoid embryos at earlier developmental stages when iridophores are presumably differentiating. The bulk segregant RNA-Seq and qPCR results suggest that melanoid is not associated with altered Ltk transcription. Tentatively, melanoid may be associated with altered protein function, as we detected a non-conservative amino acid substitution in the Ltk melanoid allele that is not observed in any other vertebrate orthologous sequence.
4. Discussion
Many biologically significant mutants have been discovered during the 150-year domestication history of the laboratory axolotl [31]. These include several pigmentation mutants that affect quantitative differences in the relative numbers of three amphibian pigment cell types: black melanophores, iridescent iridophores, and yellow xanthophores [6]. Previously, we performed candidate gene linkage analyses to identify loci associated with albino (Tyr) and white (Edn3) [3]. Here, bulked segregant RNA-Seq was used to identify two candidate genes for melanoid, which, in comparison to the wild type, is characterized by increased numbers of melanophores, fewer xanthophores, and an absence of iridophores. Linkage analysis and CRISPR-Cas9 genome editing strongly implicate Ltk as the melanoid locus. Our study shows the utility of bulked segregant RNA-Seq for identifying Mendelian loci in the large axolotl genome and the efficiency of CRISPR-Cas9 to evaluate candidate genes in the axolotl. Although additional work is needed to identify the underlying Ltk mutation, which may be associated with a non-conservative amino acid substitution in the Ltk MAM protein domain, our results provide new insights about pigment cell fate specification in a representative amphibian.
Early studies of the melanoid axolotl color variant were influential in motivating the single-progenitor cell origin of pigment cells [8]. This hypothesis proposes that the three primary pigment cell types arise directly from a multipotent progenitor cell, and the relative contributions of genes and environmental factors that act within this progenitor cell population determine the relative number and abundance of the three pigment cell types. Consistent with this model, our results associate cell fate changes in all three pigment cell populations with Ltk gene function (Figure 7A). Mutagenesis of Ltk in axolotls similarly blocks fate specification of iridophores and affects the differentiation of melanophores. Melanophores were observed to uniformly cover the skin of axolotl Ltk Crispants and mask xanthophore yellow coloration, phenotypes characteristic of melanoid; these axolotls lacked iridophores in the iris. A formal analysis of xanthophore cell numbers is needed to verify that these cells are less abundant in Ltk crispants as they are in melanoid axolotls.
In zebrafish, Ltk is critical for the early development of iridophores. Specifically, in shady mutants that are associated with Ltk lesions [10] and in Ltk zebrafish knockouts [32,33], few to no iridophores are observed (Figure 7B). Ltk lesions specifically impact iridophores in zebrafish, inducing apoptosis, while melanophore and xanthophore populations are unaffected [10]. Our results suggest a broader role for Ltk in specifying axolotl pigment cell fates, showing that Ltk knockdown affects iridophore, melanophore, and, presumably, xanthophore populations, as is observed in melanoid. A lesion that simultaneously affects the fate of multiple cell types supports the idea of a multipotent progenitor and direct fate specification (Figure 7C), as has been recently proposed for zebrafish pigment cell differentiation [10,16] and as was proposed in the single-origin hypothesis for pigment cells [8]. Additional studies are needed to determine if there are fundamental differences within amphibia in terms of how key genes function to regulate pigment cell fates.
Supplementary Materials
The following supporting information can be downloaded at https://www.mdpi.com/article/10.3390/genes14040904/s1: Supplemental File S1: PCR primer sequences; Supplemental File S2: Representative control and Ltk gRNA injected embryos; Supplemental File S3: Electropherograms showing Ltk gRNA1 editing; Supplemental File S4: Electropherograms showing Ltk gRNA2 editing; Supplemental File S5: Electropherograms showing Gphn gRNA1 editing; Supplemental File S6: Electropherograms showing Gphn gRNA2 editing; Supplemental File S7. Ltk nucleotide sequences generated for A. mexicanum wild type and melanoid alleles; Supplemental File S8. Ltk amino acid sequences for A. mexicanum wildtype and melanoid alleles, and orthologous sequences from Danio rerio, Gallus gallus, Geotrypetes seraphini, and Xenopus tropicalis. Movie S1: All 9 Gphn Crispants that were raised to 8 months of age presented wild-type colora-tion and catatonic states, resting on their back or sides instead of their limbs and only mounting a feeble swimming response when startled.
Author Contributions
Conceptualization, L.S.II, J.J.S. and S.R.V.; methodology, M.K., R.C., N.T., J.J.S. and S.R.V.; software, N.T. and J.J.S.; validation, M.K., R.C. and S.R.V.; formal analysis, M.K., R.C., N.T., J.J.S. and S.R.V.; investigation, M.K., R.C. and S.R.V.; resources, L.S.II, J.J.S. and S.R.V.; data curation, M.K., R.C., N.T., J.J.S. and S.R.V.; writing—original draft preparation, S.R.V.; writing—review and editing, M.K., R.C., L.S.II, N.T., J.J.S. and S.R.V.; visualization, J.J.S. and S.R.V.; supervision, S.R.V.; project administration, S.R.V.; funding acquisition, S.R.V. and J.J.S. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
The animal study protocol was approved by the University of Kentucky Institutional Animal Care and Use Committee under protocol 2017-2580.
Informed Consent Statement
Not applicable.
Data Availability Statement
RNA sequence data will be submitted to the Short Read Archive at the National Center for Biotechnology Information prior to publication.
Conflicts of Interest
The authors declare no conflict of interest.
Funding Statement
This work was funded by the Office of Infrastructure Programs at the National Institutes of Health (R24OD010435, P40OD019794).
Footnotes
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
RNA sequence data will be submitted to the Short Read Archive at the National Center for Biotechnology Information prior to publication.