Abstract
Fish have colonized nearly all aquatic niches, making them an invaluable resource to understand vertebrate adaptation and gene family evolution, including the evolution of complex neural networks and modulatory neurotransmitter pathways. Among ancient regulatory molecules, the gaseous messenger nitric oxide (NO) is involved in a wide range of biological processes. Because of its short half-life, the modulatory capability of NO is strictly related to the local activity of nitric oxide synthases (Nos), enzymes that synthesize NO from L-arginine, making the localization of Nos mRNAs a reliable indirect proxy for the location of NO action domains, targets, and effectors. Within the diversified actinopterygian nos paralogs, nos1 (alias nnos) is ubiquitously present as a single copy gene across the gnathostome lineage, making it an ideal candidate for comparative studies. To investigate variations in the NO system across ray-finned fish phylogeny, we compared nos1 expression patterns during the development of two well-established experimental teleosts (zebrafish and medaka) with an early branching holostean (spotted gar), an important evolutionary bridge between teleosts and tetrapods. Data reported here highlight both conserved expression domains and species-specific nos1 territories, confirming the ancestry of this signaling system and expanding the number of biological processes implicated in NO activities.
Keywords: fish, brain evolution, nitric oxide synthase, nNos, neuronal nos
1. Introduction
Ray-finned fishes (Actinopterygii) experienced the largest radiation within vertebrates [1,2,3], colonizing almost all aquatic habitats. Within ray-finned fishes, the crown group Neopterygii includes holosteans and teleosts, which evolved several morphological and functional adaptations that facilitated their expansion, including complex neural networks and innovative modulatory neurotransmitter pathways that contributed to their evolutionary success. Nitric oxide (NO), an ancient gaseous regulatory molecule [4], is involved in a wide range of biological processes, including the elaboration of olfactory, visual, and neuroendocrine stimuli [5], learning and memory [6], and the modulation of social behaviors [7]. Tetrapods have three paralogs encoding the enzymes that produce NO, the nitric oxide synthase (Nos) genes Nos1, Nos2, and Nos3. These three paralogs appear to have arisen in the vertebrate genome duplication events [8]. Nos1 and Nos3 are constitutively expressed and Nos2 is induced by pro-inflammatory processes [9]. Compared to tetrapods, the fish nos family shows a more complex evolutionary scenario due to several gene duplications and gene loss events [10]. Nos1, in contrast to the other two paralogs, is present ubiquitously across the gnathostome lineage [8,10,11]. Nos1 is the predominant source of NO in brain neurons [11], and since this gaseous neurotransmitter cannot be stored within cells, its functional properties depend on continuous new synthesis [12].
A discrete number of brain areas expressing nos have been mapped in adult teleosts, including preoptic area, hypothalamus, optic tectum, rhombencephalic neurons, pituitary cells, olfactory bulb, thalamus, hypothalamus, tegmentum and cerebellum, cranial nerves, and spinal cord nuclei [5,13,14,15,16,17,18,19,20]. Moreover, a recent study on the expression pattern of nos1 in the adult brain of spotted gar (Lepisosteus oculatus), a representative of the holosteans, the sister group to the teleosts, described the pattern of nitrergic neuronal system highlighting shared and derived traits in respect to teleosts [21]. Nitrergic neurons have been characterized during fish embryogenesis exclusively in cyprinids, where they play key roles in neurogenesis, organogenesis, and early brain physiology [22,23,24,25]. In this work, to help define regions of the brain in which the nitrergic system might be essential for normal brain development and function, we used a transcriptional approach as the first choice in understanding nos1 action. We investigated the conservation of nos1 gene expression domains in embryos and larvae of two teleosts (zebrafish (Danio rerio) and medaka (Oryzias latipes)) and an early-branching holostean spotted gar (L. oculatus), which has a better preserved ancestral genome organization than teleosts and thus provides an important evolutionary bridge between teleosts and tetrapods in cross-species comparisons [26,27]. The characterization of anatomical derivatives of the central nervous system among evolutionarily distant fish species can be facilitated by the comparison of the specific location of gene expression patterns within the neuronal Bauplan [28].
The investigation of potential NO sources in fish clades indicated above furthers our understanding of the functional evolution of this ancient signaling system. This study represents the first comparative analysis of nos1 expression patterns in development among divergent fish species and suggests specific homologies among nervous systems that pave the way for future detailed comparative work on the functions of NO in developing fish central nervous systems.
2. Materials and Methods
2.1. Embryo Collections
Embryos of the three species were fixed in 4% paraformaldehyde (PFA) in 1X phosphate buffered saline with 0.1% Tween20 (PBT) overnight at 4 °C, then dehydrated in increasing concentrations of methanol in 1X PBT until 100% methanol and kept at −20 °C until use.
Wildtype adult spotted gar (L. oculatus) were collected from the Atchafalaya River basin, Louisiana (USA) and cultured in a 2 m diameter tank containing artificial spawning substrate. Spawning was induced by injection of Ovaprim© (0.5 mL/kg). Embryos were raised in fish water (1 ppt salinity) at 24 °C in a 14/10 h light/dark cycle [29]. Developmental stages were annotated by both time in hours or days post-fertilization (hpf or dpf) and by morphological criteria as previously described [30].
Zebrafish (D. rerio) AB strain broodstock was maintained according to standard methods [31,32]. Zebrafish embryos were obtained by natural spawning, raised at 28 °C, and staged according to time and morphological criteria [33].
Medaka (O. latipes, Cab Strain) were kept at the Medaka Fish Facility, TIGEM (Telethon Institute of Genetics and Medicine, Pozzuoli, Italy), in standard conditions and staged as described previously [34].
2.2. Cloning and Probe Preparation
Total RNA was isolated by the phenol–chloroform method with EUROzol (EuroClone, Pero, Italy) from zebrafish and medaka embryos and from juvenile spotted gar brain. The cDNA was synthesized from 1 µg of total RNA using the SMART PCR cDNA Synthesis Kit (Takara, Kasatsu, Shiga, Japan). Specific primers for nos1 amplification were designed using zebrafish (NM_131660), medaka (NM_001104855), and spotted gar (XM_015366414) sequences, and are listed in Table S1. Amplicons were cloned into the pGEM-T Easy Vector (Promega, Madison, WI, USA). Specific antisense Digoxygenin-UTP riboprobes were designed to avoid cross-hybridization among nos gene paralogs and were synthesized with SP6 or T7 RNA polymerases using the DIG RNA Labeling Kit (Roche, Basel, Switzerland).
2.3. In Situ Hybridization
Although in situ hybridization protocols differed slightly among the three species, we tried to use comparable the staining and imaging experimental settings to avoid technical bias and, while we recognize that making quantitative comparisons of in situ hybridization data across genes and species has pitfalls, comparisons of different expression domains within a single individual is internally controlled.
Whole mount in situ hybridization experiments in zebrafish embryos followed the previously described protocol [32] with minor modifications: we removed endogenous melanin pigmentation using bleaching solution ((3% hydrogen peroxide (H2O2) and 1% potassium hydroxide (KOH) in distilled water (ddH2O)) for a few minutes, hybridized at 65 °C, and used BM-Purple as the staining reaction substrate (Roche, Basel, Switzerland). Embryos were washed several times in 1X PBT, mounted in 80% glycerol in PBS, and photographed.
Whole mount in situ hybridization experiments in medaka embryos were carried out as described [35], and after washes and photography were embedded in a mix of bovine serum albumin and gelatin from porcine skin (Sigma-Aldrich, St. Louis, MO, USA), then sectioned using a vibratome at a thickness of 20 µm. Because of skin thickness and weak probe penetration, spotted gar in situ experiments were performed on cryosections following the original protocol described by [36], including modifications reported by [37]. To block the staining reaction, slides were washed in 2X PBT and then mounted as follows: two washes in ddH2O, quick dehydration steps through graded ethanol to 100%, clearing in xylene, and coverslipping using Permount (Fisher Scientific, Waltham, MA, USA).
Microscopy was performed using an Axio Imager Z2 with Apotome 2 microscope (Carl Zeiss, Jena, Germany), equipped with an Axiocam 503 color digital camera and Axio Vision software for analysis.
3. Results
3.1. Expression Pattern of nos1 in the Brain of Zebrafish Embryos and Larvae
To identify nos1 expression domains in teleosts, we began with zebrafish. Whole mount in situ hybridization experiments were performed on zebrafish embryos at 24 and 48 hpf and on larvae at 72 and 96 hpf. Results showed an increase of nos1-positive territories during brain development, confirming data in the literature [24,25,38]. At 24 hpf, nos1 expression appeared in the pallial and subpallial territories of the telencephalon and the alar hypothalamic region (dorsal portion of hypothalamus) and in the epidermis (Figure 1A,B). At 48 hpf, nos1 expressing cells appeared in the telencephalon and in the dorsal portion of the hypothalamus as at 24 hpf. Expression of nos1 was also detected in the diencephalon proper (mainly in the basal plate of prosomere 1, 2, and 3), midbrain basal plate, and various spots in the rhombencephalon (including the locus coeruleus) (Figure 1C,D). At 72 hpf, olfactory bulbs, the pallial and subpallial territories of the telencephalon, and the alar and basal (mainly the retrotuberal) domains of the hypothalamus expressed nos1. Moreover, expression also appeared in basal plate derivatives from prosomeres p1 to p3, in the mesencephalon and cerebellum, and in the rhombencephalon (Figure 1E,F). At 96 hpf (Figure 1G,H), nos1 signal spread to other derivatives in the main areas of the brain mentioned above, but novel signals emerged in several areas of the retina (Figure 1H) and the gut (Figure 1G). Single-cell transcriptomics (scRNA-seq) provides an independent dataset that validates expression domains observed in in situ hybridization experiments. The scRNA-seq data analysis [39] showed that the highest levels of nos1 expression in zebrafish embryos at 24 and 48 hpf and at 5 dpf is in the periderm and a specific group of midbrain and hindbrain neurons (Figure S1). At mid-value levels of expression, nos1 was expressed in blood vessels and ionocytes, and at lower levels in liver, muscle, basal skin cells, gill, retina, and in the CNS in the forebrain, floorplate of the midbrain, and in spinal cord progenitor cells, all as confirmed by the in situ hybridization results.
3.2. Expression Pattern of nos1 in the Brain of Medaka Embryos and Larvae
In medaka embryos, in situ hybridization experiments revealed nos1 expression at stages 28, 30, 32, and 34, according to [34]. Coronal/transverse sections at stage 28 (Figure 2A,B) revealed nos1 expression in the prosencephalic region of the central nervous system, around the boundary between prethalamus and hypothalamus (Figure 2 (sections 1–2)), and outside the central nervous system (CNS) in a territory that is likely the primordium of extraocular muscles (Figure 2 (sections 2–3)). Caudally, nos1 was expressed in a group of cells that appear to correspond to the thyroid primordium (Figure 2 (section 4)). At stage 30 (Figure 2C,D), the primordium of extraocular muscles (Figure 2 (section 5–8)) and the putative primordium of the thyroid (Figure 2 (section 9)) continued to be positive. Furthermore, an additional punctate signal appeared in ventricular layer cells of the rhombencephalon close to the fourth ventricle (Figure 2 (sections 8–9)), flanked by superficial post-mitotic cells in the boundary between the alar and basal plate (Figure 2 (section 9)), and in the rhombencephalon (Figure 2 (section 10)). At stage 32 (Figure 2E,F), a new nos1 expression domain appeared in some of the derivatives of the pallial and subpallial regions of the telencephalon (Figure 2 (section 11–12)). This developmental phase maintained a signal in extraocular muscles (Figure 2 (section 13–15)) and in the postulated thyroid primordium (Figure 2 (sections 15–16)), which at this stage had migrated to the anterior-midline of the body close to the mesencephalon (see stage 30). More posteriorly, nos1 was expressed in the basal plate of the rhombencephalon (Figure 2 (section 17–18)), around the notochord, and in a few isolated neurons of the sympathetic ganglia (Figure 2 (section 18–19)). At stage 34 (Figure 2G,H), nos1 signal increased conspicuously in all brain regions, including the forebrain mainly in the subpallium, in the preoptic area, hypothalamic domains (probably in the retrotuberal region), in the thalamus, in some parts of the alar and basal plate of the midbrain, in some domains of the hindbrain, and in extraocular muscle. Additionally, nos1 signal became detectable in the retina of the eye (Figure 2 (sections 21–28)). Moreover, nos1 gene expression occurred in the notochord and in what appeared to be the liver primordium (Figure 2 (section 28)). At stage 28, nos1 transcript was detected in the embryonic tailbud, and then progressively decreased during development (Figure 2A–C,E,G).
3.3. Expression Pattern of nos1 in the Brain of Gar Embryos and Larvae
In spotted gar, we analyzed spatial and temporal nos1 expression patterns at 4, 6, 9, 11, and 14 dpf by in situ hybridization after sectioning in both horizontal and transversal orientations. At 4 dpf (Figure 3A–D), a few nos1-positive cells appeared among the postmitotic cells of the basal plate of the rhombencephalon with some of them close to the floor plate (Figure 3A,B,B’); in particular, positive signals became visible in the basal plate of the rhombencephalon in sections through the 4th ventricle (Figure 3C). Some nos1 positive cells emerged in the tuberal/retrotuberal region of the hypothalamus (Figure 3D,D’). Finally, nos1 was expressed in the ectoderm associated with the epidermis (Figure 3A–D). At 6 dpf (Figure 3E–J), a positive signal was present in the basal plate of the rhombencephalon (Figure 3E). In more caudal sections, in addition to expression in the rhombencephalon (Figure 3F,G), positive cells were present in the basal plate of the diencephalon proper (p1-p3). The hypothalamic basal plate in the tuberal/retrotuberal region was also nos1 positive, as in the previous developmental stage (Figure 3H). Moreover, nos1 was expressed in the trigeminal ganglia and in the eye, both where eye musculature will form and at the level of the primordium of the ciliary body/iris (Figure 3G). Cross sections confirmed nos1 expression in the tuberal/retrotuberal region and in a few positive cells in the thalamus (Figure 3I) in addition to expression in the basal plate of the rhombencephalon (Figure 3J). Finally, nos1 continued to be expressed in the ectoderm associated with the epidermis (Figure 3E–H). At 9 dpf (Figure 3K–P), nos1 expression was detectable in the basal plate of the mesencephalon (Figure 3K) and a positive signal was still present in the rhombencephalon, mainly in the basal plate (Figure 3L,M). Expression was evident in the tuberal/retrotuberal region of the hypothalamus, with a new expression domain in the acroterminal alar plate region, in the retina (Figure 3M,O), and in a position likely to be trigeminal ganglia (Figure 3N). Likewise, cross sections confirmed nos1 expression in the mesencephalic basal plate, tuberal/retrotuberal region, and the acroterminal alar hypothalamus (Figure 3O). Sections further confirmed nos1 expression in some derivatives of the basal plate and other domains at the boundary of the basal and alar plates, as well as in trigeminal ganglia (Figure 3P).
At 11 dpf (Figure 4A–K), nos1-positive cells localized in some derivatives of the alar and basal plate of the mesencephalon (Figure 4A,B), and in the alar and basal part of the rhombencephalon (Figure 4B). At this stage, nos1 expression in the retina and ciliary body and iris was evident (Figure 4C). As observed in previous stages, high expression was observed in a postmitotic derivative of the tuberal/retrotuberal portion of the hypothalamic region (Figure 4D,E). A new group of nos1 positive cells was localized in the basal plate of the spinal cord close to the floor plate. This gene was also expressed in some postmitotic derivatives of the basal plate of the diencephalon proper (prosomere 1–3) (Figure 4C). Cross sections confirmed most expression domains. Rostrally, a few cells expressed nos1 in the sub-pallial and pre-optic area (Figure 4F). In the eye, the retina and primordium of the ciliary body and the iris showed strong signal as well the tuberal/retrotuberal hypothalamus (more evident in Figure 4G–I). Signal was also observed in some derivatives of the alar and basal mesencephalic domains (Figure 4G,H). Positive nos1 signal was detected in the basal portion of the rhombencephalon (Figure 4I–K). Moreover, signal in the trigeminal ganglia was detected at this developmental stage (Figure 4K). At 14 dpf (Figure 4L–U’), nos1 expression increased in the integument as well as in several brain areas. Positive cells were present in the epidermis (Figure 4L, box). In the midbrain, nos1 expression was detected in the optic tectum (Figure 4L) and in the torus semicircularis area (Figure 4M). Caudally, positive cells were localized in the rhombencephalon (Figure 4M,N). The hypothalamic acroterminal and the tuberal/retrotuberal region expressed nos1 (Figure 4P), as did the diencephalic area. As in previous stages, nos1 signal occurred in the ciliary body and iris and in a layer across most of the retina (Figure 4O,P). Some cells from the basal plate close to the floor plate of the spinal cord also expressed nos1 (Figure 4P). Cross sections highlighted signal in the pallium, sub-pallium, and pre-optic area (Figure 4Q). Positive cells were present in the basal plate of the hypothalamic tuberal/retrotuberal region at the periventricular and ventricular strata (Figure 4R). Signal was also observed in the optic tectum and torus semicircularis of the mesencephalic area (Figure 4R,S). Moreover, nos1 signals were present in the alar and basal plate of the rhombencephalon (Figure 4T) and in its most caudal portion, probably, in the nucleus of the solitary tract (Figure 4U). Finally, a paired signal was evident in an unidentified region of the trunk, possibly blood vessels (Figure 4U1,U2).
4. Discussion
Traditionally, studies on the evolution of the central nervous system mainly considered neuroanatomical comparisons of whole brain size or interspecific structural variations. These approaches, however, do not allow a complete understanding of the evolution of neural pathway development. To illuminate evolutionary adaptations that occurred in the nitrergic system of ray-finned fish, we compared nos1 expression patterns during the development of three actinopterygian species (gar, zebrafish, and medaka), representing key nodes in fish evolution. Ray-finned fish possess a diversified nos gene repertoire characterized by several gene duplication and loss events [10].
Comparative analyses among species that diverged millions of years ago is complex due to difficulties in comparing developmental stages between species using character homologies [40]. To make progress, we first employed an empirical staging generalization based on anatomical studies of the three species [30,33,34] because they lack a dedicated comparative characterization at molecular level for specific anatomical and CNS markers. The prosomeric model was used to localize the main common landmarks of the central nervous system during development, main partitions of the brain, and postulate homologies. Following the prosomeric model, the positions of neural populations can be identified by specific gene expression patterns (neural genoarchitecture) [41,42]. Homologues’ derivatives share the same topological position in the Bauplan, an aspect that gene expression patterns help clarify [28,42,43,44,45].
The limited amount of available information, restricted to cyprinids and cichlids, shows that nos1 starts to be expressed a few hours after fertilization in the developing central and peripheral nervous systems concurrent with the differentiation of embryonic neuronal cell clusters and axonal scaffolds [20,22,23,24,25,46]. Our results obtained from three different fish species confirmed an increase of nos1 mRNA-expressing cells in some territories in common among all three species, but also in species-specific expression domains (Table 1).
Table 1.
Species (Stage) | Head Region | Trunk Region | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Tel | Di | Mes | Rho | Eye | Cn | Liv | Th | PNS | Nt | Sk | Tb | ||
Early Embryo | Zebrafish (24 hpf) | + | ++ | ++ | |||||||||
Medaka (st 28) | + | +++ | ++ | +++ | |||||||||
Gar (4 dpf) | + | + | +++ | ||||||||||
Late Embryo | Zebrafish (48 hpf) | ++ | ++ | ++ | |||||||||
Medaka (st 30) | ++ | ++ | ++ | ++ | |||||||||
Gar (6 dpf) | ++ | ++ | + | ++ | +++ | ||||||||
Early Larva | Zebrafish (72 hpf) | ++ | ++ | ++ | |||||||||
Medaka (st 32) | +++ | + | ++ | + | ++ | + | ++ | ||||||
Gar (9 dpf) | + | + | + | + | + | +++ | |||||||
Late Larva | Zebrafish (96 hpf) | ++ | ++ | ++ | ++ | ++ | |||||||
Medaka (st 34) | ++ | ++ | ++ | +++ | ++ | ++ | +++ | ++ | ++ | ||||
Gar (11–14 dpf) | +++ | +++ | ++ | +++ | +++ | ++ | ++ | +++ |
Staging in zebrafish according to Kimmel et al. 1995 (hpf), in gar, to Long and Ballard 2001 (dpf) and in medaka, to Iwamatsu 2004 (stage). Abbreviations: Cn, Cranial nerves; Di, Diencephalon; Liv, Liver; Mes, Mesencephalon; Nt, Notochord; PNS, Peripheral Nervous System; Rho, Rhombencephalon; Sk, Skin; Tb, Tailbud Tel, Telencephalon; Th, Thyroid. Visual scoring, + indicates the measure of nos1-positive cells: + low, ++ average, +++ high.
Expression of nos1 in the telencephalon was detected only in zebrafish at early stages and at later stages of development in all three selected species. In contrast, diencephalic expression of nos1 was detected early for all fish, but only gar and medaka maintained expression in the diencephalon throughout development. In the mesencephalon, nos1 expression appeared in the embryo only in zebrafish and gar, but in larval stages, the mesencephalon showed similar expression patterns in all three fish species. In the rhombencephalon, nos1 expression persisted from the late embryo stage throughout development in all three species.
In general, our results showed common nos1 expression patterns in brain territories of the three species tested here, suggesting that the gar expression could be highly similar to the common ancestral state and that this pattern has also been maintained in zebrafish and medaka.
While the CNS in the three investigated species had many common expression areas, other structures and peripheral organs provided different outcomes. The nos1 expression pattern in the developing eye has been described in teleosts [24,25,47] and is confirmed in our study. In gar, nos1 expression in the eye appeared at an earlier developmental stage than in the two teleosts, allowing one to speculate either that nos1 has roles in eye formation in gar missing from teleosts or that it has the same role in gar and teleosts but that the eye is developing somewhat more rapidly in gar than in the teleosts relative to other organs. Interestingly, nos1 positive cells appeared in the primordia of the thyroid exclusively in medaka, and liver in medaka and in zebrafish as shown by hybridization experiments (this work) and scRNA-seq data [39], respectively. In fish, a crosstalk between thyroid hormones and nitric oxide signaling pathways was demonstrated [48], although a direct role of NO has not yet been described in thyroid development. Analogously, the expression of nos genes in adult teleost liver was recently reported (reviewed in [49]), but the functions of nos1 in liver development remain to be established. These findings raise questions about specific roles NO might play in the growth, specialization, and physiology of these organs.
A peculiar signal was found in the tailbud of medaka early embryos, as previously reported [22], and here we also observed nos1 expression at later stages in this structure. In fishes, a pool of large neurosecretory neurons is located in the terminal segments of the spinal cord: the caudal neurosecretory system (CNSS) [50]. In this structure, NO acts as a local synchronizer for the neighboring neurosecretory cells [51]. The onset of the CNSS starts during early development stages, as demonstrated for Nile tilapia, Oreochromis niloticus [52], and chum salmon, Oncorhyncus keta [53]. Therefore, the presence and distribution of neuronal nos1 in medaka tailbud could be related to this neurosecretory system, but further experimental evidence is needed to test this hypothesis. Remarkably, NO synthesis was also reported in the caudal portion of the hindgut and anal region in the cephalochordate Branchiostoma lanceolatum [54]. It would be interesting to investigate the putative conservation of CNSS as well as physiological pathways in basally diverging chordates. The presence of nos1 expression in the fish skin has been associated with several roles, including the regulation of epithelial secretory activities linked to mucosal immunity [55]. Transient expression in epithelial cells was reported in zebrafish from 20 hpf to hatching stage [25] and our experiments support the putative involvement of NO in the skin both in zebrafish and gar, highlighting a strong gene expression in peridermal cells in all analyzed developmental stages.
In conclusion, the ancient and fundamental Nos1 enzyme, highly structurally conserved over evolution, has maintained its main expression domains in the CNS in teleosts and their sister group the holosteans, and so these domains likely represent the ancestral condition. On the other hand, diversified nos1 expressions in liver, thyroid gland, peripheral nervous system, and caudal neurosecretory system prompt the hypothesis that they could be linked to species-specific neurogenetic and developmental processes, which requires future investigation.
Acknowledgments
The authors thank Allyse Ferrara, Quenton Fontenot, Louisiana State University, and Ingo Braasch, Michigan State University, for helping in the obtainment of spotted gar embryos. Giovanni Annona was supported by the “POR Campania FSE 2014/2020” research grant and by an EMBO Short Term Fellowship to visit Postlethwait laboratory in Oregon (USA) and for the field trip in Louisiana (USA).
Supplementary Materials
The following supporting information can be downloaded at: www.mdpi.com/article/10.3390/genes13050918/s1, Table S1: Primers used to synthetize riboprobes. Figure S1: zebrafish scRNA-seq data analysis.
Author Contributions
Conceptualization: G.A., J.L.F., J.H.P. and S.D.; methodology, G.A., I.C., P.D.L., J.H.P. and S.D.; investigation G.A.; validation, G.A., J.L.F., S.D.; writing original draft: G.A. and S.D.; writing review and editing: all authors. 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 Oregon Institutional Animal Care and Use Committee Animal Welfare Assurance Number A-3009-01, IACUC protocol 12-02RA for studies involving animals.
Informed Consent Statement
Not applicable.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare no conflict of interest.
Funding Statement
This research was funded by NIH grant numbers R01OD011116 and R24OD026591 to John H. Postlethwait, and by MCIU, AEI and FEDER grant number: PGC2018-098229-B-100 to Jose Luis Ferran.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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