Abstract
Psychiatric disorders arise due to an interplay of genetic and environmental factors, including stress. Studies in rodents have shown that mutants for Disrupted-In-Schizophrenia-1 (DISC1), a well-accepted genetic risk factor for mental illness, display abnormal behaviours in response to stress, but the mechanisms through which DISC1 affects stress responses remain poorly understood. Using two lines of zebrafish homozygous mutant for disc1, we investigated behaviour and functioning of the hypothalamic-pituitary-interrenal (HPI) axis, the fish equivalent of the hypothalamic-pituitary-adrenal (HPA) axis. Here, we show that the role of DISC1 in stress responses is evolutionarily conserved and that DISC1 is essential for normal functioning of the HPI axis. Adult zebrafish homozygous mutant for disc1 show aberrant behavioural responses to stress. Our studies reveal that in the embryo, disc1 is expressed in neural progenitor cells of the hypothalamus, a conserved region of the vertebrate brain that centrally controls responses to environmental stressors. In disc1 mutant embryos, proliferating rx3+ hypothalamic progenitors are not maintained normally and neuronal differentiation is compromised: rx3-derived ff1b+ neurons, implicated in anxiety-related behaviours, and corticotrophin releasing hormone (crh) neurons, key regulators of the stress axis, develop abnormally, and rx3-derived pomc+ neurons are disorganised. Abnormal hypothalamic development is associated with dysfunctional behavioural and neuroendocrine stress responses. In contrast to wild type siblings, disc1 mutant larvae show altered crh levels, fail to upregulate cortisol levels when under stress and do not modulate shoal cohesion, indicative of abnormal social behaviour. These data indicate that disc1 is essential for normal development of the hypothalamus and for the correct functioning of the HPA/HPI axis.
Introduction
Phenotypes are shaped throughout the life-course by a complex interplay between genes and the environment. When homeostasis is threatened by environmental stress, animals respond adaptively by altering their metabolism, physiology and behaviour. These adaptive responses are co-ordinated by the hypothalamic-pituitary-adrenal (HPA) axis (1). Activation of the HPA axis promotes cortisol release and promotes adaptation (2,3). Circulating cortisol in turn triggers negative feedback systems that limit HPA axis function. However, this circuit can become reprogrammed to trigger responses that are seemingly maladaptive (4,5): in humans, HPA hyperactivity is linked to heightened risk for depression and anxiety disorders (6). Maladaptive stress responses can be triggered through wide-ranging insults, and increasing evidence suggests that insults in developmentally-sensitive periods predispose individuals to later heightened vulnerability to stress. For example, it is well documented that heightened stress in early life can result in the development of adult-onset psychiatric disorders in humans (1,4,7–10). At the same time, the stress response is modulated by an individual’s genetic makeup, and genotype is thought to contribute to individual differences in susceptibility to psychiatric disorders (11–14). However, whilst animal models have demonstrated that ablation of individual genetic components of the HPA axis can affect stress phenotypes and behaviour (15–18), no study has yet shown a direct link between genetic regulation of HPA axis development and maladaptive stress responses.
One well established genetic risk factor for human psychiatric illness, Disrupted-In-Schizophrenia-1 (DISC1), was originally identified at a chromosomal translocation breakpoint in a single Scottish family, in which a high proportion of family members suffered from mental illness (19). Some translocation carriers showed a range of clinical phenotypes, including schizophrenia, major depression and bipolar disorder, whilst other carriers had no psychiatric diagnosis (19). Individuals carrying this translocation, including those with no psychiatric condition, exhibited a defect in their cognitive function during decision-making processes (P300 event-related potential), a trait considered to be a marker for risk for schizophrenia (20). The incomplete penetrance and range of psychiatric presentations make DISC1 a prime candidate for understanding how environmental factors interact with a defined genetic component to yield a variety of behavioural phenotypes.
Studies in mice have shown that DISC1 can impact on behaviour (21,22) and can also modulate reactivity to stress (21,23–28). These studies have utilised either mice with Disc1 point mutations (27), mice carrying a naturally occurring 25 base-pair deletion in Disc1 (29,30), or transgenic mice expressing a truncated form of human DISC1 (24,28,31). Depending on the type of mutation or transgene used, varying phenotypes have been found, with many showing an impaired response to stress (23,24,28,31–33). Studies that have investigated the mechanism through which DISC1 and stress interact to modulate behaviour have revealed epigenetic modifications in dopaminergic neurons that originate in the ventral tegmental area (24). However, no study has examined whether Disc1 mutation alters development of the HPA axis in a manner that impacts on stress modulation.
Expression studies in primates and mice have shown that DISC1 orthologues are prominently expressed in the hypothalamus (34–36), a small evolutionarily conserved part of the brain that coordinates responses to stress. Analysis of DISC1 expression in the human brain has mainly focused on the hippocampus, but expression patterns here correspond well with those in the primate and rodent hippocampus, suggesting some level of conservation (37). We previously observed strong expression of disc1 in the ventral diencephalon of zebrafish embryos (38). We therefore reasoned that disc1 may be required for normal hypothalamic development and functioning of the HPA axis or corresponding hypothalamic-pituitary-interrenal (HPI) axis in fish.
To address this hypothesis, we utilised two lines of zebrafish harbouring nonsense mutations in disc1 (L115X and Y472X) and analysed baseline and stress-responsive behaviours in the adult. We investigated the developmental origin of mutant behavioural abnormalities, and show that disc1 is essential for normal development of the early hypothalamus and HPI axis function.
Results
Adult disc1 mutants exhibit anxiety-like behaviour and aberrant behavioural stress responses
The L115X and Y472X mutations both introduce a premature stop codon in the N-terminal head domain of DISC1 (Fig. 1A). We have maintained both lines on a TL background and found that homozygous mutants are born in Mendelian ratios, hatch normally, are viable to adulthood, and fertile. Quantitative RT-PCR demonstrated that Y472X mRNA may be subject to nonsense-mediated decay (Fig. 1B). We first analysed whether, as in mice, the baseline behaviour of the adult disc1 mutants, or their response to an acute stressor, is significantly different to wild type siblings. Adult Y472X mutants were tested for baseline behaviours and adult L115X mutants were tested for response to an established stress paradigm: exposure to alarm substance (Schreckstoff: a zebrafish skin extract that induces a profound fear response (39,40). In an open field test, adult Y472X fish showed increased freezing and increased fast swimming compared to wild type siblings (Fig. 1C–D). In a light-dark test, Y472X fish showed no preference for the light compartment, in contrast to wild type siblings (Fig. 1E). In the tank diving test, L115X mutants did not increase bottom dwell time after treatment with alarm substance, in contrast to wild type siblings (Fig. 1F). Abnormalities in baseline and stress-responsive behaviour have also been described in adult Disc1 mouse models (24,27,28,31–33). These data show that the role of DISC1 in stress responses is evolutionarily conserved.
Hypothalamic progenitors, including rx3+ progenitors, are not maintained normally in disc1 mutant embryos
DISC1 governs neuronal progenitor proliferation (41,42), so we reasoned that early developmental abnormalities may underlie the observed adult phenotypes. Studies in mice have shown that cellular homeostasis is disrupted in the cortex of disc1 mutants where cortical progenitors differentiate prematurely due to compromised Wnt/GSK3 signaling (41,42). Similarly, in zebrafish, zDisc1 promotes brain neurogenesis by promoting Wnt signaling (43), while a study in human induced pluripotent stem cells linked disruption of DISC1 with altered Wnt signaling and neural progenitor cell differentiation (44). To date, however, no study has analysed progenitor cells or differentiating neurons in the hypothalamus.
Analysis of disc1 in embryonic zebrafish (24–55 h post-fertilisation (hpf)/2–3 days post-fertilisation (dpf)) revealed that expression is most prominent in the basal part of the brain, in particular the hypothalamus (Fig. 2A–C,F–H). Transverse sections through the 55 hpf hypothalamus show that disc1 is restricted to cells around the lateral recesses and posterior tuberal 3rd ventricle (Fig. 2J–M,O), neurogenic zones that harbour proliferating progenitors (45–50). Throughout this period, the expression of disc1 is largely adjacent to that of retinal homeobox 3 (rx3) a conserved paired-like homeodomain transcription factor (Fig. 2D,I,N), which, in the tuberal hypothalamus, demarcates progenitor cells that give rise to specific hypothalamic neuronal populations, including neurons of the ventromedial nucleus (VMN) and arcuate nucleus (Arc) (51,52).
To address whether, similar to its role in the mouse cortex, DISC1 maintains hypothalamic progenitor cells, we compared rx3 expression in wild type and disc1 mutant embryos and post-hatched (5 dpf) larvae. In both lines, rx3 is altered in disc1 mutants in comparison to wild type siblings (Fig. 3A–L; Supplementary Material, Fig. S1). In Y472X fish, rx3 is reduced in mutant fish compared to wild type siblings at all stages examined (24 hpf-5 dpf) (Fig. 3A,C,F,G,I,L). In L115X mutant fish, rx3 transcripts are detected at higher levels at 24 hpf than in wild type siblings (Fig. 3B and H), but from 3 dpf, L115X mutants show a similar reduction to that detected in Y472X mutants (Fig. 3D,E,J,K). Transverse sections show that rx3 is expressed in the 3rd ventricle up to 3 dpf and in the lateral recesses up to 5 dpf in wild-type fish (Fig. 3C–F,Q). By contrast, from 2 dpf, both L115X and Y472X mutant larvae show a significant reduction in rx3 expression in the lateral recesses, and no expression can be detected in the 3rd ventricle (Fig. 3I–L,W and Fig. 3 legend). This suggests that DISC1 is required to maintain progenitor cells and predicts that disc1 mutants will show a premature decline in hypothalamic expression of phosphorylated histone H3 (phosH3), an M-phase marker whose expression correlates with proliferating progenitors in the embryonic zebrafish hypothalamus (45). At 24 hpf, a significant increase in phosH3+ cells is detected in the hypothalamus of disc1 mutant embryos compared to wild type siblings (Fig. 3M,N,R–T). At 3 dpf, however, significantly fewer phosH3+ cells are detected in the hypothalamus of both disc1 mutant strains compared to wild type siblings (Fig. 3O–Q,U–X). Together our analyses suggest that hypothalamic progenitors, including rx3+ progenitors, form, but are not maintained normally in disc1 mutant embryos.
Abnormal neuroendocrine differentiation and activity in disc1 mutant embryos
We extended these experiments to determine whether the changes in progenitor proliferation lead to alterations in neuronal differentiation. Lineage-tracing studies show that rx3+ progenitors in the tuberal hypothalamus give rise to VMN neurons that express the nuclear receptor, ff1b (also termed nr5a1a; an orthologue of mammalian SF1/NR5A1 (53)) and to Arc neurons that express pro-opiomelanocortin (pomc) (45,54). We therefore first determined if disc1 mutant fish showed alterations in ff1b and pomc. We analysed both embryos at 2–3 dpf, a time when neuroendocrine cells are being born, and larvae at 5 dpf, a time when the neuroendocrine system begins to respond dynamically to external and internal cues (55).
In wild type embryos, ff1b is first detected in the developing hypothalamus at 24 hpf (56). The role of ff1b in the zebrafish hypothalamus has not been determined, but in mice, hypothalamic Sf1 governs anxiety behaviours (57). In both embryos and larvae, expression of ff1b was significantly more pronounced in the hypothalamus of L115X and Y472X mutants compared to wild type siblings (Figs. 4A–D, 5A–D; Supplementary Material, Fig. S2A–D) and was detected in greater numbers of cells (Figs. 4E and 5E). Thus, the failure to maintain rx3+ progenitors appears to correlate with an enhanced differentiation of hypothalamic ff1b+ cells. ff1b is also expressed in steroidogenic cells of the interrenal gland, and is essential for proper development of this tissue (58). We observed normal expression of ff1b in this region of disc1 mutants (Supplementary Material, Fig. S2M–P).
The precursor peptide, proopiomelanocortin (pomc) defines Arc-like neurons in the hypothalamus. In wild type zebrafish, hypothalamic pomc+ neurons are detected from 32 hpf, i.e. some hours after ff1b+ cells (59). Analysis over 2–3 dpf revealed no significant difference in number of hypothalamic pomc+ cells at each time (Fig. 4F–J;Supplementary Material, Fig. S2E–H, K), but at 5 dpf, significantly fewer pomc+ neurons were detected in L115X mutants (Fig. 5J). In both L115X and Y472X mutants, pomc+ neurons appeared disorganised, and were not detected in the characteristic horseshoe pattern found in the wild type animals (Fig. 5F–I).
We next examined whether disc1 affects corticotropin releasing hormone (crhb)-expressing neurons, a population that is specified in an rx3-independent manner (60), but that plays an instrumental role in the stress response. Analysis of crhb in Y472X mutants revealed embryonic expression in both the preoptic and tuberal hypothalamus, as shown in previous studies (61,62). At 2–3 dpf, increased numbers of crhb+ neurons were detected in mutant embryos, compared to wild types, in both domains (Fig. 4K–O, Supplementary Material, Fig. 2I–J, L). By contrast, at 5 dpf, a time when neuroendocrine-responsive transcriptional programmes adapt dynamically to the supply and demand for neuropeptides, significantly fewer crhb+ neurons could be detected in mutant larvae (Fig. 5O), and where expression was detected, it was weak, relative to that in wild type siblings, particularly in tuberal regions (Fig. 5K–S).
Taken together, our results suggest that DISC1 is required to determine appropriate numbers of hypothalamic progenitors, including rx3+ progenitors, and appropriate numbers/position of differentiated neurons, including ff1b+, pomc+ and crh+ neurons.
disc1 mutant larvae show impaired behavioural responses to stress
ff1b orthologues are implicated in anxiety-like behaviours in mice (57) and depression and anxiety in humans (63), whilst crh orthologues are implicated in anxiety-like behaviours in mice (15,64) and primates (65), and in depression in humans (66). The altered differentiation (and, potentially activity) of ff1b+ and crhb+ neurons, together with the altered stress reactivity in disc1 adult mutants, led us to ask whether altered behavioural responses to stress in disc1 mutants are established early in development. We analysed each mutant strain for behavioural responses to two established stress paradigms, osmotic stress (67) and exposure to alarm substance (39,40). At 3 dpf embryos already exhibit increased cortisol levels in response to severe stress (61), while at 5 dpf, larvae display anxiety-related behaviours such as thigmotaxis and dark avoidance (68). Acute exposure to either alarm substance or sodium chloride at 5 dpf resulted in a significant increase in the nearest neighbour distance (NND, a measure of shoal cohesion) in wild type larvae, but did not affect NND in either L115X or Y472X mutants (Fig. 6A,C,E,G). By contrast, exposure to the stressors caused a significant reduction in swimming speed of both wild type and mutant disc1 larvae (Fig. 6B,D,F,H). L115X mutant swimming speed was not different to that of wild types, but Y472X mutants swam more slowly than wild types (Fig. 6D). To summarise, whilst both wild type and mutant larvae swam more slowly when under stress, only wild type larvae modulated shoal cohesion in response to stressors.
The failure to modulate shoaling behaviour in response to stress by disc1 mutants could be due to abnormalities in lateral line development or the visual system, either of which could impact on shoaling behaviour (69,70). However, when exposed to a short pulse of darkness, both wild type and mutant larvae exhibit a startle response (Supplementary Material, Fig. S3A). Furthermore, analysis of FM1-43, a marker of neuromasts of the lateral line, likewise showed similar numbers in both wild type and mutant larvae (Supplementary Material, Fig. S3B). Thus, gross defects in two sensory systems - the visual system and the lateral line – do not appear to account for the impaired shoaling behaviour.
Environmental stress fails to trigger the HPI axis in disc1 mutant larvae
The altered behavioural reactivity to stress in the disc1 mutant larvae led us to postulate that endocrine responses might be impaired. We therefore measured cortisol levels with and without stress exposure. As anticipated (67), exposure to either alarm substance or sodium chloride led to a significant increase in whole body cortisol levels in wild type larvae. By contrast, exposure to either alarm substance or sodium chloride had no significant effect on whole body cortisol levels of either disc1 L115X mutant larvae (Fig. 7A and C) or Y472X mutant larvae (Fig. 7B and D). No significant differences were observed in baseline cortisol levels between wild type and disc1 mutant larvae. Together, these results show that mutations in disc1 prevent the normal functioning of the HPI axis, in particular, the cortisol-mediated stress response.
Discussion
Humans that carry a mutation in DISC1 present with a variety of psychiatric conditions, including depression, schizophrenia and bipolar disorder (19). Mouse disc1 mutant models similarly exhibit behavioural abnormalities (21,22,27). Our studies reveal behavioural abnormalities in adult disc1 mutant zebrafish that include freezing in the open field and a reduced preference for the light compartment in the light-dark test. What might these behaviours represent, and are they relevant to understanding the pathobiology of psychiatric disorders? Freezing behaviour is commonly observed in zebrafish after exposure to stressors such as alarm substance and is typically accompanied by darting and erratic movements (39). This combination of behaviours has been considered an anxiety-like behaviour in zebrafish (71). Moreover, freezing in the open field test is a characteristic behaviour of the zebrafish glucocorticoid receptor mutant (16), where, unaccompanied by darting, it is considered to represent a depressive-like behaviour. Since, in the open field, disc1 mutant zebrafish exhibit increased freezing, and high speed darting in between freezing periods, we believe that behaviour in this test indicates increased anxiety. Further support for this conclusion comes through analysis of the response to the light-dark test. Wild type zebrafish strongly prefer the light compartment, a behaviour that is likely to be advantageous, in that the light allows for easier detection of food, mates and predators (68); the light compartment is also more familiar, due to its similarity to the home tank. A reduction or reversal of preference for the light compartment has previously been detected in zebrafish that have been stressed (72,73). Further, preference for the light compartment is exacerbated by exposure to anxiolytic drugs (74). Together, the decreased preference for the light compartment shown by the disc1 Y472X mutants supports the notion that they exhibit increased anxiety-like behaviour.
DISC1 is known to interact via its N-terminal globular domain with PDE4B, mutation of which has previously been implicated in neurodevelopmental disorders such as schizophrenia (75). A recent study revealed that treatment of zebrafish larvae with the PDE4-specific small molecule inhibitor Rolipram elicited robust, anxiety-like and hyperactive behaviours (76). Taken together with our findings, these results suggest that Disc1-PDE4 protein complexes may perform anxiolytic functions in the zebrafish brain, disruption of which could increase the risk of developing a psychiatric disorder. Interestingly, analysis of pde4d homozygous mutant zebrafish indicates that pde4d performs an anxiogenic function in wild-type fish (76). Thus, it seems likely that Disc1 protein might interact with a PDE4 orthologue other than Pde4d, such as Pde4b, to limit anxiogenic behaviour in zebrafish. Future biochemical studies of the formation of Disc1-Pde4 complexes in zebrafish may help to address this question.
The diversity of psychiatric conditions presented in the DISC1 pedigree, suggests that DISC1 function, or downstream effectors, might be modulated by environmental signals. Indeed, mouse models of DISC1 display abnormal stress responses (21,23–28). We found that acute exposure to alarm substance increased bottom dwell time in wild type zebrafish, as previously described (39,77), but had no effect on disc1 mutants. Increased bottom dwell is generally considered to be indicative of increased anxiety, and, indeed, this measure is sensitive to anxiolytic drugs (74). By this logic, a failure to increase bottom dwell duration by disc1 L115X mutants could be considered as reduced anxiety, but this explanation seems at odds with the previously discussed anxiety-like behaviours that were detected in the Y472X mutants in the open field and light-dark tests. We therefore hypothesise that disc1 mutants may have an impairment in their detection or processing of stressful stimuli.
The observed anxiety-like behaviours and failure to activate appropriate stress responses in the adult disc1 mutant zebrafish led us to question whether disc1 functions in the hypothalamus, the key regulator of the stress axis, and whether the observed behavioural defects have a developmental origin. We found that disc1 is expressed in the developing hypothalamus in proliferating progenitor cells that line the posterior part of the 3rd ventricle and lateral recesses (45,51). Studies in mice have shown that in Disc1 mutants, progenitor cells in the cortex exit the cell cycle, and differentiate, prematurely (41). Our studies suggest that disc1 may play a similar role in the embryonic zebrafish hypothalamus: proliferation is initially enhanced, then prematurely reduced, in mutant embryos compared to wild type siblings. Likewise, in situ hybridisation reveals reduced expression of rx3, a marker of anterior/tuberal hypothalamic progenitors, in disc1 mutants. Previous studies have shown that rx3 is required for specification of ff1b-positive (the zebrafish homologue of SF1/NR5A1) and pomc-positive neurons (51), and we find that alterations in rx3+ progenitor cells in disc1 mutants have downstream effects on each of these neuronal classes: ff1b-positive cells, which differentiate early, increase in number, while later-born pomc-positive neurons are disorganised, and, in the L115X line, reduced in number. In mice and zebrafish, a complete loss of Rax/rx3 function leads to loss of Sf1/ff1b-positive cells (45,51), and so at first glance it is surprising that the reduced rx3 expression observed in disc1 mutants correlates with enhanced ff1b expression. However, studies in fish show that rx3 must be downregulated in progenitor cells for them to realize their differentiation programme (45). This further supports the idea that disc1 mutants show a premature differentiation of rx3-positive progenitor cells, and suggests that ff1b-positive neurons (which normally differentiate early) are preferentially increased in number in disc1 mutant fish. In summary, our studies suggest that in zebrafish, disc1 is required for proliferation of rx3-positive progenitors, with loss of disc1 function leading to premature differentiation and early excessive production of ff1b-positive neurons.
Several studies have linked SF1/NR5A1 to anxiety. Central nervous system-specific knockout of Sf1 in mice leads to increased anxiety-like behaviours (57), whilst more recently, down-regulation of glutamatergic output from the VMN, which harbours Sf1-positive neurons, was shown to have an anxiety-reducing effect (78). NR5A1 mutations have also been linked with anxiety and depression in humans (63). Therefore, increased ff1b/nr5a1a expression in disc1 mutants might indeed be expected to have behavioural consequences. Further studies are needed to determine whether upregulated expression of ff1b in the hypothalamus plays a direct role in the impaired stress response in disc1 mutant larvae.
An additional possibility is that the impaired stress response that we detect in disc1 mutant fish reflects a broader altered hypothalamic development. Expression of disc1 is not restricted to rx3-positive progenitor cells, suggesting that other neuronal subsets, whose differentiation occurs independently of rx3, may develop abnormally in the mutant fish. In support of this idea, we detected a significant increase in the number of crh-positive neurons in disc1 mutant embryos, followed by a significant reduction in crhb in disc1 mutant larvae. These results are consistent with a model in which inappropriately high crh levels in embryos lead to unspent neuropeptide cargo, that feeds back to reduce transcription in larval neuropeptidergic cells just as they become functionally required (55). Mouse models suggest a vital role for appropriate Crh levels in normal stress regulation. Under stress, Crh knockout mice have impaired production of corticosterone, suggesting that Crh is essential for the normal adrenal response to stress (79). These studies raise the possibility, therefore, that alterations in crh in disc1 mutant larvae could play a direct role in aberrant stress responses.
Our studies reveal that disc1 mutant larvae display altered behavioural and endocrine responsiveness to acute stress. Zebrafish are a shoaling fish species, in which individuals aggregate, often with a common direction. Shoaling behaviour has been reported in larvae, soon after hatching (80). When exposed to alarm substance or NaCl, wild type larvae reduce shoal cohesion, likely a stimulus avoidance response, which, in the case of alarm exposure, would confuse the predator (81). In contrast, mutant larvae appear to have a defect in this behaviour: when stressed, disc1 mutant larvae fail to modulate shoal cohesion. Defects in brain and muscle development were previously reported in L115X mutant zebrafish (43). We did not observe morphological abnormalities in L115X homozygotes and their baseline swimming speed was normal (Fig. 6). These differences in phenotype may reflect differences in the genetic backgrounds on which the mutants were maintained (AB vs. TL). Furthermore, our studies indicate normal locomotor behaviour in response to light stimulus, and normal numbers of lateral line neuromasts, arguing against the possibility that the failure to modulate shoal cohesion is underlain by a defect in vision or mechanoreception. Instead, it raises the possibility that failure to modulate shoal cohesion indicates a reduced social interaction, as has been demonstrated in a DISC1 mouse model (28). Such changes are likely to impact negatively on the fitness of an animal, and in humans may manifest in psychiatric disease.
In support of this idea, both disc1 mutants failed to upregulate cortisol when stressed. Under basal conditions, cortisol levels were not significantly different between mutant and wild type larvae, indicating that the differences observed in response to stress represent a failure to activate the HPI axis, rather than an inability to synthesise cortisol. Reduced corticosterone release in response to an acute stressor was seen in DISC1 transgenic mice after maternal prenatal immune activation, compared with control mice (28). In contrast, a different transgenic DISC1 mouse model showed hyper-responsivity to stress (24). In this gene-environment interaction model, isolation stress did not lead to increased corticosterone levels in wild type mice, but did lead to increased corticosterone levels in DISC1 transgenics. While these mouse models vary in the promoters used to drive DISC1 expression and the stress paradigms used, both studies, as well as our studies with zebrafish, support the conclusion that DISC1 interacts with the HPA axis, and that aberrant DISC1 function results in altered responses to stress.
In conclusion, our data suggest that disc1 is essential for enabling normal stress responses, including stress-sensitive social behaviour, which is likely mediated, at least in part, by altered hypothalamic development. Future studies aimed at evaluating stress responses in adults may provide insight into the dynamic action of disc1 in the HPA axis throughout the life-course. Our studies demonstrate that the disc1 mutant zebrafish is a valuable system in which to study gene-environment interactions and the molecular pathways underlying psychiatric disorders.
Materials and Methods
Zebrafish husbandry
Adult zebrafish were maintained with a 14 h light/10 h dark cycle at 28ºC according to standard protocols and were mated in groups using spawning tanks or paired using individual cross tanks (82). Both lines of disc1 mutant zebrafish were identified in an ENU mutagenesis-based screening programme and have been reported elsewhere (43). We obtained them as an F3 outcross from Dr Cecilia Moens (Fred Hutchison Cancer Research Center, Seattle, WA) and all fish used in this study were outcrossed with the TL strain to F7/F8 generations prior to in-crossing. We refer to the disc1fh291 allele as L115X and the disc1fh292 allele as Y472X throughout. Larvae were obtained from in-crosses of disc1 wild type and in-crosses of disc1 homozygous mutant adult siblings. For behavioural analysis, 21 larvae were maintained per petri dish in E3 medium at 28.5 °C and staged according to Kimmel’s guide (83). All procedures involving experimental animals were performed in compliance with local and national animal welfare laws, guidelines and policies.
Quantitative RT-PCR
Pools of 40 whole larvae were snap frozen at 2.5 dpf. RNA extraction, cDNA synthesis and qRT-PCR were carried out as previously described in Boyd et al. 2015 (84).
Behavioural analysis
Zebrafish were transferred to the behavioural analysis room and left to acclimatise for 1 h prior to analysis. Alarm substance, the osmotic stressor (250 mM NaCl) or a control solution (water) were pipetted into the centre of the fish container and movements were tracked for 10 min. Alarm substance was extracted according to the method of Schirmer and colleagues (85) and used at a concentration of 200 μl/l swimming medium. Zebralab software (Viewpoint, France) was used to track the movement of larval and adult zebrafish and provide quantitative measures of their behaviour.
Adult behaviour
The open field and dark-light test tank was 25 x 15 x 15 cm and filled to 4.1 L, whilst the trapezoid tank diving test tank was 23.5 x 6.2 x 13.5 cm and filled maximally. The open field and tank diving tanks were bare, whilst the light-dark tank was half covered in a black opaque material on all sides. Fish were acclimated to the open field tank for 1 h prior to filming, whilst filming in the light-dark and tank diving tests began immediately after the fish was transferred to the tank. Light time is the percentage of time each fish spends in the light compartment, whilst bottom dwell is the percentage of time a fish spends in the lower half of the tank diving test tank.
Larval behaviour
Nearest-neighbour distance (NND) was quantified based on the formula provided by Miller & Gerlai (86). Briefly, NND is the mean distance of each larva to the nearest larva and is a measure of shoal cohesion, with lower values indicating greater cohesion. Swimming speed, the mean velocity of all larvae, was also measured in order to determine the motor response of larvae to the stressor.
Whole-body cortisol assay
Immediately following behavioural analysis, the larvae in a single petri dish were pooled in to a single tube and snap frozen in liquid nitrogen. Whole-body cortisol was extracted and measured according to the ELISA-based method developed by Yeh et al. (67). Cortisol standards were analysed in triplicate.
Whole-mount in situ hybridisation
Whole-mount in situ hybridisation was performed according to standard protocols (87). The following riboprobes that mark hypothalamic regions were used: rx3 (88); disc1 (38); ff1b/nr5a1a (provided by V. Laudet, Pierre and Marie Curie University, Paris, France), pomc (45), crhb (provided by W. Norton, Leicester University, UK). For analysis of disc1, eyes were removed after fixation. After staining, larvae were re-fixed then transferred to 30% sucrose for cryosectioning. Specimens were mounted in OCT and 12 μm thick transverse sections through the entire forebrain, were serially collected. Sense probes were routinely used as controls.
Section analysis
Section position was determined on the basis of serial number, and relative to defined morphological landmarks (optic commissure, optic vesicles, lateral ventricle, posterior hypothalamus and adenohypophysis). This enabled accurate matching of sections from wild type and mutant siblings. Note that in some cases, optic vesicles were displaced upon cryosectioning. Width across the lateral recess, in which rx3 was expressed, was quantified manually by measuring the distance from the end point of the lateral recess, to the point where it joins the 3rd ventricle, for each section of the mid hypothalamus. The number of labeled cells in the hypothalamus was manually counted in cryosections after labeling via whole-mount in situ hybridization. The total number of labeled cells for each individual was counted using all hypothalamic sections, identified using morphological landmarks as described above.
Immunohistochemistry
Fixed embryos or sections were labeled using anti-phosH3 (06-570, Millipore) at 1:1000, as described by Muthu et al. (45), and mounted in VectaShield.
Image acquisition
Images of whole-mount and sectioned zebrafish were acquired using an Olympus BX60 microscope using Q Capture Pro 7.0 (QImaging). Images were processed using Adobe Photoshop CC 2014.
Statistical analysis
Statistical analysis and graphics were created in ‘R’ Version 3.3.0 (89). Data were tested for equal variance and normality prior to analysis. Statistical significance was tested using unpaired t tests, for comparisons between two samples, whilst samples classified by two or more different types of treatment were analysed by Analysis of Variance (ANOVA) and post hoc analysis via Tukey’s test. For quantitative RT-PCR, ΔCT values for disc1 were calculated relative to ef1a for each sample. Fold change was calculated for each sample relative to the mean of the control group (wild type). Absorbance readings of cortisol standards were used to create a standard curve. Cortisol concentrations of experimental samples were determined by interpolation using a 4-parameter non-linear regression curve fit. In all cases, standard error of the mean is reported and *P < 0.05, **P < 0.01, ***P < 0.001.
Supplementary Material
Supplementary Material is available at HMG online.
Supplementary Material
Acknowledgements
We would like to thank colleagues in the University of Sheffield Zebrafish Aquaria for fish husbandry, and the Zebrafish Screening Unit for access to behavioural analysis facilities and technical support.
Conflict of Interest statement. None declared.
Funding
H.E. was supported by a cross-cutting interdisciplinary network studentship provided by the University of Sheffield. Zebrafish facilities were supported through Medical Research Council awards G0400100 and G0802527. The behavioural analysis work was carried out in the Sheffield Zebrafish Screening Unit, supported by Medical Research Council pump priming grant G0802527. Funding to pay the Open Access publication charges for this article was provided by Research Councils UK.
References
- 1. Chrousos G.P. (2009) Stress and disorders of the stress system. Nat. Rev. Endocrinol., 5, 374–381. [DOI] [PubMed] [Google Scholar]
- 2. de Kloet E.R., Joels M., Holsboer F. (2005) Stress and the brain: From adaptation to disease. Nat. Rev. Neurosci., 6, 463–475. [DOI] [PubMed] [Google Scholar]
- 3. de Celis M.F.R., Bornstein S.R., Androutsellis-Theotokis A., Andoniadou C.L., Licinio J., Wong M.L., Ehrhart-Bornstein M. (2016) The effects of stress on brain and adrenal stem cells. Mol. Psychiatry, 21, 590–593. [DOI] [PubMed] [Google Scholar]
- 4. Maniam J., Antoniadis C., Morris M.J. (2014) Early-life stress, HPA axis adaptation, and mechanisms contributing to later health outcomes. Front. Endocrinol., 5, 73–73. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. McEwen B.S. (2007) Physiology and neurobiology of stress and adaptation: Central role of the brain. Physiol. Rev., 87, 873–904. [DOI] [PubMed] [Google Scholar]
- 6. O'Keane V., Frodl T., Dinan T.G. (2012) A review of atypical depression in relation to the course of depression and changes in HPA axis organization. Psychoneuroendocrinology, 37, 1589–1599. [DOI] [PubMed] [Google Scholar]
- 7. Carr C.P., Severi Martins C.M., Stingel A.M., Lemgruber V.B., Juruena M.F. (2013) The role of early life stress in adult psychiatric disorders a systematic review according to childhood trauma subtypes. J. Nerv. Ment. Dis., 201, 1007–1020. [DOI] [PubMed] [Google Scholar]
- 8. Mehta D., Klengel T., Conneely K.N., Smith A.K., Altmann A., Pace T.W., Rex-Haffner M., Loeschner A., Gonik M., Mercer K.B., et al. (2013) Childhood maltreatment is associated with distinct genomic and epigenetic profiles in posttraumatic stress disorder. Proc. Natl. Acad. Sci. U.S.A., 110, 8302–8307. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. De Kloet E.R., Derijk R. (2004) Signaling pathways in brain involved in predisposition and pathogenesis of stress-related disease - Genetic and kinetic factors affecting the MR/GR balance. Ann. N. Y. Acad. Sci., 1032, 14–34. [DOI] [PubMed] [Google Scholar]
- 10. McEwen B.S., Gianaros P.J. (2010) Central role of the brain in stress and adaptation: Links to socioeconomic status, health, and disease. Ann. N. Y. Acad. Sci., 1186, 190–222. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Heim C., Binder E.B. (2012) Current research trends in early life stress and depression: Review of human studies on sensitive periods, gene-environment interactions, and epigenetics. Exp. Neurol., 233, 102–111. [DOI] [PubMed] [Google Scholar]
- 12. van Os J., Rutten B.P.F., Poulton R. (2008) Gene–environment interactions in Schizophrenia: review of epidemiological findings and future directions. Schizophr. Bull., 34, 1066–1082. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Kannan G., Sawa A., Pletnikov M.V. (2013) Mouse models of gene-environment interactions in schizophrenia. Neurobiol. Dis., 57, 5–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Klengel T., Mehta D., Anacker C., Rex-Haffner M., Pruessner J.C., Pariante C.M., Pace T.W.W., Mercer K.B., Mayberg H.S., Bradley B., et al. (2013) Allele-specific FKBP5 DNA demethylation mediates gene-childhood trauma interactions. Nat. Neurosci., 16, 33–41. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Bale T.L., Contarino A.B., Smith G.W., Chan R., Gold L.H., Sawchenko P.E., Koob G.F., Vale W.W., Lee K.F. (2000) Mice deficient for corticotropin-releasing hormone receptor-2 display anxiety-like behaviour and are hypersensitive to stress. Nat. Genet., 24, 410–414. [DOI] [PubMed] [Google Scholar]
- 16. Ziv L., Muto A., Schoonheim P.J., Meijsing S.H., Strasser D., Ingraham H.A., Schaaf M.J.M., Yamamoto K.R., Baier H. (2013) An affective disorder in zebrafish with mutation of the glucocorticoid receptor. Mol. Psychiatry, 18, 681–691. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Tronche F., Kellendonk C., Kretz O., Gass P., Anlag K., Orban P.C., Bock R., Klein R., Schutz G. (1999) Disruption of the glucocorticoid receptor gene in the nervous system results in reduced anxiety. Nat. Genet., 23, 99–103. [DOI] [PubMed] [Google Scholar]
- 18. Zelena D., Pinter O., Balazsfi D.G., Langnaese K., Richter K., Landgraf R., Makara G.B., Engelmann M. (2015) Vasopressin signaling at brain level controls stress hormone release: the vasopressin-deficient Brattleboro rat as a model. Amino Acids, 47, 2245–2253. [DOI] [PubMed] [Google Scholar]
- 19. Millar J.K., Wilson-Annan J.C., Anderson S., Christie S., Taylor M.S., Semple C.A.M., Devon R.S., St Clair D.M., Muir W.J., Blackwood D.H.R., et al. (2000) Disruption of two novel genes by a translocation co-segregating with schizophrenia. Hum. Mol. Genet., 9, 1415–1423. [DOI] [PubMed] [Google Scholar]
- 20. Blackwood D.H.R., Fordyce A., Walker M.T., St Clair D.M., Porteous D.J., Muir W.J. (2001) Schizophrenia and affective disorders - Cosegregation with a translocation at chromosome 1q42 that directly disrupts brain-expressed genes: Clinical and P300 findings in a family. Am. J. Hum. Genet., 69, 428–433. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Lipina T.V., Niwa M., Jaaro-Peled H., Fletcher P.J., Seeman P., Sawa A., Roder J.C. (2010) Enhanced dopamine function in DISC1-L100P mutant mice: implications for schizophrenia. Genes Brain Behav., 9, 777–789. [DOI] [PubMed] [Google Scholar]
- 22. Kuroda K., Yamada S., Tanaka M., Iizuka M., Yano H., Mori D., Tsuboi D., Nishioka T., Namba T., Iizuka Y., et al. (2011) Behavioral alterations associated with targeted disruption of exons 2 and 3 of the Disc1 gene in the mouse. Hum. Mol. Genet., 20, 4666–4683. [DOI] [PubMed] [Google Scholar]
- 23. Cash-Padgett T., Jaaro-Peled H. (2013) DISC1 mouse models as a tool to decipher gene-environment interactions in psychiatric disorders. Front. Behav. Neurosci., 7, 113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Niwa M., Jaaro-Peled H., Tankou S., Seshadri S., Hikida T., Matsumoto Y., Cascella N.G., Kano S., Ozaki N., Nabeshima T., et al. (2013) Adolescent stress-induced epigenetic control of dopaminergic neurons via glucocorticoids. Science, 339, 335–339. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Porteous D.J., Thomson P.A., Millar J.K., Evans K.L., Hennah W., Soares D.C., McCarthy S., McCombie W.R., Clapcote S.J., Korth C., et al. (2014) DISC1 as a genetic risk factor for schizophrenia and related major mental illness: response to Sullivan. Mol. Psychiatry, 19, 141–143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Sullivan P.F. (2013) Questions about DISC1 as a genetic risk factor for schizophrenia. Mol. Psychiatry, 18, 1050–1052. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Clapcote S.J., Lipina T.V., Millar J.K., Mackie S., Christie S., Ogawa F., Lerch J.P., Trimble K., Uchiyama M., Sakuraba Y., et al. (2007) Behavioral phenotypes of Disc1 missense mutations in mice. Neuron, 54, 387–402. [DOI] [PubMed] [Google Scholar]
- 28. Abazyan B., Nomura J., Kannan G., Ishizuka K., Tamashiro K.L., Nucifora F., Pogorelov V., Ladenheim B., Yang C.X., Krasnova I.N., et al. (2010) Prenatal interaction of mutant DISC1 and immune activation produces adult psychopathology. Biol. Psychiatry, 68, 1172–1181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Juan L.-W., Liao C.-C., Lai W.-S., Chang C.-Y., Pei J.-C., Wong W.-R., Liu C.-M., Hwu H.-G., Lee L.-J. (2014) Phenotypic characterization of C57BL/6J mice carrying the Disc1 gene from the 129S6/SvEv strain. Brain Struct. Funct., 219, 1417–1431. [DOI] [PubMed] [Google Scholar]
- 30. Gomez-Sintes R., Kvajo M., Gogos J.A., Lucas J.J. (2014) Mice with a naturally occurring DISC1 mutation display a broad spectrum of behaviors associated to psychiatric disorders. Front. Behav. Neurosci., 8, 253. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Ibi D., Nagai T., Koike H., Kitahara Y., Mizoguchi H., Niwa M., Jaaro-Peled H., Nitta A., Yoneda Y., Nabeshima T., et al. (2010) Combined effect of neonatal immune activation and mutant DISC1 on phenotypic changes in adulthood. Behav. Brain Res, 206, 32–37. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Lipina T.V., Zai C., Hlousek D., Roder J.C., Wong A.H.C. (2013) Maternal immune activation during gestation interacts with Disc1 point mutation to exacerbate Schizophrenia-related behaviors in mice. J. Neurosci., 33, 7654–7666. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Haque F.N., Lipina T.V., Roder J.C., Wong A.H.C. (2012) Social defeat interacts with Disc1 mutations in the mouse to affect behavior. Behav. Brain Res., 233, 337–344. [DOI] [PubMed] [Google Scholar]
- 34. Austin C.P., Ma L., Ky B., Morris J.A., Shughrue P.J. (2003) DISC1 (Disrupted in Schizophrenia-1) is expressed in limbic regions of the primate brain. Neuroreport, 14, 951–954. [DOI] [PubMed] [Google Scholar]
- 35. Schurov I.L., Handford E.J., Brandon N.J., Whiting P.J. (2004) Expression of disrupted in schizophrenia 1 (DISC1) protein in the adult and developing mouse brain indicates its role in neurodevelopment. Mol. Psychiatry, 9, 1100–1110. [DOI] [PubMed] [Google Scholar]
- 36. Austin C.P., Ky B., Ma L., Morris J.A., Shughrue P.J. (2004) Expression of disrupted-in-schizophrenia-1, a schizophrenia-associated gene, is prominent in the mouse hippocampus throughout brain development. Neuroscience, 124, 3–10. [DOI] [PubMed] [Google Scholar]
- 37. James R., Adams R.R., Christie S., Buchanan S.R., Porteous D.J., Millar J.K. (2004) Disrupted in Schizophrenia 1 (DISC1) is a multicompartmentalized protein that predominantly localizes to mitochondria. Mol. Cell. Neurosci., 26, 112–122. [DOI] [PubMed] [Google Scholar]
- 38. Wood J.D., Bonath F., Kumar S., Ross C.A., Cunliffe V.T. (2009) Disrupted-in-schizophrenia 1 and neuregulin 1 are required for the specification of oligodendrocytes and neurones in the zebrafish brain. Hum. Mol. Genet., 18, 391–404. [DOI] [PubMed] [Google Scholar]
- 39. Egan R.J., Bergner C.L., Hart P.C., Cachat J.M., Canavello P.R., Elegante M.F., Elkhayat S.I., Bartels B.K., Tien A.K., Tien D.H., et al. (2009) Understanding behavioral and physiological phenotypes of stress and anxiety in zebrafish. Behav. Brain Res., 205, 38–44. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40. Speedie N., Gerlai R. (2008) Alarm substance induced behavioral responses in zebrafish (Danio rerio). Behav. Brain Res., 188, 168–177. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Mao Y., Ge X., Frank C.L., Madison J.M., Koehler A.N., Doud M.K., Tassa C., Berry E.M., Soda T., Singh K.K., et al. (2009) Disrupted in Schizophrenia 1 regulates neuronal progenitor proliferation via modulation of GSK3 beta/beta-catenin signaling. Cell, 136, 1017–1031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Singh K.K., De Rienzo G., Drane L., Mao Y., Flood Z., Madison J., Ferreira M., Bergen S., King C., Sklar P., et al. (2011) Common DISC1 polymorphisms disrupt Wnt/GSK3 beta signaling and brain development. Neuron, 72, 545–558. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. De Rienzo G., Bishop J.A., Mao Y.W., Pan L.Y., Ma T.P., Moens C.B., Tsai L.H., Sive H. (2011) Disc1 regulates both beta-catenin-mediated and noncanonical Wnt signaling during vertebrate embryogenesis. faseb J., 25, 4184–4197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Srikanth P., Han K., Callahan D.G., Makovkina E., Muratore C.R., Lalli M.A., Zhou H.L., Boyd J.D., Kosik K.S., Selkoe D.J., et al. (2015) Genomic DISC1 disruption in hiPSCs alters Wnt signaling and neural cell fate. Cell Reports, 12, 1414–1429. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Muthu V., Eachus H., Ellis P., Brown S., Placzek M. (2016) Rx3 and Shh direct anisotropic growth and specification in the zebrafish tuberal/anterior hypothalamus. Development, 143, 2651–2663. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Bosco A., Bureau C., Affaticati P., Gaspar P., Bally-Cuif L., Lillesaar C. (2013) Development of hypothalamic serotoninergic neurons requires Fgf signalling via the ETS-domain transcription factor Etv5b. Development, 140, 372–384. [DOI] [PubMed] [Google Scholar]
- 47. Lee J.E., Wu S.-F., Goering L.M., Dorsky R.I. (2006) Canonical Wnt signaling through Lef1 is required for hypothalamic neurogenesis. Development, 133, 4451–4461. [DOI] [PubMed] [Google Scholar]
- 48. Wang X., Lee J.E., Dorsky R.I. (2009) Identification of Wnt-responsive cells in the zebrafish hypothalamus. Zebrafish, 6, 49–58. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Wang X., Kopinke D., Lin J., McPherson A.D., Duncan R.N., Otsuna H., Moro E., Hoshijima K., Grunwald D.J., Argenton F., et al. (2012) Wnt signaling regulates postembryonic hypothalamic progenitor differentiation. Dev. Cell, 23, 624–636. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Wullimann M.F., Puelles L., Wicht H. (1999) Early postembryonic neural development in the zebrafish: A 3-D reconstruction of forebrain proliferation zones shows their relation to prosomeres. Eur. J. Morphol., 37, 117–121. [DOI] [PubMed] [Google Scholar]
- 51. Lu F., Kar D., Gruenig N., Zhang Z.W., Cousins N., Rodgers H.M., Swindell E.C., Jamrich M., Schuurmans C., Mathers P.H., et al. (2013) Rax Is a selector gene for mediobasal hypothalamic cell types. J. Neurosci., 33, 259–272. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Tessmar-Raible K., Raible F., Christodoulou F., Guy K., Rembold M., Hausen H., Arendt D. (2007) Conserved sensory-neurosecretory cell types in annelid and fish forebrain: Insights into hypothalamus evolution. Cell, 129, 1389–1400. [DOI] [PubMed] [Google Scholar]
- 53. Kuo M.W., Postlethwait J., Lee W.C., Lou S.W., Chan W.K., Chung B.C. (2005) Gene duplication, gene loss and evolution of expression domains in the vertebrate nuclear receptor NR5A (Ftz-F1) family. Biochem. J., 389, 19–26. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54. Kurrasch D.M., Cheung C.C., Lee F.Y., Tran P.V., Hata K., Ingraham H.A. (2007) The neonatal ventromedial hypothalamus transcriptome reveals novel markers with spatially distinct patterning. J. Neurosci., 27, 13624–13634. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Kurrasch D.M., Nevin L.M., Wong J.S., Baier H., Ingraham H.A. (2009) Neuroendocrine transcriptional programs adapt dynamically to the supply and demand for neuropeptides as revealed in NSF mutant zebrafish. Neural Dev., 4, 22. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56. Chai C., Chan W.K. (2000) Developmental expression of a novel Ftz-F1 homologue, ff1b (NR5A4), in the zebrafish Danio rerio. Mech. Dev., 91, 421–426. [DOI] [PubMed] [Google Scholar]
- 57. Zhao L., Kim K.W., Ikeda Y., Anderson K.K., Beck L., Chase S., Tobet S.A., Parker K.L. (2008) Central nervous system-specific knockout of steroidogenic factor 1 results in increased anxiety-like behavior. Mol. Endocrinol., 22, 1403–1415. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58. Chai C., Liu Y.W., Chan W.K. (2003) ff1b is required for the development of steroidogenic component of the zebrafish interrenal organ. Dev. Biol., 260, 226–244. [DOI] [PubMed] [Google Scholar]
- 59. Liu N.-A., Ren M., Song J., Rios Y., Wawrowsky K., Ben-Shlomo A., Lin S., Melmed S. (2008) In vivo time-lapse imaging delineates the zebrafish pituitary proopiomelanocortin lineage boundary regulated by FGF3 signal. Dev. Biol., 319, 192–200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Burbridge, S., Stewart, I. and Placzek, M. (2016) Development of the Neuroendocrine Hypothalamus. Compr. Physiol., 6, 623–643. [DOI] [PubMed] [Google Scholar]
- 61. Alderman S.L., Bernier N.J. (2009) Ontogeny of the corticotropin-releasing factor system in zebrafish. Gen. Comp. Endocrinol., 164, 61–69. [DOI] [PubMed] [Google Scholar]
- 62. Chandrasekar G., Lauter G., Hauptmann G. (2007) Distribution of corticotropin-releasing hormone in the developing zebrafish brain. J. Comp. Neurol., 505, 337–351. [DOI] [PubMed] [Google Scholar]
- 63. Suwanai A.S., Ishii T., Haruna H., Yamataka A., Narumi S., Fukuzawa R., Ogata T., Hasegawa T. (2013) A report of two novel NR5A1 mutation families: possible clinical phenotype of psychiatric symptoms of anxiety and/or depression. Clin. Endocrinol., 78, 957–965. [DOI] [PubMed] [Google Scholar]
- 64. Kishimoto T., Radulovic J., Radulovic M., Lin C.R., Schrick C., Hooshmand F., Hermanson O., Rosenfeld M.G., Spiess J. (2000) Deletion of Crhr2 reveals an anxiolytic role for corticotropin-releasing hormone receptor-2. Nat. Genet., 24, 415–419. [DOI] [PubMed] [Google Scholar]
- 65. Kalin N.H., Fox A.S., Kovner R., Riedel M.K., Fekete E.M., Roseboom P.H., Tromp D.P.M., Grabow B.P., Olsen M.E., Brodsky E.K., et al. (2016) Overexpressing corticotropin-releasing factor in the primate amygdala increases anxious temperament and alters its neural circuit. Biol. Psychiat., 80, 345–355. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66. Arborelius L., Owens M.J., Plotsky P.M., Nemeroff C.B. (1999) The role of corticotropin-releasing factor in depression and anxiety disorders. J. Endocrinol., 160, 1–12. [DOI] [PubMed] [Google Scholar]
- 67. Yeh C.-M., Gloeck M., Ryu S. (2013) An optimized whole-body cortisol quantification method for assessing stress levels in larval zebrafish. Plos One, 8, e79406. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68. Steenbergen P.J., Richardson M.K., Champagne D.L. (2011) The use of the zebrafish model in stress research. Progress in Neuro-Psychopharmacology & Biological Psychiatry, 35, 1432–1451. [DOI] [PubMed] [Google Scholar]
- 69. Yoshizawa M. (2015) Behaviors of cavefish offer insight into developmental evolution. Mol. Reprod. Dev., 82, 268–280. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70. Faucher K., Parmentier E., Becco C., Vandewalle N., Vandewalle P. (2010) Fish lateral system is required for accurate control of shoaling behaviour. Animal Behaviour 79, 679–687. [Google Scholar]
- 71. Cachat J., Stewart A., Utterback E., Hart P., Gaikwad S., Wong K., Kyzar E., Wu N., Kalueff A.V. (2011) Three-dimensional neurophenotyping of adult zebrafish behavior. Plos One, 6, e17597. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72. Chakravarty S., Reddy B.R., Sudhakar S.R., Saxena S., Das T., Meghah V., Swamy C.V.B., Kumar A., Idris M.M. (2013) Chronic unpredictable stress (cus)-induced anxiety and related mood disorders in a zebrafish model: altered brain proteome profile implicates mitochondrial dysfunction. Plos One, 8, e63302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73. Champagne D.L., Hoefnagels C.C.M., de Kloet R.E., Richardson M.K. (2010) Translating rodent behavioral repertoire to zebrafish (Danio rerio): Relevance for stress research. Behav. Brain Res., 214, 332–342. [DOI] [PubMed] [Google Scholar]
- 74. Gebauer D.L., Pagnussat N., Piato A.L., Schaefer I.C., Bonan C.D., Lara D.R. (2011) Effects of anxiolytics in zebrafish: Similarities and differences between benzodiazepines, buspirone and ethanol. Pharmacol. Biochem. Behav., 99, 480–486. [DOI] [PubMed] [Google Scholar]
- 75. Millar J.K., Pickard B.S., Mackie S., James R., Christie S., Buchanan S.R., Malloy M.P., Chubb J.E., Huston E., Baillie G.S., et al. (2005) DISC1 and PDE4B are interacting genetic factors in schizophrenia that regulate cAMP signaling. Science, 310, 1187–1191. [DOI] [PubMed] [Google Scholar]
- 76. Lundegaard P.R., Anastasaki C., Grant N.J., Sillito R.R., Zich J., Zeng Z.Q., Paranthaman K., Larsen A.P., Armstrong J.D., Porteous D.J., et al. (2015) MEK inhibitors Reverse cAMP-mediated anxiety in zebrafish. Chem. Biol., 22, 1335–1346. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77. Mathuru A.S., Kibat C., Cheong W.F., Shui G., Wenk M.R., Friedrich R.W., Jesuthasan S. (2012) Chondroitin fragments are odorants that trigger fear behavior in fish. Curr. Biol., 22, 538–544. [DOI] [PubMed] [Google Scholar]
- 78. Cheung C.C., Krause W.C., Edwards R.H., Yang C.F., Shah N.M., Hnasko T.S., Ingraham H.A. (2015) Sex-dependent changes in metabolism and behavior, as well as reduced anxiety after eliminating ventromedial hypothalamus excitatory output. Mol. Metabol., 4, 857–866. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79. Muglia L., Jacobson L., Dikkes P., Majzoub J.A. (1995) Corticotropin-releasing hormone deficiency reveals major fetal but not adult glucocorticoid need. Nature, 373, 427–432. [DOI] [PubMed] [Google Scholar]
- 80. Engeszer R.E., Alberici da Barbiano L., Ryan M.J., Parichy D.M. (2007) Timing and plasticity of shoaling behaviour in the zebrafish, Danio rerio. Anim. Behav., 74, 1269–1275. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81. Smith M.F.L., Warburton K. (1992) Predator shoaling moderates the confusion effect in blue-green chromis, chromis-viridis. Behav. Ecol. Sociobiol., 30, 103–107. [Google Scholar]
- 82. Nüsslein-Volhard C., Dahm R. (2002) Zebrafish: a practical approach. Oxford: Oxford University Press, 2002, Oxford. [Google Scholar]
- 83. Kimmel C.B., Ballard W.W., Kimmel S.R., Ullmann B., Schilling T.F. (1995) stages of embryonic-development of the zebrafish. Dev. Dyn., 203, 253–310. [DOI] [PubMed] [Google Scholar]
- 84. Boyd P.J., Cunliffe V.T., Roy S., Wood J.D. (2015) Sonic hedgehog functions upstream of disrupted-in-schizophrenia 1 (disc1): implications for mental illness. Biology Open, 4, 1336–1343. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85. Schirmer A., Jesuthasan S., Mathuru A.S. (2013) Tactile stimulation reduces fear in fish. Front. Behav. Neurosci., 7, 167.. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86. Miller N., Gerlai R. (2012). Zebrafish Protocols for Neurobehavioral Research New York: Humana Press, Vol. 66, pp. 217–230.
- 87. Thisse C., Thisse B. (2008) High-resolution in situ hybridization to whole-mount zebrafish embryos. Nat. Protoc., 3, 59–69. [DOI] [PubMed] [Google Scholar]
- 88. Chuang J.C., Mathers P.H., Raymond P.A. (1999) Expression of three Rx homeobox genes in embryonic and adult zebrafish. Mech. Dev., 84, 195–198. [DOI] [PubMed] [Google Scholar]
- 89. R Core team. (2016). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.