Abstract
Studying environmental sex determination (ESD) in cichlids provides a phylogenetic and comparative approach to understand the evolution of the underlying mechanisms, their impact on the evolution of the overlying systems, and the neuroethology of life history strategies. Natural selection normally favors parents who invest equally in the development of male and female offspring, but evolution may favor deviations from this 50:50 ratio when environmental conditions produce an advantage for doing so. Many species of cichlids demonstrate environmental sex determination in response to water chemistry (temperature, pH, and oxygen concentration). The relative strengths of, and the exact interactions between, these factors varies between congeners, demonstrating genetic variation in sensitivity. The presence of sizable proportions of the less common sex towards the environmental extremes in most species strongly suggests the presence of some genetic sex determining loci acting in parallel with the ESD factors. Sex determination and differentiation in these species does not seem to result in the organization of a final and irreversible sexual fate, so much as a life-long on-going battle between competing male determining and female determining genetic and hormonal networks governed by epigenetic factors. We discuss what is, and is not, known about the epigenetic mechanism behind the differentiation of both gonads and sex differences in the brain. Beyond the well studied tilapia species, the two best-studied dwarf cichlid systems showing environmental sex determination are the South American genus Apistogramma, and the West African genus Pelvicachromis. Both these species demonstrate male morphs with alternative reproductive tactics. We discuss the further neuroethology opportunities such systems provide to the study of epigenetics of alternative life history strategies and other behavioral variation.
Keywords: Cichlidae, epigenetics, DNA methylation, Chromatin modification, Environmental Sex Determination, Sex-change
Introduction
Natural selection normally favors parents who invest equally in the development of male and female offspring, but conditions may favor deviations from this 50:50 ratio (Fisher, 1958; Hamilton, 1967). If reproductive skew is greater in males, and higher quality males have a competitive advantage, and females in above average condition are more able to invest in making males with such an advantage, then females should evolve to bias the sex ratio of their offspring as a function of their condition (Charnov and Bull, 1977; Leimar, 1996; Trivers and Willard, 1973). If the environmental conditions in which an individual develops later influences their competitiveness in adulthood, then some environments should favor development as the sex with the greatest reproductive skew, and other environments should favor development as the sex with the smaller reproductive skew (Leimar, 1996; Trivers and Willard, 1973). These processes should result in the evolution of diverse sex determining mechanisms, including those sensitive to those environmental variables which foreshadow the prospects of different sexes and alternative life history strategies (Charnov and Bull, 1977).
The relatively consistent and simple outcome of differentiating into either a male (sperm-producing) or female (egg-producing) form is determined by a wildly diverse set of mechanisms across different animal species (Bachtrog et al., 2014). Sex determination systems range from varieties of genetic sex determination (GSD) with sex chromosomes and master sex determining genes, or polygenic sex determination systems (PSD) with multiple sex-determining loci, to haplodiploidy, and paternal genome elimination, to non-genetic environmental sex determination (ESD) systems. In some taxa, such as mammals and birds, the sex determination mechanism is relatively conserved. Teleost fish however, provide full-spectrum service to the student of sexual differentiation, the full gamut from XY and/or ZW GSD systems, PSD systems, and ESD factors such as pH and temperature. In addition, there are teleost species in which various GSD and ESD systems have simultaneous action (Avise and Mank, 2009; Cnaani et al., 2008; Devlin and Nagahama, 2002; Godwin and Roberts, 2018; Piferrer, 2018).
Here we review what is known about the environmental influences on sex determination within the teleost Family Cichlidae. We pay particular attention to environmental variables which have demonstrable effect within ranges normally encountered in the natural history of the animals, to focus on traits reflecting the influence of natural selection on the mechanisms of sex determination. Since environmental sex determination does not rely on base-pair sequence polymorphisms to determine sexual fate, the mechanisms determining sex must be plastic and therefore epigenetic. We briefly examine what is known about these epigenetic mechanisms, and outline the major questions remaining to be addressed with this powerful comparative system for the study of evolutionary forces acting on sex determination. We discuss how the mechanism underlying ESD may be linked to the development of alternative reproductive tactics, and how they differ from sequential hermaphroditism.
Genetic versus Environmental Sex Determination
Genetic sex determination is typically associated with a “master” sex determining gene, which creates two broad categories of sex chromosomes, XX/XY if the males are heterogametic for the master sex determining gene, and ZW/ZZ if females are the heterogametic sex. The specific gene serving as the master sex determiner varies across taxonomies, but is drawn from a pool of usual suspects of genes involved in sexual differentiation (Shen and Wang, 2014; Valenzuela et al., 2013). Polygenic sex determining systems lack a master sex determining gene. Sexual fate in PSD systems is determined epistatically by independently segregating alleles, a parliamentary outcome from the cast of usual suspects interacting among themselves (Godwin and Roberts, 2018; Roberts et al., 2016; Vandeputte and Piferrer, 2018). In species with ESD, external environmental conditions, acting during an early sensitive period, influence gene expression within this parliament of sex genes to determine sexual fate (Piferrer et al., 2019). While sex determination is evolutionarily relatively static in some taxa, such as mammals and birds, in other lineages, such as teleost fish, even closely-related species exhibit a diversity of sex determination systems and a diversity of master sex determiner genes (Godwin and Roberts, 2018). As an example of this rapid evolution, in the family Cichlidae alone, environmental influences of temperature and pH exist alongside striking diversity of genetic factors including B-chromosome, XY and ZW heterogametic sex chromosome systems as well as complex polyfactorial systems where several of these factors are in simultaneous effect (Baroiller et al., 2009; Ser et al., 2010; Yoshida et al., 2011).
The most studied environmental factor is temperature, and species can be grouped according to the pattern of sex ratio response. By far the most common in fishes is more males at higher temperatures, with few species showing the opposite pattern of more females at higher temperatures - the common pattern found in reptiles (Ospina-Álvarez and Piferrer, 2008). More complex patterns with sex-ratio skew at both high and low extremes are seen less often (Devlin and Nagahama, 2002; Ospina-Álvarez and Piferrer, 2008). Though discrete processes, GSD and ESD systems are not mutually exclusive, and both genetic differences and environmental conditions may have interacting effects on sexual fate (Capel, 2017). For many species with demonstrated ESD (usually temperature effects), the data derive from lab-based experiments, and in some cases the presence of GSD has not been eliminated (Ospina-Álvarez and Piferrer, 2008).
Among the very earliest reports of environmental sex determination is that by Walter Heiligenberg (1965) on the cichlid Pelvicachromis pulcher, which we discuss below. This predates virtually all of the highly influential work on environmental sex determination in reptiles (review in Bull, 1980), as well as the first definitive field-based evidence of temperature dependent sex determination in fishes (Atlantic silverside: Conover and Kynard, 1981). While recent work in cichlids has focused on the evolution of polygenic sex determining systems, including multiple ZW and XY loci segregating within a single species and their evolution among cichlids from lake Malawi (Ser et al., 2010), even those data leave room to hypothesize a role for environmental factors. There is also ample evidence for both environmental (Baroiller et al., 2009) and genetic (Cnaani et al., 2008; Devlin and Nagahama, 2002) sex determination in tilapiine cichlids, and in fact the majority of fish species with demonstrated ESD are from the cichlid clade (Ospina-Álvarez and Piferrer, 2008; Römer and Beisenherz, 1996).
Sex Determination versus Sex Reversal
Sex reversal is a form of environmental sex determination in which development of a genetically determined sex is reversed through environmental, often artificial, manipulation to produce the other sex. This practice is common in aquaculture for economic reasons (Baroiller and D’Cotta, 2016; Budd et al., 2015). A great deal has been learned about the mechanisms of sex determination through the study of sex reversal. In species where sex is normally determined through a straight-forward XX/XY system, the XX males and XY females resulting from hormonal treatments are clearly “sex reversed”. Species with polygenic sex determination, or mixed GSD-ESD systems, may also show XX males and XY females (e.g. Bezault et al., 2007) and be said to be “naturally sex reversed”. Among ZW genetic females of the half-smooth tongue sole ~14% are reversed to phenotypic males under normal natural temperature conditions, with a correspondingly masculinized DNA methylation pattern (Shao et al., 2014). The appropriateness of the term “reversal” in this instance lies on a spectrum. If an environmental variable, such as temperature reverses genetic sex, and that environmental variable needs to be outside the natural history range for that species, then the term seems entirely appropriate. This is not necessarily the case for all species with both genetic (either XX/XY or ZW/ZZ) sex determination and other factors, where PSD, or GSD-ESD may be more accurate terms.
The study of sex reversal, whether artificially manipulated or natural, provides a valuable experimental system to address the role of sex determining genes as well as molecular cascades in sex differentiation. While, the temporal patterns of gene expression may differ dramatically between genetically driven and environmentally driven reversal, some of the specific genes, and gene functions including epigenetic regulation are shared (e.g. beaded dragon: Whiteley 2021). A growing number of studies reveal epigenetic mechanisms by which environmental sex reversal can override sexual fate determined by genetic factors (reviewed in Ortega-Recalde et al., 2020). In any case, our primary interests in the present article are cases where normal range ecological variation in environmental factors influences sex determination, and leave the topic of reversal to others manuscripts in this special edition (see other reviews in this issue for detailed treatment of sex-reversal).
Abiotic Environmental Effects of Sex Determination in Cichlids
Research on environmental influences on sex ratios in cichlid fish begins with Walter Heiligenberg’s (Heiligenberg, 1965) study of alternative male morphs in the East African cichlid Pelvicachromis pulcher (then Pelmatochromis). Heiligenberg reported anecdotally that sex ratios in this genus ranged from 90% males to 10% males across the range of breeding pHs from 4–5 to neutral. This was confirmed for three species of Pelvicachromis (including P. pulcher) as well as two species of the South American dwarf cichlid Apistogramma by Ruben (1985) across pH conditions ranging from 5–6 to 7, under which all species showed male-biased sex ratios at low pH and female-biased ratios at neutral pH. The exact length of the critical period for pH exposure on sex ratio in P. pulcher is not known, but treatment for the first 30 days after hatch are effective at influencing sex ratio (Reddon and Hurd, 2013). Subsequent work has also shown an effect of temperature treatments over the first 60 days post-hatch, with broods incubated in ranges of 20–22C producing 13% males while broods incubated in the range of 26–28C produced 39% males at neutral pH (Hurd unpublished).
In a large comparative study of Apistogramma cichlids, Römer and Beisenherz (1996) manipulated both pH and water temperature for over thirty species of Apistogramma. Nearly uniformly, these species showed more male biased sex ratios at lower pH and high temperatures and female-biased sex ratios at neutral pH and lower temperatures. For one of these species, Apistogramma trifsaciata, they determined that the critical period for temperature effects was a linear function of time spent, up to 800 hours of development. Seven species in that study were subjected to a more rigorous test in which at least one clutch was bred at each of 9 combinations of three temperatures and three pHs. Temperature effects were stronger in some species, and pH effects stronger in others. The only species to show a significant “reversed” temperature effect showed it only at the lowest pH and showed far stronger pH effects, in the typical direction, than other species. Temperature effects generally overshadowed pH effects in the seven closely studied species. Temperature and pH values for microhabitats in which Apistogramma are found in the field range from 11.6 to 36°C, and 3.9 to 7.6 pH, with typical values 26.6+/−4.4C and 5.5+/−1.1 pH (Römer, 2001). The experimental ranges selected for both their pH and temperature treatments are centered close to the mean field values, and the span of the treatments amounts to approximately one-and-a-half standard deviations of between site variation. The relative importance of temperature over pH effects seen in these experimental results probably reflects the relative importance of these variables in the wild. The interspecific differences in relative magnitude of these two effects, and in the nature of their interaction, clearly indicates genetic differences among these close relatives in environmental sensitivity to these two variables.
Another abiotic factor which may influence sex in cichlids is oxygen concentration. A parenthetical mention in a study examining the response to hypoxic rearing environment in the cichlid Pseudocrenilabrus multicolor victoriae notes that hypoxic environments produced female-biased sex ratios (Chapman et al., 2008). This effect is in the reverse direction to that seen in zebrafish where hypoxia results in male-biased sex ratios (Shang et al., 2006).
Temperature, pH and oxygen concentration are all expected to be inter-related. Raising the temperature of water may lower its pH by a trivial amount, but in a biological system, many linked processes will be affected, and the effects may be large. At the level of the ecosystem these variables can be expected to correlate. For example, across the six sites in Nwadiario’s (1985) study of P. pulcher habitat on the Rio Sombrerio, mean temperature and pH are highly positively correlated across the six sites (r=0.99), dissolved O2 and temperature are highly negatively correlated (r=−0.97). While these samples track geographical variation, and we might expect ESD effects to have evolved to track seasonal variation, if pH and temperature are consistently correlated that strongly, then the ESD mechanism has clearly evolved to track one distal variable (maybe predicting some seasonal aspect), even though two proximate variables may be used by the physiological mechanism. On the other hand, across the many Apistogramma habitat sites surveyed by Römer (2001), temperature and pH are, if anything, negatively correlated (r=−0.30, 36 sites with specific temperature and pH values). The interspecific differences in the interaction of temperature and pH seen across the species in Römer and Beisenherz’s study demonstrate that these two factors are having independent effects at the level of the organism. The variation in the strength of pH and temperature effects may reflect selection for tracking more than one distal variable.
It is also worth noting that population sex ratios in the field may be quite different from the sex ratios predicted from lab studies manipulating water chemistry. Nwadiaro (1985) reported approximately 1:1 sex ratios in the field across a ranges of sites with mean pH ranging from about 5.5 to 6.2, and temperatures of 24.8 to 27°C. One site with mean pH of about 5.5 and temperature of about 24.0 showed approximately a 1:2 M:F ratio, a female-biased deviation from the 1:1 sex ratio in cold, acidic water. From water chemistry, it seems a male biased, not female biased sex ratio would be expected. The next site downstream, with a 1:0.97 M:F ratio was 0.8°C warmer on average, with the same dissolved oxygen and trivially (0.03pH difference) more acidic water.
Temperature and pH influence sex ratio in both the large South American genus Apistogramma, and the West African genus Pelvicachromis. Ospina-Álvarez and Piferrer (Ospina-Álvarez and Piferrer, 2008) previously reviewed the magnitude of TSD effects in fish, describing the effects when they exist as being from 1:1 to 3:1 over one or two degrees. While there are certainly some species that show this extreme of an effect, the majority of them show more modest effects, with considerable proportions of the rarer sex, in excess of 20%, at the most extreme environmental conditions. We suggest that such patterns indicate coincident action of genetic variation.
Social Effects on Sex Determination in Cichlids
In addition to abiotic environmental effects, social factors in the environment may determine sex, a phenomenon termed “Behavioral Sex Determination (BSD)”. Work by Francis and Barlow (1993) suggested that Midas cichlid (Amphilophus citrinellus) sex was determined by their position within their cohort’s size hierarchy during juvenile development. That study relied on the assumption that the size hierarchy within a clutch is stable to suggest that the larger fish in a cohort become male. Francis and Barlow divided a cohort of 74 six-month-old juveniles into two groups based on size, then measured and sexed the fish at one year of age, when they were expected to be sexually mature. Those fish that had been below median size at the time of separation were larger on average at adulthood than those that had been in the top half of the size hierarchy, and both groups had non-significantly female-biased sex ratios with males larger on average than the females in both groups. The experiment tested whether larger fish become male either because sex is determined early and males grow faster than females, or variation in growth rate is the initial variable and the faster growing fish decide to become male at some later point. The results support the hypothesis that relative size within the cohort determines sex. Attempts to replicate this work have failed. Oldfield (2007) split a cohort of four-month-old Midas cichlids along the size distribution into 13 groups of 7 fish, then randomly removed one fish from each group to be raised in isolation. The results would support Francis and Barlow if the largest three fish in each group matured as males and the smallest as females. However, there was no significant association between eventual sex and position within the size hierarchy in these groups at adulthood, nor was there a pattern of variation in sex ratio across the 13 groups that might be expected if growth rate and sex were associated at the time of separation. In another attempt to replicate the original Francis and Barlow experiment, four cohorts separated according to the original protocol showed no evidence of social influence on sex, and showed differential growth rates between the sexes only after sexual differentiation (Oldfield, 2009). Attempts to replicate the Francis and Barlow study using convict cichlids (Amatitlania nigrofasciata) in the Hurd lab have also failed. Creation of cohorts by splitting and joining broods of near same age leucistic and wildtype colored fry at young ages have revealed size hierarchies to be very unstable at young age, and unlinked to eventual sex. While cichlids may not provide a system for investigating socially driven sex determination, the richness of cichlid social behavior and the existing plasticity of cichlid sex determination might create opportunities to examine comparatively how mechanisms associated with social sex determination in other species act on traits other than sex in cichlids.
Molecular Mechanisms to Encode Environment
When environmental factors determine, override, or interact with genetic factors to impact phenotype, that external signal must be recorded or translated into differential gene expression to create this phenotypic plasticity (Aubin-Horth and Renn, 2009; Renn and Aubin-Horth, 2019). How this information is encoded is not fully understood, but stable modifications of DNA and its associated histone proteins play an important role. Because these changes do not alter the genetic sequence, they are collectively referred to as “epigenetic modifications”. More broadly, epigenetic phenomena include intra and inter-individual variation in response to environmental and endogenous cues across an individual’s ontogenesis, life-cycle, and even descendants (Burggren and Crews, 2014). As ESD is clearly a dramatic example of environmentally induced phenotypic plasticity, it is not surprising that epigenetic mechanisms are involved (Piferrer, 2018). However, at this time a comprehensive picture of which mechanisms, which pathways, and which environmental factors is not yet available.
DNA-level epigenetic marks are mitotically, and in some cases meiotically, stable and thus can play a relatively long-term role, being set at one time point to impact phenotype later in ontogeny (Duncan et al., 2014). The most studied form of DNA modification is the attachment of a methyl (CH3) group at 5′-carbon of pyrimidine ring of cytosine nucleotide when it is 5’ to a guanine nucleotide (CpG), but additional modifications such as oxidation of methylated cytosine, and methylation of adenine are also important epigenetic marks that can impact gene expression (Klungland and Robertson, 2017). The genomic architecture of DNA-level epigenetic marks is most studied in mammalian species identifying regions of high density in the upstream regulatory region and 1st intron of genes (Antequera, 2003). These modifications are generally (but not exclusively) associated with a decrease in gene expression in vertebrates (Anastasiadi et al., 2018; Deaton and Bird, 2011). Specific enzymes are responsible for different aspects of DNA methylation initiation and maintenance through cell division (Law and Jacobsen, 2010).
However, both passive and enzyme-mediated active “erasure” of DNA methylation creates dynamic regulation that, while the core machinery is highly conserved, shows different rates and modes of regulation across species (de Mendoza et al., 2020). Furthermore, the means by which epigenetic marks are made to be tissue (cell-type) specific is variable and less well understood (Zhong, 2016). While genome wide techniques (e.g. Chatterjee et al., 2013) are often applied to developmental studies and tissue-type differentiation, targeted gene-promoter specific techniques (e.g. Bernstein et al., 2015) have been fruitful in understanding how environmental signals are transduced to shape physiology. With regard to ESD such studies have largely focused on the aromatase gene promoter (Driscoll et al., 2020; Navarro-Martín et al., 2011; Parrott et al., 2014, discussed in detail below). While methylated DNA is thought to directly interfere with transcription factor binding in some cases (Watt and Molloy, 1988) methyl-CpG binding proteins have also been characterized as “readers” of the methylation mark to recruit protein complexes that impact general accessibility of the DNA region (Bogdanović and Veenstra, 2009).
DNA is wound around nucleosomes, a histone octamer composed of two copies each of the histone proteins H2A, H2B, H3, and H4, each of which has a protein tail that can be modified via phosphorylation, ubiquitylation, methylation, or acetylation at different amino acid sites. These modifications create a complex and not fully understood code that determines the packing and accessibility to allow or inhibit transcription (Jenuwein and Allis, 2001; Rando, 2012). While there is general consensus that DNA methylation directs the formation of nuclease-resistant chromatin leading to repression of gene activity, DNA methylation machinery is also sensitive to (i.e. reads) the histone marks in this bi-directional regulatory process (Cheng, 2014). With regard to the field of comparative physiology, although enzymes responsible for histone modifications are identified, and their expression tracked through development in some species (Fellous et al., 2019; Kirfel et al., 2020; Kratochwil and Meyer, 2015; Seebacher and Simmonds, 2019), much less is known about the dynamics and combinatorial code for histone modifications outside of mammals. The most common techniques to assess chromatin structure and accessibility of the DNA for transcription rely on immunoprecipitation directed to specific histone modification followed by high-throughput sequencing (ChIP-seq) of the associated DNA (Furey, 2012; Park, 2009). Further research is needed to definitely link these modifications with epigenetic state in most organisms as has been done for humans (e.g. Guenther et al., 2007; Zhou et al., 2011).
In addition to the DNA-level processes described above, several post-transcriptional RNA-level regulatory mechanisms involving untranslated RNA molecules targeting mRNA for degradation or silencing are often considered under the heading of “epigenetic regulation” because these molecules have been shown to be transmitted trans-generationally in either the egg (Martinez et al., 2019) or sperm (Rodgers et al., 2013). Thus, in addition to epistatic gene interactions within an individual, they can impact physiology and phenotype of subsequent generations. Also, longer untranslated RNAs play a role in regulating histone modifying proteins to impact physiology, some of which are known to be involved in sex differentiation in mammals (Rastetter et al., 2015) and turtles (Zhang et al., 2018). As such, these post-transcriptional RNA-level regulatory mechanisms may play a role in the epigenetic mechanisms that encode early life experiences, and environmental factors to impact later phenotypic expression (Gowthaman et al., 2020).
Mechanisms of ESD in (non-cichlid) Fish
In vertebrates, aromatase -encoded by the cyp19a1 gene- is a key steroidogenic enzyme that converts androgens into estrogens. It is essential both in the brain and in female gonads where it is necessary for ovarian differentiation (Callard et al., 2001; McCarthy et al., 2009). In non-teleost vertebrates, male-biasing temperatures correspond to decreased gonadal aromatase expression and higher cyp19a1 promoter methylation, with female-producing temperatures showing the opposite pattern (American alligator: Parrott et al., 2014; Reeves’ turtle: Ru et al., 2017; red-eared slider turtle: Ramsey et al., 2007). Fish have two copies of the gene, the more studied A-copy is expressed in female gonads, while the less well studied B-copy is expressed predominantly in the brain, with contradictory reports with regard to sex bias (Kallivretaki et al., 2007; Okubo et al., 2011). Again, male-biasing temperatures lead to increased methylation of the A-copy promoter within sexes for several fish species including European sea bass (Navarro-Martín et al., 2011) and mangrove killifish Kryptolebias marmoratus (Ellison et al., 2015). European sea bass (like Nile tilapia discussed below) are farmed species in which the sexes differ in size. For the bass it is the females that are preferred (Pavlidis et al., 2000), making sex ratio manipulation a matter of economic interest (Stelkens and Wedekind, 2010), driving research on mechanisms of environmental sex determination in teleosts despite both being a combined system of ESD and GSD. The mangrove killifish Kryptolebias marmoratus, is androdiecious; most individuals are hermaphrodites and the rest are males. Males become all the more rare when eggs incubate at higher temperatures (Harrington, 1967). This decreasing male sex ratio at higher temperature is the reverse to most other fish with temperature effects on sex determination, where higher temperatures produce more males. This species has been subject to a half-century history of research and has recently been used for the identification of candidate genes whose differential methylation or histone modifications may underlie ESD (Ellison et al., 2015; Fellous et al., 2019).
In vitro studies show temperature sensitive methylation at the A-copy impacts a flounder Nr5a2 binding site (Fan et al., 2017), the sea bass SF-1 and Foxl2 sites (Navarro-Martín et al., 2011), and cAMP binding in rice eel Monopterus albus (Zhang et al., 2013). The degree to which species-specific results reflect underlying differences in biology or differences in experimental approach requires further comparative and functional analyses. Data from turtles, alligators, and fish show environmental effects on the expression of several transcription factors, many of which are known to impact expression of aromatase, or themselves be regulated by estrogens justifying future genome wide analyses. Specifically, functional studies in the red-eared slider turtle (Ramsey et al., 2007) demonstrate that temperature-based increase in female-biased cyp19a1 expression is attributable to demethylation impacting binding for FOX and SF-1 transcription factors as well as at the TATA box (Matsumoto et al., 2013).
What little developmental work has addressed the timing of brain aromatase expression or epigenetic regulation thereof, has failed to show a clear and simple pattern (Blázquez and Piferrer, 2004; Chang et al., 2005; Kallivretaki et al., 2007; Patil and Gunasekera, 2008; Vizziano-Cantonnet et al., 2011), suggesting the need for in-depth studies examining single species in greater detail rather than a comparative approach seeking a universal pattern. In red-eared slider turtles, the brain initiates sexual differentiation and is sensitive to temperature effects prior to gonadal differentiation (Crews et al., 1996; Czerwinski et al., 2016). This system is analogous to sex change in teleosts (see below). More work is necessary to determine the relationship between brain aromatase and environmental factors that impact sex differentiation.
Mechanisms of ESD in Cichlids
The majority of research related to environmental influence on sex determination in cichlids has taken advantage of the ability to experimentally induce sex reversal (see above) in tilapia through hormone (Genotte et al., 2014; Zaki et al 2021) or temperature (Baroiller et al., 2009) manipulations to create sex-reversed “neomales”. Variants of sex-influencing loci are found on several chromosomes (Palaiokostas et al., 2015; Baroiller and D’Cotta, 2018) in both inbred strains and wild populations (Triay et al., 2020; Sissao et al., 2019). These loci have also been linked to family-level variation in temperature sensitivity, suggesting that the molecular cue for TSD may coincide with mechanisms for GSD (Lüehmann et al., 2012; Wessels et al., 2014).
One of these loci, an XY system determiner on linkage group 23, contains a duplication of the amh gene and subsequent smaller deletion that is male-specific in some lineages (Wessels et al., 2014) and variable in wild populations (Sisao et al., 2019; Triay et al., 2020). The typically male-biased amh gene has previously shown to also be up-regulated in sex-reversed neomales along with the dmrt1 gene followed in time by reduced expression of the typically female-biased foxl1 and cyp19a1a (gonad form) as well as down regulation of cyp19a1b (brain form) (Poonlaphdech et al., 2013).
Recent transcriptome-level studies of either gonad (Wang et al., 2019) or brain (Yao, et al., 2021; Zhao et al., 2019) reveal global patterns of gene expression in sex-reversed neomales that generally correspond to male-typical expression. While the majority of these studies target late time points (100+ days), reflecting post-differentiation gene expression, one study (Yao et al., 2021) produced a time course dataset to investigate “fast-response temperature genes” as early as 6 hours post-temperature-treatment to identify genes directly involved in the masculinization process. Interestingly, several of the genes identified are involved in epigenetic regulation. These include kdm6b, which catalyzes the demethylation of histones (Lan et al., 2007) to promote transcription of target genes, one of which is the male sex-determiner dmrt1 (Ge et al., 2018) also implicated in alligator TSD (Deveson et al., 2017). Similarly, Cbx7 and Jarid2, which are components of the histone modifying complexes PRC1 and PRC2 respectively, were also upregulated at these early timepoints, and have been linked to sex determination in other systems (Deveson et al., 2017; Kuroki et al., 2013). All of which demonstrate that epigenetic mechanisms are involved in temperature-based sex-reversal in tilapia. The degree to which sex differentiation of the brain follows or drives differentiation of the gonads in fish remains an open question (Senthilkumaran et al., 2015).
In addition to histone modification mechanisms for epigenetic regulation, DNA methylation has also been addressed in tilapia sex determination and sex-reversal. Roughly 1–2% of the genome shows differential methylation in response to high temperature sex-reversal in tilapia gonads (Sun et al., 2016), in a pattern that generally shows the expected negative correlation with gene expression (Wang et al., 2019). Pharmacological manipulation with fadrozole at a later time point demonstrated the up-regulation of the DNA-methyltransferase genes themselves correlated with up-regulation of dmrt1, and down regulation of cyp19a1a (Wang et al., 2018).
Hormonal and physiological studies of sex-reversed neomales suggest that, despite similar gonadal development and sex-steroid production, the size and number of specific neurons involved in sociosexual pathways are different (Dussenne et al., 2020), which may explain the differences in behavior such as aggression (Gennotte et al., 2017). The degree to which these physiological and behavioral phenotypes seen in response to early hormone treatment also manifest under natural sex-reversal, or environmental sex determination remains to be determined. Juvenile tilapia have been shown to choose an extreme, but not ecologically unrealistic, masculinizing temperature for a period which is short, but sufficient to skew sex ratio, which suggests that behavior can influence sex determination for this system (Nivelle et al., 2019).
The existence of pH, temperature, oxygen, and possible socially mediated, systems in non-tilapia cichlids provides an untapped opportunity to address the evolution of these mechanisms. Furthermore, the rich behavioral repertoire and ability to reproduce naturalistic behaviors in the lab offers the opportunity to address both the neural and gonadal mechanisms in a controlled setting.
By sequencing both copies of the cyp19a1 aromatase genes, and performing gene expression analysis and epigenetic analysis of both brain and gonad tissues in both adult and fry, Driscoll et al (2020) have established P. pulcher as a system for the comparative study of mechanisms underlying environmental sex determination and alternative male morph development. The canonical teleost pattern of elevated expression of the A-copy of aromatase in the female ovary, and elevated expression of the B-copy in the brain, was explained by methylation patterns most strongly for the A-copy in gonads, according to an amplicon sequencing strategy. That is consistent with the relative density of CpGs upstream of these two genes. While specific individual functional methylation sites were not identified, the results suggested that different CpG rich regions of the A-copy gene are acting independently, one for tissue specificity and one for sex-specificity. While epigenetic analyses of ESD have largely focused on CpG sites within 500 base pairs of the gonadal aromatase promoter (red-eared slider turtle: Matsumoto et al., 2013; European sea bass: Navarro-Martín et al., 2011; black porgy: Wu et al., 2012; Nile tilapia: Wang et al., 2017; flounder: Fan et al., 2017), results from cichlids suggest that sites farther upstream may also be involved (Driscoll et al., 2020).
While that study did not address the ability to encode the pH environmental variable known to impact sex determination, it did importantly demonstrate that the discrete methylation patterns at the A-copy that differentiate adult male and female gonad sex are present among fry. In fact, the male and female methylation patterns were among the most explanatory patterns for A-copy methylation pattern variation among individual fry. This supports the hypothesis of epigenetic marking of sex, prior to sexual differentiation and gene expression of the A-copy. A more detailed developmental time course, and discrete dissection of gonads in fry, will be helpful in identifying the epigenetic marks introduced by environmental pH, and leading to male vs. female development or male morph expression.
What ESD Research Can Learn from Sex Change
Individuals of gonochoristic species make an irrevocable life history decision to develop into either one sex or the other. Individuals of sequentially hermaphroditic species, on the other hand, initially develop into one sex, then may later reverse in a subsequent change. The timing of the reversal may be under some environmental control, but the initial choice of sex can be seen as less of a choice than in gonochoristic species, where a decision about sexual fate is made early in development. Sequential hermaphroditism represents a most fascinating example of phenotypic plasticity. Such malleability is known in 27 taxonomic families spanning 9 orders of fish with three strategies occurring; protogynous (female to male change), protandrous (male to female change), and sequential bidirectional change (Avise and Mank, 2009). In clades that exhibit true sex change, behavioral and physiological analysis far exceeds the more recent work at the transcriptomic and epigenetic level. It is known that sex determination and maintenance require opposing regulation of sex-specific gene networks which are largely conserved pathways downstream of master sex-determining genes (Munger and Capel, 2012). In part because behavioral changes precede changes in gonadal morphology, studies suggest that sex-change begins with the brain, where the reproductive axis and stress axis are integrated (Liu et al., 2017). Changes in neurohormones and cortisol may mediate the regulation of opposing sex-specific gene networks (see Ortega-Recalde et al., 2020). The remarkable plasticity seen in sequentially hermaphroditic fish demonstrates that the process of differentiation is not irreversible, but rather reflects a life-long on-going battle between competing male determining and female determining genetic and hormonal networks (Ortega-Recalde et al., 2020; Paul-Prasanth et al., 2013; Todd et al., 2016). Under environmental sex determination in non-sex changing fish, the same molecular battle is waged earlier in ontogeny and with a more decisive outcome, thus study of these two phenomena will inform each other.
Just as aromatase (cyp19a1) plays an important role in environmental sex determination, its expression is down regulated at the initiation of sex change in several protogynous species (ricefield eel: Zhang et al., 2013; red spotted grouper: Li et al., 2006) due to an increase in promoter region methylation (Todd et al., 2019; Zhang et al., 2013) which may directly interfere with transcription factor binding. While changes in expression of several key genes have been noted in both protogynous and protandrous systems further study is needed to elucidate the exact sequence and timing. Here, the study of mechanisms related to primary environmental sex determination may also shed light on sex change. Because the brain is thought to initiate sex change, brain aromatase has been a target of study, but results are inconsistent or contradictory, highlighting the importance of species-specific functions (blue banded gobies: Black et al., 2005; black sea bass: Breton et al., 2015; bluehead wrasse: Todd et al., 2019; ricefield eel: Zhang et al., 2008).
These interesting exemplars span the teleost clade and represent different patterns of sex-change (Godwin 2010). What they lack is a rigorous phylogenetic comparative approach at the mechanistic level with which to explore the evolution of mechanisms mediating sex-change and transdetermination. Though more is known at behavioral and physiological levels (Erisman et al., 2013; Kazancıoğlu and Alonzo, 2010), such comparative approaches at the genetic and even epigenetic level have begun in wrasses (Kuwamura et al., 2020), gobies (Sunobe et al., 2017) and clownfish (Southey et al., 2020). Thus far, findings suggest that key components of the molecular machinery controlling gonadal sex change are phylogenetically conserved at the family level while, neural pathways governing behavioral sex change may be more variable (Thomas et al., 2019).
Sex Change in Cichlids
Among cichlids, Peters (1975) suggested the possibility of adult protandrous sex change in Pseudotropheus lombaroi based on field sampling, however controlled experiments attempting to reproduce this failed at the histological level revealing only immature oocytes in all males’ testes, which are thought to be a remnant of a intersexual juvenile period (Naish and Ribbink, 1990). Stauffer and Ruffing (2008) reported a study of female mouthbrooders, Pseudotropheus livingstonii in which females in an iso-female population developed male like coloration and head shape. In two instances females produced viable broods said to be the result of egg fertilization by these transformed individuals. This claim should be interpreted with caution, because no histological analysis, which is an important criterion for claims of sex change (Sadovy and Shapiro, 1987), was conducted. Protogynous sequential hermaphroditism was suggested in the South American cichlid Crenicara punctulata based on behavioral observations and further supported by an experimental manipulation of social isolation and verified through histological analysis of gonads to reveal testicular tissue (Carruth, 2000). Despite initial support (Oldfield, 2005), even this last example is generally not considered to be an example of true sex change by experts in the field.
Despite the rarity of sequential hermaphroditism in cichlids, their plasticity with regard to sex-typical behavioral and secondary sexual characteristics provides valuable insight to the underlying physiological and neural mechanisms. The use of iso-female populations to induce male-typical secondary sexual characteristics and behavior in otherwise functional females has proven useful in the study of neural gene expression associated with these behaviors (O’Connell et al., 2013; Renn et al., 2016). Similarly, the ability to induce behavioral reversal of sex-biased behaviors that parallel evolutionary reversal of sex-biased behaviors has been used to address behavior, hormone regulation and neural gene expression (e.g. Wood et al., 2014; Schumer et al., 2011).
Intrasexual Variation and Environmental Sex Determination
An underexamined aspect of environmental sex determination in fishes is the effect that the same environmental factor may have on traits other than gonadal sex, including behavioral traits. Both the Apistogramma and P. pulcher systems feature alternative reproductive tactics (ARTs) (Taborsky and Brockmann, 2010) in which males are of one or another alternative morphs, each with different life-history strategies. Römer (2001) reports that Apistogramma cichlid species “always” have crypto-female sneaker males, who resemble females in external morphology and achieve fertilizations by sneaking in to inseminate the spawn of a female and her territorial male. Among P. pulcher, the two male color morphs, “red” and “yellow”, identified by Heiligenberg (1965) have been shown to follow different life history strategies, with the red morph biased towards haremic breeding, and the yellow towards monogamous breeding (Martin and Taborsky, 1997). Those same low pH environmental conditions that produce more males also result in a greater proportion of males being of the red morph, suggesting that the mechanism of sexual differentiation is linked to intra-sexual variation (Reddon and Hurd, 2013). Red and yellow males show a range of behavioral differences in traits such as aggression and activity levels, some but not all, consistent with the pattern that red males are “hypermasculinized” compared to yellow males (Seaver and Hurd, 2017).
This pattern is similar to effects seen in some lizards. Variation in environmental sex determining factors, temperature during the critical period of sex determination, in leopard geckos (Eublepharis macularius) has a life-long organizational effect on sexual and aggressive behavior variation within sexes (Huang and Crews, 2012; Rhen and Crews, 1999). The alternative male morphs seen in many lizards, with alternative male reproductive tactics associated with different colored throat badges (reviewed in Stuart-Fox et al., 2020) is strongly reminiscent of the P. pulcher system. Research into the relationship between the mechanisms of sexual differentiation and the organization of male morph differences in these species, in the framework of the organizational and activational effects of hormones has been extremely fruitful (Moore et al., 1998). Theoretical work (Lande et al., 2001) based on laboratory and field observations of ecology, male and female mating behavior, and inheritance of sex-determination and color polymorphisms has suggested multiple pathways for rapid sympatric speciation. In the model, when the evolution of novel color morphs was combined with strong assortative mating it would promote speciation when both sex-reversal and suppressor genes are incorporated. Empirical data support the connection between color morphs, assortative mating and rapid speciation for species in the genus Apistogramma (Estivals et al., 2020). It could be argued that environmental sex determination could speed up or inhibit such speciation via sex reversal. Given that ESD and environmentally determined alternative color morphs are commonly coincident in cichlids this system could be used to test the theoretical model.
Given that brain aromatase expression has a demonstrably complex relationship with behavioral variation, epigenetic regulation of this gene provides a logical link between ESD and environmentally-induced behavioral effects. There is higher expression of the B-copy of cyp19a1 in the brains of territorial male peacock blenny Salaria pavo (Goncalves et al., 2008), black-faced blennies Tripterygion delaisi (Schunter et al., 2014), and bluegill sunfish Lepomis macrochirus (Partridge et al., 2016). However, the opposite effect is seen in plainfin midshipman Porichthys notatus (Fergus and Bass, 2013), and no significant difference is seen in wrasse alternative male morphs (Todd et al., 2018). In teleost fish, sex differences in the brain may be more plastic and dependent on immediate social and environmental factors, following a similar process of ‘on-going battle between two competing gene networks’ process as does primary sex determination. The combination of both ESD and alternative reproductive tactics in cichlids could provide an opportunity to disentangle the processes of gonadal sex determination and differentiation from the differentiation of behavioral life histories in the brain.
ESD as Phenotypic Plasticity
As is evident from the topics covered above, environmental sex determination is a fascinating case of developmental plasticity, a field with a rich treatment in evolutionary biology. Developmental plasticity is considered to either buffer the effects of environmental variation, slowing an evolutionary response to selection, or to promote evolutionary diversification by allowing populations to persist. Just as we see in ESD, the mechanisms that orchestrate the response to the environment are themselves under selection (Beldade et al., 2011). Though there is strong selection for an equal sex-ratio, ESD can allow sex ratio skew under favorable conditions. In some instances, selection may favor genetic changes that alter the nature or sensitivity of plasticity, a process referred to as genetic accommodation (Pigliucci and Murren, 2003; West-Eberhard, 1989). At the genetic level, it has been suggested that sex chromosomes could evolve from ancestral autosomes when one chromosome hosts more epigenetic methyl groups near sex controlling regions (Gorelick, 2003). Because methylation also can suppress recombination, the rate of chromosome evolution could itself be impacted by the mechanism we see in ESD (Jablonka, 2004). Understanding the epigenetic regulation of ESD systems may therefore shed light on the evolution of sex determination systems more generally. Cichlids, where the number of described sex chromosome systems far exceeds the diversity in other vertebrate systems evolved over a similar timescale (Gammerdinger and Kocher, 2018) and are thought to contribute to species diversity through post-zygotic barriers (DaCosta et al 2019), provide particularly rich comparative fodder. A complete understanding of these processes will benefit from emerging technologies that allow for the combination of transcriptomics and epigenetic analyses as the relevant epigenetic marks will differ by tissue, and even down to the single cell level (Angermueller et al., 2016; Linker et al., 2019).
Conclusion
By studying ESD in cichlids we have the opportunity to use a phylogenetic and comparative approach to understand the evolution of sex determination mechanisms and their impact on the evolution of sex determining systems. There is abundant variation in the mechanisms of differentiation evidenced by the varying effects of environmental variables and their interaction on congener species. The behavioral richness of the cichlid system further allows for the investigation of the processes behind the epigenetic differentiation of the brain into different life history strategies. A more detailed developmental time course, and discrete dissection of tissue in fry, is needed to identify the epigenetic marks introduced by environmental factors, leading to male vs. female development or male morph expression. These marks are more than likely to be part of the on-going balance between competing networks of masculinizing and feminizing genes. The ever-growing genomic resources for cichlids (Brawand et al., 2014; Faber-Hammond et al., 2019; Salzburger, 2018) and the integrative and active research community surrounding the behavior (e.g. Maruska and Fernald, 2018; York et al., 2015), ecology (e.g. Golcher-Benavides and Wagner, 2019) and evolution (e.g. Kornfield and Smith, 2000; Wagner et al., 2012) as well as commercial aspects of this group provides exciting opportunities.
Acknowledgement (optional)
The authors are grateful for the opportunity to participate in this special issue and thank anonymous reviewers for their helpful comments.
Funding Sources
This work was supported by NIH-NIGMS award # R15-DK116224-01 and NSF-IOS-BSC award # 1456486 to SCPR, and NSERC Discovery Grant RGPIN-2018-05704 to PLH.
Footnotes
Conflict of Interest Statement
“The authors have no conflicts of interest to declare.”
References
- Anastasiadi D, Esteve-Codina A, and Piferrer F (2018). Consistent inverse correlation between DNA methylation of the first intron and gene expression across tissues and species. Epigenetics Chromatin 11, 37. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Angermueller C, Clark SJ, Lee HJ, Macaulay IC, Teng MJ, Hu TX, Krueger F, Smallwood SA, Ponting CP, Voet T, et al. (2016). Parallel single-cell sequencing links transcriptional and epigenetic heterogeneity. Nat. Methods 13, 229–232. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Antequera F (2003). Structure, function and evolution of CpG island promoters. Cell. Mol. Life Sci. CMLS 60, 1647–1658. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Aubin-Horth N, and Renn SCP (2009). Genomic reaction norms: using integrative biology to understand molecular mechanisms of phenotypic plasticity. Mol. Ecol. 18, 3763–3780. [DOI] [PubMed] [Google Scholar]
- Avise JC, and Mank JE (2009). Evolutionary Perspectives on Hermaphroditism in Fishes. Sex. Dev. 3, 152–163. [DOI] [PubMed] [Google Scholar]
- Bachtrog D, Mank JE, Peichel CL, Kirkpatrick M, Otto SP, Ashman T-L, Hahn MW, Kitano J, Mayrose I, Ming R, et al. (2014). Sex determination: why so many ways of doing it? PLOS Biol. 12, e1001899. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Baroiller J-F, and D’Cotta H (2016). The reversible sex of gonochoristic fish: Insights and consequences. Sex. Dev. Genet. Mol. Biol. Evol. Endocrinol. Embryol. Pathol. Sex Determ. Differ. 10, 242–266. [DOI] [PubMed] [Google Scholar]
- Baroiller JF, D’Cotta H, Bezault E, Wessels S, and Hoerstgen-Schwark G (2009). Tilapia sex determination: Where temperature and genetics meet. Comp. Biochem. Physiol. A. Mol. Integr. Physiol. 153, 30–38. [DOI] [PubMed] [Google Scholar]
- Baroiller JF, and D’Cotta H (2018). Sex Control in tilapias. Sex Control in Aquaculture 189–234. [Google Scholar]
- Beldade P, Mateus ARA, and Keller RA (2011). Evolution and molecular mechanisms of adaptive developmental plasticity. Mol. Ecol. 20, 1347–1363. [DOI] [PubMed] [Google Scholar]
- Bernstein DL, Kameswaran V, Le Lay JE, Sheaffer KL, and Kaestner KH (2015). The BisPCR2 method for targeted bisulfite sequencing. Epigenetics Chromatin 8, 27. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bezault E, Clota F, Derivaz M, Chevassus B, and Baroiller J-F (2007). Sex determination and temperature-induced sex differentiation in three natural populations of Nile tilapia (Oreochromis niloticus) adapted to extreme temperature conditions. Aquaculture 272, S3–S16. [Google Scholar]
- Black MP, Balthazart J, Baillien M, and Grober MS (2005). Socially induced and rapid increases in aggression are inversely related to brain aromatase activity in a sex-changing fish, Lythrypnus dalli. Proc. R. Soc. B Biol. Sci. 272, 2435–2440. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Blázquez M, and Piferrer F (2004). Cloning, sequence analysis, tissue distribution, and sex-specific expression of the neural form of P450 aromatase in juvenile sea bass (Dicentrarchus labrax). Mol. Cell. Endocrinol. 219, 83–94. [DOI] [PubMed] [Google Scholar]
- Bogdanović O, and Veenstra GJC (2009). DNA methylation and methyl-CpG binding proteins: developmental requirements and function. Chromosoma 118, 549–565. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brawand D, Wagner CE, Li YI, Malinsky M, Keller I, Fan SH, Simakov O, Ng AY, Lim ZW, Bezault E, et al. (2014). The genomic substrate for adaptive radiation in African cichlid fish. Nature 513, 375–381. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Breton TS, DiMaggio MA, Sower SA, and Berlinsky DL (2015). Brain aromatase (cyp19a1b) and gonadotropin releasing hormone (gnrh2 and gnrh3) expression during reproductive development and sex change in black sea bass (Centropristis striata). Comp. Biochem. Physiol. A. Mol. Integr. Physiol. 181, 45–53. [DOI] [PubMed] [Google Scholar]
- Budd AM, Banh QQ, Domingos JA, and Jerry DR (2015). Sex control in fish: Approaches, challenges and opportunities for aquaculture. J. Mar. Sci. Eng. 3, 329–355. [Google Scholar]
- Bull JJ (1980). Sex determination in reptiles. Q. Rev. Biol. 55, 3–21. [Google Scholar]
- Burggren WW, and Crews D (2014). Epigenetics in comparative biology: why we should pay attention. Integr. Comp. Biol. 54, 7–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Callard GV, Tchoudakova AV, Kishida M, and Wood E (2001). Differential tissue distribution, developmental programming, estrogen regulation and promoter characteristics of cyp19 genes in teleost fish. J. Steroid Biochem. Mol. Biol. 79, 305–314. [DOI] [PubMed] [Google Scholar]
- Capel B (2017). Vertebrate sex determination: evolutionary plasticity of a fundamental switch. Nat. Rev. Genet. 18, 675–689. [DOI] [PubMed] [Google Scholar]
- Carruth LL (2000). Freshwater cichlid Crenicara punctulata Is a protogynous sequential hermaphrodite. Copeia 2000, 71–82. [Google Scholar]
- Chang X, Kobayashi T, Senthilkumaran B, Kobayashi-Kajura H, Sudhakumari CC, and Nagahama Y (2005). Two types of aromatase with different encoding genes, tissue distribution and developmental expression in Nile tilapia (Oreochromis niloticus). Gen. Comp. Endocrinol. 141, 101–115. [DOI] [PubMed] [Google Scholar]
- Chapman L, Albert J, and Galis F (2008). Developmental plasticity, genetic differentiation, and hypoxia-induced trade-offs in an African cichlid fish. Open Evol. J. 2, 75–88. [Google Scholar]
- Charnov EL, and Bull J (1977). When is sex environmentally determined? Nature 266, 828–830. [DOI] [PubMed] [Google Scholar]
- Chatterjee A, Ozaki Y, Stockwell PA, Horsfield JA, Morison IM, and Nakagawa S (2013). Mapping the zebrafish brain methylome using reduced representation bisulfite sequencing. Epigenetics 8, 979–989. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cheng X (2014). Structural and functional coordination of DNA and histone methylation. Cold Spring Harb. Perspect. Biol. 6, a018747. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cnaani A, Lee B-Y, Zilberman N, Ozouf-Costaz C, Hulata G, Ron M, D’Hont A, Baroiller J-F, D’Cotta H, Penman DJ, et al. (2008). Genetics of sex determination in Tilapiine species. Sex. Dev. 2, 43–54. [DOI] [PubMed] [Google Scholar]
- Conover DO, and Kynard BE (1981). Environmental sex determination: interaction of temperature and genotype in a fish. Science 213, 577–579. [DOI] [PubMed] [Google Scholar]
- Crews D, Coomber P, Baldwin R, Azad N, and Gonzalez-Lima F (1996). Brain organization in a reptile lacking sex chromosomes: Effects of gonadectomy and exogenous testosterone. Horm. Behav. 30, 474–486. [DOI] [PubMed] [Google Scholar]
- Czerwinski M, Natarajan A, Barske L, Looger LL, and Capel B (2016). A time course analysis of systemic and gonadal effects of temperature on sexual development of the red-eared slider turtle Trachemys scripta elegans. Dev. Biol. 420, 166–177. [DOI] [PubMed] [Google Scholar]
- D’Cotta H, Fostier A, Guiguen Y, Govoroun M, and Baroiller JF (2001) Aromatase plays a key role during normal and temperature-induced sex differentiation of tilapia Oreochromis niloticus. Mol Reprod Dev. 59, 265–76. [DOI] [PubMed] [Google Scholar]
- da Costa GWWF, de Bello Cioffi M, Liehr T, Feldberg E, Bertollo LAC, and Molina WF (2019). Extensive Chromosomal Reorganization in Apistogramma Fishes (Cichlidae, Cichlinae) Fits the Complex Evolutionary Diversification of the Genus. International Journal of Molecular Sciences, 20, 4077. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Deaton AM, and Bird A (2011). CpG islands and the regulation of transcription. Genes Dev. 25, 1010–1022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Deveson IW, Holleley CE, Blackburn J, Marshall Graves JA, Mattick JS, Waters PD, and Georges A (2017) Differential intron retention in Jumonji chromatin modifier genes is implicated in reptile temperature-dependent sex determination Sci. Adv. 3, e1700731. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Devlin RH, and Nagahama Y (2002). Sex determination and sex differentiation in fish: an overview of genetic, physiological, and environmental influences. Aquaculture 208, 191–364. [Google Scholar]
- Driscoll RMH, Faber-Hammond JJ, O’Rourke CF, Hurd PL, and Renn SCP (2020). Epigenetic regulation of gonadal and brain aromatase expression in a cichlid fish with environmental sex determination. Gen. Comp. Endocrinol. 296, 113538. [DOI] [PubMed] [Google Scholar]
- Duncan EJ, Gluckman PD, and Dearden PK (2014). Epigenetics, plasticity, and evolution: How do we link epigenetic change to phenotype? J. Exp. Zoolog. B Mol. Dev. Evol. 322, 208–220. [DOI] [PubMed] [Google Scholar]
- Dussenne M, Gennotte V, Rougeot C, Mélard C, and Cornil CA (2020) Consequences of temperature-induced sex reversal on hormones and brain in Nile tilapia. Hormones and Behavior 121, 104728. [DOI] [PubMed] [Google Scholar]
- Ellison A, Rodríguez López CM, Moran P, Breen J, Swain M, Megias M, Hegarty M, Wilkinson M, Pawluk R, and Consuegra S (2015). Epigenetic regulation of sex ratios may explain natural variation in self-fertilization rates. Proc. R. Soc. B Biol. Sci. 282, 20151900. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Erisman BE, Petersen CW, Hastings PA, and Warner RR (2013). Phylogenetic Perspectives on the Evolution of Functional Hermaphroditism in Teleost Fishes. Integr. Comp. Biol. 53, 736–754. [DOI] [PubMed] [Google Scholar]
- Estivals G, Duponchelle F, Römer U, García-Dávila C, Airola E, Deléglise M, and Renno JF (2020) The Amazonian dwarf cichlid Apistogramma agassizii (Steindachner, 1875) is a geographic mosaic of potentially tens of species: Conservation implications. Aquatic Conserv: Mar Freshw Ecosyst. 30, 1521–1539. [Google Scholar]
- Faber-Hammond JJ, Bezault E, Lunt DH, Joyce DA, and Renn SCP (2019). The genomic substrate for adaptive radiation: Copy number variation across 12 tribes of African cichlid species. Genome Biol. Evol. 11, 2856–2874. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fan Z, Zou Y, Jiao S, Tan X, Wu Z, Liang D, Zhang P, and You F (2017). Significant association of cyp19a promoter methylation with environmental factors and gonadal differentiation in olive flounder Paralichthys olivaceus. Comp. Biochem. Physiol. A. Mol. Integr. Physiol. 208, 70–79. [DOI] [PubMed] [Google Scholar]
- Fellous A, Earley RL, and Silvestre F (2019). Identification and expression of mangrove rivulus (Kryptolebias marmoratus) histone deacetylase (HDAC) and lysine acetyltransferase (KAT) genes. Gene 691, 56–69. [DOI] [PubMed] [Google Scholar]
- Fisher RA (1958). The Genetical Theory of Natural Selection, Ed. 2. Dover, New York (New York: Dover; ). [Google Scholar]
- Francis RC, and Barlow GW (1993). Social control of primary sex differentiation in the Midas cichlid. Proc. Natl. Acad. Sci. 90, 10673–10675. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Furey TS (2012). ChIP-seq and beyond: new and improved methodologies to detect and characterize protein-DNA interactions. Nat. Rev. Genet. 13, 840–852. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gammerdinger WJ, and Kocher TD (2018). Unusual diversity of sex chromosomes in African cichlid fishes. Genes 9, 480. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ge C, Ye J, Weber C, Sun W, Zhang H, Zhou Y, Cai C, Qian G, and Capel B (2018) The histone demethylase KDM6B regulated temperature-dependent sex determination in a turtle species. Science 360, 645–648. [DOI] [PubMed] [Google Scholar]
- Gennotte V, Mélard C, D’Cotta H, Baroiler JF and Rougeot C (2014) The sensitive period for male-to-female sex reversal begins at the embryonic stage in Nile tilapia and is associated with the sexual genotype. Molecular Reproduction and Development 8, 1146–1158. [DOI] [PubMed] [Google Scholar]
- Gennotte V, Akonkwa B, Mélard C, Denoel M, Cornil CA, and Rougeot C (2017). Do sex reversal procedures differentially affect agonistic behavior and sex steroid levels depending on the sexual genoype in Nilee tilapia? J Exp Zool A Ecol Integr Physiol. 327, 153–162. [DOI] [PubMed] [Google Scholar]
- Godwin J, and Roberts R (2018). Environmental and genetic sex determining mechanisms in fishes. In Transitions Between Sexual Systems: Understanding the Mechanisms of, and Pathways Between, Dioecy, Hermaphroditism and Other Sexual Systems, Leonard JL, ed. (Cham: Springer International Publishing; ), pp. 311–344. [Google Scholar]
- Golcher-Benavides J, and Wagner CE (2019). Playing out Liem’s paradox: Opportunistic piscivory across Lake Tanganyikan cichlids. Am. Nat. 194, 260–267. [DOI] [PubMed] [Google Scholar]
- Gorelick R (2003). Evolution of dioecy and sex chromosomes via methylation driving Muller’s ratchet. Biol. J. Linn. Soc. 80, 353–368. [Google Scholar]
- Gowthaman U, García-Pichardo D, Jin Y, Schwarz I, and Marquardt S (2020). DNA processing in the context of noncoding transcription. Trends Biochem. Sci. 45, 1009–1021. [DOI] [PubMed] [Google Scholar]
- Guenther MG, Levine SS, Boyer LA, Jaenisch R, and Young RA (2007). A chromatin landmark and transcription initiation at most promoters in human cells. Cell 130, 77–88. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hamilton WD (1967). Extraordinary sex ratios. Science 156, 477–488. [DOI] [PubMed] [Google Scholar]
- Harrington RW (1967).Environmentallly controlled induction of primary male gonochorists from eggs of the self-fertilizing hermaphroditic fish, Rivulus marmoratus poey. Biol. Bull. 132, 174–199. [DOI] [PubMed] [Google Scholar]
- Heiligenberg W (1965). Colour polymorphism in the males of an African cichlid fish. Proc. Zool. Soc. Lond. 146, 95–97. [Google Scholar]
- Huang V, and Crews D (2012). Differences induced by incubation temperature, versus androgen manipulation, in male leopard geckos (Eublepharis macularius). Physiol. Behav. 107, 121–124. [DOI] [PubMed] [Google Scholar]
- Jablonka E (2004). The evolution of the peculiarities of mammalian sex chromosomes: an epigenetic view. BioEssays 26, 1327–1332. [DOI] [PubMed] [Google Scholar]
- Jenuwein T, and Allis CD (2001). Translating the histone code. Science 293, 1074–1080. [DOI] [PubMed] [Google Scholar]
- Kallivretaki E, Eggen RIL, Neuhauss SCF, Kah O, and Segner H (2007). The zebrafish, brain-specific, aromatase cyp19a2 is neither expressed nor distributed in a sexually dimorphic manner during sexual differentiation. Dev. Dyn. 236, 3155–3166. [DOI] [PubMed] [Google Scholar]
- Kazancıoğlu E, and Alonzo SH (2010). A comparative analysis of sex change in Labridae supports the size advantage hypothesis. Evolution 64, 2254–2264. [DOI] [PubMed] [Google Scholar]
- Kirfel P, Skaljac M, Grotmann J, Kessel T, Seip M, Michaelis K, and Vilcinskas A (2020). Inhibition of histone acetylation and deacetylation enzymes affects longevity, development, and fecundity in the pea aphid (Acyrthosiphon pisum). Arch. Insect Biochem. Physiol. 103, e21614. [DOI] [PubMed] [Google Scholar]
- Klungland A, and Robertson AB (2017). Oxidized C5-methyl cytosine bases in DNA: 5-Hydroxymethylcytosine; 5-formylcytosine; and 5-carboxycytosine. Free Radic. Biol. Med. 107, 62–68. [DOI] [PubMed] [Google Scholar]
- Kornfield I, and Smith PF (2000). African cichlid fishes: Model systems for evolutionary biology. Annu. Rev. Ecol. Syst. 31, 163–196. [Google Scholar]
- Kratochwil CF, and Meyer A (2015). Evolution: tinkering within gene regulatory landscapes. Curr. Biol. CB 25, R285–288. [DOI] [PubMed] [Google Scholar]
- Kuroki S, Matoba S, Akiyoshi A, Matsumura Y, Miyachi H, Mise N, Abe K, Ogura A, Wilhelm D, and Koopman P (2013) Epigenetic regulation of mouse sex determination by the histone demethylase Jmjd1a. Science 341, 1106–1109. [DOI] [PubMed] [Google Scholar]
- Kuwamura T, Sunobe T, Sakai Y, Kadota T, and Sawada K (2020). Hermaphroditism in fishes: an annotated list of species, phylogeny, and mating system. Ichthyol. Res. 67, 341–360. [Google Scholar]
- Lan F, Bayliss P, and Rinn J (2007) A histone H3 lysine 27 demethylase regulates animal posterior development. Nature 449, 689–694. [DOI] [PubMed] [Google Scholar]
- Lande R, Seehausen O, and van Alphen JJM (2001). Mechanisms of rapid sympatric speciation by sex reversal and sexual selection in cichlid fish. Genetica 112, 435–443. [PubMed] [Google Scholar]
- Law JA, and Jacobsen SE (2010). Establishing, maintaining and modifying DNA methylation patterns in plants and animals. Nat. Rev. Genet. 11, 204–220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Leimar O (1996). Life-history analysis of the Trivers and Willard sex-ratio problem. Behav. Ecol. 7, 316–325. [Google Scholar]
- Li G-L, Liu X-C, Zhang Y, and Lin H-R (2006). Gonadal development, aromatase activity and P450 aromatase gene expression during sex inversion of protogynous red-spotted grouper Epinephelus akaara (Temminck and Schlegel) after implantation of the aromatase inhibitor, fadrozole. Aquac. Res. 37, 484–491. [Google Scholar]
- Linker SM, Urban L, Clark SJ, Chhatriwala M, Amatya S, McCarthy DJ, Ebersberger I, Vallier L, Reik W, Stegle O, et al. (2019). Combined single-cell profiling of expression and DNA methylation reveals splicing regulation and heterogeneity. Genome Biol. 20, 30. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu H, Todd EV, Lokman PM, Lamm MS, Godwin JR, and Gemmell NJ (2017). Sexual plasticity: A fishy tale. Mol. Reprod. Dev. 84, 171–194. [DOI] [PubMed] [Google Scholar]
- Lühmann LM, Knorr C, Hörstgen-Schwark G, and Wessels S (2012). First evidence for family-specific QTL for temperature-dependent sex reversal in Nile tilapia (Oreochromis niloticus). Sex Dev. 6, 247–256. [DOI] [PubMed] [Google Scholar]
- Martin E, and Taborsky M (1997). Alternative male mating tactics in a cichlid, Pelvicachromis pulcher: a comparison of reproductive effort and success. Behav. Ecol. Sociobiol. 41, 311–319. [Google Scholar]
- Martinez R, Vera-Chang MN, Haddad M, Zon J, Navarro-Martin L, Trudeau VL, and Mennigen JA (2019). Developmental fluoxetine exposure in zebrafish reduces offspring basal cortisol concentration via life stage-dependent maternal transmission. PLOS ONE 14, e0212577. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maruska KP, and Fernald RD (2018). Astatotilapia burtoni: A model system for analyzing the neurobiology of behavior. ACS Chem. Neurosci. 9, 1951–1962. [DOI] [PubMed] [Google Scholar]
- Matsumoto Y, Buemio A, Chu R, Vafaee M, and Crews D (2013). Epigenetic control of gonadal aromatase (cyp19a1) in temperature-dependent sex determination of red-eared slider turtles. PLOS ONE 8, e63599. [DOI] [PMC free article] [PubMed] [Google Scholar]
- McCarthy MM, Wright CL, and Schwarz JM (2009). New tricks by an old dogma: mechanisms of the Organizational/Activational Hypothesis of steroid-mediated sexual differentiation of brain and behavior. Horm. Behav. 55, 655–665. [DOI] [PMC free article] [PubMed] [Google Scholar]
- de Mendoza A, Lister R, and Bogdanovic O (2020). Evolution of DNA methylome diversity in eukaryotes. J. Mol. Biol. 432, 1687–1705. [DOI] [PubMed] [Google Scholar]
- Moore MC, Hews DK, and Knapp R (1998). Hormonal control and evolution of alternative male phenotypes: Generalizations of models for sexual differentiation. Am. Zool. 38, 133–151. [Google Scholar]
- Munger SC, and Capel B (2012). Sex and the circuitry: progress toward a systems-level understanding of vertebrate sex determination. Wiley Interdiscip. Rev. Syst. Biol. Med. 4, 401–412. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Naish K-A, and Ribbink AJ (1990). A preliminary investigation of sex change in Pseudotropheus lombardoi (Pisces: Cichlidae). In Alternative Life-History Styles of Fishes, Bruton MN, ed. (Dordrecht: Springer Netherlands; ), pp. 285–294. [Google Scholar]
- Navarro-Martín L, Viñas J, Ribas L, Díaz N, Gutiérrez A, Di Croce L, and Piferrer F (2011). DNA methylation of the gonadal aromatase (cyp19a) promoter is involved in temperature-dependent sex ratio shifts in the European sea bass. PLoS Genet. 7, e1002447. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nivelle R, Gennotte V, Kala EJK, Ngoc NB, Muller M, Mélard C, and Rougeot C (2019). Temperature preference of Nile tilapia (Oreochromis niloticus) juveniles induces spontaneous sex reversal. PLoS One 14, e0212504. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nwadiaro CS (1985). The distribution and food habits of the dwarf African cichlid, Pelvicachromis pulcher in the River Sombreiro, Nigeria. Hydrobiologia 121, 157–164. [Google Scholar]
- O’Connell LA, Ding JH, and Hofmann HA (2013). Sex differences and similarities in the neuroendocrine regulation of social behavior in an African cichlid fish. Horm. Behav. 64, 468–476. [DOI] [PubMed] [Google Scholar]
- Okubo K, Takeuchi A, Chaube R, Paul-Prasanth B, Kanda S, Oka Y, and Nagahama Y (2011). Sex differences in aromatase gene expression in the medaka brain. J. Neuroendocrinol. 23, 412–423. [DOI] [PubMed] [Google Scholar]
- Oldfield R (2009). Growth patterns in midas cichlids are not consistent with a hypothesis of socially controlled sex determination. Copeia 2009, 71–77. [Google Scholar]
- Oldfield RG (2005). Genetic, abiotic and social influences on sex differentiation in cichlid fishes and the evolution of sequential hermaphroditism. Fish Fish. 6, 93–110. [Google Scholar]
- Oldfield RG (2007). Behavioral interaction, body size and sex determination in the midas cichlid, Amphilophus citrinellus. J. Fish. Int. 2, 242–249. [Google Scholar]
- Ortega-Recalde O, Goikoetxea A, Hore TA, Todd EV, and Gemmell NJ (2020). The genetics and epigenetics of sex change in fish. Annu. Rev. Anim. Biosci. 8, 47–69. [DOI] [PubMed] [Google Scholar]
- Ospina-Álvarez N, and Piferrer F (2008). Temperature-dependent sex determination in fish revisited: Prevalence, a single sex ratio response pattern, and possible effects of climate change. PLOS ONE 3, e2837. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Palaiokostas C, Bekaert M, Khan MG, Taggart JB, Gharbi K, McAndrew BJ, & Penman DJ (2015). A novel sex-determining QTL in Nile tilapia (Oreochromis niloticus). BMC genomics 16, 171. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Park PJ (2009). ChIP–seq: advantages and challenges of a maturing technology. Nat. Rev. Genet. 10, 669–680. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Parrott BB, Kohno S, Cloy-McCoy JA, and Guillette LJ Jr. (2014). Differential incubation temperatures result in dimorphic DNA methylation patterning of the SOX9 and aromatase promoters in gonads of alligator (Alligator mississippiensis) Embryos1. Biol. Reprod. 90. [DOI] [PubMed] [Google Scholar]
- Patil JG, and Gunasekera RM (2008). Tissue and sexually dimorphic expression of ovarian and brain aromatase mRNA in the Japanese medaka (Oryzias latipes): Implications for their preferential roles in ovarian and neural differentiation and development. Gen. Comp. Endocrinol. 158, 131–137. [DOI] [PubMed] [Google Scholar]
- Paul-Prasanth B, Bhandari RK, Kobayashi T, Horiguchi R, Kobayashi Y, Nakamoto M, Shibata Y, Sakai F, Nakamura M, and Nagahama Y (2013). Estrogen oversees the maintenance of the female genetic program in terminally differentiated gonochorists. Sci. Rep. 3, 2862. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pavlidis M, Koumoundouros G, Sterioti A, Somarakis S, Divanach P, and Kentouri M (2000). Evidence of temperature-dependent sex determination in the European sea bass (Dicentrarchus labrax L.). J. Exp. Zool. 287, 225–232. [DOI] [PubMed] [Google Scholar]
- Peters HM (1975). Hermaphroditism in cichlid fishes. In intersexuality in the animal kingdom, Reinboth R, ed. (Berlin, Heidelberg: Springer; ), pp. 228–235. [Google Scholar]
- Piferrer F (2018). Epigenetics of sex determination and differentiation infFish. In Sex Control in Aquaculture, (John Wiley & Sons, Ltd; ), pp. 65–83. [Google Scholar]
- Piferrer F, Anastasiadi D, Valdivieso A, Sánchez-Baizán N, Moraleda-Prados J, and Ribas L (2019). The model of the conserved epigenetic regulation of sex. Front. Genet. 10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pigliucci M, and Murren CJ (2003). Perspective: Genetic assimilation and a possible evolutionary paradox: Can macroevolution sometimes be so fast as to pass us by? Evolution 57, 1455–1464. [DOI] [PubMed] [Google Scholar]
- Poonlaphdecha S, Pepey E, Canonne M, de Verdal H, Baroiller JF, and D’Cotta H (2013) Temperature induced-masculinisation in the Nile tilapia causes rapid up-regulation of both dmrt1 and amh expressions. Gen Comp Endocrinol. 193, 234–42. [DOI] [PubMed] [Google Scholar]
- Ramsey M, Shoemaker C, and Crews D (2007). Gonadal expression of Sf1 and aromatase during sex determination in the red-eared slider turtle (Trachemys scripta), a reptile with temperature-dependent sex determination. Differentiation 75, 978–991. [DOI] [PubMed] [Google Scholar]
- Rando OJ (2012). Combinatorial complexity in chromatin structure and function: revisiting the histone code. Curr. Opin. Genet. Dev. 22, 148–155. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rastetter RH, Smith CA, and Wilhelm D (2015). The role of non-coding RNAs in male sex determination and differentiation. Reprod. Camb. Engl. 150, R93–107. [DOI] [PubMed] [Google Scholar]
- Reddon AR, and Hurd PL (2013). Water pH during early development influences sex ratio and male morph in a West African cichlid fish, Pelvicachromis pulcher. Zoology 116, 139–143. [DOI] [PubMed] [Google Scholar]
- Renn SC, and Aubin-Horth N (2019). Transcriptomic architecture of reproductive plasticity. In Encyclopedia of Neuroendocrine and Autonomic Systems, (New York and Oxford: Oxford University Press; ), p. [Google Scholar]
- Renn SCP, O’Rourke CF, Aubin-Horth N, Fraser EJ, and Hofmann HA (2016). Dissecting the Transcriptional Patterns of Social Dominance across Teleosts. Integr. Comp. Biol. 56, 1250–1265. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rhen T, and Crews D (1999). Embryonic temperature and gonadal sex organize male-typical sexual and aggressive behavior in a lizard with temperature-dependent sex determination. Endocrinology 140, 4501–4508. [DOI] [PubMed] [Google Scholar]
- Roberts NB, Juntti SA, Coyle KP, Dumont BL, Stanley MK, Ryan AQ, Fernald RD, and Roberts RB (2016). Polygenic sex determination in the cichlid fish Astatotilapia burtoni. BMC Genomics 17, 835. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rodgers AB, Morgan CP, Bronson SL, Revello S, and Bale TL (2013). Paternal stress exposure alters sperm microRNA content and reprograms offspring HPA stress axis regulation. J. Neurosci. Off. J. Soc. Neurosci. 33, 9003–9012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Römer U (2001). Cichlid Atlas - Volume 1 - Natural History of South American Dwarf Cichlids. [Google Scholar]
- Römer U, and Beisenherz W (1996). Environmental determination of sex in Apistogrammai (Cichlidae) and two other freshwater fishes (Teleostei). J. Fish Biol. 48, 714–725. [Google Scholar]
- Ru W, Hua L, Wei Y, Cao D, Ge Y, Chen H, Lan X, and Gong S (2017). The effect of the Cyp19a1 gene methylation modification on temperature-dependent sex determination of Reeves’ Turtle. Asian Herpetol. Res. 8, 213–220. [Google Scholar]
- Ru W, Hua L, Wei Y, Cao D, Ge Y, Chen H, Lan X, and Gong S (2017). The effect of the Cyp19a1 gene methylation modification on temperature-dependent sex determination of Reeves’ Turtle. Asian Herpetol. Res. 8, 213–220. [Google Scholar]
- Rubin DA (1985). Effect of ph on sex ratio in cichlids and a Poecilliid (Teleostei). Copeia 1985, 233–235. [Google Scholar]
- Salzburger W (2018). Understanding explosive diversification through cichlid fish genomics. Nat. Rev. Genet. 19, 705–717. [DOI] [PubMed] [Google Scholar]
- Schumer ME, Krishnakant K, and Renn SCP (2011). Comparative gene expression profiles for highly similar aggressive phenotypes in male and female cichlid fishes (Julidochromis). Journal of Experimental Biology 214, 3269–3278. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Seaver CMS, and Hurd PL (2017). Are there consistent behavioral differences between sexes and male color morphs in Pelvicachromis pulcher? Zoology 122, 115–125. [DOI] [PubMed] [Google Scholar]
- Seebacher F, and Simmonds AIM (2019). Histone deacetylase activity mediates thermal plasticity in zebrafish (Danio rerio). Sci. Rep. 9, 8216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Senthilkumaran B, Sudhakumari CC, Mamta SK, Raghuveer K, Swapna I, and Murugananthkumar R, (2015) Brain sex differentiation” in teleosts: emerging concepts with potential biomarkers. Gen. Comp. Endocrinol. 220, 33–40. [DOI] [PubMed] [Google Scholar]
- Ser JR, Roberts RB, and Kocher TD (2010). Multiple Interacting Loci Control Sex Determination in Lake Malawi Cichlid Fish. Evolution 64, 486–501. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shang EHH, Yu RMK, and Wu RSS (2006). Hypoxia affects sex differentiation and development, leading to a male-dominated population in zebrafish (Danio rerio). Environ. Sci. Technol. 40, 3118–3122. [DOI] [PubMed] [Google Scholar]
- Shao C, Li Q, Chen S, Zhang P, Lian J, Hu Q, Sun B, Jin L, Liu S, Wang Z, et al. (2014). Epigenetic modification and inheritance in sexual reversal of fish. Genome Res. 24, 604–615. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shen Z-G, and Wang H-P (2014). Molecular players involved in temperature-dependent sex determination and sex differentiation in Teleost fish. Genet. Sel. Evol. GSE 46, 26. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sissao R, D’Cotta H, Baroiller JF, and Toguyeni A (2019). Mismatches between the genetic and phenotypic sex in the wild Kou populations of Nile tilapia Oreochromis niloticus. PeerJ. 7, e7709. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Southey BR, Rodriguez-Zas SL, Rhodes JS, and Sweedler JV (2020). Characterization of the prohormone complement in Amphiprion and related fish species integrating genome and transcriptome assemblies. PLOS ONE 15, e0228562. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stauffer JR, and Ruffing RA (2008). Behaviorally induced sex reversal of Metriaclima cf. livingstoni (Cichlidae) from Lake Malawi. Copeia 2008, 618–620. [Google Scholar]
- Stelkens RB, and Wedekind C (2010). Environmental sex reversal, Trojan sex genes, and sex ratio adjustment: conditions and population consequences. Mol. Ecol. 19, 627–646. [DOI] [PubMed] [Google Scholar]
- Stuart-Fox D, Aulsebrook A, Rankin KJ, Dong CM, and McLean CA (2020). Convergence and divergence in lizard colour polymorphisms. Biol. Rev. n/a, epub. [DOI] [PubMed] [Google Scholar]
- Sun LX, Wang YY, Zhao Y, Wang H, Li N, and Ji XS (2016) Global DNA methylation changes in Nile tilapia gonads during high temperature-induced masculinization. PLoS One. 11, e0158483. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sunobe T, Sado T, Hagiwara K, Manabe H, Suzuki T, Kobayashi Y, Sakurai M, Dewa S, Matsuoka M, Shinomiya A, et al. (2017). Evolution of bidirectional sex change and gonochorism in fishes of the gobiid genera Trimma, Priolepis, and Trimmatom. Sci. Nat. 104, 15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Taborsky M, and Brockmann HJ (2010). Alternative reproductive tactics and life history phenotypes. In Animal Behaviour: Evolution and Mechanisms, Kappeler P, ed. (Berlin, Heidelberg: Springer; ), pp. 537–586. [Google Scholar]
- Thomas JT, Todd EV, Muncaster S, Lokman PM, Damsteegt EL, Liu H, Soyano K, Gléonnec F, Lamm MS, Godwin JR, et al. (2019). Conservation and diversity in expression of candidate genes regulating socially-induced female-male sex change in wrasses. PeerJ 7, e7032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Todd EV, Liu H, Muncaster S, and Gemmell NJ (2016). Bending Genders: The Biology of Natural Sex Change in Fish. Sex. Dev. Genet. Mol. Biol. Evol. Endocrinol. Embryol. Pathol. Sex Determ. Differ. 10, 223–241. [DOI] [PubMed] [Google Scholar]
- Todd EV, Ortega-Recalde O, Liu H, Lamm MS, Rutherford KM, Cross H, Black MA, Kardailsky O, Graves JAM, Hore TA, et al. (2019). Stress, novel sex genes, and epigenetic reprogramming orchestrate socially controlled sex change. Sci. Adv. 5, eaaw7006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Triay C, Conte MA, Baroiller JF, Bezault E, Clark FE, Penman DJ, Kocher TD, and D’Cotta H (2020). Structure and sequence of the sex determining locus in two wild populations of Nile tilapia. Genes 11, 1017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Trivers RL, and Willard DE (1973). Natural Selection of Parental Ability to Vary the Sex Ratio of Offspring. Science 179, 90–92. [DOI] [PubMed] [Google Scholar]
- Valenzuela N, Neuwald JL, and Literman R (2013). Transcriptional evolution underlying vertebrate sexual development. Dev. Dyn. Off. Publ. Am. Assoc. Anat. 242, 307–319. [DOI] [PubMed] [Google Scholar]
- Vandeputte M, and Piferrer F (2018). Genetic and Environmental Components of Sex Determination in the European Sea Bass. In Sex Control in Aquaculture, (John Wiley & Sons, Ltd; ), pp. 305–325. [Google Scholar]
- Vizziano-Cantonnet D, Anglade I, Pellegrini E, Gueguen M-M, Fostier A, Guiguen Y, and Kah O (2011). Sexual dimorphism in the brain aromatase expression and activity, and in the central expression of other steroidogenic enzymes during the period of sex differentiation in monosex rainbow trout populations. Gen. Comp. Endocrinol. 170, 346–355. [DOI] [PubMed] [Google Scholar]
- Wagner CE, Harmon LJ, and Seehausen O (2012). Ecological opportunity and sexual selection together predict adaptive radiation. Nature 487, 366–370. [DOI] [PubMed] [Google Scholar]
- Wang FL, Yan LX, Shi HJ, Liu XY, Zheng QL, Sun LN, and Wang DS (2018). Genome-wide identification, evolution of DNA methyltransferases and their expression during gonadal development in Nile tilapia. Comparative Biochemistry and Physiology Part B 226, 73–84. [DOI] [PubMed] [Google Scholar]
- Wang J, xiu Y, Ziang S, Li W, Gui L, Zhou T, Zhai W, Lin Z, Lu J, and Chen L (2019) Transcriptomic and epigenomic alteration of Nile tilapia gonad sexually reversed by high temperature. Aquaculture 508, 167–177. [Google Scholar]
- Wang YY, Sun LX, Zhu JJ, Zhao Y, Wang H, Liu HJ, and Ji XS (2017). Epigenetic control of cyp19a1a expression is critical for high temperature induced Nile tilapia masculinization. J. Therm. Biol. 69, 76–84. [DOI] [PubMed] [Google Scholar]
- Watt F, and Molloy PL (1988). Cytosine methylation prevents binding to DNA of a HeLa cell transcription factor required for optimal expression of the adenovirus major late promoter. Genes Dev. 2, 1136–1143. [DOI] [PubMed] [Google Scholar]
- West-Eberhard MJ (1989). Phenotypic Plasticity and the Origins of Diversity. Annu. Rev. Ecol. Syst. 20, 249–278. [Google Scholar]
- Wessels S, Krause I, Floren C, Schütz E, Beck J, and Knorr C (2017) ddRADseq reveals determinants for temperature-dependent sex reversal in Nile tilapia on LG23. BMC Genomics. 18, 531. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Whiteley SL, Holleley CE, Wagner S, Blackburn J, Deveson IW, Marshall Graves JA, and Georges A (2021) Two transcriptionally distinct pathways drive female development in a reptile with both genetic and temperature dependent sex determination. PLOS Genetics 17, e1009465. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wood K, Zero V, Jones A, and Renn SCP (2014) Social Reversal of Sex-Biased Aggression and Dominance in a Biparental Cichlid Fish (Julidochromis marlieri). Ethology 120, 540–550. [Google Scholar]
- Wu G-C, Chiu P-C, Lin C-J, Lyu Y-S, Lan D-S, and Chang C-F (2012). Testicular dmrt1 is involved in the sexual fate of the ovotestis in the protandrous black porgy. Biol. Reprod. 86, 41. [DOI] [PubMed] [Google Scholar]
- Yao ZL, Chen HJ, Zhao Y, Cao ZJ, Wang H, and Ji XS (2021) A time course transcriptome analysis of brains from sex-undifferentitated Nile tilapia discloses genes associated with high-temperature-induced masculinization. Aquaculture 530, 735762. [Google Scholar]
- York RA, Patil C, Hulsey CD, Anoruo O, Streelman JT, and Fernald RD (2015). Evolution of bower building in Lake Malawi cichlid fish: phylogeny, morphology, and behavior. Front. Ecol. Evol. 3. [Google Scholar]
- Yoshida K, Terai Y, Mizoiri S, Aibara M, Nishihara H, Watanabe M, Kuroiwa A, Hirai H, Hirai Y, Matsuda Y, et al. (2011). B Chromosomes Have a Functional Effect on Female Sex Determination in Lake Victoria Cichlid Fishes. PLOS Genet. 7, e1002203. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zaki FM, Said MM, Tahoun A, and Amer M (2021). Evaluation of different sex reversal treatments in Red Tilapia hybri. Egyptian J. Aqaut. Biol and Fisheries. 25, 279–292. [Google Scholar]
- Dussenne M, Gennotte V, Rogeot C, Mélard C and Cornil CA (2020). Consequences of temperature induced sex reversal on hormones and brain in Nile tilapia (Oreochromis niloticus). Hormones and Behavior 121, 104728. [DOI] [PubMed] [Google Scholar]
- Zhang J, Yu P, Zhou Q, Li X, Ding S, Su S, Zhang X, Yang X, Zhou W, Wan Q, et al. (2018). Screening and characterisation of sex differentiation-related long non-coding RNAs in Chinese soft-shell turtle (Pelodiscus sinensis). Sci. Rep. 8, 8630. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Y, Zhang W, Yang H, Zhou W, Hu C, and Zhang L (2008). Two cytochrome P450 aromatase genes in the hermaphrodite ricefield eel Monopterus albus: mRNA expression during ovarian development and sex change. J. Endocrinol. 199, 317–331. [DOI] [PubMed] [Google Scholar]
- Zhang Y, Zhang S, Liu Z, Zhang L, and Zhang W (2013). Epigenetic Modifications During Sex Change Repress Gonadotropin Stimulation of Cyp19a1a in a Teleost Ricefield Eel (Monopterus albus). Endocrinology 154, 2881–2890. [DOI] [PubMed] [Google Scholar]
- Zhao Y, Mei Y, Chen HJ, Zhang LT, Wang H, and Ji XS (2019) Profiling expression changes of genes associated with temperature and sex during high temperature-inducd masculinization in the Nile tilapia brain. Physiol Genomics 51, 159–168. [DOI] [PubMed] [Google Scholar]
- Zhong X (2016). Comparative epigenomics: a powerful tool to understand the evolution of DNA methylation. New Phytol. 210, 76–80. [DOI] [PubMed] [Google Scholar]
- Zhou VW, Goren A, and Bernstein BE (2011). Charting histone modifications and the functional organization of mammalian genomes. Nat. Rev. Genet. 12, 7–18. [DOI] [PubMed] [Google Scholar]
