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Kondo Y, Okamoto K, Kitamukai Y, Koya Y, Awata S. Medaka (Oryzias latipes) initiate courtship and spawning late at night: Insights from field observations. PLoS One 2025; 20:e0318358. [PMID: 39937747 PMCID: PMC11819472 DOI: 10.1371/journal.pone.0318358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Accepted: 01/14/2025] [Indexed: 02/14/2025] Open
Abstract
Laboratory experiments were conducted using model organisms to elucidate biological phenomena. However, the natural habitats of organisms are inherently more complex than those found in the laboratory. To complement the laboratory experiments, we conducted field observations of the small freshwater fish medaka (Oryzias latipes), widely used as a model organism, to elucidate its ecology and behavior in natural environments. Our results showed that medaka initiated courtship and spawning late at night, much earlier than previously thought. Nocturnal video observations examining spawning time during the breeding season in Gifu, Japan (sunset: 19:00; sunrise: 5:00) revealed the presence of post-spawning medaka females around midnight. Behavioral analysis showed that the medaka was inactive until 23:00, with activity increasing from 0:00 and peaking from 1:00 to 3:00. Furthermore, a significant increase in male courtship was observed between 0:00 and 4:00. These findings provide the first empirical evidence that medaka mating begins significantly earlier than previously reported in the laboratory, as within an hour before or after light onset in the morning. This study highlights the importance of field observations in revealing critical aspects of organismal biology that may be overlooked in laboratory settings.
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Affiliation(s)
- Yuki Kondo
- Laboratory of Animal Sociology, Department of Biology, Graduate School of Science, Osaka Metropolitan University, Osaka, Japan
- Laboratory of Animal Sociology, Department of Biology and Geosciences, Graduate School of Science, Osaka City University, Osaka, Japan
| | - Kotori Okamoto
- Laboratory of Animal Sociology, Department of Biology and Geosciences, Graduate School of Science, Osaka City University, Osaka, Japan
| | - Yuto Kitamukai
- Laboratory of Animal Sociology, Department of Biology, Graduate School of Science, Osaka Metropolitan University, Osaka, Japan
| | - Yasunori Koya
- Department of Biology, Faculty of Education, Gifu University, Gifu, Japan
| | - Satoshi Awata
- Laboratory of Animal Sociology, Department of Biology, Graduate School of Science, Osaka Metropolitan University, Osaka, Japan
- Laboratory of Animal Sociology, Department of Biology and Geosciences, Graduate School of Science, Osaka City University, Osaka, Japan
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2
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Kondo Y, Kohda M, Awata S. Male medaka continue to mate with females despite sperm depletion. ROYAL SOCIETY OPEN SCIENCE 2025; 12:241668. [PMID: 39780977 PMCID: PMC11706666 DOI: 10.1098/rsos.241668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 11/25/2024] [Accepted: 11/26/2024] [Indexed: 01/11/2025]
Abstract
In animals where males engage in multiple matings, sperm depletion can substantially reduce the reproductive success of both sexes. However, little is known about how successive matings affect sperm depletion, fertilization rates and mating behaviour. Here, we investigated this phenomenon under laboratory conditions. Medaka (Oryzias latipes), an externally fertilizing fish, is an ideal model to test predictions of sperm depletion because there are established methods to observe its mating and count sperm. Medaka males mated with multiple females (19 per day, on average; range, 4-27), experiencing significant sperm depletion, with sperm release declining markedly after the first few matings, reaching only 0.5-6.3% by the last mating of the day. Fertilization rates decreased, particularly after approximately 10 consecutive matings, although there was some recovery in the next-day's matings. The decline in courtship effort and mating duration probably resulted from the males becoming increasingly fatigued. Despite the reduced sperm availability, females did not adjust their clutch size as a counterstrategy. These results suggest substantial reproductive costs for males and the potential for sexual conflict owing to limited sperm availability. For species with frequent successive mating, these findings highlight the need to reconsider reproductive strategies and their impact on sexual selection.
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Affiliation(s)
- Yuki Kondo
- Laboratory of Animal Sociology, Department of Biology, Graduate School of Science, Osaka City University, Osaka558-8585, Japan
- Laboratory of Animal Sociology, Department of Biology, Graduate School of Science, Osaka Metropolitan University, Osaka558-8585, Japan
| | - Masanori Kohda
- Laboratory of Animal Sociology, Department of Biology, Graduate School of Science, Osaka City University, Osaka558-8585, Japan
- Laboratory of Animal Sociology, Department of Biology, Graduate School of Science, Osaka Metropolitan University, Osaka558-8585, Japan
| | - Satoshi Awata
- Laboratory of Animal Sociology, Department of Biology, Graduate School of Science, Osaka City University, Osaka558-8585, Japan
- Laboratory of Animal Sociology, Department of Biology, Graduate School of Science, Osaka Metropolitan University, Osaka558-8585, Japan
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Gatto E, Lucon-Xiccato T, Bertolucci C. Environmental conditions shape learning in larval zebrafish. Behav Processes 2024; 218:105045. [PMID: 38692461 DOI: 10.1016/j.beproc.2024.105045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 04/26/2024] [Accepted: 04/27/2024] [Indexed: 05/03/2024]
Abstract
Growing evidence reveals notable phenotypic plasticity in cognition among teleost fishes. One compelling example is the positive impact of enriched environments on learning performance. Most studies on this effect have focused on juvenile or later life stages, potentially overlooking the importance of early life plasticity. To address this gap, we investigated whether cognitive plasticity in response to environmental factors emerges during the larval stage in zebrafish. Our findings indicate that larvae exposed to an enriched environment after hatching exhibited enhanced habituation learning performance compared to their counterparts raised in a barren environment. This work underscores the presence of developmental phenotypic plasticity in cognition among teleost fish, extending its influence to the very earliest stages of an individual's life.
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Affiliation(s)
- Elia Gatto
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Ferrara, Italy; Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy.
| | - Tyrone Lucon-Xiccato
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Cristiano Bertolucci
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
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Lucon-Xiccato T, Montalbano G, Bertolucci C. Adaptive phenotypic plasticity induces individual variability along a cognitive trade-off. Proc Biol Sci 2023; 290:20230350. [PMID: 37357854 PMCID: PMC10291716 DOI: 10.1098/rspb.2023.0350] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 06/02/2023] [Indexed: 06/27/2023] Open
Abstract
Animal species, including humans, display patterns of individual variability in cognition that are difficult to explain. For instance, some individuals perform well in certain cognitive tasks but show difficulties in others. We experimentally analysed the contribution of cognitive plasticity to such variability. Theory suggests that diametrically opposed cognitive phenotypes increase individuals' fitness in environments with different conditions such as resource predictability. Therefore, if selection has generated plasticity that matches individuals' cognitive phenotypes to the environment, this might produce remarkable cognitive variability. We found that guppies, Poecilia reticulata, exposed to an environment with high resource predictability (i.e. food available at the same time and in the same location) developed enhanced learning abilities. Conversely, guppies exposed to an environment with low resource predictability (i.e. food available at a random time and location) developed enhanced cognitive flexibility and inhibitory control. These cognitive differences align along a trade-off between functions that favour the acquisition of regularities such as learning and functions that adjust behaviour to changing conditions (cognitive flexibility and inhibitory control). Therefore, adaptive cognitive plasticity in response to resource predictability (and potentially similar factors) is a key determinant of cognitive individual differences.
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Affiliation(s)
- Tyrone Lucon-Xiccato
- Department of Life Sciences and Biotechnology, University of Ferrara, Via L. Borsari 46, 44121 Ferrara, Italy
| | - Giulia Montalbano
- Department of Life Sciences and Biotechnology, University of Ferrara, Via L. Borsari 46, 44121 Ferrara, Italy
| | - Cristiano Bertolucci
- Department of Life Sciences and Biotechnology, University of Ferrara, Via L. Borsari 46, 44121 Ferrara, Italy
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de Oliveira Guilherme H, Perez Ribeiro PA, Prado VGL, Bahiense RN, Gamarano PG, de Oliveira CG, de Almeida Freitas D, Costa LS. Feeding behaviour, locomotion rhythms and blood biochemistry of the neotropical red-tail catfish (Phractocephalus hemioliopterus). JOURNAL OF FISH BIOLOGY 2023; 102:803-815. [PMID: 36648082 DOI: 10.1111/jfb.15317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 01/10/2023] [Indexed: 06/17/2023]
Abstract
The study evaluated the feeding behaviour of Phractocephalus hemioliopterus through the animals' ability to adapt to the self-feeding system, their preferred feeding times and locomotor activity, as well as the blood biochemistry of juveniles fed in a light/dark cycle. The study was carried out through two experiments, the first of which contained two phases. In experiment 1 - phase I, 24 juveniles (35.28 ± 0.62 g) were distributed in eight 48 l tanks. The tanks were equipped with a self-feeding system and the experiment consisted of evaluating whether the animals were able to adapt to the self-feeding system, as well as evaluating the preferred feeding times and locomotor activity of these animals. A feeding challenge to the animals was introduced in phase II, based on the results of phase I. The results of the first phase evidenced a nocturnal feeding preference. Thus, the feeding challenge consisted of measuring whether the animal would feed during the day and how long it would take to adapt. When the animals consumed 100% of the amount of feed provided daily, phase II was ended. In experiment 2, 24 juveniles of P. hemioliopterus (182.00 ± 14.03 g) were distributed in eight 96 l tanks. This experiment consisted of two treatments with four repetitions, one with exclusive feeding during the middle of the light cycle and another with exclusive feeding in the middle of the dark cycle. At the end, blood samples were collected from the animals for blood biochemistry evaluations. In experiment 1 - phase I, the results showed that the fish adapted very well to the self-feeding system and had a strictly nocturnal feeding behaviour and locomotor rhythm. When they were submitted to the feeding challenge in phase II, the feed intake was stabilized from the 17th day onwards, proportionally to the nocturnal consumption observed in the first phase, thus demonstrating feeding plasticity. In experiment 2, the feeding times influenced the animals' biochemical parameters. Animals fed during the night had higher values of cholesterol and triglycerides than animals fed during the day. It is concluded that P. hemioliopterus has fast adaptability to a self-feeding system, with strictly nocturnal feeding and locomotor behaviours. However, it has feeding plasticity, adapting its behaviour according to food availability. Blood biochemical parameters are influenced by the light/dark feeding cycle.
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Affiliation(s)
- Helder de Oliveira Guilherme
- Departamento de Zootecnia, Universidade Federal de Minas Gerais, Escola de Veterinária, Laboratório de Aquacultura, Belo Horizonte, Minas Gerais, Brazil
| | - Paula Adriane Perez Ribeiro
- Departamento de Zootecnia, Universidade Federal de Minas Gerais, Escola de Veterinária, Laboratório de Aquacultura, Belo Horizonte, Minas Gerais, Brazil
| | - Verônica Guimarães Landa Prado
- Departamento de Zootecnia, Universidade Federal de Minas Gerais, Escola de Veterinária, Laboratório de Aquacultura, Belo Horizonte, Minas Gerais, Brazil
| | - Raphael Nogueira Bahiense
- Departamento de Zootecnia, Universidade Federal de Minas Gerais, Escola de Veterinária, Laboratório de Aquacultura, Belo Horizonte, Minas Gerais, Brazil
| | - Pedro Gomes Gamarano
- Departamento de Zootecnia, Universidade Federal de Minas Gerais, Escola de Veterinária, Laboratório de Aquacultura, Belo Horizonte, Minas Gerais, Brazil
| | - Camila Gomes de Oliveira
- Departamento de Zootecnia, Universidade Federal de Minas Gerais, Escola de Veterinária, Laboratório de Aquacultura, Belo Horizonte, Minas Gerais, Brazil
| | - Débora de Almeida Freitas
- Departamento de Zootecnia, Universidade Federal de Minas Gerais, Escola de Veterinária, Laboratório de Aquacultura, Belo Horizonte, Minas Gerais, Brazil
| | - Leandro Santos Costa
- Departamento de Zootecnia, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
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Georgelin M, Ferreira VHB, Cornilleau F, Meurisse M, Poissenot K, Beltramo M, Keller M, Lansade L, Dardente H, Calandreau L. Short photoperiod modulates behavior, cognition and hippocampal neurogenesis in male Japanese quail. Sci Rep 2023; 13:951. [PMID: 36653419 PMCID: PMC9849226 DOI: 10.1038/s41598-023-28248-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 01/16/2023] [Indexed: 01/19/2023] Open
Abstract
The mechanisms underlying the photoperiodic control of reproduction in mammals and birds have been recently clarified. In contrast, the potential impact of photoperiod on more complex, integrative processes, such as cognitive behaviors, remains poorly characterized. Here, we investigated the impact of contrasted long and short photoperiods (LP, 16 h light/day and SP, 8 h light/day, respectively) on learning, spatial orientation abilities, and emotional reactivity in male Japanese quail. In addition, we quantified cell proliferation and young cell maturation/migration within the hippocampus, a brain region involved in spatial orientation. Our study reveals that, in male quail, SP increases emotional responses and spatial orientation abilities, compared to LP. Behaviorally, SP birds were found to be more fearful than LP birds, exhibiting more freezing in the open field and taking longer to exit the dark compartment in the emergence test. Furthermore, SP birds were significantly less aggressive than LP birds in a mirror test. Cognitively, SP birds were slower to habituate and learn a spatial orientation task compared to LP birds. However, during a recall test, SP birds performed better than LP birds. From a neuroanatomical standpoint, SP birds had a significantly lower density of young neurons, and also tended to have a lower density of mature neurons within the hippocampus, compared to LP birds. In conclusion, our data reveal that, beyond breeding control, photoperiod also exerts a profound influence on behavior, cognition, and brain plasticity, which comprise the seasonal program of this species.
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Affiliation(s)
- Marion Georgelin
- CNRS, IFCE, INRAE, UMR 85 Physiologie de la Reproduction et des Comportements, Université de Tours, PRC, 37380, Nouzilly, France
| | - Vitor Hugo Bessa Ferreira
- CNRS, IFCE, INRAE, UMR 85 Physiologie de la Reproduction et des Comportements, Université de Tours, PRC, 37380, Nouzilly, France
| | - Fabien Cornilleau
- CNRS, IFCE, INRAE, UMR 85 Physiologie de la Reproduction et des Comportements, Université de Tours, PRC, 37380, Nouzilly, France
| | - Maryse Meurisse
- CNRS, IFCE, INRAE, UMR 85 Physiologie de la Reproduction et des Comportements, Université de Tours, PRC, 37380, Nouzilly, France
| | - Kévin Poissenot
- CNRS, IFCE, INRAE, UMR 85 Physiologie de la Reproduction et des Comportements, Université de Tours, PRC, 37380, Nouzilly, France
| | - Massimiliano Beltramo
- CNRS, IFCE, INRAE, UMR 85 Physiologie de la Reproduction et des Comportements, Université de Tours, PRC, 37380, Nouzilly, France
| | - Matthieu Keller
- CNRS, IFCE, INRAE, UMR 85 Physiologie de la Reproduction et des Comportements, Université de Tours, PRC, 37380, Nouzilly, France
| | - Léa Lansade
- CNRS, IFCE, INRAE, UMR 85 Physiologie de la Reproduction et des Comportements, Université de Tours, PRC, 37380, Nouzilly, France
| | - Hugues Dardente
- CNRS, IFCE, INRAE, UMR 85 Physiologie de la Reproduction et des Comportements, Université de Tours, PRC, 37380, Nouzilly, France
| | - Ludovic Calandreau
- CNRS, IFCE, INRAE, UMR 85 Physiologie de la Reproduction et des Comportements, Université de Tours, PRC, 37380, Nouzilly, France.
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Lucon-Xiccato T, Montalbano G, Frigato E, Loosli F, Foulkes NS, Bertolucci C. Medaka as a model for seasonal plasticity: Photoperiod-mediated changes in behaviour, cognition, and hormones. Horm Behav 2022; 145:105244. [PMID: 35988451 DOI: 10.1016/j.yhbeh.2022.105244] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 06/02/2022] [Accepted: 08/08/2022] [Indexed: 11/25/2022]
Abstract
Teleosts display the highest level of brain plasticity of all vertebrates. Yet we still know little about how seasonality affects fish behaviour and the underlying cognitive mechanisms since the common neurobehavioral fish models are native to tropical environments where seasonal variation is absent or reduced. The medaka, Oryzias latipes, which inhabits temperate zone habitats, represents a promising model in this context given its large phenotypic changes associated with seasonality and the possibility to induce seasonal plasticity by only manipulating photoperiod. Here, we report the first extended investigation of seasonal plasticity in medaka behaviour and cognition, as well as the potential underlying molecular mechanisms. We compared medaka exposed to summer photoperiod (16 h light:8 h dark) with medaka exposed to winter photoperiod (8 h light:16 h dark), and detected substantial differences. Medaka were more active and less social in summer photoperiod conditions, two effects that emerged in the second half of an open-field and a sociability test, respectively, and might be at least in part related to habituation to the testing apparatus. Moreover, the cognitive phenotype was significantly affected: in the early response to a social stimulus, brain functional lateralisation shifted between the two hemispheres under the two photoperiod conditions, and inhibitory and discrimination learning performance were reduced in summer conditions. Finally, the expression of genes encoding key pituitary hormones, tshß and gh, and of the tshß regulatory transcription factor tef in the brain was increased in summer photoperiod conditions. This work reveals remarkable behavioural and cognitive phenotypic plasticity in response to photoperiod in medaka, and suggests a potential regulatory role for the same hormones involved in seasonal plasticity of other vertebrates.
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Affiliation(s)
- Tyrone Lucon-Xiccato
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Giulia Montalbano
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Elena Frigato
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Felix Loosli
- Institute of Biological and Chemical Systems, Biological Information Processing (IBCS-BIP), Karlsruhe Institute of Technology, Eggenstein-Leopoldshafen, Germany
| | - Nicholas S Foulkes
- Institute of Biological and Chemical Systems, Biological Information Processing (IBCS-BIP), Karlsruhe Institute of Technology, Eggenstein-Leopoldshafen, Germany
| | - Cristiano Bertolucci
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy.
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Lucon-Xiccato T. The contribution of executive functions to sex differences in animal cognition. Neurosci Biobehav Rev 2022; 138:104705. [PMID: 35605792 DOI: 10.1016/j.neubiorev.2022.104705] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 04/22/2022] [Accepted: 05/17/2022] [Indexed: 01/17/2023]
Abstract
Cognitive sex differences have been reported in several vertebrate species, mostly in spatial abilities. Here, I review evidence of sex differences in a family of general cognitive functions that control behaviour and cognition, i.e., executive functions such as cognitive flexibility and inhibitory control. Most of this evidence derives from studies in teleost fish. However, analysis of literature from other fields (e.g., biomedicine, genetic, ecology) concerning mammals and birds reveals that more than 40% of species investigated exhibit sex differences in executive functions. Among species, the direction and magnitude of these sex differences vary greatly, even within the same family, suggesting sex-specific selection due to species' reproductive systems and reproductive roles of males and females. Evidence also suggests that sex differences in executive functions might provide males and females highly differentiated cognitive phenotypes. To understand the evolution of cognitive sex differences in vertebrates, future research should consider executive functions.
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Affiliation(s)
- Tyrone Lucon-Xiccato
- Department of Life Sciences and Biotechnology, University of Ferrara, Via Borsari 46, 44121 Ferrara, Italy.
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Lucon-Xiccato T, Loosli F, Conti F, Foulkes NS, Bertolucci C. Comparison of anxiety-like and social behaviour in medaka and zebrafish. Sci Rep 2022; 12:10926. [PMID: 35764691 PMCID: PMC9239998 DOI: 10.1038/s41598-022-14978-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 06/15/2022] [Indexed: 11/09/2022] Open
Abstract
The medaka, Oryzias latipes, is rapidly growing in importance as a model in behavioural research. However, our knowledge of its behaviour is still incomplete. In this study, we analysed the performance of medaka in 3 tests for anxiety-like behaviour (open-field test, scototaxis test, and diving test) and in 3 sociability tests (shoaling test with live stimuli, octagonal mirror test, and a modified shoaling test with mirror stimulus). The behavioural response of medaka was qualitatively similar to that observed in other teleosts in the open-field test (thigmotaxis), and in 2 sociability tests, the shoaling test and in the octagonal mirror test (attraction towards the social stimulus). In the remaining tests, medaka did not show typical anxiety (i.e., avoidance of light environments and preference for swimming at the bottom of the aquarium) and social responses (attraction towards the social stimulus). As a reference, we compared the behaviour of the medaka to that of a teleost species with well-studied behaviour, the zebrafish, tested under the same conditions. This interspecies comparison indicates several quantitative and qualitative differences across all tests, providing further evidence that the medaka responds differently to the experimental settings compared to other fish models.
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Affiliation(s)
- Tyrone Lucon-Xiccato
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Felix Loosli
- Institute of Biological and Chemical Systems, Biological Information Processing (IBCS-BIP), Karlsruhe Institute of Technology, Eggenstein-Leopoldshafen, Germany
| | - Francesca Conti
- Department of Physiology, Faculty of Biology, University of Murcia, Murcia, Spain
| | - Nicholas S Foulkes
- Institute of Biological and Chemical Systems, Biological Information Processing (IBCS-BIP), Karlsruhe Institute of Technology, Eggenstein-Leopoldshafen, Germany.
| | - Cristiano Bertolucci
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
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Savaşçı BB, Lucon-Xiccato T, Bisazza A. Ontogeny and personality affect inhibitory control in guppies, Poecilia reticulata. Anim Behav 2021. [DOI: 10.1016/j.anbehav.2021.08.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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