Abstract
The genetic architecture of innate fear behavior in chickens is poorly understood. Here, we performed quantitative trait loci (QTL) analysis of innate responses to tonic immobility (TI) and open field (OF) fears in 242 newly hatched chicks of an F2 population between the native Japanese Nagoya breed and the White Leghorn breed using 881 single nucleotide polymorphism markers obtained by restriction site-associated DNA sequencing. At genome-wide 5% significance levels, four QTL for TI traits were revealed on chromosomes 1–3 and 24. Two of these loci had sex-specific effects on the traits. For OF traits, three QTL were revealed on chromosomes 2, 4 and 7. The TI and OF QTL identified showed no overlaps in genomic regions and different modes of inheritance. The three TI QTL and one OF QTL exerted antagonistic effects on the traits. The results demonstrated that context-dependent QTL underlie the variations in innate TI and OF behaviors.
Similar content being viewed by others
References
Abe H, Nagao K, Nakamura A, Inoue-Murayama M (2013) Differences in responses to repeated fear-relevant stimuli between Nagoya and White Leghorn chicks. Behav Processes 99:95–99
Ankra-Badu GA, Shriner D, Le Bihan-Duval E, Mignon-Grasteau S, Pitel F, Beaumont C, Duclos MJ, Simon J, Porter TE, Vignal A, Cogburn LA, Allison DB, Yi N, Aggrey SE (2010) Mapping main, epistatic and sex-specific QTL for body composition in a chicken population divergently selected for low or high growth rate. BMC Genomics 11:107
Benowitz KM, Coleman JM, Matzkin LM (2019) Assessing the architecture of Drosophila mojavensis locomotor evolution with bulk segregant analysis. G3 9(5):1767–1775
Broman KW, Sen S (2009) A Guide to QTL Mapping with R/qtl. Springer, New York
Buitenhuis AJ, Rodenburg TB, Siwek M, Cornelissen SJB, Nieuwland MGB, Crooijmans RPMA, Groenen MAM, Koene P, Bovenhuis H, Van Der Poel JJ (2004) Identification of QTLs involved in open-field behavior in young and adult laying hens. Behav Genet 34(3):325–333
Campler M, Jöngren M, Jensen P (2009) Fearfulness in red junglefowl and domesticated White Leghorn chickens. Behav Processes 81(1):39–43
Catchen J, Hohenlohe PA, Bassham S, Amores A, Cresko WA (2013) Stacks: an analysis tool set for population genomics. Mol Ecol 22(11):3124–3140
Ericsson M, Jensen P (2016) Domestication and ontogeny effects on the stress response in young chickens (Gallus gallus). Sci Rep 6:35818
Eriksson J, Larson G, Gunnarsson U, Bed'hom B, Tixier-Boichard M, Strömstedt L, Wright D, Jungerius A, Vereijken A, Randi E, Jensen P, Andersson L (2008) Identification of the Yellow Skin gene reveals a hybrid origin of the domestic chicken. PLoS Genet 4(2):e1000010
Fallahsharoudi A, de Kock N, Johnsson M, Bektic L, Ubhayasekera SJKA, Bergquist J, Wright D, Jensen P (2017) Genetic and targeted eQTL mapping reveals strong candidate genes modulating the stress response during chicken domestication. G3 7(2):497–504
Flint J (2003) Analysis of quantitative trait loci that influence animal behaviour. J Neurobiol 54(1):46–77
Fogelholm J, Inkabi S, Höglund A, Abbey-Lee R, Johnsson M, Jensen P, Henriksen R, Wright D (2019) Genetical genomics of tonic immobility in the chicken. Genes 10(5):341
Grams V, Bögelein S, Grashorn MA, Bessei W, Bennewitz J (2015) Quantitative genetic analysis of traits related to fear and feather pecking in laying hens. Behav Genet 45(2):228–235
Hedlund L, Whittle R, Jensen P (2019) Effects of commercial hatchery processing on short- and long-term stress responses in laying hens. Sci Rep 9:2367
Hodge CW, Raber J, McMahon T, Walter H, Sanchez-Perez AM, Olive MF, Mehmert K, Morrow AL, Messing RO (2002) Decreased anxiety-like behavior, reduced stress hormones, and neurosteroid supersensitivity in mice lacking protein kinase Cε. J Clin Invest 110(7):1003–1010
Hu ZL, Park CA, Reecy JM (2019) Building a livestock genetic and genomic information knowledgebase through integrative developments of animal QTLdb and CorrDB. Nucleic Acids Res 47(D1):D701–D710
Iffland H, Wellmann R, Preuß S, Tetens J, Bessei W, Piepho HP, Bennewitz J (2020) A novel model to explain extreme feather pecking behavior in laying hens. Behav Genet 50(1):41–50
Ishikawa A, Kim E-H, Bolor H, Mollah MBR, Namikawa T (2007) A growth QTL (Pbwg1) region of mouse chromosome 2 contains closely linked loci affecting growth and body composition. Mamm Genome 18(4):229–239
Johnsson M, Williams MJ, Jensen P, Wright D (2016) Genetical genomics of behavior: a novel chicken genomic model for anxiety behavior. Genetics 202(1):327–340
Kenney-Hunt JP, Vaughn TT, Pletscher LS, Peripato A, Routman E, Cothran K, Durand D, Norgard E, Perel C, Cheverud JM (2006) Quantitative trait loci for body size components in mice. Mamm Genome 17(6):526–537
Lutz V, Stratz P, Preuß S, Tetens J, Grashorn M, Bessei W, Bennewitz J (2017) A genome-wide association study in a large F2-cross of laying hens reveals novel genomic regions associated with feather pecking and aggressive pecking behavior. Genet Sel Evol 49:18
Mackay TFC (2001) Quantitative trait loci in Drosophila. Nat Rev Genet 2(1):11–20
Mackay TFC (2014) Epistasis and quantitative traits: using model organisms to study gene-gene interactions. Nat Rev Genet 15(1):22–33
Manly KF, Cudmore RH Jr, Meer JM (2001) Map Manager QTX, cross-platform software for genetic mapping. Mamm Genome 12(12):930–932
Matteri R, Carroll J, Dyer C (2000) Neuroendocrine responses to stress. In: Moberg GP, Mench JA (eds) The biology of animal stress. CABI Publishing, Wallingford, pp 43–76
Mollah MBR, Ishikawa A (2011) Intersubspecific subcongenic mouse strain analysis reveals closely linked QTLs with opposite effects on body weight. Mamm Genome 22(5–6):282–289
Peters J, Lebrasseur O, Deng H, Larson G (2016) Holocene cultural history of Red jungle fowl (Gallus gallus) and its domestic descendant in East Asia. Quaternary Sci Rev 142:102–119
Sakaguchi M, Ishikawa A (2020) Tonic immobility and open field responses in Nagoya, White Leghorn and White Plymouth Rock chicks. J Poult Sci 57(3):183–191
Sakaguchi S, Sugino T, Tsumura Y, Ito M, Crisp MD, Bowman DMJS, Nagano AJ, Honjo MN, Yasugi M, Kudoh H, Matsuki Y, Suyama Y, Isagi Y (2015) High-throughput linkage mapping of Australian white cypress pine (Callitris glaucophylla) and map transferability to related species. Tree Genet Genomes 11(6):121
Schütz KE, Kerje S, Jacobsson L, Forkman B, Carlborg Ö, Andersson L, Jensen P (2004) Major growth QTLs in fowl are related to fearful behavior: possible genetic links between fear responses and production traits in a red junglefowl × White Leghorn intercross. Behav Genet 34(1):121–130
Silva A, Paylor R, Wehner J, Tonegawa S (1992) Impaired spatial learning in alpha-calcium-calmodulin kinase II mutant mice. Science 257(5067):206–211
Suzuki S, Kobayashi M, Murai A, Tsudzuki M, Ishikawa A (2019) Characterization of growth, fat deposition, and lipid metabolism-related gene expression in lean and obese meat-type chickens. J Poult Sci 56(2):101–111
Tsudzuki M (2003) Japanese native chickens. In: Chang H-L, Huang Y-C (eds) The relationships between indigenous animals and humans in the APEC region. The Chinese Society of Animal Science, Chinese Taipei, pp 91–116
Wirén A, Jensen P (2011) A growth QTL on chicken chromosome 1 affects emotionality and sociality. Behav Genet 41(2):303–311
Xu S (2003) Theoretical basis of the Beavis effect. Genetics 165(4):2259–2268
Zuidhof MJ, Schneider BL, Carney VL, Korver DR, Robinson FE (2014) Growth, efficiency, and yield of commercial broilers from 1957, 1978, and 2005. Poult Sci 93(12):2970–2982
Acknowledgements
We would like to thank a member of our laboratory in Nagoya University for help in animal care.
Author information
Authors and Affiliations
Contributions
AI conceived, designed and supervised the experiments. MS, SS and AI prepared the materials. MS collected the data. AJN performed the RAD-seq analysis. MS and AI performed the other analyses. AI wrote the manuscript. All authors read and approved the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
Akira Ishikawa, Marina Sakaguchi, Atsushi J. Nagano and Sae Suzuki declare that they have no conflict of interest.
Human and animal rights and informed consent
All institutional and national guidelines for the care and use of laboratory animals were followed. This study did not include any studies with human participants performed by any of the authors. All chicks used in this study were handled in accordance with the guidelines of the Animal Research Committee of Nagoya University.
Informed consent
For this type of study, formal consent is not required.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Edited by Sonoko Ogawa.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Ishikawa, A., Sakaguchi, M., Nagano, A.J. et al. Genetic Architecture of Innate Fear Behavior in Chickens. Behav Genet 50, 411–422 (2020). https://doi.org/10.1007/s10519-020-10012-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10519-020-10012-0