TY - JOUR
T1 - Genetic Mapping of Behavioral Traits Using the Collaborative Cross Resource
AU - Xuan, Wei
AU - Zhang, Ling
AU - Zhang, Yu
AU - Sun, Xiuping
AU - Wang, Jue
AU - Li, Xianglei
AU - Zhang, Lingyan
AU - Wang, Xinpei
AU - Morahan, Grant
AU - Qin, Chuan
PY - 2023/1
Y1 - 2023/1
N2 - The complicated interactions between genetic background, environment and lifestyle factors make it difficult to study the genetic basis of complex phenotypes, such as cognition and anxiety levels, in humans. However, environmental and other factors can be tightly controlled in mouse studies. The Collaborative Cross (CC) is a mouse genetic reference population whose common genetic and phenotypic diversity is on par with that of humans. Therefore, we leveraged the power of the CC to assess 52 behavioral measures associated with locomotor activity, anxiety level, learning and memory. This is the first application of the CC in novel object recognition tests, Morris water maze tasks, and fear conditioning tests. We found substantial continuous behavioral variations across the CC strains tested, and mapped six quantitative trait loci (QTLs) which influenced these traits, defining candidate genetic variants underlying these QTLs. Overall, our findings highlight the potential of the CC population in behavioral genetic research, while the identified genomic loci and genes driving the variation of relevant behavioral traits provide a foundation for further studies.
AB - The complicated interactions between genetic background, environment and lifestyle factors make it difficult to study the genetic basis of complex phenotypes, such as cognition and anxiety levels, in humans. However, environmental and other factors can be tightly controlled in mouse studies. The Collaborative Cross (CC) is a mouse genetic reference population whose common genetic and phenotypic diversity is on par with that of humans. Therefore, we leveraged the power of the CC to assess 52 behavioral measures associated with locomotor activity, anxiety level, learning and memory. This is the first application of the CC in novel object recognition tests, Morris water maze tasks, and fear conditioning tests. We found substantial continuous behavioral variations across the CC strains tested, and mapped six quantitative trait loci (QTLs) which influenced these traits, defining candidate genetic variants underlying these QTLs. Overall, our findings highlight the potential of the CC population in behavioral genetic research, while the identified genomic loci and genes driving the variation of relevant behavioral traits provide a foundation for further studies.
KW - collaborative cross mice
KW - behavioral genetics
KW - QTL mapping
KW - high precision
KW - PROTEIN-TYROSINE KINASE
KW - MORRIS WATER MAZE
KW - DIFFERENTIAL EXPRESSION
KW - IMPAIRS ACQUISITION
KW - TRANSGENIC MICE
KW - SPATIAL MEMORY
KW - DYSFERLIN
KW - ATAXIA
KW - DEFICIENCY
KW - MUTATIONS
UR - http://www.scopus.com/inward/record.url?scp=85145969824&partnerID=8YFLogxK
U2 - 10.3390/ijms24010682
DO - 10.3390/ijms24010682
M3 - Article
C2 - 36614124
VL - 24
JO - International Journal of Molecular Sciences
JF - International Journal of Molecular Sciences
SN - 1422-0067
IS - 1
M1 - 682
ER -