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Alvarenga AB, Oliveira HR, Turner SP, Garcia A, Retallick KJ, Miller SP, Brito LF. Unraveling the phenotypic and genomic background of behavioral plasticity and temperament in North American Angus cattle. Genet Sel Evol 2023; 55:3. [PMID: 36658485 PMCID: PMC9850537 DOI: 10.1186/s12711-023-00777-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 01/04/2023] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Longitudinal records of temperament can be used for assessing behavioral plasticity, such as aptness to learn, memorize, or change behavioral responses based on affective state. In this study, we evaluated the phenotypic and genomic background of North American Angus cow temperament measured throughout their lifetime around the weaning season, including the development of a new indicator trait termed docility-based learning and behavioral plasticity. The analyses included 273,695 and 153,898 records for yearling (YT) and cow at weaning (CT) temperament, respectively, 723,248 animals in the pedigree, and 8784 genotyped animals. Both YT and CT were measured when the animal was loading into/exiting the chute. Moreover, CT was measured around the time in which the cow was separated from her calf. A random regression model fitting a first-order Legendre orthogonal polynomial was used to model the covariance structure of temperament and to assess the learning and behavioral plasticity (i.e., slope of the regression) of individual cows. This study provides, for the first time, a longitudinal perspective of the genetic and genomic mechanisms underlying temperament, learning, and behavioral plasticity in beef cattle. RESULTS CT measured across years is heritable (0.38-0.53). Positive and strong genetic correlations (0.91-1.00) were observed among all CT age-group pairs and between CT and YT (0.84). Over 90% of the candidate genes identified overlapped among CT age-groups and the estimated effect of genomic markers located within important candidate genes changed over time. A small but significant genetic component was observed for learning and behavioral plasticity (heritability = 0.02 ± 0.002). Various candidate genes were identified, revealing the polygenic nature of the traits evaluated. The pathways and candidate genes identified are associated with steroid and glucocorticoid hormones, development delay, cognitive development, and behavioral changes in cattle and other species. CONCLUSIONS Cow temperament is highly heritable and repeatable. The changes in temperament can be genetically improved by selecting animals with favorable learning and behavioral plasticity (i.e., habituation). Furthermore, the environment explains a large part of the variation in learning and behavioral plasticity, leading to opportunities to also improve the overall temperament by refining management practices. Moreover, behavioral plasticity offers opportunities to improve the long-term animal and handler welfare through habituation.
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Affiliation(s)
- Amanda B. Alvarenga
- grid.169077.e0000 0004 1937 2197Department of Animal Sciences, Purdue University, West Lafayette, IN USA
| | - Hinayah R. Oliveira
- grid.169077.e0000 0004 1937 2197Department of Animal Sciences, Purdue University, West Lafayette, IN USA ,Lactanet, Guelph, ON Canada
| | - Simon P. Turner
- grid.426884.40000 0001 0170 6644Animal and Veterinary Sciences Department, Scotland’s Rural College, Edinburgh, UK
| | - Andre Garcia
- American Angus Association, Angus Genetics Inc., Saint Joseph, MO USA
| | | | - Stephen P. Miller
- American Angus Association, Angus Genetics Inc., Saint Joseph, MO USA ,grid.1020.30000 0004 1936 7371AGBU, a joint venture of NSW Department of Primary Industries and University of New England, Armidale, 2351 Australia
| | - Luiz F. Brito
- grid.169077.e0000 0004 1937 2197Department of Animal Sciences, Purdue University, West Lafayette, IN USA
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Robertson MJ, Kent K, Tharp N, Nozawa K, Dean L, Mathew M, Grimm SL, Yu Z, Légaré C, Fujihara Y, Ikawa M, Sullivan R, Coarfa C, Matzuk MM, Garcia TX. Large-scale discovery of male reproductive tract-specific genes through analysis of RNA-seq datasets. BMC Biol 2020; 18:103. [PMID: 32814578 PMCID: PMC7436996 DOI: 10.1186/s12915-020-00826-z] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 07/08/2020] [Indexed: 12/15/2022] Open
Abstract
Background The development of a safe, effective, reversible, non-hormonal contraceptive method for men has been an ongoing effort for the past few decades. However, despite significant progress on elucidating the function of key proteins involved in reproduction, understanding male reproductive physiology is limited by incomplete information on the genes expressed in reproductive tissues, and no contraceptive targets have so far reached clinical trials. To advance product development, further identification of novel reproductive tract-specific genes leading to potentially druggable protein targets is imperative. Results In this study, we expand on previous single tissue, single species studies by integrating analysis of publicly available human and mouse RNA-seq datasets whose initial published purpose was not focused on identifying male reproductive tract-specific targets. We also incorporate analysis of additional newly acquired human and mouse testis and epididymis samples to increase the number of targets identified. We detected a combined total of 1178 genes for which no previous evidence of male reproductive tract-specific expression was annotated, many of which are potentially druggable targets. Through RT-PCR, we confirmed the reproductive tract-specific expression of 51 novel orthologous human and mouse genes without a reported mouse model. Of these, we ablated four epididymis-specific genes (Spint3, Spint4, Spint5, and Ces5a) and two testis-specific genes (Pp2d1 and Saxo1) in individual or double knockout mice generated through the CRISPR/Cas9 system. Our results validate a functional requirement for Spint4/5 and Ces5a in male mouse fertility, while demonstrating that Spint3, Pp2d1, and Saxo1 are each individually dispensable for male mouse fertility. Conclusions Our work provides a plethora of novel testis- and epididymis-specific genes and elucidates the functional requirement of several of these genes, which is essential towards understanding the etiology of male infertility and the development of male contraceptives.
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Affiliation(s)
- Matthew J Robertson
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Center for Precision Environmental Health, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA
| | - Katarzyna Kent
- Department of Pathology and Immunology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Department of Biology and Biotechnology, University of Houston-Clear Lake, 2700 Bay Area Blvd., Houston, TX, 77058, USA.,Center for Drug Discovery, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA
| | - Nathan Tharp
- Department of Pathology and Immunology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Department of Biology and Biotechnology, University of Houston-Clear Lake, 2700 Bay Area Blvd., Houston, TX, 77058, USA.,Center for Drug Discovery, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA
| | - Kaori Nozawa
- Department of Pathology and Immunology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Center for Drug Discovery, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA
| | - Laura Dean
- Department of Pathology and Immunology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Department of Biology and Biotechnology, University of Houston-Clear Lake, 2700 Bay Area Blvd., Houston, TX, 77058, USA.,Center for Drug Discovery, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA
| | - Michelle Mathew
- Department of Pathology and Immunology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Department of Biology and Biotechnology, University of Houston-Clear Lake, 2700 Bay Area Blvd., Houston, TX, 77058, USA.,Center for Drug Discovery, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA
| | - Sandra L Grimm
- Center for Precision Environmental Health, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Department of Molecular and Cellular Biology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA
| | - Zhifeng Yu
- Department of Pathology and Immunology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Center for Drug Discovery, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA
| | - Christine Légaré
- Department Obstetrics, Gynecology and Reproduction, Faculty Medicine, Université Laval, Quebec, QC, Canada.,Reproduction, Mother and Youth Health Division, Centre de recherche du CHU de Québec-Université Laval, 2705 boul Laurier, Quebec, QC, G1V 4G2, Canada
| | - Yoshitaka Fujihara
- Department of Pathology and Immunology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Center for Drug Discovery, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Department of Experimental Genome Research, Research Institute for Microbial Diseases, 3-1 Yamadaoka, Suita, Osaka, 565-0871, Japan.,Department of Bioscience and Genetics, National Cerebral and Cardiovascular Center, 6-1 Kishibeshinmachi, Suita, Osaka, 564-8565, Japan
| | - Masahito Ikawa
- Department of Experimental Genome Research, Research Institute for Microbial Diseases, 3-1 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Robert Sullivan
- Department Obstetrics, Gynecology and Reproduction, Faculty Medicine, Université Laval, Quebec, QC, Canada.,Reproduction, Mother and Youth Health Division, Centre de recherche du CHU de Québec-Université Laval, 2705 boul Laurier, Quebec, QC, G1V 4G2, Canada
| | - Cristian Coarfa
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA. .,Center for Precision Environmental Health, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA. .,Department of Molecular and Cellular Biology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.
| | - Martin M Matzuk
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Department of Pathology and Immunology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Center for Drug Discovery, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.,Department of Molecular and Cellular Biology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA
| | - Thomas X Garcia
- Department of Pathology and Immunology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA. .,Department of Biology and Biotechnology, University of Houston-Clear Lake, 2700 Bay Area Blvd., Houston, TX, 77058, USA. .,Center for Drug Discovery, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA.
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5
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Ni MJ, Hu ZH, Liu Q, Liu MF, Lu MH, Zhang JS, Zhang L, Zhang YL. Identification and characterization of a novel non-coding RNA involved in sperm maturation. PLoS One 2011; 6:e26053. [PMID: 22022505 PMCID: PMC3192136 DOI: 10.1371/journal.pone.0026053] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2011] [Accepted: 09/16/2011] [Indexed: 01/06/2023] Open
Abstract
A long and ever-expanding roster of small (∼20–30 nucleotides) RNAs has emerged during the last decade, and most can be subsumed under the three main headings of microRNAs(miRNAs), Piwi-interacting RNAs(piRNAs), and short interferingRNAs(siRNAs). Among the three categories, miRNAs is the most quickly expanded group. The most recent number of identified miRNAs is 16,772 (Sanger miRbase, April 2011). However, there are insufficient publications on their primary forms, and no tissue-specific small RNAs precursors have been reported in the epididymis. Here, we report the identification in rats of an epididymis-specific, chimeric, noncoding RNA that is spliced from two different chromosomes (chromosomes 5 and 19), which we named HongrES2. HongrES2 is a 1.6 kb mRNA-like precursor that gives rise to a new microRNA-like small RNA (mil-HongrES2) in rat epididymis. The generation of mil-HongrES2 is stimulated during epididymitis. An epididymis-specific carboxylesterase named CES7 had 100% cDNA sequence homology at the 3′end with HongrES2 and its protein product could be downregulated by HongrES2 via mil-HongrES2. This was confirmed in vivo by initiating mil-HongrES2 over-expression in rats and observing an effect on sperm capacitation.
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Affiliation(s)
- Min-Jie Ni
- Shanghai Key Laboratory of Molecular Andrology, State Key Laboratory of Molecular Biology, Shanghai, China
| | - Zhi-Hong Hu
- Shanghai Key Laboratory of Molecular Andrology, State Key Laboratory of Molecular Biology, Shanghai, China
| | - Qiang Liu
- Shanghai Key Laboratory of Molecular Andrology, State Key Laboratory of Molecular Biology, Shanghai, China
| | - Mo-Fang Liu
- Core Facility for Non-Coding RNA, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Shanghai, China
| | - Min-hua Lu
- Core Facility for Non-Coding RNA, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Shanghai, China
| | - Jin-Song Zhang
- Shanghai Key Laboratory of Molecular Andrology, State Key Laboratory of Molecular Biology, Shanghai, China
| | - Li Zhang
- Shanghai Key Laboratory of Molecular Andrology, State Key Laboratory of Molecular Biology, Shanghai, China
| | - Yong-Lian Zhang
- Shanghai Key Laboratory of Molecular Andrology, State Key Laboratory of Molecular Biology, Shanghai, China
- Shanghai Institute of Planned Parenthood Research, Shanghai, China
- * E-mail:
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6
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Batruch I, Lecker I, Kagedan D, Smith CR, Mullen BJ, Grober E, Lo KC, Diamandis EP, Jarvi KA. Proteomic Analysis of Seminal Plasma from Normal Volunteers and Post-Vasectomy Patients Identifies over 2000 Proteins and Candidate Biomarkers of the Urogenital System. J Proteome Res 2011; 10:941-53. [DOI: 10.1021/pr100745u] [Citation(s) in RCA: 130] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Ihor Batruch
- Samuel Lunenfeld Research Institute, Department of Pathology and Laboratory Medicine and ‡Department of Surgery (Division of Urology), Mount Sinai Hospital, Toronto, ON, Canada M5T 3L9
- Department of Clinical Biochemistry, University Health Network, ∥Department of Laboratory Medicine and Pathobiology, and ⊥Department of Surgery, University of Toronto, Toronto, ON, Canada M5G 1L5
| | - Irene Lecker
- Samuel Lunenfeld Research Institute, Department of Pathology and Laboratory Medicine and ‡Department of Surgery (Division of Urology), Mount Sinai Hospital, Toronto, ON, Canada M5T 3L9
- Department of Clinical Biochemistry, University Health Network, ∥Department of Laboratory Medicine and Pathobiology, and ⊥Department of Surgery, University of Toronto, Toronto, ON, Canada M5G 1L5
| | - Daniel Kagedan
- Samuel Lunenfeld Research Institute, Department of Pathology and Laboratory Medicine and ‡Department of Surgery (Division of Urology), Mount Sinai Hospital, Toronto, ON, Canada M5T 3L9
- Department of Clinical Biochemistry, University Health Network, ∥Department of Laboratory Medicine and Pathobiology, and ⊥Department of Surgery, University of Toronto, Toronto, ON, Canada M5G 1L5
| | - Christopher R. Smith
- Samuel Lunenfeld Research Institute, Department of Pathology and Laboratory Medicine and ‡Department of Surgery (Division of Urology), Mount Sinai Hospital, Toronto, ON, Canada M5T 3L9
- Department of Clinical Biochemistry, University Health Network, ∥Department of Laboratory Medicine and Pathobiology, and ⊥Department of Surgery, University of Toronto, Toronto, ON, Canada M5G 1L5
| | - Brendan J. Mullen
- Samuel Lunenfeld Research Institute, Department of Pathology and Laboratory Medicine and ‡Department of Surgery (Division of Urology), Mount Sinai Hospital, Toronto, ON, Canada M5T 3L9
- Department of Clinical Biochemistry, University Health Network, ∥Department of Laboratory Medicine and Pathobiology, and ⊥Department of Surgery, University of Toronto, Toronto, ON, Canada M5G 1L5
| | - Ethan Grober
- Samuel Lunenfeld Research Institute, Department of Pathology and Laboratory Medicine and ‡Department of Surgery (Division of Urology), Mount Sinai Hospital, Toronto, ON, Canada M5T 3L9
- Department of Clinical Biochemistry, University Health Network, ∥Department of Laboratory Medicine and Pathobiology, and ⊥Department of Surgery, University of Toronto, Toronto, ON, Canada M5G 1L5
| | - Kirk C. Lo
- Samuel Lunenfeld Research Institute, Department of Pathology and Laboratory Medicine and ‡Department of Surgery (Division of Urology), Mount Sinai Hospital, Toronto, ON, Canada M5T 3L9
- Department of Clinical Biochemistry, University Health Network, ∥Department of Laboratory Medicine and Pathobiology, and ⊥Department of Surgery, University of Toronto, Toronto, ON, Canada M5G 1L5
| | - Eleftherios P. Diamandis
- Samuel Lunenfeld Research Institute, Department of Pathology and Laboratory Medicine and ‡Department of Surgery (Division of Urology), Mount Sinai Hospital, Toronto, ON, Canada M5T 3L9
- Department of Clinical Biochemistry, University Health Network, ∥Department of Laboratory Medicine and Pathobiology, and ⊥Department of Surgery, University of Toronto, Toronto, ON, Canada M5G 1L5
| | - Keith A. Jarvi
- Samuel Lunenfeld Research Institute, Department of Pathology and Laboratory Medicine and ‡Department of Surgery (Division of Urology), Mount Sinai Hospital, Toronto, ON, Canada M5T 3L9
- Department of Clinical Biochemistry, University Health Network, ∥Department of Laboratory Medicine and Pathobiology, and ⊥Department of Surgery, University of Toronto, Toronto, ON, Canada M5G 1L5
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