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Togashi K, Watanabe T, Ogino A, Shinomiya M, Kinukawa M, Kurogi K, Toda S. Development of an index that decreases birth weight, promotes postnatal growth and yet minimizes selection intensity in beef cattle. Anim Biosci 2024; 37:839-851. [PMID: 38271985 PMCID: PMC11065704 DOI: 10.5713/ab.23.0343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 10/10/2023] [Accepted: 11/06/2023] [Indexed: 01/27/2024] Open
Abstract
OBJECTIVE The main goal of our current study was to improve the growth curve of meat animals by decreasing the birth weight while achieving a finishing weight that is the same as that before selection but at younger age. METHODS Random regression model was developed to derive various selection indices to achieve desired gains in body weight at target time points throughout the fattening process. We considered absolute and proportional gains at specific ages (in weeks) and for various stages (i.e., early, middle, late) during the fattening process. RESULTS The point gain index was particularly easy to use because breeders can assign a specific age (in weeks) as a time point and model either the actual weight gain desired or a scaled percentage gain in body weight. CONCLUSION The point gain index we developed can achieve the desired weight gain at any given postnatal week of the growing process and is an easy-to-use and practical option for improving the growth curve.
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Affiliation(s)
- Kenji Togashi
- Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121,
Japan (Retired)
| | - Toshio Watanabe
- Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121,
Japan
| | - Atsushi Ogino
- Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121,
Japan
| | - Masakazu Shinomiya
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041,
Japan
| | - Masashi Kinukawa
- Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121,
Japan
| | - Kazuhito Kurogi
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041,
Japan
| | - Shohei Toda
- Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121,
Japan
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Uemoto Y, Nagai R, Kinukawa M, Watanabe T, Ogino A, Kurogi K, Satoh M. Estimation of genetic parameters for bull conception rate and its genetic correlations with semen production traits in Japanese Black bulls. Animal 2024; 18:101137. [PMID: 38626707 DOI: 10.1016/j.animal.2024.101137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 03/13/2024] [Accepted: 03/14/2024] [Indexed: 04/18/2024] Open
Abstract
The P of achieving pregnancy is an important trait of bull fertility in beef cattle and is defined as the bull conception rate (BCR). This study aimed to clarify and better understand the genetic architecture of the BCR calculated using artificial insemination and pregnancy diagnosis records from a progeny testing program in Japanese Black bulls. In this study, we estimated the genetic parameters of the BCR and their correlation with semen production traits. In addition, we assessed the correlated responses in BCR by considering the selection of semen production traits. Nine hundred and sixteen Japanese Black bulls were selected based on fertility, with 28 869 pregnancy diagnostic records from the progeny testing program. Our results showed that the heritability estimate was 0.04 in the BCR at the first service and 0.14 in BCR for the three services, and an increase in the inbreeding coefficient led to a significant decrease in BCR. The phenotypic trend of BCR remained almost constant over the years, whereas the genetic trend increased. In addition, the changes in the progeny testing year effect showed a similar tendency to the phenotypic trends, suggesting that the phenotypic trends could be mainly due to non-genetic effects, including progeny testing year effects. The estimated genetic correlation of BCR with sperm motility traits was favorably moderate to high (ranging from 0.49 to 0.97), and those with sperm quantity traits such as semen volume were favorably low to moderate (ranging from 0.23 to 0.51). In addition, the correlated responses in BCR at the first service by selection for sperm motility traits resulted in a higher genetic gain than direct selection. This study provides new insights into the genetic factors affecting BCR and the possibility of implementing genetic selection to improve BCR by selecting sperm motility traits in Japanese Black bulls.
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Affiliation(s)
- Y Uemoto
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi 980-8572, Japan.
| | - R Nagai
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi 980-8572, Japan
| | - M Kinukawa
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan. Inc, Maebashi 371-0121, Japan
| | - T Watanabe
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan. Inc, Maebashi 371-0121, Japan
| | - A Ogino
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan. Inc, Maebashi 371-0121, Japan
| | - K Kurogi
- Cattle Breeding Department, Livestock Improvement Association of Japan. Inc, Tokyo 135-0041, Japan
| | - M Satoh
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi 980-8572, Japan
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Kinukawa M, Ito M, Uemoto Y, Ogino A, Haruta S, Kurogi K, Watanabe T, Sasaki S, Naniwa Y, Uchiyama K, Togashi K. A potent allele marker related to low bull conception rate in Japanese Black bulls. Animal 2023; 17:100804. [PMID: 37141635 DOI: 10.1016/j.animal.2023.100804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 03/24/2023] [Accepted: 03/31/2023] [Indexed: 05/06/2023] Open
Abstract
Over the years, there has been considerable variation in the bull conception rate (BCR) of Japanese Black cattle; moreover, several Japanese Black bulls with a low BCR of ≤10% have been identified. However, the alleles responsible for the low BCR are not determined yet. Therefore, in this study, we aimed to identify single-nucleotide polymorphisms (SNPs) for predicting low BCR. To this end, the genome of Japanese Black bulls was comprehensively examined by a genome-wide association study with whole-exome sequencing (WES), and the effect of the identified marker regions on BCR was determined. The WES analysis of six sub-fertile bulls with a BCR of ≤10% and 73 normal bulls with a BCR of ≥40% identified a homozygous genotype for low BCR in Bos taurus autosome 5 in the region between 116.2 and 117.9 Mb. The g.116408653G > A SNP in this region had the most significant effect on the BCR (P-value = 1.0 × 10-23), and the GG (55.4 ± 11.2%) and AG (54.4 ± 9.4%) genotypes in the SNP had a higher phenotype than the AA (9.5 ± 6.1%) genotype for the BCR. The mixed model analysis revealed that g.116408653G > A was related to approximately 43% of the total genetic variance. In conclusion, the AA genotype of g.116408653G > A is a useful index for identifying sub-fertile Japanese Black bulls. Some positive and negative effects of SNP on the BCR were presumed to identify the causative mutations, which can help evaluate bull fertility.
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Affiliation(s)
- M Kinukawa
- Livestock Improvement Association of Japan, Inc., 316 Kanamaru, Maebashi, Gunma 371-0121, Japan.
| | - M Ito
- Department of Virology and Parasitology, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan
| | - Y Uemoto
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi 980-8572, Japan
| | - A Ogino
- Livestock Improvement Association of Japan, Inc., 316 Kanamaru, Maebashi, Gunma 371-0121, Japan
| | - S Haruta
- Livestock Improvement Association of Japan, Inc., 316 Kanamaru, Maebashi, Gunma 371-0121, Japan
| | - K Kurogi
- Livestock Improvement Association of Japan, Inc., 316 Kanamaru, Maebashi, Gunma 371-0121, Japan
| | - T Watanabe
- Livestock Improvement Association of Japan, Inc., 316 Kanamaru, Maebashi, Gunma 371-0121, Japan
| | - S Sasaki
- Faculty of Agriculture, University of the Ryukyus, Nishihara, Okinawa 903-0213, Japan
| | - Y Naniwa
- Livestock Improvement Association of Japan, Inc., 316 Kanamaru, Maebashi, Gunma 371-0121, Japan
| | - K Uchiyama
- Livestock Improvement Association of Japan, Inc., 316 Kanamaru, Maebashi, Gunma 371-0121, Japan
| | - K Togashi
- Livestock Improvement Association of Japan, Inc., 316 Kanamaru, Maebashi, Gunma 371-0121, Japan
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Nagai R, Kinukawa M, Watanabe T, Ogino A, Kurogi K, Adachi K, Satoh M, Uemoto Y. Genomic dissection of repeatability considering additive and non-additive genetic effects for semen production traits in beef and dairy bulls. J Anim Sci 2022; 100:6647626. [PMID: 35860946 DOI: 10.1093/jas/skac241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 07/19/2022] [Indexed: 11/13/2022] Open
Abstract
The low heritability and moderate repeatability of semen production traits in beef and dairy bulls suggest that non-additive genetic effects, such as dominance and epistatic effects, play an important role in semen production and should therefore be considered in genetic improvement programs. In this study, the repeatability of semen production traits in Japanese Black bulls (JB) as beef bulls and Holstein bulls (HOL) as dairy bulls was evaluated by considering additive and non-additive genetic effects using the Illumina BovineSNP50 BeadChip. We also evaluated the advantage of using more complete models that include non-additive genetic effects by comparing the rank of genotyped animals and the phenotype prediction ability of each model. In total, 65,463 records for 615 genotyped JB and 48,653 records for 845 genotyped HOL were used to estimate additive and non-additive (dominance and epistatic) variance components for semen volume (VOL), sperm concentration (CON), sperm motility (MOT), MOT after freeze-thawing (aMOT), and sperm number (NUM). In the model including both additive and non-additive genetic effects, the broad-sense heritability (0.17-0.43) was more than twice as high as the narrow-sense heritability (0.04-0.11) for all traits and breeds, and the differences between the broad-sense heritability and repeatability were very small for VOL, NUM, and CON in both breeds. A large proportion of permanent environmental variance was explained by epistatic variance. The epistatic variance as a proportion of total phenotypic variance was 0.07-0.33 for all traits and breeds. In addition, heterozygosity showed significant positive relationships with NUM, MOT, and aMOT in JB and NUM in HOL, when the heterozygosity rate was included as a covariate. In a comparison of models, the inclusion of non-additive genetic effects resulted in a re-ranking of the top genotyped bulls for the additive effects. Adjusting for non-additive genetic effects could be expected to produce a more accurate breeding value, even if the models have similar fitting. However, including non-additive genetic effects did not improve the ability of any model to predict phenotypic values for any trait or breed compared with the predictive ability of a model that includes only additive effects. Consequently, although non-additive genetic effects, especially epistatic effects, play an important role in semen production traits, they do not improve prediction accuracy in beef and dairy bulls.
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Affiliation(s)
- Rintaro Nagai
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi 980-8572, Japan
| | - Masashi Kinukawa
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi 371-0121, Japan
| | - Toshio Watanabe
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi 371-0121, Japan
| | - Atsushi Ogino
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi 371-0121, Japan
| | - Kazuhito Kurogi
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc., Tokyo 135-0041, Japan
| | - Kazunori Adachi
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc., Tokyo 135-0041, Japan
| | - Masahiro Satoh
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi 980-8572, Japan
| | - Yoshinobu Uemoto
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi 980-8572, Japan
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Togashi K, Adachi K, Kurogi K, Yasumori T, Watanabe T, Toda S, Matsubara S, Hirohama K, Takahashi T, Matsuo S. Predicting the rate of inbreeding in populations undergoing four-path selection on genomically enhanced breeding values. Anim Biosci 2022; 35:804-813. [PMID: 34991226 PMCID: PMC9066037 DOI: 10.5713/ab.21.0350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 10/12/2021] [Accepted: 11/01/2021] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE A formula is needed that is practical for current livestock breeding methods and that predicts the approximate rate of inbreeding (∆F) in populations where selection is performed according to four-path programs (sires to breed sons, sires to breed daughters, dams to breed sons, and dams to breed daughters). The formula widely used to predict inbreeding neglects selection, we need to develop a new formula that can be applied with or without selection. METHODS The core of the prediction is to incorporate the long-tern genetic influence of the selected parents in four-selection paths executed as sires to breed sons, sires to breed daughters, dams to breed sons, and dams to breed daughters. The rate of inbreeding was computed as the magnitude that is proportional to the sum of squared long-term genetic contributions of the parents of four-selection paths to the selected offspring. RESULTS We developed a formula to predict the rate of inbreeding in populations undergoing four-path selection on genomically enhanced breeding values and with discrete generations. The new formula can be applied with or without selection. Neglecting the effects of selection led to underestimation of the rate of inbreeding by 40% to 45%. CONCLUSION The formula we developed here would be highly useful as a practical method for predicting the approximate rate of inbreeding (ΔF) in populations where selection is performed according to four-path programs.
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Affiliation(s)
- Kenji Togashi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Maebashi, Gunma, 371-0121, Japan
| | - Kazunori Adachi
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041, Japan
| | - Kazuhito Kurogi
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041, Japan
| | - Takanori Yasumori
- Maebashi Bull Center, Livestock Improvement Association of Japan, Maebashi, Gunma, 371-0121, Japan
| | - Toshio Watanabe
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Maebashi, Gunma, 371-0121, Japan
| | - Shohei Toda
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Maebashi, Gunma, 371-0121, Japan
| | - Satoshi Matsubara
- Tokachi Bull Center, Livestock Improvement Association of Japan, Nakagawagun, Hokkaido, 089-0625, Japan
| | - Kiyohide Hirohama
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041, Japan
| | - Tsutomu Takahashi
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041, Japan
| | - Shoichi Matsuo
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041, Japan
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Nagai R, Kinukawa M, Watanabe T, Ogino A, Kurogi K, Adachi K, Satoh M, Uemoto Y. Genome-wide detection of non-additive quantitative trait loci for semen production traits in beef and dairy bulls. Animal 2022; 16:100472. [PMID: 35218992 DOI: 10.1016/j.animal.2022.100472] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 01/20/2022] [Accepted: 01/21/2022] [Indexed: 11/28/2022] Open
Abstract
Semen production traits are important aspects of bull fertility, because semen quantity leads to direct profits for artificial insemination centres, and semen quality is associated with the probability of achieving a pregnancy. Most genome-wide association studies (GWASs) for semen production traits have assumed that each quantitative trait locus (QTL) has an additive effect. However, GWASs that account for non-additive effects are also important in fitness traits, such as bull fertility. Here, we performed a GWAS using models that accounted for additive and non-additive effects to evaluate the importance of non-additive effects on five semen production traits in beef and dairy bulls. A total of 65 463 records for 615 Japanese Black bulls (JB) and 50 734 records for 873 Holstein bulls (HOL), which were previously genotyped using the Illumina BovineSNP50 BeadChip, were used to estimate genetic parameters and perform GWAS. The heritability estimates were low (ranged from 0.11 to 0.23), and the repeatability estimates were low to moderate (ranged from 0.28 to 0.45) in both breeds. The estimated repeatability was approximately twice as high as the estimated heritability for all traits. In this study, only one significant region with an additive effect was detected in each breed, but multiple significant regions with non-additive effects were detected for each breed. In particular, the region at approximately 64 Mbp on Bos taurus autosome 17 had the highest significant non-additive effect on four semen production traits in HOL. The rs41843851 single nucleotide polymorphism (SNP) in the region had a much lower P-value for the non-additive effect (P-value = 1.1 × 10-31) than for the additive effect (P-value = 1.1 × 10-8) in sperm motility. The AA and AB genotypes on the SNP had a higher phenotype than the BB genotype in HOL, and there was no bull with the BB genotype in JB. Our results showed that non-additive QTLs affect semen production traits, and a novel QTL accounting for non-additive effects could be detected by GWAS. This study provides new insights into non-additive QTLs that affect fitness traits, such as semen production traits in beef and dairy bulls.
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Affiliation(s)
- R Nagai
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi 980-8572, Japan
| | - M Kinukawa
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi 371-0121, Japan
| | - T Watanabe
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi 371-0121, Japan
| | - A Ogino
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi 371-0121, Japan
| | - K Kurogi
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc., Tokyo 135-0041, Japan
| | - K Adachi
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc., Tokyo 135-0041, Japan
| | - M Satoh
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi 980-8572, Japan
| | - Y Uemoto
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi 980-8572, Japan.
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Onogi A, Watanabe T, Ogino A, Kurogi K, Togashi K. Genomic prediction with non-additive effects in beef cattle: stability of variance component and genetic effect estimates against population size. BMC Genomics 2021; 22:512. [PMID: 34233617 PMCID: PMC8262069 DOI: 10.1186/s12864-021-07792-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 06/10/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Genomic prediction is now an essential technology for genetic improvement in animal and plant breeding. Whereas emphasis has been placed on predicting the breeding values, the prediction of non-additive genetic effects has also been of interest. In this study, we assessed the potential of genomic prediction using non-additive effects for phenotypic prediction in Japanese Black, a beef cattle breed. In addition, we examined the stability of variance component and genetic effect estimates against population size by subsampling with different sample sizes. RESULTS Records of six carcass traits, namely, carcass weight, rib eye area, rib thickness, subcutaneous fat thickness, yield rate and beef marbling score, for 9850 animals were used for analyses. As the non-additive genetic effects, dominance, additive-by-additive, additive-by-dominance and dominance-by-dominance effects were considered. The covariance structures of these genetic effects were defined using genome-wide SNPs. Using single-trait animal models with different combinations of genetic effects, it was found that 12.6-19.5 % of phenotypic variance were occupied by the additive-by-additive variance, whereas little dominance variance was observed. In cross-validation, adding the additive-by-additive effects had little influence on predictive accuracy and bias. Subsampling analyses showed that estimation of the additive-by-additive effects was highly variable when phenotypes were not available. On the other hand, the estimates of the additive-by-additive variance components were less affected by reduction of the population size. CONCLUSIONS The six carcass traits of Japanese Black cattle showed moderate or relatively high levels of additive-by-additive variance components, although incorporating the additive-by-additive effects did not improve the predictive accuracy. Subsampling analysis suggested that estimation of the additive-by-additive effects was highly reliant on the phenotypic values of the animals to be estimated, as supported by low off-diagonal values of the relationship matrix. On the other hand, estimates of the additive-by-additive variance components were relatively stable against reduction of the population size compared with the estimates of the corresponding genetic effects.
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Affiliation(s)
- Akio Onogi
- Department of Plant Life Science, Faculty of Agriculture, Ryukoku University, 1-5, Yokotani, Seta, Oe-cho, Shiga, 520-2194, Otsu, Japan.
| | - Toshio Watanabe
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc, 371-0121, Maebashi, Japan
| | - Atsushi Ogino
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc, 371-0121, Maebashi, Japan
| | - Kazuhito Kurogi
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc, 135-0041, Tokyo, Japan
| | - Kenji Togashi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc, 371-0121, Maebashi, Japan
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Sasaki S, Watanabe T, Ibi T, Hasegawa K, Sakamoto Y, Moriwaki S, Kurogi K, Ogino A, Yasumori T, Wakaguri H, Muraki E, Miki Y, Yoshida Y, Inoue Y, Tabuchi I, Iwao K, Arishima T, Kawashima K, Watanabe M, Sugano S, Sugimoto Y, Suzuki Y. Identification of deleterious recessive haplotypes and candidate deleterious recessive mutations in Japanese Black cattle. Sci Rep 2021; 11:6687. [PMID: 33758295 PMCID: PMC7988166 DOI: 10.1038/s41598-021-86225-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Accepted: 03/05/2021] [Indexed: 02/01/2023] Open
Abstract
Intensive use of a few elite sires has increased the risk of the manifestation of deleterious recessive traits in cattle. Substantial genotyping data gathered using single-nucleotide polymorphism (SNP) arrays have identified the haplotypes with homozygous deficiency, which may compromise survival. We developed Japanese Black cattle haplotypes (JBHs) using SNP array data (4843 individuals) and identified deleterious recessive haplotypes using exome sequencing of 517 sires. We identified seven JBHs with homozygous deficiency. JBH_10 and JBH_17 were associated with the resuming of estrus after artificial insemination, indicating that these haplotypes carried deleterious mutations affecting embryonic survival. The exome data of 517 Japanese Black sires revealed that AC_000165.1:g.85341291C>G of IARS in JBH_8_2, AC_000174.1:g.74743512G>T of CDC45 in JBH_17, and a copy variation region (CNVR_27) of CLDN16 in JBH_1_1 and JBH_1_2 were the candidate mutations. A novel variant AC_000174.1:g.74743512G>T of CDC45 in JBH_17 was located in a splicing donor site at a distance of 5 bp, affecting pre-mRNA splicing. Mating between heterozygotes of JBH_17 indicated that homozygotes carrying the risk allele died around the blastocyst stage. Analysis of frequency of the CDC45 risk allele revealed that its carriers were widespread throughout the tested Japanese Black cattle population. Our approach can effectively manage the inheritance of recessive risk alleles in a breeding population.
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Affiliation(s)
- Shinji Sasaki
- grid.267625.20000 0001 0685 5104Faculty of Agriculture, University of the Ryukyus, 1 Senbaru, Nishihara, Nakagami-gun, Okinawa, 903-0213 Japan ,grid.258333.c0000 0001 1167 1801United Graduate School of Agricultural Sciences, Kagoshima University, 1-21-24 Korimoto, Kagoshima, 890-0065 Japan
| | - Toshio Watanabe
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi, 371-0121 Japan
| | - Takayuki Ibi
- grid.261356.50000 0001 1302 4472Graduate School of Environmental and Life Science, Okayama University, Tsushima-naka, Okayama, 700-8530 Japan
| | - Kiyotoshi Hasegawa
- Shimane Prefecture Livestock Technology Center, Koshi, Izumo, Shimane 693-0031 Japan
| | - Yoichi Sakamoto
- Shimane Prefecture Livestock Technology Center, Koshi, Izumo, Shimane 693-0031 Japan
| | - Shunsuke Moriwaki
- Shimane Prefecture Livestock Technology Center, Koshi, Izumo, Shimane 693-0031 Japan
| | - Kazuhito Kurogi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi, 371-0121 Japan
| | - Atsushi Ogino
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi, 371-0121 Japan
| | - Takanori Yasumori
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi, 371-0121 Japan
| | - Hiroyuki Wakaguri
- grid.26999.3d0000 0001 2151 536XDepartment of Medical Genome Sciences, and Department of Computational Biology, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, 277-8562 Japan
| | - Eiji Muraki
- Hida Beef Cattle Research Department, Gifu Prefectural Livestock Research Institute, Makigadou, Kiomi, Takayama, Gifu 506-0101 Japan
| | - Youko Miki
- Hyogo Prefectural Technology Center for Agriculture, Forest and Fisher, Hokubu Agricultural Technology Institute, Asago, Hyogo 669-5254 Japan
| | - Yuichi Yoshida
- Hyogo Prefectural Technology Center for Agriculture, Forest and Fisher, Hokubu Agricultural Technology Institute, Asago, Hyogo 669-5254 Japan
| | - Yoshinobu Inoue
- Tottori Prefecture Livestock Research Center, Tohaku-gun, Kotoura-cho 689-2503 Japan
| | - Ichiro Tabuchi
- Tottori Prefecture Livestock Research Center, Tohaku-gun, Kotoura-cho 689-2503 Japan
| | - Ken Iwao
- Tottori Prefecture Livestock Research Center, Tohaku-gun, Kotoura-cho 689-2503 Japan
| | - Taichi Arishima
- Cattle Breeding Development Institute of Kagoshima Prefecture, Osumi, So, Kagoshima 899-8212 Japan
| | - Keisuke Kawashima
- Cattle Breeding Development Institute of Kagoshima Prefecture, Osumi, So, Kagoshima 899-8212 Japan
| | - Manabu Watanabe
- grid.26999.3d0000 0001 2151 536XDepartment of Medical Genome Sciences, and Department of Computational Biology, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, 277-8562 Japan
| | - Sumio Sugano
- grid.26999.3d0000 0001 2151 536XDepartment of Medical Genome Sciences, and Department of Computational Biology, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, 277-8562 Japan
| | - Yoshikazu Sugimoto
- Shirakawa Institute of Animal Genetics, Japan Livestock Technology Association, Yushima, Bunkyouku, Tokyo 113-0034 Japan
| | - Yutaka Suzuki
- grid.26999.3d0000 0001 2151 536XDepartment of Medical Genome Sciences, and Department of Computational Biology, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, 277-8562 Japan
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Uemoto Y, Takeda M, Ogino A, Kurogi K, Ogawa S, Satoh M, Terada F. Genetic and genomic analyses for predicted methane-related traits in Japanese Black steers. Anim Sci J 2020; 91:e13383. [PMID: 32410280 PMCID: PMC7379199 DOI: 10.1111/asj.13383] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2020] [Revised: 04/01/2020] [Accepted: 04/10/2020] [Indexed: 12/26/2022]
Abstract
The objectives of this study were to estimate genetic parameters and to perform a genome‐wide association study (GWAS) for predicted methane‐related traits in Japanese Black steers. The methane production and yield traits were predicted using on‐farm measurable traits, such as dry matter intake and average daily gain. A total of 4,578 Japanese Black steers, which were progenies of 362 sires genotyped with imputed 551,995 single nucleotide polymorphisms (SNPs), had phenotypes of predicted methane‐related traits during the total fattening period (52 weeks). For the estimation of genetic parameters, the estimated heritabilities were moderate (ranged from 0.57 to 0.60). In addition, the estimated genetic correlations of methane production traits with most of carcass traits and feed‐efficiency traits were unfavorable, but those of methane yield traits were favorable or low. For the GWAS, no genome‐wide significant SNP was detected, but a total of four quantitative trait locus (QTL) regions that explained more than 5.0% of genetic variance were localized on the genome, and some candidate genes associated with growth and feed‐efficiency traits were located on the regions. Our results suggest that the predicted methane‐related traits are heritable and some QTL regions for the traits are localized on the genome in Japanese Black steers.
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Affiliation(s)
- Yoshinobu Uemoto
- Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | | | - Atushi Ogino
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi, Japan
| | - Kazuhito Kurogi
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc., Tokyo, Japan
| | - Shinichro Ogawa
- Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | - Masahiro Satoh
- Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | - Fuminori Terada
- Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
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Takeda M, Uemoto Y, Inoue K, Ogino A, Nozaki T, Kurogi K, Yasumori T, Satoh M. Genome-wide association study and genomic evaluation of feed efficiency traits in Japanese Black cattle using single-step genomic best linear unbiased prediction method. Anim Sci J 2019; 91:e13316. [PMID: 31769129 DOI: 10.1111/asj.13316] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 09/30/2019] [Accepted: 10/23/2019] [Indexed: 01/18/2023]
Abstract
The objectives of this study were to better understand the genetic architecture and the possibility of genomic evaluation for feed efficiency traits by (i) performing genome-wide association studies (GWAS), and (ii) assessing the accuracy of genomic evaluation for feed efficiency traits, using single-step genomic best linear unbiased prediction (ssGBLUP)-based methods. The analyses were performed in residual feed intake (RFI), residual body weight gain (RG), and residual intake and body weight gain (RIG) during three different fattening periods. The phenotypes from 4,578 Japanese Black steers, which were progenies of 362 progeny-tested bulls and the genotypes from the bulls were used in this study. The results of GWAS showed that a total of 16, 8, and 12 gene ontology terms were related to RFI, RG, and RIG, respectively, and the candidate genes identified in RFI and RG were involved in olfactory transduction and the phosphatidylinositol signaling system, respectively. The realized reliabilities of genomic estimated breeding values were low to moderate in the feed efficiency traits. In conclusion, ssGBLUP-based method can lead to understand some biological functions related to feed efficiency traits, even with small population with genotypes, however, an alternative strategy will be needed to enhance the reliability of genomic evaluation.
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Affiliation(s)
- Masayuki Takeda
- National Livestock Breeding Center, Fukushima, Japan.,Graduate School of Agricultural Science, Tohoku University, Miyagi, Japan
| | - Yoshinobu Uemoto
- Graduate School of Agricultural Science, Tohoku University, Miyagi, Japan
| | - Keiichi Inoue
- National Livestock Breeding Center, Fukushima, Japan
| | - Atushi Ogino
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc, Gunma, Japan
| | - Takayoshi Nozaki
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc, Tokyo, Japan
| | - Kazuhito Kurogi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc, Gunma, Japan
| | - Takanori Yasumori
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc, Tokyo, Japan
| | - Masahiro Satoh
- Graduate School of Agricultural Science, Tohoku University, Miyagi, Japan
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Onogi A, Ogino A, Sato A, Kurogi K, Yasumori T, Togashi K. Development of a structural growth curve model that considers the causal effect of initial phenotypes. Genet Sel Evol 2019; 51:19. [PMID: 31046678 PMCID: PMC6498631 DOI: 10.1186/s12711-019-0461-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 04/18/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Growth curves have been widely used in genetic analyses to gain insights into the growth characteristics of both animals and plants. However, several questions remain unanswered, including how the initial phenotypes affect growth and what is the duration of any such impact. For beef cattle production in Japan, calves are procured from farms that specialize in reproduction and then moved to other farms where they are fattened to achieve their market/purchase value. However, the causal effect of growth, while calves are on the reproductive farms, on their growth during fattening remains unclear. To investigate this, we developed a model that combines a structural equation with a growth curve model. The causal effect was modeled with B-splines, which allows inference of the effect as a curve. We fitted the proposed structural growth curve model to repeated measures of body weight from a Japanese beef cattle population (n = 3831) to estimate the curve of the causal effect of the calves' initial weight on their trajectory of growth when they are on fattening farms. RESULTS Maternal and reproduction farm effects explained 26% of the phenotypic variance of initial weight at fattening farms. The structural growth curve model was fitted to remove the effects of these factors in growth curve analysis at fattening farms. The estimated curve of causal effects remained at approximately 0.8 for 200 d after the calves entered the fattening farms, which means that 64% of the phenotypic variance was explained by the initial weight. Then, the effect decreased linearly and disappeared approximately 620 d after entering the fattening farms, which corresponded to an average age of 871.5 d. CONCLUSIONS The proposed model is expected to provide more accurate estimates of genetic values for growth patterns because the confounding causal factors such as maternal and reproduction farm effects are removed. Moreover, examination of the inferred curve of the causal effect enabled us to estimate the effect of a calf's initial weight at arbitrary times during growth, which could provide suitable information for decision-making when shifting the time of slaughter, building models for genetic evaluation, and selecting calves for market.
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Affiliation(s)
- Akio Onogi
- Institute of Crop Science, National Agriculture and Food Research Organization, 2-1-2 Kannondai, Tsukuba, Ibaraki, 305-8518, Japan.
| | - Atsushi Ogino
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc, Maebashi, 371-0121, Japan
| | - Ayako Sato
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc, Tokyo, 135-0041, Japan
| | - Kazuhito Kurogi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc, Maebashi, 371-0121, Japan
| | - Takanori Yasumori
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc, Tokyo, 135-0041, Japan
| | - Kenji Togashi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc, Maebashi, 371-0121, Japan
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Togashi K, Adachi K, Kurogi K, Yasumori T, Tokunaka K, Ogino A, Miyazaki Y, Watanabe T, Takahashi T, Moribe K. Effects of preselection of genotyped animals on reliability and bias of genomic prediction in dairy cattle. Asian-Australas J Anim Sci 2019; 32:159-169. [PMID: 30056675 PMCID: PMC6325389 DOI: 10.5713/ajas.18.0161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 06/22/2018] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Models for genomic selection assume that the reference population is an unselected population. However, in practice, genotyped individuals, such as progeny-tested bulls, are highly selected, and the reference population is created after preselection. In dairy cattle, the intensity of selection is higher in males than in females, suggesting that cows can be added to the reference population with less bias and loss of accuracy. The objective is to develop formulas applied to any genomic prediction studies or practice with preselected animals as reference population. METHODS We developed formulas for calculating the reliability and bias of genomically enhanced breeding values (GEBV) in the reference population where individuals are preselected on estimated breeding values. Based on the formulas presented, deterministic simulation was conducted by varying heritability, preselection percentage, and the reference population size. RESULTS The number of bulls equal to a cow regarding the reliability of GEBV was expressed through a simple formula for the reference population consisting of preselected animals. The bull population was vastly superior to the cow population regarding the reliability of GEBV for low-heritability traits. However, the superiority of reliability from the bull reference population over the cow population decreased as heritability increased. Bias was greater for bulls than cows. Bias and reduction in reliability of GEBV due to preselection was alleviated by expanding reference population. CONCLUSION Cows are easier in expanding reference population size compared with bulls and alleviate bias and reduction in reliability of GEBV of bulls which are highly preselected than cows by expanding the cow reference population.
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Affiliation(s)
- Kenji Togashi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121,
Japan,Corresponding Author: Kenji Togashi, Tel: +81-0272692440, Fax: +81-0272692440, E-mail:
| | - Kazunori Adachi
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041,
Japan
| | - Kazuhito Kurogi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121,
Japan
| | - Takanori Yasumori
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041,
Japan
| | - Kouichi Tokunaka
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041,
Japan
| | - Atsushi Ogino
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121,
Japan
| | - Yoshiyuki Miyazaki
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121,
Japan
| | - Toshio Watanabe
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121,
Japan
| | - Tsutomu Takahashi
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041,
Japan
| | - Kimihiro Moribe
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041,
Japan
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Togashi K, Osawa T, Adachi K, Kurogi K, Tokunaka K, Yasumori T, Takahashi T, Moribe K. Selection on milk production and conformation traits during the last two decades in Japan. Asian-Australas J Anim Sci 2019; 32:183-191. [PMID: 30056666 PMCID: PMC6325385 DOI: 10.5713/ajas.18.0259] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 07/05/2018] [Indexed: 12/01/2022]
Abstract
Objective The purpose of this study was to compare intended and actual yearly genetic gains for milk production and conformation traits and to investigate the simple selection criterion practiced among milk production and conformation traits during the last two decades in Japan. Learning how to utilize the information on intended and actual genetic gains during the last two decades into the genomic era is vital. Methods Genetic superiority for each trait for four paths of selection (sires to breed bulls [SB], sires to breed cows [SC], dams to breed bulls [DB], and dams to breed cows [DC]) was estimated. Actual practiced simple selection criteria were investigated among milk production and conformation traits and relative emphasis on milk production and conformation traits was compared. Results Selection differentials in milk production traits were greater than those of conformation traits in all four paths of selection. Realized yearly genetic gain was less than that intended for milk production traits. Actual annual genetic gain for conformation traits was equivalent to or greater than intended. Retrospective selection weights of milk production and conformation traits were 0.73:0.27 and 0.56:0.44 for intended and realized genetic gains, respectively. Conclusion Selection was aimed more toward increasing genetic gain in milk production than toward conformation traits over the past two decades in Japan. In contrast, actual annual genetic gain for conformation traits was equivalent to or greater than intended. Balanced selection between milk production and conformation traits tended to be favored during actual selection. Each of four paths of selection (SB, SC, DB, and DC) has played an individual and important role. With shortening generation interval in the genomic era, a young sire arises before the completion of sire’s daughters’ milk production records. How to integrate these four paths of selection in the genomic era is vital.
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Takeda M, Uemoto Y, Inoue K, Ogino A, Nozaki T, Kurogi K, Yasumori T, Satoh M. Evaluation of feed efficiency traits for genetic improvement in Japanese Black cattle. J Anim Sci 2018; 96:797-805. [PMID: 29584931 DOI: 10.1093/jas/skx054] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 03/20/2018] [Indexed: 11/14/2022] Open
Abstract
We evaluated the genetic relationships (1) among feed efficiency traits with different fattening periods, (2) between feed efficiency traits and growth traits, and (3) between feed efficiency traits and carcass traits, to determine the influence of genetic factors on feed efficiency traits. In total, 4,578 Japanese Black cattle from a progeny testing program were used. Residual feed intake (RFI), residual BW gain (RG), and residual intake and BW gain (RIG) were defined as feed efficiency traits, and were measured for the first half (approximately 9 to 15 months of age), latter half (approximately 15 to 21 months of age), and total period of fattening (approximately 9 to 21 months of age). A single-trait animal model for estimating heritability and a two-trait animal model for estimating genetic and phenotypic correlations were used. The heritability estimates for RFI, RG, and RIG were different in each fattening period, ranging from 0.36 to 0.46, 0.19 to 0.28, and 0.28 to 0.34, respectively, and the heritability estimates for the total fattening period were greater than those for the first and latter halves separately. RIG showed the greatest preferred genetic correlation, with a greater feed conversion ratio than the other feed efficiency traits (ranging from -0.84 to -0.96). RG in the first and latter halves of the fattening period had different genetic correlations with the growth starting point (0.82 and -0.06, respectively) and maturity rate (0.49 and -0.51, respectively) of the Gompertz growth curve parameters, and is strongly dependent on the different fattening periods. Feed efficiency traits in different fattening periods had low genetic correlations with the carcass traits (from -0.05 to 0.19 for RFI; from 0.02 to 0.31 for RG; and from -0.11 to 0.20 for RIG). This study indicated the possibility for genetic improvement through the selection of high-RIG animals to decrease feed intake and increase BW gain without any unfavorable correlated responses affecting mature (asymptotic) weight and carcass grade.
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Affiliation(s)
- Masayuki Takeda
- National Livestock Breeding Center, Nishigo, Fukushima, Japan.,Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi, Japan
| | - Yoshinobu Uemoto
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi, Japan
| | - Keiichi Inoue
- National Livestock Breeding Center, Nishigo, Fukushima, Japan
| | - Atsushi Ogino
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi, Gunma, Japan
| | - Takayoshi Nozaki
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi, Gunma, Japan
| | - Kazuhito Kurogi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Inc., Maebashi, Gunma, Japan
| | - Takanori Yasumori
- Cattle Breeding Department, Livestock Improvement Association of Japan, Inc., Tokyo, Japan
| | - Masahiro Satoh
- Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi, Japan
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15
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Togashi K, Adachi K, Yasumori T, Kurogi K, Nozaki T, Onogi A, Atagi Y, Takahashi T. Effects of selection index coefficients that ignore reliability on economic weights and selection responses during practical selection. Asian-Australas J Anim Sci 2017; 31:19-25. [PMID: 28728392 PMCID: PMC5756918 DOI: 10.5713/ajas.16.0991] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Revised: 04/06/2017] [Accepted: 05/10/2017] [Indexed: 11/27/2022]
Abstract
Objective In practical breeding, selection is often performed by ignoring the accuracy of evaluations and applying economic weights directly to the selection index coefficients of genetically standardized traits. The denominator of the standardized component trait of estimated genetic evaluations in practical selection varies with its reliability. Whereas theoretical methods for calculating the selection index coefficients of genetically standardized traits account for this variation, practical selection ignores reliability and assumes that it is equal to unity for each trait. The purpose of this study was to clarify the effects of ignoring the accuracy of the standardized component trait in selection criteria on selection responses and economic weights in retrospect. Methods Theoretical methods were presented accounting for reliability of estimated genetic evaluations for the selection index composed of genetically standardized traits. Results Selection responses and economic weights in retrospect resulting from practical selection were greater than those resulting from theoretical selection accounting for reliability when the accuracy of the estimated breeding value (EBV) or genomically enhanced breeding value (GEBV) was lower than those of the other traits in the index, but the opposite occurred when the accuracy of the EBV or GEBV was greater than those of the other traits. This trend was more conspicuous for traits with low economic weights than for those with high weights. Conclusion Failure of the practical index to account for reliability yielded economic weights in retrospect that differed from those obtained with the theoretical index. Our results indicated that practical indices that ignore reliability delay genetic improvement. Therefore, selection practices need to account for reliability, especially when the reliabilities of the traits included in the index vary widely.
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Affiliation(s)
- Kenji Togashi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121, Japan
| | - Kazunori Adachi
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041, Japan
| | - Takanori Yasumori
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041, Japan
| | - Kazuhito Kurogi
- Maebashi Institute of Animal Science, Livestock Improvement Association of Japan, Maebashi, Gunma 371-0121, Japan
| | - Takayoshi Nozaki
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041, Japan
| | - Akio Onogi
- Department of Agricultural and Environmental Biology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo 113-8657, Japan
| | - Yamato Atagi
- Department of Agricultural and Environmental Biology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo 113-8657, Japan
| | - Tsutomu Takahashi
- Livestock Improvement Association of Japan, Koto-ku, Tokyo 135-0041, Japan
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Onogi A, Sasaki S, Kobayashi M, Ogino A, Nozaki T, Kurogi K, Yasumori T, Togashi K, Iwata H. A genetic analysis of meat compositions in Japanese Black cattle: Genetic parameters and sex influence. J Anim Breed Genet 2017; 134:373-382. [DOI: 10.1111/jbg.12280] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Accepted: 04/05/2017] [Indexed: 01/22/2023]
Affiliation(s)
- A. Onogi
- Department of Agricultural and Environmental Biology; Graduate School of Agricultural and Life Sciences; The University of Tokyo; Tokyo Japan
| | - S. Sasaki
- Maebashi Institute of Animal Science; Livestock Improvement Association of Japan, Inc.; Maebashi Japan
| | - M. Kobayashi
- Maebashi Institute of Animal Science; Livestock Improvement Association of Japan, Inc.; Maebashi Japan
| | - A. Ogino
- Maebashi Institute of Animal Science; Livestock Improvement Association of Japan, Inc.; Maebashi Japan
| | - T. Nozaki
- Cattle Breeding Department (beef); Livestock Improvement Association of Japan, Inc.; Tokyo Japan
| | - K. Kurogi
- Maebashi Institute of Animal Science; Livestock Improvement Association of Japan, Inc.; Maebashi Japan
| | - T. Yasumori
- Cattle Breeding Department (beef); Livestock Improvement Association of Japan, Inc.; Tokyo Japan
| | - K. Togashi
- Cattle Breeding Department (beef); Livestock Improvement Association of Japan, Inc.; Tokyo Japan
| | - H. Iwata
- Department of Agricultural and Environmental Biology; Graduate School of Agricultural and Life Sciences; The University of Tokyo; Tokyo Japan
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Atagi Y, Onogi A, Kinukawa M, Ogino A, Kurogi K, Uchiyama K, Yasumori T, Adachi K, Togashi K, Iwata H. Genetic analysis of semen production traits of Japanese Black and Holstein bulls: genome-wide marker-based estimation of genetic parameters and environmental effect trends1. J Anim Sci 2017; 95:1900-1912. [DOI: 10.2527/jas.2016.1186] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Atagi Y, Onogi A, Kinukawa M, Ogino A, Kurogi K, Uchiyama K, Yasumori T, Adachi K, Togashi K, Iwata H. Genetic analysis of semen production traits of Japanese Black and Holstein bulls: genome-wide marker-based estimation of genetic parameters and environmental effect trends. J Anim Sci 2017. [DOI: 10.2527/jas2016.1186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Vallejo-Vaz A, Seshasai SK, Kurogi K, Nozue T, Sugiyama S, Tsimikas S, Yoshida H, Ray K. Effects of pitavastatin therapy on glucose, HBA1C and incidence of diabetes mellitus: A meta-analysis of randomized controlled clinical trials in non-diabetic individuals. Atherosclerosis 2015. [DOI: 10.1016/j.atherosclerosis.2015.04.495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Onogi A, Ogino A, Komatsu T, Shoji N, Shimizu K, Kurogi K, Yasumori T, Togashi K, Iwata H. Whole-genome prediction of fatty acid composition in meat of Japanese Black cattle. Anim Genet 2015; 46:557-9. [DOI: 10.1111/age.12300] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2015] [Indexed: 11/30/2022]
Affiliation(s)
- A. Onogi
- Department of Agricultural and Environmental Biology; Graduate School of Agricultural and Life Sciences; The University of Tokyo; Tokyo 113-8657 Japan
| | - A. Ogino
- Maebashi Institute of Animal Science; Livestock Improvement Association of Japan, Inc.; Maebashi 371-0121 Japan
| | - T. Komatsu
- Agricultural Research Center; Ipponmatsu Torigoe Shinjo Yamagata 996-0041 Japan
| | - N. Shoji
- Agricultural Research Center; Ipponmatsu Torigoe Shinjo Yamagata 996-0041 Japan
| | - K. Shimizu
- Maebashi Institute of Animal Science; Livestock Improvement Association of Japan, Inc.; Maebashi 371-0121 Japan
| | - K. Kurogi
- Maebashi Institute of Animal Science; Livestock Improvement Association of Japan, Inc.; Maebashi 371-0121 Japan
| | - T. Yasumori
- Cattle Breeding Department (beef); Livestock Improvement Association of Japan, Inc.; Tokyo 135-0041 Japan
| | - K. Togashi
- Cattle Breeding Department (beef); Livestock Improvement Association of Japan, Inc.; Tokyo 135-0041 Japan
| | - H. Iwata
- Department of Agricultural and Environmental Biology; Graduate School of Agricultural and Life Sciences; The University of Tokyo; Tokyo 113-8657 Japan
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Onogi A, Ogino A, Komatsu T, Shoji N, Simizu K, Kurogi K, Yasumori T, Togashi K, Iwata H. Genomic prediction in Japanese Black cattle: application of a single-step approach to beef cattle. J Anim Sci 2015; 92:1931-8. [PMID: 24782393 DOI: 10.2527/jas.2014-7168] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The implementation of genomic selection for Japanese Black cattle, known for rich marbling of their meat, is now being explored. Although multiple-step methods are often adopted for dairy cattle, they present shortcomings such as bias and loss of information in addition to operational complexity. These can be avoided using single-step genomic BLUP (ssGBLUP) based on the relationship matrix H, which is constructed from the numerator relationship matrix (A) augmented by the genomic relationship matrix (G). This study assessed the use of ssGBLUP for 3 economically important traits in Japanese Black cattle. Three aspects of ssGBLUP that are important for practical use were examined specifically: the mixing proportions of blending G with A, selection of subsets of genotyped animals used for constructing H, and prediction ability for ungenotyped animals. Different mixing proportions were tested to assess the influence of these proportions on variance component estimation and prediction accuracy. For all traits, the highest or nearly highest accuracy was obtained when the adopted mixing proportion provided heritability closest to that inferred based on A. However, the accuracy did not increase greatly under adjustment of the mixing proportion, thereby suggesting that the influence of the mixing proportion on the accuracy was limited. Genotype data of influential bulls showed a greater contribution to accuracy than that of bulls that were less influential. Genotyping animals with phenotypic records increased the accuracy. It can be prioritized over genotyping bulls that are not influential on the population. These results are expected to present good guides to the future expansion of genotyped populations. Even for animals without genotype data but with genotyped sires, ssGBLUP provided more accurate prediction than BLUP did. For both phenotype and breeding value prediction, ssGBLUP provides more accurate prediction than BLUP, suggesting its usefulness in genomic selection in Japanese Black cattle.
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Affiliation(s)
- A Onogi
- Department of Agricultural and Environmental Biology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo 113-8657, Japan
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Onogi A, Ogino A, Komatsu T, Shoji N, Simizu K, Kurogi K, Yasumori T, Togashi K, Iwata H. Genomic prediction in Japanese Black cattle: application of a single-step approach to beef cattle. J Anim Sci 2014. [DOI: 10.2527/jas.2013-7168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Kawaguchi Y, Teramoto T, Fujikawa Y, Kurogi K, Soejima M, Adachi R, Nakanishi Y, Mishiro-Sato E, Liu MC, Sakakibara Y, Suiko M, Kimura M, Kakuta Y. Crystal structure of human tyrosylprotein sulfotransferase. Acta Crystallogr A 2011. [DOI: 10.1107/s0108767311089227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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24
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Ito D, Koshino I, Arashiki N, Adachi H, Tomihari M, Tamahara S, Kurogi K, Amano T, Ono KI, Inaba M. Ubiquitylation-independent ER-associated degradation of an AE1 mutant associated with dominant hereditary spherocytosis in cattle. J Cell Sci 2006; 119:3602-12. [PMID: 16912075 DOI: 10.1242/jcs.03101] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Various mutations in the AE1 (anion exchanger 1, band 3) gene cause dominant hereditary spherocytosis, a common congenital hemolytic anemia associated with deficiencies of AE1 of different degrees and loss of mutant protein from red blood cell membranes. To determine the mechanisms underlying decreases in AE1 protein levels, we employed K562 and HEK293 cell lines and Xenopus oocytes together with bovine wild-type AE1 and an R664X nonsense mutant responsible for dominant hereditary spherocytosis to analyze protein expression, turnover, and intracellular localization. R664X-mutant protein underwent rapid degradation and caused specifically increased turnover and impaired trafficking to the plasma membrane of the wild-type protein through hetero-oligomer formation in K562 cells. Consistent with those observations, co-expression of mutant and wild-type AE1 reduced anion transport by the wild-type protein in oocytes. Transfection studies in K562 and HEK293 cells revealed that the major pathway mediating degradation of both R664X and wild-type AE1 employed endoplasmic reticulum (ER)-associated degradation through the proteasomal pathway. Proteasomal degradation of R664X protein appeared to be independent of both ubiquitylation and N-glycosylation, and aggresome formation was not observed following proteasome inhibition. These findings indicate that AE1 R664X protein, which is associated with dominant hereditary spherocytosis, has a dominant-negative effect on the expression of wild-type AE1.
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Affiliation(s)
- Daisuke Ito
- Laboratory of Molecular Medicine, Department of Veterinary Clinical Sciences, Graduate School of Veterinary Medicine, Hokkaido University, Sapporo 060-0818, Japan
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25
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Hino M, Kurogi K, Okubo MA, Murata-Hori M, Hosoya H. Small heat shock protein 27 (HSP27) associates with tubulin/microtubules in HeLa cells. Biochem Biophys Res Commun 2000; 271:164-9. [PMID: 10777697 DOI: 10.1006/bbrc.2000.2553] [Citation(s) in RCA: 81] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
One of the monoclonal antibodies raised against mitotic HeLa cells (termed as mH3) recognized a 27-kDa protein and stained microtubules in the mitotic spindles of HeLa cells. Immunoscreening of a HeLa cDNA library revealed that mH3 antigen is a small heat shock protein, HSP27. Immunoprecipitation analysis using mH3 suggested that both alpha- and beta-tubulin are associated with HSP27. Further, sucrose-cushioned ultra centrifugation revealed that HSP27 is co-sedimented with taxol-stabilized microtubules. These results indicate that HSP27 associates with tubulin/microtubules in HeLa cells.
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Affiliation(s)
- M Hino
- Department of Biological Science, Faculty of Science, Hiroshima University, Higashi-Hiroshima, 739-8526, Japan
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26
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Matsui H, Taga M, Kurogi K, Hiraga M, Suyama K, Ohkouchi C, Minaguchi H. Biological action of keratinocyte growth factor in BeWo cells, a human choriocarcinoma cell line. J Endocrinol Invest 2000; 23:19-22. [PMID: 10698046 DOI: 10.1007/bf03343670] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Previously, we reported that the expression of keratinocyte growth factor (KGF) is enhanced in secretory phase endometrial and decidual cells in early pregnancy as compared with the expression of KGF in proliferative phase endometrial cells, in humans. In order to clarify the role of KGF in embryo-endometrial interaction, we analyzed the in vitro effect of KGF on the human chorionic gonadotropin (hCG) secretion and on DNA synthesis in chorionic villi which are in close contact with the endometrium/decidua in the early stage of pregnancy. In this study, we used the BeWo cell line, a human choriocarcinoma cell line that possesses the biological features of secreting various placental hormones including hCG. Furthermore, we investigated the expression of KGF receptor (KGF-R) in these cells. KGF significantly stimulated hCG secretion in cultured BeWo cells but did not affect [3H]-thymidine incorporation. KGF-R mRNA was detected in BeWo cells by reverse transcriptase-polymerase chain reaction. These results suggest that the expression of KGF, which is induced in endometrial/decidual cells by progesterone, plays an important role in the embryo-endometrial/ decidual interaction by stimulating hCG secretion rather than affecting cell proliferation.
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Affiliation(s)
- H Matsui
- Department of Obstetrics and Gynecology, Yokohama City University School of Medicine, Yokohama, Japan
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27
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Abstract
Functioning ovarian carcinoid tumors are well known to cause carcinoid syndrome. Recently, strumal and trabecular ovarian carcinoid tumors are reported to cause severe constipation possibly because of tumor-producing peptide YY (PYY). We studied a case of primary ovarian strumal carcinoid who had had severe constipation until the tumor was removed by surgical operation. Immunohistochemically, many tumor cells were strongly positive for PYY. By Northern blot and reverse transcription polymerase chain reaction analyses, PYY mRNA was expressed in a complete form as detected in normal human colon mucosa. From these findings, an ovarian strumal carcinoid is strongly suggested to express complete PYY mRNA and therefore complete PYY protein that results in severe constipation.
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Affiliation(s)
- H Shigeta
- Department of Obstetrics, Yokohama City University School of Medicine, Japan
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28
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Matsui H, Suyama K, Kurogi K, Taga M, Minaguchi H. Keratinocyte growth factor stimulates the human chorionic gonadotropin secretion in the bewo, choriocarcinoma cell line. Placenta 1998. [DOI: 10.1016/s0143-4004(98)91260-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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29
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Abstract
Gonadotropin-releasing hormone (GnRH) has been reported to exist in extrahypothalamic tissues such as the placenta, gonads and mammary glands. While we have reported the presence of GnRH-mRNA in the rodent uterus, there have been no reports concerning gene expression of GnRH and its receptor (GnRH-R) in human endometrial tissue. In order to investigate the role of GnRH as a local regulator in the human endometrium, we examined the gene for GnRH and GnRH-R in non-pregnant endometrium and decidua of early pregnancy. Using reverse transcriptase-polymerase chain reaction (RT-PCR) and Southern blot analysis we found GnRH-mRNA but not GnRH-R-mRNA transcripts in the human endometrium and decidua at 7-9 weeks gestation. This is the first report that suggests GnRH gene expression in the human endometrium/decidua.
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Affiliation(s)
- M Ikeda
- Department of Obstetrics and Gynecology, Yokohama City University School of Medicine, Yokohama, Japan
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30
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Abstract
Keratinocyte growth factor (KGF) is secreted from mesenchymal fibroblasts and has a mitogenic specificity for epithelial cells in a paracrine fashion. In order to clarify the biological significance of KGF in the human endometrium which undergoes dynamic changes under the influence of sex steroid hormone, we investigated the gene expressions of KGF and its receptor (KGF-R) in the human endometrium in various sex steroid hormone milieus and chorionic villi, by RT-PCR and Northern blot hybridization. The secretory phase endometrium had a KGF mRNA level 10-fold greater than that of the proliferative phase endometrium. Similarly abundant KGF mRNA was found in decidua and pseudopregnant endometrium compared with proliferative phase endometrium. The KGF-R mRNA was detected by RT-PCR in chorionic villi from early pregnancy. These results indicate that the gene for KGF expressed in the human endometrium is mainly regulated by progesterone and that KGF might have a role in the interaction between decidua and chorion in early pregnancy in man.
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Affiliation(s)
- H Matsui
- Department of Obstetrics and Gynecology, Yokohama City University School of Medicine, Yokohama, Japan
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31
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Saji M, Taga M, Matsui H, Suyama K, Kurogi K, Minaguchi H. Gene expression and specific binding of platelet-derived growth factor and its effect on DNA synthesis in human decidual cells. Mol Cell Endocrinol 1997; 132:73-80. [PMID: 9324048 DOI: 10.1016/s0303-7207(97)00122-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
To clarify the biological significance of platelet-derived growth factor (PDGF) in human decidual cell function, which is important for the maintenance of pregnancy, we investigated gene expression of the PDGF subunits, PDGF-A and PDGF-B, specific binding of the PDGF isoform, and the effect of PDGF dimers on DNA synthesis in human decidual cells. We detected in decidua from early pregnancy the expected DNA bands of PDGF-A and PDGF-B by reverse transcriptase-polymerase chain reaction (RT-PCR) as well as mRNAs of each PDGF subunit by Northern blot hybridization, demonstrating that both PDGF subunits exist in this tissue. Scatchard plot analysis showed that decidual cells had both PDGF-alpha and PDGF-beta receptors. PDGF-AA, -AB and -BB stimulated [3H]-thymidine incorporation in cultured decidual cells in a dose-dependent manner. These results indicate the importance of PDGF in human decidua.
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Affiliation(s)
- M Saji
- Department of Obstetrics and Gynecology, Yokohama City University School of Medicine, Yokohama, Japan
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32
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Sakakibara H, Taga M, Ikeda M, Kurogi K, Minaguchi H. Continuous stimulation of gonadotropin-releasing hormone (GnRH) receptors by GnRH agonist decreases pituitary GnRH receptor messenger ribonucleic acid concentration in immature female rats. Endocr J 1996; 43:115-8. [PMID: 8732461 DOI: 10.1507/endocrj.43.115] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Although it is well recognized that continuous administration of gonadotropin-releasing hormone agonist (GnRHa) induces pituitary desensitization, the precise molecular mechanism of this phenomenon is still unclear. To test the hypothesis that pituitary gonadotroph desensitization is mediated by a change in GnRH receptor (GnRH-R) gene expression, the GnRH-R mRNA concentration was analyzed in immature female rats during GnRHa treatment. Northern blot hybridization was used to determine the GnRH-R mRNA concentration several times after an injection of TAP-144-SR, a slow releasing GnRHa. The GnRH-R mRNA readings were 92.7 +/- 9.5%, 49.9 +/- 5.0%, 35.7 +/- 2.3% and 73.8 +/- 5.7% (Mean +/- SD) compared to each control value at 1, 2, 4 and 8 weeks, respectively, after a single injection of 0.94 mg TAP-144 SR. These changes in GnRH-R mRNA coincided with the changes in gonadotropin secretion and LH-beta mRNA in response to GnRH in the results of our previous report. The present results indicate that the reduction of the number of pituitary GnRH-R sites induced by continuous stimulation with GnRHa is regulated at a transcriptional level.
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Affiliation(s)
- H Sakakibara
- Department of Obstetrics and Gynecology, Yokohama City University School of Medicine, Japan
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