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Effects of additional electrical stimulation and pre-rigor conditioning temperature on the ageing potential of hot-boned bovine muscles. 额外电刺激和预严格调节温度对热骨牛肌肉老化潜力的影响。
IF 2.2 2区 农林科学 Pub Date : 2020-10-01 Epub Date: 2019-12-24 DOI: 10.5713/ajas.19.0788
Prabhu Balan, Mustafa M Farouk, Maryann Staincliffe, Adam D Stuart, Robert Kemp, Cameron Craigie

Objective: The aim of this study is to characterize the impact of additional electrical stimulation (AES) and various pre-rigor holding temperatures (for 3 h) on the ageing-potential of hot boned bovine M. longissimus lumborum (LL).

Methods: Paired LL loins from 12 bulls were hot-boned within 40 min of slaughter, immediate AES applied and subjected to various holding temperatures (5°C, 15°C, 25°C, and 35°C) for 3 h.

Results: AES did not accelerate the rate of rigor attainment, but the 3 h pre-rigor holding temperature did. Shear force values decreased as the pre-rigor holding temperatures increased. AES and holding for 3 h (at 25°C) resulted in higher water-holding capacity.

Conclusion: Data confirmed that AES did not influence the various meat quality parameters in the present study, but pre-rigor holding temperature (25°C) alone or in combination with AES resulted in superior meat quality.

目的:本研究的目的是表征额外电刺激(AES)和不同的预严格保温温度(3小时)对热骨牛腰最长肌(LL)老化电位的影响。方法:在屠宰后40分钟内,对12头公牛的腰肉进行热剔,立即应用AES并进行不同温度(5°C, 15°C, 25°C和35°C)保温3小时。结果:AES没有加速达到严格性的速度,但3小时前的严格性保温温度有。剪切力值随着预保温温度的升高而降低。AES和保温3小时(在25°C下)可以提高保水能力。结论:数据证实,AES在本研究中对肉质各项参数没有影响,但单独或联合采用25°C的预严格保温温度可以获得更好的肉质。
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引用次数: 0
Dietary lysophospholipids supplementation inhibited the activity of lipolytic bacteria in forage with high oil diet: an in vitro study. 饲料中添加溶血磷脂抑制高油饲料中溶脂菌活性的体外研究。
IF 2.2 2区 农林科学 Pub Date : 2020-10-01 Epub Date: 2020-02-25 DOI: 10.5713/ajas.19.0850
Hanbeen Kim, Byeongwoo Kim, Seongkeun Cho, Inhyuk Kwon, Jakyeom Seo

Objective: The objective of this study was to evaluate the effects of lysophospholipids (LPL) supplementation on rumen fermentation, degradability, and microbial diversity in forage with high oil diet in an in vitro system.

Methods: Four experimental treatments were used: i) annual ryegrass (CON), ii) 93% annual ryegrass +7% corn oil on a dry matter (DM) basis (OiL), iii) OiL with a low level (0.08% of dietary DM) of LPL (LLPL), and iv) OiL with a high level (0.16% of dietary DM) of LPL (HLPL). An in vitro fermentation experiment was performed using strained rumen fluid for 48 h incubations. In vitro DM degradability (IVDMD), in vitro neutral detergent fiber degradability, pH, ammonia nitrogen (NH3-N), volatile fatty acid (VFA), and microbial diversity were estimated.

Results: There was no significant change in IVDMD, pH, NH3-N, and total VFA production among treatments. The LPL supplementation significantly increased the proportion of butyrate and valerate (Linear effect [Lin], p = 0.004 and <0.001, respectively). The LPL supplementation tended to increase the total bacteria in a linear manner (p = 0.089). There were significant decreases in the relative proportions of cellulolytic (Fibrobacter succinogenes and Ruminococcus albus) and lipolytic (Anaerovibrio lipolytica and Butyrivibrio proteoclasticus) bacteria with increasing levels of LPL supplementation (Lin, p = 0.028, 0.006, 0.003, and 0.003, respectively).

Conclusion: The LPL supplementation had antimicrobial effects on several cellulolytic and lipolytic bacteria, with no significant difference in nutrient degradability (DM and neutral detergent fiber) and general bacterial counts, suggesting that LPL supplementation might increase the enzymatic activity of rumen bacteria. Therefore, LPL supplementation may be more effective as an antimicrobial agent rather than as an emulsifier in the rumen.

目的:本试验旨在研究在体外系统中添加溶血磷脂(LPL)对高油饲粮饲料瘤胃发酵、可降解性和微生物多样性的影响。方法:采用4种试验处理:1)一年生黑麦草(CON), 2) 93%一年生黑麦草+7%玉米油(oil), 3)低水平(占饲粮DM的0.08%)LPL油(LLPL), 4)高水平(占饲粮DM的0.16%)LPL油(HLPL)。采用培养瘤胃液进行体外发酵实验,培养48 h。测定体外DM降解率(IVDMD)、体外中性洗涤纤维降解率、pH、氨氮(NH3-N)、挥发性脂肪酸(VFA)和微生物多样性。结果:不同处理间IVDMD、pH、NH3-N、总VFA产量无显著变化。添加LPL显著提高了瘤胃中丁酸盐和戊酸盐的比例(线性效应[Lin], p = 0.004)。结论:添加LPL对几种纤维素分解菌和脂肪分解菌有抗菌作用,但对营养物质降解率(DM和中性洗涤纤维)和一般细菌数量无显著影响,提示添加LPL可能提高了瘤胃细菌的酶活性。因此,在瘤胃中,添加LPL作为抗菌剂可能比作为乳化剂更有效。
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引用次数: 9
Effects of husbandry systems and Chinese indigenous chicken strain on cecum microbial diversity. 饲养制度和中国地方鸡品系对盲肠微生物多样性的影响。
IF 2.2 2区 农林科学 Pub Date : 2020-10-01 Epub Date: 2019-10-21 DOI: 10.5713/ajas.19.0157
Xiuxue Dong, Bing Hu, Wenlong Wan, Yanzhang Gong, Yanping Feng

Objective: This study was to evaluate the effect of husbandry systems and strains on cecum microbial diversity of Jingyang chickens under the same dietary conditions.

Methods: A total of 320 laying hens (body weight, 1.70±0.15 kg; 47 weeks old) were randomly allocated to one of the four treatments: i) Silver-feathered hens in enrichment cages (SEC) with an individual cage (70×60×75 cm), ii) Silver-feathered hens in free range (SFR) with the stocking density of 1.5 chickens per ten square meters, iii) Gold-feathered hens in enrichment cages (GEC), iv) Gold-feathered hens in free range (GFR). The experiment lasted 8 weeks and the cecum fecal samples were collected for 16S rDNA high throughput sequencing at the end of experiment.

Results: i) The core microbiota was composed of Bacteroidetes (49% to 60%), Firmicutes (21% to 32%) and Proteobacteria (2% to 4%) at the phylum level. ii) The core bacteria were Bacteroides (26% to 31%), Rikenellaceae (9% to 16%), Parabacteroides (2% to 5%) and Lachnoclostridium (2% to 6%) at the genus level. iii) The indexes of operational taxonomic unit, Shannon, Simpson and observed species were all higher in SFR group than in SEC group while in GEC group than in GFR group, with SFR group showing the greatest diversity of cecum microorganisms among the four groups. iv) The clustering result was consistent with the strain classification, with a similar composition of cecum bacteria in the two strains of laying hens.

Conclusion: The core microbiota were not altered by husbandry systems or strains. The free-range system increased the diversity of cecal microbes only for silver feathered hens. However, the cecum microbial composition was similar in two strain treatments under the same dietary conditions.

目的:研究相同饲粮条件下不同饲养制度和菌株对京阳鸡盲肠微生物多样性的影响。方法:选取320只蛋鸡(体重1.70±0.15 kg;将47周龄的雏鸡随机分配到4个处理中:1)富集笼(SEC)中的银羽鸡,单个笼(70×60×75 cm), 2)放养银羽鸡(SFR),放养密度为1.5只/ 10平方米,3)富集笼(GEC)中的金羽鸡,4)自由放养的金羽鸡(GFR)。实验持续8周,实验结束时采集盲肠粪便样本进行16S rDNA高通量测序。结果:i)核心菌群在门水平上由拟杆菌门(49% ~ 60%)、厚壁菌门(21% ~ 32%)和变形菌门(2% ~ 4%)组成。ii)核心菌属为拟杆菌科(Bacteroides)(26% ~ 31%)、里氏杆菌科(Rikenellaceae)(9% ~ 16%)、副杆菌科(Parabacteroides)(2% ~ 5%)和Lachnoclostridium(2% ~ 6%)。iii) SFR组的操作分类学单位指数、Shannon指数、Simpson指数和观察物种指数均高于SEC组,GEC组高于GFR组,其中SFR组的盲肠微生物多样性在4组中最高。iv)聚类结果与菌株分类一致,两株蛋鸡盲肠细菌组成相似。结论:核心菌群不受饲养制度和菌种的影响。散养系统只增加了银羽鸡盲肠微生物的多样性。然而,在相同的饲粮条件下,两菌株处理的盲肠微生物组成相似。
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引用次数: 2
LIMK1/2 are required for actin filament and cell junction assembly in porcine embryos developing in vitro. LIMK1/2是体外发育猪胚胎肌动蛋白丝和细胞连接组装所必需的。
IF 2.2 2区 农林科学 Pub Date : 2020-10-01 Epub Date: 2020-01-13 DOI: 10.5713/ajas.19.0744
Jeongwoo Kwon, Min-Jung Seong, Xuanjing Piao, Yu-Jin Jo, Nam-Hyung Kim

Objective: This study was conducted to investigate the roles of LIM kinases (LIMK1 and LIMK2) during porcine early embryo development. We checked the mRNA expression patterns and localization of LIMK1/2 to evaluate their characterization. We further explored the function of LIMK1/2 in developmental competence and their relationship between actin assembly and cell junction integrity, specifically during the first cleavage and compaction.

Methods: Pig ovaries were transferred from a local slaughterhouse within 1 h and cumulus oocyte complexes (COCs) were collected. COCs were matured in in vitro maturation medium in a CO2 incubator. Metaphase II oocytes were activated using an Electro Cell Manipulator 2001 and microinjected to insert LIMK1/2 dsRNA into the cytoplasm. To confirm the roles of LIMK1/2 during compaction and subsequent blastocyst formation, we employed a LIMK inhibitor (LIMKi3).

Results: LIMK1/2 was localized in cytoplasm in embryos and co-localized with actin in cell-to-cell boundaries after the morula stage. LIMK1/2 knockdown using LIMK1/2 dsRNA significantly decreased the cleavage rate, compared to the control group. Protein levels of E-cadherin and β-catenin, present in adherens junctions, were reduced at the cell-to-cell boundaries in the LIMK1/2 knockdown embryos. Embryos treated with LIMKi3 at the morula stage failed to undergo compaction and could not develop into blastocysts. Actin intensity at the cortical region was considerably reduced in LIMKi3-treated embryos. LIMKi3-induced decrease in cortical actin levels was attributed to the disruption of adherens junction and tight junction assembly. Phosphorylation of cofilin was also reduced in LIMKi3-treated embryos.

Conclusion: The above results suggest that LIMK1/2 is crucial for cleavage and compaction through regulation of actin organization and cell junction assembly.

目的:探讨LIM激酶(LIMK1和LIMK2)在猪早期胚胎发育中的作用。我们检查了LIMK1/2的mRNA表达模式和定位来评估它们的特性。我们进一步探讨了LIMK1/2在发育能力中的功能,以及它们在肌动蛋白组装和细胞连接完整性之间的关系,特别是在第一次切割和压实过程中。方法:1 h内从当地屠宰场转移猪卵巢,收集卵母细胞积云复合物(COCs)。COCs在CO2培养箱中体外成熟培养基中成熟。使用Electro Cell Manipulator 2001激活中期II卵母细胞并进行微注射,将LIMK1/2 dsRNA插入细胞质中。为了确认LIMK1/2在压实和囊胚形成过程中的作用,我们使用了LIMK抑制剂(LIMKi3)。结果:LIMK1/2在胚胎时定位于细胞质中,在桑葚胚期后与肌动蛋白在细胞间边界共定位。与对照组相比,使用LIMK1/2 dsRNA敲除LIMK1/2显著降低了切割率。在LIMK1/2敲低的胚胎中,粘附连接中存在的E-cadherin和β-catenin的蛋白水平在细胞间边界处降低。在桑葚胚期用LIMKi3处理的胚胎不能被压实,不能发育成囊胚。limki3处理的胚胎皮质区肌动蛋白强度显著降低。limki3诱导的皮质肌动蛋白水平下降归因于粘附连接和紧密连接组装的破坏。在limki3处理的胚胎中,cofilin的磷酸化也减少了。结论:上述结果表明,LIMK1/2通过调节肌动蛋白组织和细胞连接组装,对细胞的切割和压实至关重要。
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引用次数: 3
Estimation of carcass weight of Hanwoo (Korean native cattle) as a function of body measurements using statistical models and a neural network. 用统计模型和神经网络估计韩宇牛胴体重作为身体测量的函数。
IF 2.2 2区 农林科学 Pub Date : 2020-10-01 Epub Date: 2019-12-24 DOI: 10.5713/ajas.19.0748
Dae-Hyun Lee, Seung-Hyun Lee, Byoung-Kwan Cho, Collins Wakholi, Young-Wook Seo, Soo-Hyun Cho, Tae-Hwan Kang, Wang-Hee Lee

Objective: The objective of this study was to develop a model for estimating the carcass weight of Hanwoo cattle as a function of body measurements using three different modeling approaches: i) multiple regression analysis, ii) partial least square regression analysis, and iii) a neural network.

Methods: Data from a total of 134 Hanwoo cattle were obtained from the National Institute of Animal Science in South Korea. Among the 372 variables in the raw data, 20 variables related to carcass weight and body measurements were extracted to use in multiple regression, partial least square regression, and an artificial neural network to estimate the cold carcass weight of Hanwoo cattle by any of seven body measurements significantly related to carcass weight or by all 19 body measurement variables. For developing and training the model, 100 data points were used, whereas the 34 remaining data points were used to test the model estimation.

Results: The R2 values from testing the developed models by multiple regression, partial least square regression, and an artificial neural network with seven significant variables were 0.91, 0.91, and 0.92, respectively, whereas all the methods exhibited similar R2 values of approximately 0.93 with all 19 body measurement variables. In addition, relative errors were within 4%, suggesting that the developed model was reliable in estimating Hanwoo cattle carcass weight. The neural network exhibited the highest accuracy.

Conclusion: The developed model was applicable for estimating Hanwoo cattle carcass weight using body measurements. Because the procedure and required variables could differ according to the type of model, it was necessary to select the best model suitable for the system with which to calculate the model.

目的:利用多元回归分析、偏最小二乘回归分析和神经网络三种不同的建模方法,建立汉宇牛胴体重随体型变化的模型。方法:数据来自韩国国立动物科学研究所共134头韩宇牛。在原始数据的372个变量中,提取了20个与胴体重和体尺相关的变量,利用多元回归、偏最小二乘回归和人工神经网络,通过与胴体重显著相关的7个体尺中的任意一个或全部19个体尺变量来估计韩雨牛的冷胴体重。为了开发和训练模型,使用了100个数据点,而剩余的34个数据点用于测试模型估计。结果:多元回归、偏最小二乘回归和人工神经网络7个显著变量检验模型的R2值分别为0.91、0.91和0.92,而所有方法对19个体重测量变量的R2值相近,均在0.93左右。此外,相对误差在4%以内,表明所建立的模型对估算韩宇牛胴体重是可靠的。神经网络的准确率最高。结论:所建立的模型适用于汉宇牛胴体体重的测量。由于程序和所需的变量可能根据模型的类型而有所不同,因此有必要选择最适合系统的模型来计算模型。
{"title":"Estimation of carcass weight of Hanwoo (Korean native cattle) as a function of body measurements using statistical models and a neural network.","authors":"Dae-Hyun Lee,&nbsp;Seung-Hyun Lee,&nbsp;Byoung-Kwan Cho,&nbsp;Collins Wakholi,&nbsp;Young-Wook Seo,&nbsp;Soo-Hyun Cho,&nbsp;Tae-Hwan Kang,&nbsp;Wang-Hee Lee","doi":"10.5713/ajas.19.0748","DOIUrl":"https://doi.org/10.5713/ajas.19.0748","url":null,"abstract":"<p><strong>Objective: </strong>The objective of this study was to develop a model for estimating the carcass weight of Hanwoo cattle as a function of body measurements using three different modeling approaches: i) multiple regression analysis, ii) partial least square regression analysis, and iii) a neural network.</p><p><strong>Methods: </strong>Data from a total of 134 Hanwoo cattle were obtained from the National Institute of Animal Science in South Korea. Among the 372 variables in the raw data, 20 variables related to carcass weight and body measurements were extracted to use in multiple regression, partial least square regression, and an artificial neural network to estimate the cold carcass weight of Hanwoo cattle by any of seven body measurements significantly related to carcass weight or by all 19 body measurement variables. For developing and training the model, 100 data points were used, whereas the 34 remaining data points were used to test the model estimation.</p><p><strong>Results: </strong>The R2 values from testing the developed models by multiple regression, partial least square regression, and an artificial neural network with seven significant variables were 0.91, 0.91, and 0.92, respectively, whereas all the methods exhibited similar R2 values of approximately 0.93 with all 19 body measurement variables. In addition, relative errors were within 4%, suggesting that the developed model was reliable in estimating Hanwoo cattle carcass weight. The neural network exhibited the highest accuracy.</p><p><strong>Conclusion: </strong>The developed model was applicable for estimating Hanwoo cattle carcass weight using body measurements. Because the procedure and required variables could differ according to the type of model, it was necessary to select the best model suitable for the system with which to calculate the model.</p>","PeriodicalId":8558,"journal":{"name":"Asian-Australasian Journal of Animal Sciences","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7463082/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37639193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 13
Genomic partitioning of growth traits using a high-density single nucleotide polymorphism array in Hanwoo (Korean cattle). 利用高密度单核苷酸多态性阵列对韩国牛生长性状进行基因组划分。
IF 2.2 2区 农林科学 Pub Date : 2020-10-01 Epub Date: 2020-01-13 DOI: 10.5713/ajas.19.0699
Mi Na Park, Dongwon Seo, Ki-Yong Chung, Soo-Hyun Lee, Yoon-Ji Chung, Hyo-Jun Lee, Jun-Heon Lee, Byoungho Park, Tae-Jeong Choi, Seung-Hwan Lee

Objective: The objective of this study was to characterize the number of loci affecting growth traits and the distribution of single nucleotide polymorphism (SNP) effects on growth traits, and to understand the genetic architecture for growth traits in Hanwoo (Korean cattle) using genome-wide association study (GWAS), genomic partitioning, and hierarchical Bayesian mixture models.

Methods: GWAS: A single-marker regression-based mixed model was used to test the association between SNPs and causal variants. A genotype relationship matrix was fitted as a random effect in this linear mixed model to correct the genetic structure of a sire family. Genomic restricted maximum likelihood and BayesR: A priori information included setting the fixed additive genetic variance to a pre-specified value; the first mixture component was set to zero, the second to 0.0001×σ_g^2, the third 0.001 × σ_g^2, d the fourth to 0.01 × σ_g^2. BayesR fixed a priori information was not more than 1% of the genetic variance for each of the SNPs affecting the mixed distribution.

Results: The GWAS revealed common genomic regions of 2 Mb on bovine chromosome 14 (BTA14) and 3 had a moderate effect that may contain causal variants for body weight at 6, 12, 18, and 24 months. This genomic region explained approximately 10% of the variance against total additive genetic variance and body weight heritability at 12, 18, and 24 months. BayesR identified the exact genomic region containing causal SNPs on BTA14, 3, and 22. However, the genetic variance explained by each chromosome or SNP was estimated to be very small compared to the total additive genetic variance. Causal SNPs for growth trait on BTA14 explained only 0.04% to 0.5% of the genetic variance.

Conclusion: Segregating mutations have a moderate effect on BTA14, 3, and 19; many other loci with small effects on growth traits at different ages were also identified.

目的:利用全基因组关联研究(GWAS)、基因组划分和层次贝叶斯混合模型,研究影响生长性状的基因座数量和单核苷酸多态性(SNP)对生长性状的影响分布,了解韩牛生长性状的遗传结构。方法:GWAS:采用基于单标记回归的混合模型检验snp与因果变异之间的相关性。在此线性混合模型中,拟合基因型关系矩阵作为随机效应来校正一个父系家族的遗传结构。基因组限制最大似然和贝叶斯比:先验信息包括将固定的加性遗传方差设置为预先指定的值;第一个混合分量为0,第二个为0.0001×σ_g^2,第三个为0.001 ×σ_g^2,第四个为0.01 ×σ_g^2。对于影响混合分布的每个snp, BayesR固定的先验信息不超过遗传方差的1%。结果:GWAS显示牛14号染色体(BTA14)和3号染色体上2mb的共同基因组区域具有中等影响,可能包含6、12、18和24个月体重的因果变异。在12、18和24个月时,该基因组区域解释了总加性遗传方差和体重遗传力的大约10%的方差。BayesR确定了包含BTA14、3和22的因果snp的确切基因组区域。然而,估计每条染色体或SNP解释的遗传变异与总加性遗传变异相比非常小。BTA14生长性状的单核苷酸多态性只能解释0.04% ~ 0.5%的遗传变异。结论:分离突变对BTA14、3和19的影响中等;还发现了许多其他对不同年龄的生长性状影响较小的位点。
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引用次数: 1
Summer season temperature-humidity index threshold for infrared thermography in Hanwoo (Bos taurus coreanae) heifers. 韩宇(Bos taurus coreanae)小母牛夏季红外热成像温湿指数阈值。
IF 2.2 2区 农林科学 Pub Date : 2020-10-01 Epub Date: 2020-01-13 DOI: 10.5713/ajas.19.0762
Na Yeon Kim, Sang Ho Moon, Seong Jin Kim, Eun Kyung Kim, Mirae Oh, Yujiao Tang, Se Young Jang

Objective: The study sought to estimate the relationship between body surface temperature (BST) and temperature humidity index (THI) and to present the validity of THI as a heat stress index in the field.

Methods: Eight Hanwoo heifers (20 to 32 month) were examined in a field trial, with a space allowance of 10 m2 per head. The BST was measured using an infrared thermographic camera. The BST of five body regions (eyes, hindquarters, nose, part of horns, and ears), ambient temperature (AT), and relative humidity (RH) were measured 7 times daily (07, 09, 11, 13, 15, 17, and 19 h) during each season with three replicates.

Results: The THI ranged 34.0 to 56.9 during spring (AT, -1.0°C to 13.4°C), 75.1 to 84.7 during summer (AT, 24.9°C to 33.6°C), 55.8 to 70.9 during autumn (AT, 13.0°C to 26.0°C) and 17.5 to 39.2 during winter (AT, -10.4°C to 1.0°C). In the regression analysis, the coefficient of determination (R2) between THI and BST was 0.88, 0.72, 0.83, 0.86, and 0.85 for the eyes, hindquarters, nose, part of horn, and ears area, respectively. This indicates that BST has a strong correlation with AT and RH. Expression equations were estimated as Y (THI) = 31.54+0.1085X (BST of eyes) and Y (THI) = 30.48+0.1147X (BST of hindquarters) by simple linear regression analysis in this experiment.

Conclusion: Consequently, the upper bound for heat stress estimation can be specified ranging from THI of 65 (eyes) to 70 (hindquarters). From this we can expect a precise feeding system for Korean native cattle in the field.

目的:研究体表温度(BST)与温度湿度指数(THI)之间的关系,并验证THI作为野外热应激指标的有效性。方法:8头20 ~ 32月龄的韩宇小母牛进行田间试验,每头猪舍面积为10 m2。BST采用红外热像仪测量。在每个季节,每天7次(07、09、11、13、15、17和19 h)测量5个身体部位(眼、后躯、鼻、部分角和耳)的BST、环境温度和相对湿度(RH),共3个重复。结果:春季(AT, -1.0℃~ 13.4℃)THI为34.0 ~ 56.9,夏季(AT, 24.9℃~ 33.6℃)THI为75.1 ~ 84.7,秋季(AT, 13.0℃~ 26.0℃)THI为55.8 ~ 70.9,冬季(AT, -10.4℃~ 1.0℃)THI为17.5 ~ 39.2。在回归分析中,眼睛、后腿、鼻子、部分角和耳朵区域的THI与BST的决定系数(R2)分别为0.88、0.72、0.83、0.86和0.85。这表明BST与AT和RH有很强的相关性。通过简单的线性回归分析,本实验的表达方程为Y (THI) = 31.54+0.1085X(眼睛BST)和Y (THI) = 30.48+0.1147X(后腿BST)。结论:因此,热应力估计的上限可以在THI 65(眼睛)到70(后腿)之间指定。由此,我们可以期待在田地里为韩国本土牛提供精确的喂养系统。
{"title":"Summer season temperature-humidity index threshold for infrared thermography in Hanwoo (Bos taurus coreanae) heifers.","authors":"Na Yeon Kim,&nbsp;Sang Ho Moon,&nbsp;Seong Jin Kim,&nbsp;Eun Kyung Kim,&nbsp;Mirae Oh,&nbsp;Yujiao Tang,&nbsp;Se Young Jang","doi":"10.5713/ajas.19.0762","DOIUrl":"https://doi.org/10.5713/ajas.19.0762","url":null,"abstract":"<p><strong>Objective: </strong>The study sought to estimate the relationship between body surface temperature (BST) and temperature humidity index (THI) and to present the validity of THI as a heat stress index in the field.</p><p><strong>Methods: </strong>Eight Hanwoo heifers (20 to 32 month) were examined in a field trial, with a space allowance of 10 m2 per head. The BST was measured using an infrared thermographic camera. The BST of five body regions (eyes, hindquarters, nose, part of horns, and ears), ambient temperature (AT), and relative humidity (RH) were measured 7 times daily (07, 09, 11, 13, 15, 17, and 19 h) during each season with three replicates.</p><p><strong>Results: </strong>The THI ranged 34.0 to 56.9 during spring (AT, -1.0°C to 13.4°C), 75.1 to 84.7 during summer (AT, 24.9°C to 33.6°C), 55.8 to 70.9 during autumn (AT, 13.0°C to 26.0°C) and 17.5 to 39.2 during winter (AT, -10.4°C to 1.0°C). In the regression analysis, the coefficient of determination (R2) between THI and BST was 0.88, 0.72, 0.83, 0.86, and 0.85 for the eyes, hindquarters, nose, part of horn, and ears area, respectively. This indicates that BST has a strong correlation with AT and RH. Expression equations were estimated as Y (THI) = 31.54+0.1085X (BST of eyes) and Y (THI) = 30.48+0.1147X (BST of hindquarters) by simple linear regression analysis in this experiment.</p><p><strong>Conclusion: </strong>Consequently, the upper bound for heat stress estimation can be specified ranging from THI of 65 (eyes) to 70 (hindquarters). From this we can expect a precise feeding system for Korean native cattle in the field.</p>","PeriodicalId":8558,"journal":{"name":"Asian-Australasian Journal of Animal Sciences","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7463074/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37640399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Genomic selection through single-step genomic best linear unbiased prediction improves the accuracy of evaluation in Hanwoo cattle. 通过单步基因组最佳线性无偏预测进行基因组选择,提高了汉宇牛评估的准确性。
IF 2.2 2区 农林科学 Pub Date : 2020-10-01 Epub Date: 2019-11-12 DOI: 10.5713/ajas.18.0936
Mi Na Park, Mahboob Alam, Sidong Kim, Byoungho Park, Seung Hwan Lee, Sung Soo Lee

Objective: Genomic selection (GS) is becoming popular in animals' genetic development. We, therefore, investigated the single-step genomic best linear unbiased prediction (ssGBLUP) as tool for GS, and compared its efficacy with the traditional pedigree BLUP (pedBLUP) method.

Methods: A total of 9,952 males born between 1997 and 2018 under Hanwoo proven-bull selection program was studied. We analyzed body weight at 12 months and carcass weight (kg), backfat thickness, eye muscle area, and marbling score traits. About 7,387 bulls were genotyped using Illumina 50K BeadChip Arrays. Multiple-trait animal model analyses were performed using BLUPF90 software programs. Breeding value accuracy was calculated using two.

Methods: i) Pearson's correlation of genomic estimated breeding value (GEBV) with EBV of all animals (rM1) and ii) correlation using inverse of coefficient matrix from the mixed-model equations (rM2). Then, we compared these accuracies by overall population, info-type (PHEN, phenotyped-only; GEN, genotyped-only; and PH+GEN, phenotyped and genotyped), and bull-types (YBULL, young male calves; CBULL, young candidate bulls; and PBULL, proven bulls).

Results: The rM1 estimates in the study were between 0.90 and 0.96 among five traits. The rM1 estimates varied slightly by population and info-type, but noticeably by bull-type for traits. Generally average rM2 estimates were much smaller than rM1 (pedBLUP, 0.40 to0.44; ssGBLUP, 0.41 to 0.45) at population level. However, rM2 from both BLUP models varied noticeably across info-types and bull-types. The ssGBLUP estimates of rM2 in PHEN, GEN, and PH+ GEN ranged between 0.51 and 0.63, 0.66 and 0.70, and 0.68 and 0.73, respectively. In YBULL, CBULL, and PBULL, the rM2 estimates ranged between 0.54 and 0.57, 0.55 and 0.62, and 0.70 and 0.74, respectively. The pedBLUP based rM2 estimates were also relatively lower than ssGBLUP estimates. At the population level, we found an increase in accuracy by 2.0% to 4.5% among traits. Traits in PHEN were least influenced by ssGBLUP (0% to 2.0%), whereas the highest positive changes were in GEN (8.1% to 10.7%). PH+GEN also showed 6.5% to 8.5% increase in accuracy by ssGBLUP. However, the highest improvements were found in bull-types (YBULL, 21% to 35.7%; CBULL, 3.3% to 9.3%; PBULL, 2.8% to 6.1%).

Conclusion: A noticeable improvement by ssGBLUP was observed in this study. Findings of differential responses to ssGBLUP by various bulls could assist in better selection decision making as well. We, therefore, suggest that ssGBLUP could be used for GS in Hanwoo provenbull evaluation program.

目的:基因组选择在动物遗传发育中越来越受欢迎。因此,我们研究了单步基因组最佳线性无偏预测(ssGBLUP)作为GS的工具,并将其与传统系谱BLUP (pedBLUP)方法的效果进行了比较。方法:对1997 ~ 2018年在韩宇公牛选拔计划下出生的9952只雄性进行研究。我们分析了12月龄体重、胴体重(kg)、背膘厚度、眼肌面积和大理石纹评分性状。使用Illumina 50K头芯片阵列对7387头公牛进行了基因分型。采用BLUPF90软件进行多性状动物模型分析。用2计算育种值精度。方法:i)所有动物的基因组估计育种值(GEBV)与EBV的Pearson相关性(rM1)和ii)使用混合模型方程的系数矩阵逆进行相关性(rM2)。然后,我们通过总体、信息型(PHEN,仅表型;创,genotyped-only;PH+GEN,表现型和基因型)和公牛型(YBULL,年轻雄性小牛;CBULL,年轻的候选人公牛;和PBULL,被证明是公牛)。结果:5个性状的rM1估计值在0.90 ~ 0.96之间。rM1估计值因种群和信息类型而略有不同,但因性状而显著不同。一般平均rM2估计值远小于rM1 (pedBLUP, 0.40至0.44;ssGBLUP为0.41 ~ 0.45)。然而,两个BLUP模型的rM2在信息类型和公牛类型之间有显著差异。PHEN、GEN和PH+ GEN中rM2的ssGBLUP估计值分别在0.51 - 0.63、0.66 - 0.70和0.68 - 0.73之间。在YBULL, CBULL和PBULL中,rM2估计值分别介于0.54和0.57,0.55和0.62以及0.70和0.74之间。基于pedBLUP的rM2估计值也相对低于ssGBLUP估计值。在群体水平上,我们发现性状之间的准确率提高了2.0%至4.5%。ssGBLUP对PHEN性状影响最小(0% ~ 2.0%),对GEN性状影响最大(8.1% ~ 10.7%)。PH+GEN的准确性也被ssGBLUP提高了6.5%至8.5%。然而,在公牛类型中发现了最高的改进(YBULL, 21%至35.7%;CBULL, 3.3% - 9.3%;PBULL, 2.8%至6.1%)。结论:ssGBLUP在本研究中观察到明显的改善。不同品种公牛对ssGBLUP的不同反应也有助于更好的选择决策。因此,我们建议ssGBLUP可用于韩宇证明牛评价程序中的GS。
{"title":"Genomic selection through single-step genomic best linear unbiased prediction improves the accuracy of evaluation in Hanwoo cattle.","authors":"Mi Na Park,&nbsp;Mahboob Alam,&nbsp;Sidong Kim,&nbsp;Byoungho Park,&nbsp;Seung Hwan Lee,&nbsp;Sung Soo Lee","doi":"10.5713/ajas.18.0936","DOIUrl":"https://doi.org/10.5713/ajas.18.0936","url":null,"abstract":"<p><strong>Objective: </strong>Genomic selection (GS) is becoming popular in animals' genetic development. We, therefore, investigated the single-step genomic best linear unbiased prediction (ssGBLUP) as tool for GS, and compared its efficacy with the traditional pedigree BLUP (pedBLUP) method.</p><p><strong>Methods: </strong>A total of 9,952 males born between 1997 and 2018 under Hanwoo proven-bull selection program was studied. We analyzed body weight at 12 months and carcass weight (kg), backfat thickness, eye muscle area, and marbling score traits. About 7,387 bulls were genotyped using Illumina 50K BeadChip Arrays. Multiple-trait animal model analyses were performed using BLUPF90 software programs. Breeding value accuracy was calculated using two.</p><p><strong>Methods: </strong>i) Pearson's correlation of genomic estimated breeding value (GEBV) with EBV of all animals (rM1) and ii) correlation using inverse of coefficient matrix from the mixed-model equations (rM2). Then, we compared these accuracies by overall population, info-type (PHEN, phenotyped-only; GEN, genotyped-only; and PH+GEN, phenotyped and genotyped), and bull-types (YBULL, young male calves; CBULL, young candidate bulls; and PBULL, proven bulls).</p><p><strong>Results: </strong>The rM1 estimates in the study were between 0.90 and 0.96 among five traits. The rM1 estimates varied slightly by population and info-type, but noticeably by bull-type for traits. Generally average rM2 estimates were much smaller than rM1 (pedBLUP, 0.40 to0.44; ssGBLUP, 0.41 to 0.45) at population level. However, rM2 from both BLUP models varied noticeably across info-types and bull-types. The ssGBLUP estimates of rM2 in PHEN, GEN, and PH+ GEN ranged between 0.51 and 0.63, 0.66 and 0.70, and 0.68 and 0.73, respectively. In YBULL, CBULL, and PBULL, the rM2 estimates ranged between 0.54 and 0.57, 0.55 and 0.62, and 0.70 and 0.74, respectively. The pedBLUP based rM2 estimates were also relatively lower than ssGBLUP estimates. At the population level, we found an increase in accuracy by 2.0% to 4.5% among traits. Traits in PHEN were least influenced by ssGBLUP (0% to 2.0%), whereas the highest positive changes were in GEN (8.1% to 10.7%). PH+GEN also showed 6.5% to 8.5% increase in accuracy by ssGBLUP. However, the highest improvements were found in bull-types (YBULL, 21% to 35.7%; CBULL, 3.3% to 9.3%; PBULL, 2.8% to 6.1%).</p><p><strong>Conclusion: </strong>A noticeable improvement by ssGBLUP was observed in this study. Findings of differential responses to ssGBLUP by various bulls could assist in better selection decision making as well. We, therefore, suggest that ssGBLUP could be used for GS in Hanwoo provenbull evaluation program.</p>","PeriodicalId":8558,"journal":{"name":"Asian-Australasian Journal of Animal Sciences","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7463086/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37640591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Impact of partial substitution of NaCl by KCl, and MgCl2 on physicochemical and sensory properties of cooked sausages during storage. KCl和MgCl2部分取代NaCl对熟香肠贮藏过程中理化和感官特性的影响
IF 2.2 2区 农林科学 Pub Date : 2020-10-01 Epub Date: 2019-01-02 DOI: 10.5713/ajas.18.0707
Sang-Keun Jin, Sun-Jin Hur, Dong-Gyun Yim

Objective: To determine the effect of three salting treatments (Control: 100% NaCl, T1: 60% NaCl, and 40% KCl, T2: 50% NaCl, 40% KCl, and 10% MgCl2) on meat quality of sausages during storage.

Methods: Various types of curing salts were used for processing of salamis. Physico-chemical and sensory evaluation of the sausages were analyzed during 4 weeks of ripening.

Results: The pH values and salinity contents were the highest in control, while they were the lowest in T2 at 4 weeks (p&amp;lt;0.05). Control and T1 had less thiobarbituric acid reactive substances (TBARS) than T2 at 2 weeks (p&amp;lt;0.05). The volatile basic nitrogen (VBN) levels in T1 were similar to control and lower than T2 at 2 and 4 weeks (p&amp;lt;0.05). Moreover, T1 samples were redder and had a higher saturation index (C*) value when compared to the others. T2 showed greater hardness, gumminess and chewiness when compared with the control (p&amp;lt;0.05). Control was comparable to T1 for sensory attributes.

Conclusion: sodium chloride may be partially substituted with potassium chloride without negatively influencing meat quality of sausages up to 4 weeks of storage. These results could help to develop low-sodium sausages.

目的:研究3种腌制处理(对照:100% NaCl、T1: 60% NaCl、40% KCl、T2: 50% NaCl、40% KCl、10% MgCl2)对香肠贮藏期间肉质的影响。方法:采用不同类型的腌制盐进行腊肠加工。在4周的成熟过程中,对香肠的理化和感官评价进行了分析。结果:对照组pH值和盐度最高,第4周T2时pH值和盐度最低(p&lt;0.05)。对照组和T1在2周时的硫代巴比妥酸活性物质(TBARS)少于T2 (p < 0.05)。T1期挥发性碱性氮(VBN)水平与对照相似,在第2周和第4周低于T2期(p&lt;0.05)。与其他样品相比,T1样品颜色更红,饱和度指数(C*)值更高。与对照组相比,T2的硬度、黏性和咀嚼性均有所提高(p&lt;0.05)。对照组的感官属性与T1相当。结论:氯化钠可以部分取代氯化钾,而不会对香肠的肉质产生负面影响,最长可保存4周。这些结果可能有助于开发低钠香肠。
{"title":"Impact of partial substitution of NaCl by KCl, and MgCl2 on physicochemical and sensory properties of cooked sausages during storage.","authors":"Sang-Keun Jin,&nbsp;Sun-Jin Hur,&nbsp;Dong-Gyun Yim","doi":"10.5713/ajas.18.0707","DOIUrl":"https://doi.org/10.5713/ajas.18.0707","url":null,"abstract":"<p><strong>Objective: </strong>To determine the effect of three salting treatments (Control: 100% NaCl, T1: 60% NaCl, and 40% KCl, T2: 50% NaCl, 40% KCl, and 10% MgCl2) on meat quality of sausages during storage.</p><p><strong>Methods: </strong>Various types of curing salts were used for processing of salamis. Physico-chemical and sensory evaluation of the sausages were analyzed during 4 weeks of ripening.</p><p><strong>Results: </strong>The pH values and salinity contents were the highest in control, while they were the lowest in T2 at 4 weeks (p&amp;amp;lt;0.05). Control and T1 had less thiobarbituric acid reactive substances (TBARS) than T2 at 2 weeks (p&amp;amp;lt;0.05). The volatile basic nitrogen (VBN) levels in T1 were similar to control and lower than T2 at 2 and 4 weeks (p&amp;amp;lt;0.05). Moreover, T1 samples were redder and had a higher saturation index (C*) value when compared to the others. T2 showed greater hardness, gumminess and chewiness when compared with the control (p&amp;amp;lt;0.05). Control was comparable to T1 for sensory attributes.</p><p><strong>Conclusion: </strong>sodium chloride may be partially substituted with potassium chloride without negatively influencing meat quality of sausages up to 4 weeks of storage. These results could help to develop low-sodium sausages.</p>","PeriodicalId":8558,"journal":{"name":"Asian-Australasian Journal of Animal Sciences","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7463079/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36953064","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Effects of dietary probiotic, liquid feed and nutritional concentration on the growth performance, nutrient digestibility and fecal score of weaning piglets. 饲粮中添加益生菌、液体饲料和营养浓度对断奶仔猪生长性能、营养物质消化率和粪便评分的影响
IF 2.2 2区 农林科学 Pub Date : 2020-10-01 Epub Date: 2019-11-12 DOI: 10.5713/ajas.19.0473
Song Zhang, Dong Huy Yoo, Xiang Ao, In Ho Kim

Objective: This study was conducted to investigate the effects of dietary probiotic blend and liquid feed program at different nutritional densities on growth performance, nutrient digestibility, fecal score of weaning piglets.

Methods: A total of 120 weaning pigs with an initial body weight of 7.05±0.93 kg per pig (21 days of age) were randomly allocated into 1 of the following 8 dietary treatments (3 replicates per treatment with 5 pigs per replicate) in a 2×2×2 factorial arrangement (nutrition levels: apparent metabolic energy [AME] = 3,500 kcal/kg, crude protein [CP] = 20% vs AME = 3,400 kcal/kg, CP = 19.42%; feed types:dry vs wet; probiotics levels: 0 mg/kg vs 300 mg/kg).

Results: During d 5 to d 15, greater average daily gain (ADG) and average daily feed intake (ADFI) (p<0.05) were observed in probiotics treatments. During d 15 to d 25, gain:feed (G:F) ratio (p<0.05) were significantly improved in probiotics, wet feed and high nutrition diet. Moreover, two interactions i) between nutrition levels and feed types, and ii) between nutrition levels and probiotics were found in G:F ratio. Furthermore, there was a significant positive interaction on G:F among those 3 factors (p<0.05). Overall, increasing ADG, ADFI, and G:F ratio were detected in probiotics treatment significantly (p<0.05). Besides, an obvious reduction on fecal score was observed in probiotics treatment from d 0 to d 5 (p<0.05). There was an interactive effect on fecal score between feed types and nutrition concentrations from d 5 to d 25 (p<0.05).

Conclusion: These results indicated that probiotics supplementation could benefit growth performance and reduce the frequency of watery feces. Besides, wet feed program (feed:water = 1:1.25) could improve the G:F. The effect of liquid feed or probiotic could be influenced by dietary nutrition density in weaned piglets. An increased value of G:F was obtained when wet feeding a high nutrition diet (100 kcal higher than NRC 2012 recommendations) was supplemented with probiotics for 15 to 25 days.

目的:研究饲粮中不同营养密度的益生菌混合物和液体饲料方案对断奶仔猪生长性能、营养物质消化率和粪便评分的影响。方法:选用初始体重为7.05±0.93 kg(21日龄)的断奶仔猪120头,按2×2×2因子设计随机分为8个饲粮处理(每个处理3个重复,每个重复5头猪)中的1个,营养水平为表观代谢能(AME) = 3500 kcal/kg,粗蛋白质(CP) = 20% vs AME = 3400 kcal/kg, CP = 19.42%;饲料类型:干式与湿式;益生菌水平:0 mg/kg vs 300 mg/kg)。结果:在第5 ~ 15天,仔猪的平均日增重(ADG)和平均日采食量(ADFI)显著提高(p < 0.05)。结论:饲粮中添加益生菌有利于仔猪的生长性能,降低了水样粪便的发生频率。湿料方案(料:水= 1:25)可提高G:F。液体饲料或益生菌的效果受断奶仔猪饲粮营养密度的影响。在高营养日粮湿饲(比NRC 2012推荐值高100千卡)中添加益生菌15 ~ 25天后,G:F值增加。
{"title":"Effects of dietary probiotic, liquid feed and nutritional concentration on the growth performance, nutrient digestibility and fecal score of weaning piglets.","authors":"Song Zhang,&nbsp;Dong Huy Yoo,&nbsp;Xiang Ao,&nbsp;In Ho Kim","doi":"10.5713/ajas.19.0473","DOIUrl":"https://doi.org/10.5713/ajas.19.0473","url":null,"abstract":"<p><strong>Objective: </strong>This study was conducted to investigate the effects of dietary probiotic blend and liquid feed program at different nutritional densities on growth performance, nutrient digestibility, fecal score of weaning piglets.</p><p><strong>Methods: </strong>A total of 120 weaning pigs with an initial body weight of 7.05±0.93 kg per pig (21 days of age) were randomly allocated into 1 of the following 8 dietary treatments (3 replicates per treatment with 5 pigs per replicate) in a 2×2×2 factorial arrangement (nutrition levels: apparent metabolic energy [AME] = 3,500 kcal/kg, crude protein [CP] = 20% vs AME = 3,400 kcal/kg, CP = 19.42%; feed types:dry vs wet; probiotics levels: 0 mg/kg vs 300 mg/kg).</p><p><strong>Results: </strong>During d 5 to d 15, greater average daily gain (ADG) and average daily feed intake (ADFI) (p<0.05) were observed in probiotics treatments. During d 15 to d 25, gain:feed (G:F) ratio (p<0.05) were significantly improved in probiotics, wet feed and high nutrition diet. Moreover, two interactions i) between nutrition levels and feed types, and ii) between nutrition levels and probiotics were found in G:F ratio. Furthermore, there was a significant positive interaction on G:F among those 3 factors (p<0.05). Overall, increasing ADG, ADFI, and G:F ratio were detected in probiotics treatment significantly (p<0.05). Besides, an obvious reduction on fecal score was observed in probiotics treatment from d 0 to d 5 (p<0.05). There was an interactive effect on fecal score between feed types and nutrition concentrations from d 5 to d 25 (p<0.05).</p><p><strong>Conclusion: </strong>These results indicated that probiotics supplementation could benefit growth performance and reduce the frequency of watery feces. Besides, wet feed program (feed:water = 1:1.25) could improve the G:F. The effect of liquid feed or probiotic could be influenced by dietary nutrition density in weaned piglets. An increased value of G:F was obtained when wet feeding a high nutrition diet (100 kcal higher than NRC 2012 recommendations) was supplemented with probiotics for 15 to 25 days.</p>","PeriodicalId":8558,"journal":{"name":"Asian-Australasian Journal of Animal Sciences","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7463077/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37640589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
期刊
Asian-Australasian Journal of Animal Sciences
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