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Ruminal degradation of maize starch is affected by sowing date 玉米淀粉的反刍降解受播种期的影响
IF 1.4 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-04-12 DOI: 10.1071/an21601
Nicolás E. Rusoci, Aníbal Cerrudo, María Delfina Montiel, Natalia G. Izquierdo, Enrique Pavan
Context

Delaying sowing date of maize allows producers to achieve stabilised yield. Delays in the sowing date generate changes in the grain structure, which may affect the ruminal degradability of the maize starch.

Aims

The objective of this study was to evaluate the effects of maize sowing date on ruminal starch degradability, and how it is related with grain physical characteristics and source:sink ratio during the grain-filling period.

Methods

To study the effects of maize sowing date on grain physical characteristics and on starch in situ effective degradability (ED; 6%/h passage rate from the rumen), eight treatments were defined on the basis of eight different sowing dates in Argentina of a commercial semi-dentate maize hybrid (Dekalb 7210 VT3P), as follows: Treatment 1 (13 October), Treatments 2, 3, and 4 (4, 17 and 26 November respectively), Treatments 5, 6 and 7 (3, 15 and 28 December, respectively) and Treatment 8 (5 January). For each sowing date, three plots of maize were sown in a complete randomised-block design and harvested at grain physiological maturity.

Key results

Starch ED of ground (2.0-mm) grains ranged from 631 to 801 g/kg and showed a ‘J’-shape response, being lower for the sowing dates from 17 November to 3 December and highest on the sowing date of 5 January. Grain density increased until the sowing date of 17 November, and then decreased. Grain vitreousness and hardness were initially not affected, but started to decline after the sowing date of 17 November. Grain test weight was not affected until the sowing date of 15 December, when it started to decline. The source:sink ratio during the grain-filling period decreased as the sowing date was delayed. Effective starch degradability was negatively correlated with the physical characteristics evaluated and the source:sink ratio.

Conclusions

Delaying sowing date affected the maize source:sink ratio during the grain-filling period; this was associated with changes in grain physical characteristics and with an increase in ruminal starch degradability.

Implications

Delaying sowing date increases dry matter (DM) and starch effective degradability, and therefore could affect cattle weight gain and feed conversion efficiency.

背景推迟玉米播种期可使生产者获得稳定的产量。播种期推迟会导致谷物结构发生变化,从而影响玉米淀粉的瘤胃降解性。目的本研究的目的是评估玉米播种日期对瘤胃淀粉降解性的影响,以及瘤胃淀粉降解性与谷物物理特性和谷物填充期源沉比的关系。方法为了研究玉米播种日期对谷物物理特性和淀粉原位有效降解率(ED;6%/h 的瘤胃通过率)的影响,根据阿根廷半齿玉米杂交种(Dekalb 7210 VT3P)的八个不同播种日期确定了以下八个处理:处理 1(10 月 13 日),处理 2、3 和 4(分别为 11 月 4 日、17 日和 26 日),处理 5、6 和 7(分别为 12 月 3 日、15 日和 28 日),处理 8(1 月 5 日)。在每个播种期,采用完全随机区组设计播种三块玉米地,并在谷物生理成熟时收获。主要结果磨碎(2.0 毫米)谷粒的淀粉 ED 为 631 至 801 克/千克,呈 "J "形反应,播种期为 11 月 17 日至 12 月 3 日的谷粒 ED 较低,播种期为 1 月 5 日的谷粒 ED 最高。谷粒密度在 11 月 17 日播种日前有所增加,随后有所下降。谷粒的玻璃度和硬度最初未受影响,但在 11 月 17 日播种日之后开始下降。谷粒测试重量在 12 月 15 日播种日之前未受影响,之后开始下降。随着播种日期的推迟,谷粒填充期的源沉比也在下降。有效淀粉降解性与所评估的物理特性和源汇比呈负相关。结论推迟播种日期会影响玉米在籽粒饱满期的源汇比,这与籽粒物理特性的变化和瘤胃淀粉降解率的增加有关。意义推迟播种日期会增加干物质(DM)和淀粉的有效降解率,因此会影响牛的增重和饲料转化效率。
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引用次数: 0
Morphometry of newborn piglets and its relevance at weaning: new approach 新生仔猪的形态测量及其与断奶的相关性:新方法
IF 1.4 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-03-15 DOI: 10.1071/an22405
Lucas Melo e Silva, Pedro Henrique da Silva Fidelis, Lígia Vanessa Leandro Gomes, Gleyson Araújo dos Santos, Rodrigo Fortunato de Oliveira, Amanda Medeiros Araújo de Oliveira, Elias Silva de Medeiros, Marcelle Santana de Araújo, Rennan Herculano Rufino Moreira
Context

The strategic management of pigs raised in an intensive system has been conducted, in general, according to the average weight of piglets after weaning. Different models using morphometric parameters to predict the probability of any of the three weight classes (light, medium, and heavy) occurring post-weaning present themselves as an alternative to help the producer conduct these strategic managements.

Aims

This study aimed to evaluate the development of suckling piglets by using morphometric parameters.

Methods

A thousand simple samples were extracted at random from 268 piglets for the training data, which represent 70% of the original data set (384 piglets). The remaining 116 piglets (test data) were excluded from the analysis so as to verify the performance of the prediction (probability of each weight class to occur). Afterwards, the results were compared with the real weight class of the piglet at weaning. The variables in this research were birth weight (PWB), lactation length (Lac), and morphometric parameters of body length (BL), heart girth (HG), body mass index (BMI), ponderal index (PI), surface:mass ratio (SM), and parity order (PO). Different models were developed to predict the probability of any of the three weight classes (light, <3.967 kg; medium, 3.967–5.095 kg; and heavy, >5.095 kg) occurring at piglet weaning on the basis of their parameters 1 day postpartum. An adjustment of the ordinal regression was proposed to predict the weight classifications.

Key results

The model with a significant effect of the Lac variables was selected.

Conclusions and implications

One day after birth, light-weight and heavy-weight piglets, regardless of their morphometry, have a high likelihood of remaining in the same weight class at weaning. However, this does not apply to medium-sized piglets with diverse morphometry.

背景集约化系统养猪的战略管理一般是根据断奶后仔猪的平均体重进行的。利用形态参数预测断奶后出现三种体重等级(轻、中、重)的概率的不同模型是帮助生产者进行战略管理的一种替代方法。目的 本研究旨在利用形态计量参数评估哺乳仔猪的发育情况。方法 从 268 头仔猪中随机抽取一千个简单样本作为训练数据,占原始数据集(384 头仔猪)的 70%。其余 116 头仔猪(测试数据)不在分析之列,以验证预测的性能(各体重等级出现的概率)。然后,将结果与断奶仔猪的实际体重等级进行比较。本研究的变量包括出生体重(PWB)、泌乳期长度(Lac)以及体长(BL)、心周长(HG)、体质指数(BMI)、腹围指数(PI)、体表质量比(SM)和奇数序(PO)等形态参数。根据产后 1 天的参数,建立了不同的模型来预测仔猪断奶时出现三种体重等级(轻型,3.967 千克;中型,3.967-5.095 千克;重型,5.095 千克)的概率。提出了一种调整序数回归的方法来预测体重分级。主要结果选择了 Lac 变量影响显著的模型。结论和意义 出生一天后,体重轻和体重重的仔猪,无论其形态如何,在断奶时保持在同一体重级别的可能性都很大。然而,这并不适用于形态多样的中型仔猪。
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引用次数: 0
The influence of loading, road transport, unloading and time in lairage on body temperature in finished feedlot steers 装载、公路运输、卸载和圈养时间对成品饲料牛体温的影响
IF 1.4 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-03-07 DOI: 10.1071/an23378
S. L. Bonner, I. D. Loxton, A. Lisle, R. J. Lawrence, A. M. Lees, J. B. Gaughan
Context

Transport of cattle can be stressful and may lead to increased body temperature. It is necessary to quantify the effect of transport on body temperature so that informed management decisions can be made.

Aims

This study aimed to determine the effects of a 5.5 h, 430 km road transport journey on body temperature (TB) of feedlot steers.

Methods

Body temperature was obtained at 30 min intervals. All cattle were weighed and randomly allocated to a truck pen prior to transport. Cattle were transported on a single B-double truck, with three upper-deck and three lower-deck compartments. At 0630 hours, cattle were walked from their pens (25 m), weighed and loaded onto the truck. Loading was completed by 1030 hours.

Key results

During the weighing and loading process prior to transport, mean TB increased from 39.37 ± 0.11°C to 40.21 ± 0.11°C. Immediately following loading, mean TB increased. The TB of cattle on the upper deck was 40.96 ± 0.08°C and on the lower deck 40.89 ± 0.08°C (P = 0.6299). During the first 3 h of the journey, the TB of lower-deck cattle decreased by 1.14°C (P < 0.01), compared with a 0.83°C reduction in cattle on the upper deck. Over the duration of the journey, which took 1 h longer than expected, the mean TB of the cattle on the upper deck (40.47 ± 0.11°C) was greater (P < 0.0001) than that on the lower deck (40.04 ± 0.12°C). One hour after unloading at the abattoir, pooled TB was 40.26 ± 0.12°C. Minimum TB (38.87 ± 0.04°C) occurred at 10.5 h after unloading.

Conclusions

The results from this study highlight that increases in TB were more associated with cattle handling and loading events, rather than transport, under these environmental conditions. Understanding the magnitude of this increase will help managers decide on pre- and post- transport management of cattle.

Implications

Cattle handling and loading for transport may lead to an increase in TB, which can remain elevated for a number of hours. However, it is unclear what the impact of hotter climatic conditions would have on trailer microclimate and, as such, TB regulation during road transport.

背景牛的运输可能会造成压力,并可能导致体温升高。有必要量化运输对体温的影响,以便做出明智的管理决策。目的 本研究旨在确定 5.5 小时、430 千米的公路运输旅程对饲养场母牛体温(TB)的影响。方法 每隔 30 分钟测量一次体温。在运输前,对所有牛进行称重并随机分配到卡车圈。牛只由一辆 B 型双层卡车运输,该卡车有三个上层车厢和三个下层车厢。6 时 30 分,牛群走出牛栏(25 米),称重并装上卡车。装载工作于 10 时 30 分完成。主要结果在运输前的称重和装载过程中,平均 TB 从 39.37 ± 0.11°C 升至 40.21 ± 0.11°C。装车后,平均热结核病上升。上层牛的 TB 为 40.96 ± 0.08°C,下层牛的 TB 为 40.89 ± 0.08°C(P = 0.6299)。在旅程的前 3 小时,下层牛的结核病温下降了 1.14°C (P < 0.01),而上层牛的结核病温下降了 0.83°C。在比预计时间长 1 小时的整个旅程中,上层牛的平均结核病变温度(40.47 ± 0.11°C)高于下层牛(40.04 ± 0.12°C)(P < 0.0001)。在屠宰场卸货一小时后,集合 TB 为 40.26 ± 0.12°C。卸货后 10.5 小时,TB 最低(38.87 ± 0.04°C)。结论这项研究的结果突出表明,在这些环境条件下,结核病的增加更多地与牛的处理和装载事件有关,而不是与运输有关。了解这种增加的程度将有助于管理人员决定对牛进行运输前和运输后管理。影响为运输而进行的牛只搬运和装载可能会导致结核病发病率上升,并在数小时内持续升高。然而,目前还不清楚更炎热的气候条件会对拖车的小气候产生什么影响,因此也不清楚公路运输过程中结核病的控制情况。
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引用次数: 0
Geographic distribution of a missense mutation in the KRT38 gene in Chinese indigenous cattle breeds 中国本土牛种中 KRT38 基因错义突变的地理分布
IF 1.4 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-03-07 DOI: 10.1071/an22455
Jialei Chen, Xin Liu, Jianyong Liu, Jicai Zhang, Bizhi Huang, Chuzhao Lei
Context

China has a vast area across many temperature zones and a variety of cattle breeds. These cattle resources are ideal models to research their adaptability to the environment. The KRT38 gene is an acidic protein, and its coding product can be used as a component of hair production.

Aims

The objective of this study was to investigate the diversity of the KRT38 gene in Chinese local cattle and the association of different genotypes with mean temperature, relative humidity and temperature humidity index.

Methods

A missense mutation g.41650738 A > G in the KRT38 gene was screened from the database of bovine genomic variation (BGVD) and was genotyped in a total of 246 samples from 15 local cattle breeds in China by polymerase chain reaction amplification and sequencing. Finally, the correlation between the locus and the three climatic factors was analysed.

Key results

We successfully obtained the frequency of this single-nucelotide polymorphism in three groups of cattle in northern, central and southern China. The frequency of allele A gradually declined from north to south, whereas the frequency of allele G showed the opposite trend with a clear geographic distribution.

Conclusions

Our results indicate that KRT38 variation in Chinese indigenous cattle might be linked to heat tolerance.

Implications

Our analysis may assist in determining the importance of the variation as a genetic signal for heat tolerance in cattle reproduction and genetics.

背景中国幅员辽阔,跨越多个温度带,牛的品种繁多。这些牛资源是研究其环境适应性的理想模型。KRT38 基因是一种酸性蛋白质,其编码产物可作为毛发生产的成分。目的 研究中国地方牛 KRT38 基因的多样性以及不同基因型与平均温度、相对湿度和温湿度指数的关系。方法从牛基因组变异数据库(BGVD)中筛选出 KRT38 基因中的一个错义突变 g.41650738 A > G,并通过聚合酶链式反应扩增和测序对中国 15 个地方牛种共 246 个样本进行基因分型。最后,分析了该位点与三种气候因子之间的相关性。主要结果我们成功获得了该单核苷酸多态性在华北、华中和华南三个牛群中的频率。等位基因 A 的频率由北向南逐渐下降,而等位基因 G 的频率则呈现相反的趋势,且有明显的地理分布。结论我们的研究结果表明,中国土牛的 KRT38 变异可能与耐热性有关。意义我们的分析可能有助于确定该变异作为耐热性遗传信号在牛的繁殖和遗传中的重要性。
{"title":"Geographic distribution of a missense mutation in the KRT38 gene in Chinese indigenous cattle breeds","authors":"Jialei Chen, Xin Liu, Jianyong Liu, Jicai Zhang, Bizhi Huang, Chuzhao Lei","doi":"10.1071/an22455","DOIUrl":"https://doi.org/10.1071/an22455","url":null,"abstract":"<strong> Context</strong><p>China has a vast area across many temperature zones and a variety of cattle breeds. These cattle resources are ideal models to research their adaptability to the environment. The <i>KRT38</i> gene is an acidic protein, and its coding product can be used as a component of hair production.</p><strong> Aims</strong><p>The objective of this study was to investigate the diversity of the <i>KRT38</i> gene in Chinese local cattle and the association of different genotypes with mean temperature, relative humidity and temperature humidity index.</p><strong> Methods</strong><p>A missense mutation g.41650738 A &gt; G in the <i>KRT38</i> gene was screened from the database of bovine genomic variation (BGVD) and was genotyped in a total of 246 samples from 15 local cattle breeds in China by polymerase chain reaction amplification and sequencing. Finally, the correlation between the locus and the three climatic factors was analysed.</p><strong> Key results</strong><p>We successfully obtained the frequency of this single-nucelotide polymorphism in three groups of cattle in northern, central and southern China. The frequency of allele A gradually declined from north to south, whereas the frequency of allele G showed the opposite trend with a clear geographic distribution.</p><strong> Conclusions</strong><p>Our results indicate that <i>KRT38</i> variation in Chinese indigenous cattle might be linked to heat tolerance.</p><strong> Implications</strong><p>Our analysis may assist in determining the importance of the variation as a genetic signal for heat tolerance in cattle reproduction and genetics.</p>","PeriodicalId":7895,"journal":{"name":"Animal Production Science","volume":"280 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140074696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Similar feed-intake levels yield no differences in energy utilisation between beef heifers identified as low (efficient) and high (inefficient) for residual feed intake 剩余饲料摄入量低(高效)和高(低效)的肉用小母牛之间的能量利用率没有差异
IF 1.4 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-03-07 DOI: 10.1071/an23269
T. P. Vining, P. A. Lancaster, N. DiLorenzo, G. C. Lamb, J. M. B. Vendramini
Context

Improving cattle feed efficiency would reduce feed costs and increase herd profitability. Residual feed intake (RFI) is commonly used to rank cattle for feed efficiency, with low-RFI animals being more efficient than high-RFI animals. However, RFI classification merits further investigation because observed differences in heat energy (HE) production between low- and high-RFI cattle may be related to heat associated with differences in dry-matter intake (DMI) rather than maintenance-energy requirements.

Aims

To determine energy partitioning of beef heifers with low and high residual feed intake.

Methods

Angus crossbred heifers (n = 60) were fed a grower diet (metabolisable energy (ME) = 2.17 Mcal/kg DM) for 70 days. Feed intake was recorded daily using the GrowSafe system, and bodyweight (BW) was recorded every 14 days. Residual feed intake was calculated as the residual from the regression of DMI on mid-test BW0.75 and average daily gain (ADG) (R2 = 0.31). Low-RFI (n = 8) and high-RFI (n = 8) heifers were selected for a metabolism experiment to determine energy partitioning at three feed-intake levels, namely, ad libitum intake, and 1.0× and 0.5× expected maintenance-energy requirement. Apparent nutrient digestibility was determined using indigestible neutral detergent fibre (iNDF) as an internal marker. The sulfur hexafluoride (SF6) tracer and oxygen-pulse techniques determined methane emissions and heat production respectively. Metabolisable energy required for maintenance (MEm) and fasting heat production (HeE) were then calculated from the regression of log HP on ME intake (MEI). Efficiencies of ME used for maintenance and growth were calculated from HeE, MEm, and retained energy at ad libitum intake.

Key results

Residual feed intake was strongly correlated with DMI (0.83). Low-RFI heifers consumed 31% less (P = 0.01) feed than high-RFI heifers during the performance experiment. Heifers with low RFI had greater MEm, but similar efficiencies of ME use for maintenance and gain as did high RFI heifers.

Conclusion

These data indicated that selection based on RFI may not lead to improved energy efficiency in growing heifers.

Implications

The results of this study indicated that low-RFI cattle may not have lower maintenance-energy requirements or differences in efficiencies of ME use than do high-RFI cattle.

背景提高牛的饲料效率可降低饲料成本,提高牛群的盈利能力。残余采食量(RFI)通常用于对牛的饲料效率进行分级,低残余采食量的动物比高残余采食量的动物效率更高。然而,RFI 分级值得进一步研究,因为观察到的低 RFI 和高 RFI 牛的热能(HE)产生差异可能与干物质摄入量(DMI)差异产生的热量有关,而不是与维持能量需求有关。目的 确定低剩余饲料摄入量和高剩余饲料摄入量肉用小母牛的能量分配。方法给盎格鲁杂交小母牛(n = 60)饲喂生长日粮(代谢能 (ME) = 2.17 Mcal/kg DM)70 天。每天使用 GrowSafe 系统记录采食量,每 14 天记录体重 (BW)。剩余采食量是根据 DMI 对试验中期体重 0.75 和平均日增重 (ADG) 的回归计算得出的残差(R2 = 0.31)。选择低 RFI(n = 8)和高 RFI(n = 8)小母牛进行代谢实验,以确定三种采食量水平下的能量分配,即自由采食量、1.0 倍和 0.5 倍预期维持能量需要量。使用难消化中性洗涤纤维(ENDF)作为内部标记测定表观养分消化率。六氟化硫(SF6)示踪技术和氧脉冲技术分别测定了甲烷排放量和产热量。然后根据 HP 对摄入 ME 的对数回归(MEI)计算出维持所需的代谢能(MEm)和空腹产热(HeE)。根据HeE、MEm和自由采食时的留存能量计算出维持和生长所需的代谢能效率。主要结果剩余采食量与DMI密切相关(0.83)。在性能实验期间,低RFI小母牛的饲料消耗量比高RFI小母牛少31%(P = 0.01)。低RFI小母牛的MEm更大,但与高RFI小母牛相比,ME用于维持和增重的效率相似。结论这些数据表明,基于 RFI 的选择可能不会提高生长母牛的能量效率。意义本研究结果表明,与高 RFI 牛相比,低 RFI 牛的维持能量需求或 ME 使用效率可能并不低。
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引用次数: 0
Does the immune stimulant Amplimune® modulate humoral and cytokine responses to commercial bovine respiratory disease vaccines in cattle? 免疫促进剂 Amplimune® 是否会调节牛对商用牛呼吸道疾病疫苗的体液和细胞因子反应?
IF 1.4 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-02-23 DOI: 10.1071/an23235
A. L. Alexander, E. K. Doyle, A. B. Ingham, I. G. Colditz, N. M. Andronicos, B. C. Hine, T. J. Mahony
Context

Feedlot entry can be a period of stress for cattle due to transportation, altered diets and other influences. Stress can suppress host defence mechanisms. Innate immune stimulants, such as mycobacterial cell-wall fractions, attract attention for the primary objective of enhancing non-specific immune resistance of cattle against microbial diseases during periods of stress-induced susceptibility. These stimulants are also recognised for their capacity to modify responses of the adaptive immune system to vaccines.

Aims

This study aims to evaluate the potential for mycobacterial cell-wall fractions in Amplimune® to modify adaptive immune responses to the commercial vaccines Rhinogard® (modified live bovine alphaherpesvirus-1 (BoHV-1)) and Bovilis MH + IBR® (inactivated Mannheimia haemolytica and BoHV-1) in yearling cattle during simulated feedlot induction.

Methods

Fifty-four mixed-sex Angus yearling cattle were transported for 6 h on Day −1 and on Day 0. The cattle were assigned to the following six treatment groups (n = 9/group): Rhinogard plus 2 mL Amplimune, Rhinogard plus 5 mL Amplimune, Bovilis MH + IBR plus 2 mL Amplimune, Bovilis MH + IBR plus 5 mL Amplimune, Rhinogard plus 5 mL saline, and Bovilis MH + IBR plus 5 mL saline. Blood and nasal secretions were sampled at various time points following treatment and antigen-specific antibody (immunoglobulin G) responses to components of the vaccines were assessed. Interferon-γ production by peripheral blood mononuclear cells in response to BoHV-1, Concanavalin A or media only were assessed.

Key results

No adverse clinical reactions were observed to administration of Amplimune and vaccines. A systemic antibody response to vaccination was observed for the Bovilis MH + IBR vaccine. Vaccine-specific antibody and cytokine responses were not modified by Amplimune.

Conclusions

Amplimune can be administered at the same time as Rhinogard or Bovilis MH + IBR vaccines, without undesirable effects on specific immune responses to vaccination.

Implications

The primary interest in using Amplimune is to potentiate non-specific immune defences as an alternative to antibiotics for the prevention and/or treatment of microbial diseases such as bovine respiratory disease in production animals. In view of its adjuvant-like activities, administration of Amplimune might also confer beneficial or detrimental effects on antigen-specific responses of the adaptive immune system to contemporaneous vaccination.

背景由于运输、饮食改变和其他影响因素,牛进入饲养场时可能会面临压力。压力会抑制宿主的防御机制。先天性免疫刺激剂(如分枝杆菌细胞壁片段)因其在应激易感期增强牛对微生物疾病的非特异性免疫抵抗力的主要目的而备受关注。这些刺激物还被认为能够改变适应性免疫系统对疫苗的反应。目的本研究旨在评估 Amplimune® 中的分枝杆菌细胞壁组分在模拟饲养场诱导过程中改变一岁牛对商用疫苗 Rhinogard®(改良牛α-疱疹病毒-1 (BoHV-1)活疫苗)和 Bovilis MH + IBR®(灭活的溶血曼氏菌和 BoHV-1)的适应性免疫反应的潜力。方法在第 1 天和第 0 天将 54 头混群安格斯一岁牛运输 6 小时。这些牛被分配到以下六个处理组(n = 9/组):Rhinogard 加 2 mL Amplimune、Rhinogard 加 5 mL Amplimune、Bovilis MH + IBR 加 2 mL Amplimune、Bovilis MH + IBR 加 5 mL Amplimune、Rhinogard 加 5 mL 生理盐水和 Bovilis MH + IBR 加 5 mL 生理盐水。在治疗后的不同时间点采集血液和鼻腔分泌物样本,并评估对疫苗成分的抗原特异性抗体(免疫球蛋白 G)反应。还评估了外周血单核细胞对 BoHV-1、Concanavalin A 或培养基产生的干扰素-γ。主要结果使用 Amplimune 和疫苗未发现不良临床反应。Bovilis MH + IBR疫苗接种后出现了全身抗体反应。Amplimune未改变疫苗特异性抗体和细胞因子反应。结论Amplimune 可与 Rhinogard 或 Bovilis MH + IBR 疫苗同时接种,不会对疫苗接种的特异性免疫反应产生不良影响。意义使用 Amplimune 的主要目的是增强非特异性免疫防御能力,以替代抗生素预防和/或治疗生产动物的微生物疾病,如牛呼吸道疾病。鉴于其类似佐剂的活性,服用 Amplimune 还可能对同时接种疫苗的适应性免疫系统的抗原特异性反应产生有利或不利的影响。
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引用次数: 0
An initial investigation into the use of machine learning methods for prediction of carcass component yields in F2 broiler chickens 使用机器学习方法预测 F2 肉鸡胴体成分产量的初步研究
IF 1.4 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-02-20 DOI: 10.1071/an23129
Hossein Bani Saadat, Rasoul Vaez Torshizi, Ghader Manafiazar, Ali Akbar Masoudi, Alireza Ehsani, Saleh Shahinfar
Context

As evaluation of carcass components is costly and time consuming, models for prediction of broiler carcass components are useful.

Aims

The aim was to investigate the feasibility of machine learning methods in the prediction of carcass components from measurements on live birds during the rearing period.

Methods

Three machine learning methods, including regression tree, random forest and gradient-boosting trees, were applied to predict carcass yields, and benchmarked against classical linear regression. Two scenarios were defined for prediction. In the first scenario, carcass yields were predicted by live bodyweight, shank length and shank diameter features, recorded at 2, 3 and 4 weeks of age. In the second scenario, predictor features recorded at 5, 6 and 7 weeks of age were used. The two scenarios were reanalysed by including effective single-nucleotide polymorphisms associated with bodyweight, shank length and shank diameter as new predictor features.

Key results

The correlation coefficient between predicted and observed values for predicting weight of carcass traits ranged from 0.50 for wing to 0.59 for thigh in the first scenario, and from 0.63 for wing to 0.74 for carcass in the second scenario. These predictions for the percentage of carcass components ranged from 0.30 for wing to 0.39 for carcass and breast in the first scenario, and from 0.34 for thigh to 0.43 for carcass in the second scenario when random forest was used.

Conclusions

Predictive accuracy in the first scenario was lower than in the second scenario for all prediction methods. Including single-nucleotide polymorphisms as predictor features in either scenario did not increase the accuracy of the prediction.

Implications

In general, random forest had the best performance among machine learning methods, and classical linear regression in two scenarios, suggesting that it may be considered as an alternative to conventional linear models for prediction of carcass traits in broiler chickens.

背景由于胴体成分的评估既费钱又费时,因此预测肉鸡胴体成分的模型非常有用。目的研究机器学习方法在预测肉鸡胴体成分方面的可行性。方法应用三种机器学习方法(包括回归树、随机森林和梯度提升树)预测胴体产量,并与经典线性回归进行比较。预测分为两种情况。在第一种情况下,胴体产量是通过在 2、3 和 4 周龄记录的活体体重、胫长和胫径特征来预测的。在第二种情况下,使用 5、6 和 7 周龄时记录的预测特征。将与体重、胫骨长度和胫骨直径相关的有效单核苷酸多态性作为新的预测特征,对这两种情况进行了重新分析。主要结果在第一种方案中,预测胴体重量性状的预测值与观察值之间的相关系数从翅膀的 0.50 到大腿的 0.59 不等;在第二种方案中,预测胴体重量性状的预测值与观察值之间的相关系数从翅膀的 0.63 到 0.74 不等。在第一种情况下,对胴体成分百分比的预测从0.30(翅膀)到0.39(胴体和胸脯)不等;在第二种情况下,使用随机森林时,对胴体成分百分比的预测从0.34(大腿)到0.43(胴体)不等。结论所有预测方法在第一种情况下的预测准确率都低于第二种情况。在任何一种情况下将单核苷酸多态性作为预测特征都不会提高预测的准确性。意义总的来说,在两种情况下,随机森林在机器学习方法和经典线性回归中表现最好,这表明在预测肉鸡胴体性状时,可以考虑用随机森林替代传统的线性模型。
{"title":"An initial investigation into the use of machine learning methods for prediction of carcass component yields in F2 broiler chickens","authors":"Hossein Bani Saadat, Rasoul Vaez Torshizi, Ghader Manafiazar, Ali Akbar Masoudi, Alireza Ehsani, Saleh Shahinfar","doi":"10.1071/an23129","DOIUrl":"https://doi.org/10.1071/an23129","url":null,"abstract":"<strong> Context</strong><p>As evaluation of carcass components is costly and time consuming, models for prediction of broiler carcass components are useful.</p><strong> Aims</strong><p>The aim was to investigate the feasibility of machine learning methods in the prediction of carcass components from measurements on live birds during the rearing period.</p><strong> Methods</strong><p>Three machine learning methods, including regression tree, random forest and gradient-boosting trees, were applied to predict carcass yields, and benchmarked against classical linear regression. Two scenarios were defined for prediction. In the first scenario, carcass yields were predicted by live bodyweight, shank length and shank diameter features, recorded at 2, 3 and 4 weeks of age. In the second scenario, predictor features recorded at 5, 6 and 7 weeks of age were used. The two scenarios were reanalysed by including effective single-nucleotide polymorphisms associated with bodyweight, shank length and shank diameter as new predictor features.</p><strong> Key results</strong><p>The correlation coefficient between predicted and observed values for predicting weight of carcass traits ranged from 0.50 for wing to 0.59 for thigh in the first scenario, and from 0.63 for wing to 0.74 for carcass in the second scenario. These predictions for the percentage of carcass components ranged from 0.30 for wing to 0.39 for carcass and breast in the first scenario, and from 0.34 for thigh to 0.43 for carcass in the second scenario when random forest was used.</p><strong> Conclusions</strong><p>Predictive accuracy in the first scenario was lower than in the second scenario for all prediction methods. Including single-nucleotide polymorphisms as predictor features in either scenario did not increase the accuracy of the prediction.</p><strong> Implications</strong><p>In general, random forest had the best performance among machine learning methods, and classical linear regression in two scenarios, suggesting that it may be considered as an alternative to conventional linear models for prediction of carcass traits in broiler chickens.</p>","PeriodicalId":7895,"journal":{"name":"Animal Production Science","volume":"1 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139949358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Milk composition and health status of quarters adjacent to an on-farm protocol-treated clinical-mastitis gland 邻近经牧场方案治疗的临床乳腺炎腺体的牧场的牛奶成分和健康状况
IF 1.4 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-02-16 DOI: 10.1071/an23176
Marcel Gomes Paixão, Renata Golin Bueno Costa, Guilherme Nunes de Souza, Sandra Maria Pinto, Luiz Ronaldo de Abreu
<strong> Context</strong><p>The hypothesis of interdependency among cows’ mammary glands has been shown, and quarters adjacent to glands with clinical mastitis may have their composition and health status impaired.</p><strong> Aims</strong><p>The main focus of this study was to compare foremilk composition (fat, total protein, lactose, solids non-fat (SNF), and chloride) and health status (somatic cell count (SCC), differential leukocytes) of healthy mammary glands adjacent to a gland previously treated (on average, 24 days after treatment, varying from 20 to 39 days) for clinical mastitis with foremilk samples of healthy mammary glands of healthy cows. Our previous study compared these traits (foremilk composition and health status) between healthy mammary glands adjacent to a mastitis-infected quarter and healthy mammary glands from healthy cows (no clinical mastitis) immediately after the identification of mastitis on case quarters.</p><strong> Methods</strong><p>The study was designed as a prospective case–control study and the enrolled cows (cases and controls) were matched by days in milk and parity. Case cows (<i>n</i> = 50) were defined as cows that previously had a single quarter infected with mild or moderate clinical mastitis, and which were treated according to an on-farm protocol 1 day after mastitis identification. Control cows (<i>n</i> = 50) were defined as cows that had not suffered clinical mastitis in the current lactation. Foremilk samples from each quarter of case and control cows were collected so as to assess concentrations of fat, total protein, lactose, SCC, and SNF, conduct microbiological analyses, and determine the concentration of chloride and differential leukocyte counts. Multivariate linear regression and logistic regression analyses were performed to assess possible associations of milk-composition and health-status traits between quarter types (case or control cows).</p><strong> Key results</strong><p>On average, 24 days after the treatment of the case quarter began, milk composition (fat, lactose, SNF, and chloride) and some health status (lymphocyte and macrophage counts) of adjacent quarters returned to similar levels as in control quarters, while total protein, SCC, and neutrophils remained greater for adjacent quarters. No effect of quarter position or microbiological results of enrolled quarters were identified.</p><strong> Conclusions</strong><p>Our results suggested that at least 20 days (average of 24 days) after an episode of clinical mastitis in a neighbouring gland, adjacent quarters were still recovering from this mastitis episode, and we conclude that interdependency of quarters is a physiological systemic two-way immune response route, and each particular milk component has a different behaviour after clinical mastitis.</p><strong> Implications</strong><p>Our results suggest that clinical mastitis is far more costly for producers and industry than has been previously reported. Bovine mastitis is th
背景奶牛乳腺之间相互依存的假说已经得到证实,与患有临床乳腺炎的乳腺相邻的乳区,其成分和健康状况可能会受到损害。研究目的:本研究的重点是比较曾因临床乳腺炎而接受过治疗(平均为治疗后 24 天,从 20 天到 39 天不等)的健康乳腺附近的健康乳腺与健康奶牛的健康乳腺的前奶成分(脂肪、总蛋白、乳糖、非脂固形物 (SNF) 和氯化物)和健康状况(体细胞数 (SCC)、差异白细胞)。我们之前的研究比较了受乳腺炎感染的牛舍附近的健康乳腺与健康奶牛(未患临床乳腺炎)的健康乳腺之间的性状(前乳成分和健康状况)。方法该研究设计为前瞻性病例对照研究,入组奶牛(病例和对照组)按产奶天数和胎次进行配对。病例奶牛(n = 50)是指曾感染轻度或中度临床乳腺炎的单季奶牛,在乳腺炎确定后 1 天按照牧场方案进行治疗。对照组奶牛(n = 50)指在当前泌乳期未患临床乳腺炎的奶牛。收集病例奶牛和对照奶牛每季度的前奶样本,以评估脂肪、总蛋白、乳糖、SCC 和 SNF 的浓度,进行微生物分析,并确定氯化物浓度和白细胞计数差值。进行了多变量线性回归和逻辑回归分析,以评估不同类型奶牛(病例奶牛或对照奶牛)的牛奶成分和健康状况特征之间可能存在的关联。主要结果平均而言,在病例牛区开始治疗 24 天后,邻近牛区的牛奶成分(脂肪、乳糖、SNF 和氯化物)和某些健康状况(淋巴细胞和巨噬细胞计数)恢复到与对照牛区相似的水平,而邻近牛区的总蛋白、SCC 和中性粒细胞仍然较多。没有发现季度位置或入选季度微生物结果的影响。结论我们的研究结果表明,在邻近乳腺发生临床乳腺炎后至少 20 天(平均 24 天),相邻乳区仍在从乳腺炎中恢复。意义我们的研究结果表明,临床乳腺炎给生产者和产业造成的损失远比以前报道的要大得多。牛乳腺炎是给奶牛场主造成经济损失最大的疾病,包括兽医费用、牛奶处理、生产损失和动物妊娠减少。受乳腺炎影响的不仅仅是乳区的牛奶成分,因为整个乳房的牛奶质量也会受到影响。20 天的时间不足以让动物从乳房炎症中完全恢复。乳腺炎对生产者和产业造成的损失比以往报告的要大。
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引用次数: 0
Genetic parameters for milk production and body-conformation traits in Dairy Gir cattle 吉尔牛产奶量和体型特征的遗传参数
IF 1.4 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-02-16 DOI: 10.1071/an23207
P. Dominguez-Castaño, M. Fortes, A. M. Toro-Ospina, J. A. II. V. Silva
Context

Gir is a tropically adapted breed of Bos taurus indicus cattle that has been intensively selected for milk production in Brazil. Selection programs also consider body-conformation traits because these have been associated with health, welfare, and cow longevity, thus affecting productivity.

Aims

This study focused on Gir cattle to estimate genetic and phenotypic parameters for body-conformation traits, as well as their correlations with milk production traits.

Methods

Body-conformation traits were classified as ‘frame’, ‘foot and leg’, or ‘mammary system’ traits. The dataset contained 1105 cows recorded with body-conformation traits and 38 996 records of 305-day cumulative milk yield, from 24 489 Gir cows. The pedigree file included 38 571 animals, of which 1593 were genotyped using six different single-nucleotide polymorphism panels. After genotyping imputation, and quality control, 42 105 polymorphisms were available for analyses. Univariate and bivariate animal models, using Bayesian approach via the Gibbs sampling algorithm, were used to estimate genetic parameters, benefiting from both genotypes and pedigree data.

Key results

The heritabilities for body-conformation traits ranged from a low of 0.08 ± 0.04 to a medium value of 0.35 ± 0.07, and the heritability for milk production was 0.23 ± 0.01. We identified unfavourable genetic correlations between milk yield and udder depth (0.63 ± 0.11) as well as body height (0.31 ± 0.13). In contrast, there was a favourable genetic correlation between milk yield and rear udder width (0.61 ± 0.14).

Conclusion

The heritability estimates confirmed the possibility of selecting animals for milk yield and body conformation traits related to the frame and mammary system categories. Based on the estimated genetic correlations, considerable importance should be given to the emphasis on selection for increased milk yield, because in the long term, this may promote undesirable changes in some type traits as body height and udder depth.

Implications

This information is relevant to selective breeding of Gir to enhance tropical milk production.

背景吉尔牛(ContextGir)是一种适应热带气候的疫牛品种,在巴西经过集中选育以提高产奶量。选育计划也考虑体型特征,因为这些特征与健康、福利和奶牛寿命有关,从而影响生产率。目的 本研究以吉尔牛为对象,估算体型特征的遗传参数和表型参数,以及它们与产奶量特征的相关性。方法体型特征分为 "骨架"、"脚和腿 "或 "乳腺系统 "特征。数据集包含来自24 489头Gir奶牛的1105条体型特征记录和38 996条305天累计产奶量记录。血统文件包括 38 571 头动物,其中 1593 头使用六种不同的单核苷酸多态性面板进行了基因分型。经过基因分型估算和质量控制后,有 42 105 个多态性可用于分析。通过吉布斯抽样算法,使用贝叶斯方法建立了单变量和双变量动物模型,利用基因型和血统数据估算遗传参数。主要结果体形性状的遗传率从 0.08 ± 0.04 的低值到 0.35 ± 0.07 的中值不等,产奶量的遗传率为 0.23 ± 0.01。我们发现产奶量与乳房深度(0.63 ± 0.11)和体高(0.31 ± 0.13)之间存在不利的遗传相关性。相比之下,产奶量与后乳房宽度(0.61 ± 0.14)之间存在有利的遗传相关性。结论 遗传率估算结果证实,可以根据产奶量以及与体格和乳腺系统有关的体型特征选择动物。根据估计的遗传相关性,应高度重视对提高产奶量的选择,因为从长远来看,这可能会导致体高和乳房深度等某些类型性状发生不良变化。意义 这些信息对选择性培育吉尔牛以提高热带产奶量具有重要意义。
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引用次数: 0
Effect of heat stress on the reproductive performance of sows: comparison of different thermal-comfort indices in a temperate climate 热应激对母猪繁殖性能的影响:温带气候下不同热舒适指数的比较
IF 1.4 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-02-13 DOI: 10.1071/an23181
Abel Villa-Mancera, Maricela Méndez-Rosas, Juan Cruz-Aviña
Context

Heat stress is a major environmental factor negatively affecting animal health and production efficiency of the sow, and causes significant economic losses to the global pig industry. Researchers have developed various thermal indices with different characteristics for assessing the level of heat stress in pigs, including the temperature–humidity index (THI), black globe–humidity index (BGHI), effective temperature (ET), equivalent temperature index of sows (ETIS), and enthalpy (H), among others.

Aims

The aim of this study was to evaluate the effect of heat stress on reproductive performance by using different thermal indices based on environmental variables in a temperate climate and to compare the goodness-of-fit among them.

Methods

In total, 2951 sow reproductive records were analysed for a Puebla farm in the northern hemisphere.

Key results

The overall means for pregnancy, farrowing, and abortion rates over the period from January to December 2020 were 83.1%, 80.67%, and 5.2%, whereas temperature, relative humidity, and air velocity were 24.3°C, 63.0%, and 3.7 m/s respectively. The highest rates of pregnancy and farrowing over the study period were observed in March, while the abortion rate was highest in December. However, the mean daily temperatures exceeded 25°C between March and June, being higher the upper limit of the thermoneutral zone for sows. Many thermal indices have been used to estimate the level of heat stress in pigs, such as the THI, BGHI, ET, and ETIS. We used 11 thermal indices to measure the degree of heat stress affecting fertility traits of animals. Pregnancy and farrowing rates were highest for THI2 and THI6 values, reflecting moderate stress at pregnancy and farrowing periods. Statistically significant differences were found between the THI2, THI4, THI6, and ET values and the pregnancy, farrowing, and abortion rates (P < 0.05).

Conclusions

Our results showed that the THI2 performs better for evaluating the level of heat stress in sows than do other thermal-comfort indices such as the THI4, THI6, and ET.

Implications

These results may be useful for accurate assessment of heat stress to mitigate its effects and avoid significant economic losses in sows in temperate climates.

背景热应激是对动物健康和母猪生产效率产生负面影响的主要环境因素,并给全球养猪业造成重大经济损失。研究人员已开发出各种不同特性的热指数,用于评估猪的热应激水平,包括温湿度指数(THI)、黑球湿度指数(BGHI)、有效温度(ET)、母猪等温指数(ETIS)和焓值(H)等。目的 本研究旨在通过使用基于温带气候环境变量的不同热指数来评估热应激对繁殖性能的影响,并比较它们之间的拟合优度。方法分析了北半球普埃布拉农场的 2951 份母猪繁殖记录。主要结果 2020 年 1 月至 12 月期间,怀孕率、产仔率和流产率的总平均值分别为 83.1%、80.67% 和 5.2%,而温度、相对湿度和气流速度分别为 24.3°C、63.0% 和 3.7 米/秒。在研究期间,3 月份的怀孕率和产仔率最高,而 12 月份的流产率最高。然而,3 月至 6 月期间的日平均气温超过 25°C,高于母猪热中性区的上限。许多热指数已被用于估计猪的热应激水平,如 THI、BGHI、ET 和 ETIS。我们使用 11 种热指数来衡量热应激对动物繁殖力特征的影响程度。THI2和THI6值的妊娠率和产仔率最高,反映了妊娠期和产仔期的中度应激。THI2、THI4、THI6 和 ET 值与怀孕率、产仔率和流产率之间存在显著的统计学差异(P < 0.05)。结论我们的研究结果表明,与 THI4、THI6 和 ET 等其他热舒适指数相比,THI2 在评估母猪热应激水平方面表现更好。意义这些结果可能有助于准确评估热应激,以减轻其对温带气候地区母猪的影响,避免重大经济损失。
{"title":"Effect of heat stress on the reproductive performance of sows: comparison of different thermal-comfort indices in a temperate climate","authors":"Abel Villa-Mancera, Maricela Méndez-Rosas, Juan Cruz-Aviña","doi":"10.1071/an23181","DOIUrl":"https://doi.org/10.1071/an23181","url":null,"abstract":"<strong> Context</strong><p>Heat stress is a major environmental factor negatively affecting animal health and production efficiency of the sow, and causes significant economic losses to the global pig industry. Researchers have developed various thermal indices with different characteristics for assessing the level of heat stress in pigs, including the temperature–humidity index (THI), black globe–humidity index (BGHI), effective temperature (ET), equivalent temperature index of sows (ETIS), and enthalpy (H), among others.</p><strong> Aims</strong><p>The aim of this study was to evaluate the effect of heat stress on reproductive performance by using different thermal indices based on environmental variables in a temperate climate and to compare the goodness-of-fit among them.</p><strong> Methods</strong><p>In total, 2951 sow reproductive records were analysed for a Puebla farm in the northern hemisphere.</p><strong> Key results</strong><p>The overall means for pregnancy, farrowing, and abortion rates over the period from January to December 2020 were 83.1%, 80.67%, and 5.2%, whereas temperature, relative humidity, and air velocity were 24.3°C, 63.0%, and 3.7 m/s respectively. The highest rates of pregnancy and farrowing over the study period were observed in March, while the abortion rate was highest in December. However, the mean daily temperatures exceeded 25°C between March and June, being higher the upper limit of the thermoneutral zone for sows. Many thermal indices have been used to estimate the level of heat stress in pigs, such as the THI, BGHI, ET, and ETIS. We used 11 thermal indices to measure the degree of heat stress affecting fertility traits of animals. Pregnancy and farrowing rates were highest for THI2 and THI6 values, reflecting moderate stress at pregnancy and farrowing periods. Statistically significant differences were found between the THI2, THI4, THI6, and ET values and the pregnancy, farrowing, and abortion rates (<i>P</i> &lt; 0.05).</p><strong> Conclusions</strong><p>Our results showed that the THI2 performs better for evaluating the level of heat stress in sows than do other thermal-comfort indices such as the THI4, THI6, and ET.</p><strong> Implications</strong><p>These results may be useful for accurate assessment of heat stress to mitigate its effects and avoid significant economic losses in sows in temperate climates.</p>","PeriodicalId":7895,"journal":{"name":"Animal Production Science","volume":"9 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139761222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Animal Production Science
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