动物营养学报 >

2022 , Vol. 34 >Issue 2: 1343 - 1351

DOI: https://doi.org/10.3969/j.issn.1006-267x.2022.02.066

研究论文 RESEARCH PAPER

基于Meta分析的母羊泌乳模型构建及泌乳性能预测

  • 李金辉 ,
  • 陈佳欣 ,
  • 王里彦 ,
  • 杨彩虹 ,
  • 田星哲 ,
  • 田沛知 ,
  • 严慧 ,
  • 刘月琴 ,
  • 纪守坤 ,
  • 张英杰
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  • 河北农业大学动物科技学院, 保定 071000
李金辉(1996-),男,甘肃甘谷人,硕士研究生,动物营养与饲料科学专业。E-mail:lijinhui80232020@163.com

收稿日期: 2021-07-22

  网络出版日期: 2022-02-15

基金资助

河北省重点研发（农业高质量发展关键共性技术攻关专项）项目（19226627D）；河北省自然科学基金青年基金项目（C2020204181）；国家肉羊产业技术体系（CARS-39）

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Establishment of Lactation Model Based on Meta-Analysis and Lactation Performance Prediction

  • LI Jinhui ,
  • CHEN Jiaxin ,
  • WANG Liyan ,
  • YANG Caihong ,
  • TIAN Xingzhe ,
  • TIAN Peizhi ,
  • YAN Hui ,
  • LIU Yueqin ,
  • JI Shoukun ,
  • ZHANG Yingjie
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  • College of Animal Science and Technology, Hebei Agricultural University, Baoding 071000, China

Received date: 2021-07-22

  Online published: 2022-02-15

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摘要

母羊泌乳量不仅关乎母羊自身营养需求，也是影响羔羊生长发育的重要因素，准确预测母羊泌乳量在母羊和羔羊精准饲养中具有现实意义。本文利用方差倒数Meta分析方法研究母羊泌乳曲线模型及泌乳参数，并对其泌乳性能进行预测。分别在Web of Science、CNKI等文献数据库中检索母羊泌乳曲线及影响因素的相关文献，依据纳入标准筛选和提取泌乳曲线相关参数，采用方差倒数Meta分析方法进行合并，综合评估母羊泌乳曲线及其影响因素。共纳入文献22篇，提取数据98条。结果显示：山羊泌乳曲线模型为y=0.943 8t0.359 9e（-0.008 5t），绵羊为y=0.677 2t0.349 4e（-0.014 0t），乳用山羊为y=1.143 7t0.318 7e（-0.008 0t），非乳用山羊为y=0.419 0t0.468 1e（-0.011 8t），乳用绵羊为y=0.796 8t0.256 2e（-0.009 0t），非乳用绵羊为y=0.570 0t0.441 0e（-0.026 0t），其中y为预测泌乳量（kg/d），t为泌乳天数（d），e为自然数（2.718 3），模型参数具有较高的稳健性（敏感性<5%）。山羊、绵羊、乳用山羊、非乳用山羊、乳用绵羊和非乳用绵羊初乳产量（产后第1天泌乳量）分别为0.94、0.67、1.13、0.41、0.79和0.55 kg，泌乳峰值时间分别在泌乳期第42.34天、第25.00天、第39.84天、第39.67天、第28.47天和第16.96天，峰值泌乳量分别为2.54、1.47、2.69、1.47、1.45和1.28 kg，泌乳持续力分别为6.48、5.76、6.37、6.52、5.92和5.26。本研究获得了山羊、绵羊、乳用山羊、非乳用山羊、乳用绵羊和非乳用绵羊泌乳量预测模型及其泌乳参数，为泌乳母羊和哺乳期羔羊精准饲养提供了基础数据。

关键词： 泌乳曲线; Wood模型; Meta分析; 泌乳参数

本文引用格式

李金辉 , 陈佳欣 , 王里彦 , 杨彩虹 , 田星哲 , 田沛知 , 严慧 , 刘月琴 , 纪守坤 , 张英杰 . 基于Meta分析的母羊泌乳模型构建及泌乳性能预测[J]. 动物营养学报, 2022 , 34(2) : 1343 -1351 . DOI: 10.3969/j.issn.1006-267x.2022.02.066

Abstract

The milk yield of ewes is not only related to the nutritional requirement of ewes, but also an important factor affecting the growth and development of lambs. It is of great importance to accurately predict the milk yield of ewes in the balance nutrition of ewes and lambs. In this paper, Meta-analysis method was used to study the lactation curve model of ewes and lactation parameters, thus to predict the lactation performance. The related literatures related to ewe lactation curve were searched in the literature databases such as Web of Science and CNKI, and the parameters of lactation curve were screened and extracted according to the inclusion criteria. The Meta-analysis method was used to combine and comprehensively evaluate the lactation curve and its influencing factors of ewes. A total of 22 literatures were included and 87 groups of data were extracted. The results showed that the lactation curve model for goats was y=0.943 8t0.359 9e(-0.008 5t), for sheep was y=0.677 2t0.349 4e(-0.014 0t), for dairy goats was y=1.143 7t0.318 7e(-0.008 0t), for non-dairy goats was y=0.419 0t0.468 1e(-0.011 8t), for dairy sheep was y=0.796 8t0.256 2e(-0.009 0t) and for non-dairy sheep was y=0.570 0t0.441 0e(-0.026 0t). In the lactation curve models, y was y predicted milk yield (kg/d), t was days of milk (d), e was natural number (2.718 3). The model parameters was with high robustness (sensitivity<5%). The colostrum yield (milk yield at day 1 of postpartum) of goats, sheep, dairy goats, non-dairy goats, dairy sheep and non-dairy sheep was 0.94, 0.67, 1.13, 0.41, 0.79 and 0.55 kg, respectively; the peak lactation time was days 42.34, 25.00, 39.84, 39.67,28.47 and 16.96, respectively; the peak milk yield was 2.54, 1.47, 2.69, 1.47, 1.45 and 1.28 kg, respectively; and the lactation persistence was 6.48, 5.76, 6.37, 6.52, 5.92 and 5.26, respectively. The lactation curves of Wood models in goat, sheep, dairy goats, non-dairy goats, dairy sheep and non-dairy sheep are achieved based on Meta-analysis, and the lactation parameters of different types of ewes are obtained in this study, which provide basic information for nutrition balance in lactating ewes and pre-weaning lambs.

Key words： lactation curve; Wood model; Meta-analysis; lactation parameters

参考文献

[1] TSIPLAKOU E, CHADIO S, PAPADOMICHELAKIS G, et al.The effect of long term under- and over-feeding on milk and plasma fatty acids profile and on insulin and leptin concentrations of goats[J].International Dairy Journal, 2012, 24(2):87-92.  
[2] PAZZOLA M, CIPOLAT-GOTET C, BITTANTE G, et al.Phenotypic and genetic relationships between indicators of the mammary gland health status and milk composition, coagulation, and curd firming in dairy sheep[J].Journal of Dairy Science, 2018, 101(4):3164-3175.  
[3] 张磊, 乔为盛, 白前前, 等.湖羊胎产羔数对羔羊生长发育的影响[J].家畜生态学报, 2020, 41(4):43-46. ZHANG L, QIAO W S, BAI Q Q, et al.Effects of lambing number on the growth and development of lambs in Hu sheep[J].Acta Ecologae Animalis Domastici, 2020, 41(4):43-46.(in Chinese)
[4] RAZZAQUE M A, AL-MUTAWA S, ABBAS S, et al.Performance of pre-weaned dairy calves under hot arid environment:effects of immunoglobulins and age on diseases and mortality[J].American Journal of Applied Sciences, 2009, 6(11):1885-1891.  
[5] 李讨讨, 马友记.湖寒杂交后代母羊产后1-30 d泌乳量及乳成分变化规律研究[J].中国草食动物科学, 2017, 37(3):8-11. LI T T, MA Y J.Changes of the milk yield and milk composition in confined 1-30 days postpartum Hu sheep and small-tail Han sheep crossbred ewes[J].China Herbivore Science, 2017, 37(3):8-11.(in Chinese)
[6] 毛永江, 张美荣, 许兆君, 等.用Wood模型拟合南方中国荷斯坦牛产奶量、乳脂率、乳蛋白率和体细胞评分及其效果分析[J].畜牧兽医学报, 2012, 43(12):1904-1909. MAO Y J, ZHANG M R, XU Z J, et al.Lactation curve fittings of wood's nonlinear model for milk yield, milk fat, milk protein and somatic cell score for Chinese Holstein in southern China[J].Acta Veterinaria et Zootechnica Sinica, 2012, 43(12):1904-1909.(in Chinese)
[7] WOOD P D P.Algebriac model of the lactation curve in cattle[J].Nature, 1967, 216:164-165.
[8] 黄耀辉, 王永军, 胡秀芝.西农萨能奶山羊泌乳规律研究[J].家畜生态学报, 2015, 36(8):11-16, 65. HUANG Y H, WANG Y J, HU X Z.Study on lactation rules of Xinong Saanen dairy goats[J].Acta Ecologae Animalis Domastici, 2015, 36(8):11-16, 65.(in Chinese)
[9] CAPPIO-BORLINO A, PULINA G, ROSSI G.A non-linear modification of Wood's equation fitted to lactation curves of Sardinian dairy ewes[J].Small Ruminant Research, 1995, 18(1):75-79.  
[10] DIJKSTRA J, LOPEZ S, BANNINK A, et al.Evaluation of a mechanistic lactation model using cow, goat and sheep data[J].The Journal of Agricultural Science, 2010, 148(3):249-262.  
[11] 张千, 罗静, 李飞, 等.断奶应激影响犊牛免疫功能的Meta分析[J].动物营养学报, 2019, 31(1):175-187. ZHANG Q, LUO J, LI F, et al.Meta-analysis of effect of weaning stress on immunity of calves[J].Chinese Journal of Animal Nutrition, 2019, 31(1):175-187.(in Chinese)
[12] 徐博成, 李智, 汪以真, 等.抗菌肽对仔猪生长性能、腹泻率和免疫球蛋白水平影响的Meta分析[J].动物营养学报, 2020, 32(8):3584-3593. XU B C, LI Z, WANG Y Z, et al.Effects of antimicrobial peptides on growth performance, diarrhea rate and immunoglobulin levels of piglets:a Meta-analysis[J].Chinese Journal of Animal Nutrition, 2020, 32(8):3584-3593.(in Chinese)
[13] 董书伟, 张世栋, 王东升, 等.中药治疗牛子宫内膜炎的系统评价和Meta分析[J].畜牧兽医学报, 2015, 46(11):2085-2096. DONG S W, ZHANG S D, WANG D S, et al.Efficacy of Chinese medicine on endometritis in cow:a systematic review and Meta-analysis[J].Acta Veterinaria et Zootechnica Sinica, 2015, 46(11):2085-2096.(in Chinese)
[14] 龚会娜, 杨永林, 杨华, 等.羊初乳的功能性成分及作用[J].当代畜牧, 2019(3):33-35. GONG H N, YANG Y L, YANG H, et al.Research progress on nutritional compositions and function of sheep colostrums[J].Contemporary Animal Husbandry, 2019(3):33-35.(in Chinese)
[15] 梁水源, 木其尔, 格日勒图, 等.反刍幼畜人工初乳的研究进展[J].动物营养学报, 2020, 32(9):4037-4043. LIANG S Y, MU Q E, GE R L T, et al.Research progress of young ruminant artificial colostrum[J].Chinese Journal of Animal Nutrition, 2020, 32(9):4037-4043.(in Chinese)
[16] ALVES A C, ALVES N G, ASCARI I J, et al.Colostrum composition of Santa Inês sheep and passive transfer of immunity to lambs[J].Journal of Dairy Science, 2015, 98(6):3706-3716.
[17] TURQUINO C F, FLAIBAN K K M C, LISBÔA J A N, et al.Transferência de imunidade passiva em cordeiros de corte manejados extensivamente em clima tropical[J].Pesquisa Veterinária Brasileira, 2011, 31(3):199-205.  
[18] CHRISTLEY R M, MORGAN K L, PARKIN T D H, et al.Factors related to the risk of neonatal mortality, birth-weight and serum immunoglobulin concentration in lambs in the UK[J].Preventive Veterinary Medicine, 2003, 57(4):209-226.  
[19] 亓建刚, 杨湛澄, 李想, 等.产犊季节对北京地区荷斯坦奶牛Wood泌乳曲线参数的影响探究[J].中国畜牧兽医, 2018, 45(11):3167-3175. QI J G, YANG Z C, LI X, et al.Effects of calving season on the parameters of wood lactation curve of Holstein dairy cow in Beijing area[J].China Animal Husbandry & Veterinary Medicine, 2018, 45(11):3167-3175.(in Chinese)
[20] 马清国.高寒地区舍饲羔羊标准化培育技术[J].甘肃畜牧兽医, 2021, 51(6):63-65. MA Q G.Standardized cultivation techniques of house-fed lambs in alpine regions[J].Gansu Animal and Veterinary Sciences, 2021, 51(6):63-65.(in Chinese)
[21] 罗清尧, 熊本海, 马毅, 等.中国荷斯坦奶牛第二泌乳期泌乳曲线模型的研究[J].中国农业科学, 2010, 43(23):4910-4916. LUO Q Y, XIONG B H, MA Y, et al.Study on lactation curve models of Chinese Holstein for the second parity[J].Scientia Agricultura Sinica, 2010, 43(23):4910-4916.(in Chinese)
[22] ELVIRA L, HERNANDEZ F, CUESTA P, et al.Accurate mathematical models to describe the lactation curve of Lacaune dairy sheep under intensive management[J].Animal, 2013, 7(6):1044-1052.  
[23] ROJO-RUBIO R, KHOLIF A E, SALEM A Z M, et al.Lactation curves and body weight changes of Alpine, Saanen and anglo-nubian goats as well as pre-weaning growth of their kids[J].Journal of Applied Animal Research, 2016, 44(1):331-337.  
[24] CARNICELLA D, DARIO M, AYRES M C C, et al.The effect of diet, parity, year and number of kids on milk yield and milk composition in Maltese goat[J].Small Ruminant Research, 2008, 77(1):71-74.  
[25] 刘长海.母羊泌乳性能的影响因素和提高方法[J].现代畜牧科技, 2019(11):38-39. LIU C H.Influencing factors and improving methods of lactation performance of ewes[J].Modern Animal Husbandry Science & Technology, 2019(11):38-39.(in Chinese)
[26] MONTALDO H, ALMANZA A, JUÁREZ A.Genetic group, age and season effects on lactation curve shape in goats[J].Small Ruminant Research, 1997, 24(3):195-202.  
[27] PORTOLANO B, SPATAFORA F, BONO G, et al.Application of the wood model to lactation curves of comisana sheep[J].Small Ruminant Research, 1997, 24(1):7-13.  
[28] SHAAT I.Application of the wood lactation curve in analysing the variation of daily milk yield in the Zaraibi goats in Egypt[J].Small Ruminant Research, 2014, 117(1):25-33.  
[29] 张力, 潘林阳, 杨诗兴, 等.哺乳单羔、双羔母湖羊的泌乳量及其泌乳曲线的研究[J].中国畜牧杂志, 1988(6):23-24. ZHANG L, PAN L Y, YANG S X, et al.Study on lactation yield and lactation curve of lactating single lamb and double lamb female Hu sheep[J].Chinese Journal of Animal Science, 1988(6):23-24.(in Chinese)
[30] 马友记, 董琪利, 李发弟, 等.舍饲绵羊产后30天产奶量及乳成分变化规律[J].草业学报, 2013, 22(5):287-293. MA Y J, DONG Q L, LI F D, et al.Changes of milk yields and their nutrient composition in confined 0-30 days postpartum sheep[J].Acta Prataculturae Sinica, 2013, 22(5):287-293.(in Chinese)
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