Scientia Agricultura Sinica ›› 2020, Vol. 53 ›› Issue (8): 1688-1698.doi: 10.3864/j.issn.0578-1752.2020.08.017

• ANIMAL SCIENCE·VETERINARY SCIENCE·RESOURCE INSECT • Previous Articles    

Effects of Chronic Ammonia Stress on Serum Metabolites of Broilers Based on GC-MS

SUN YongBo,WANG Ya,SA RENNA(),ZHANG HongFu   

  1. State Key Laboratory of Animal Nutrition, Institute of Animal Science/Chinese Academy of Agricultural Science, Beijing 100193
  • Received:2019-04-29 Accepted:2019-07-03 Online:2020-04-16 Published:2020-04-29
  • Contact: RENNA SA E-mail:sa6289@126.com

Abstract:

【Objective】With the development of intensive and large-scale broiler breeding, the impact of environmental conditions on the growth of livestock and poultry has become increasingly prominent. Under high-density feeding conditions, a large amount of toxic and harmful gases is generated constantly, among which ammonia is the most harmful gas which reduces the performance of livestock and poultry and threatens animal health. The purpose of this experiment was to study the effects of chronic ammonia stress on serum metabolites in broiler chickens, and to explore the changes of metabolism caused by ammonia stress in terms of small molecules and metabolic pathways, so as to provide data support for reasonable regulation of ammonia in the poultry house. 【Method】Ninety-six 21-day-old healthy AA broilers were randomly divided into control group and experimental group by a single factor completely random design, with 4 replicates in each group and 12 chickens per replicate. The control group ammonia concentration was 0 mg·kg -1, the test group ammonia concentration was 45 mg·kg -1. The experiment was carried out in an artificial simulated respiratory chamber, which was fully automated to control the temperature and humidity and the other environmental conditions. Broilers were raised in the nets and the feed and water were provided ad libitum during the entire experimental period. The trial lasted 21 days with 24 h lighting program. They were routinely managed according to the AA broiler feeding manual and immunized according to the routine procedures. Two broiler chickens pre replicate from each treatment were chosen randomly and blood samples were collected from the wing vein at 42 day-old. After pretreatment of serum samples, the metabolites were detected by GC-MS technology, and identified by mass spectral database. Principal component analysis (PCA), partial least-squares discriminant analysis (PLSDA), orthogonal partial least squares discriminant analysis (OPLSDA) and t-test were used to find the different metabolites, and then the bioinformatics methods was used to analyze the differential metabolic pathways. 【Result】Results showed that: (1) A total of 204 metabolites were detected in serum of broiler chickens by GC-MS combining with rapid identification of the detected metabolites performed with a mass spectrometry database. Metabolomics data were imported into SIMCA-P software for multivariate statistical analysis, and then t-test. Twenty-three different metabolites were identified, of which 19 were up-regulated and 4 were down-regulated. (2) Differential metabolites mainly involved energy metabolism (lactic acid, α-ketoglutaric acid), amino acid metabolism (L-Allothreonine acid, L-Homoserine, Nicotinylglycine), fatty acid metabolism (stearic acid, linolenic acid, linoleic acid, cholesterol) and nucleotide metabolism (hypoxanthine, uracil, thymine) and so on. (3) Metabolic pathway enrichment analysis showed that ammonia stress mainly affected the fat metabolism pathway in serum of broiler chickens, including linoleic acid metabolism, arachidonic acid metabolism and α-linolenic acid metabolism. 【Conclusion】 It can be seen that GC-MS can detect serum metabolites comprehensively, and screen differential metabolites accurately. Chronic ammonia stress significantly affected serum metabolites content of broilers, mainly affected fat metabolism pathway.

Key words: broiler, metabonomics, serum, metabolites, GC-MS

Fig.1

Total ion chromatograms of serum of broilers. (A is the control group and B is the experimental group)"

Fig. 2

The PCA score scatter plot of serum metabolites in broilers C1 represents control sample 1, T1 represents test sample 1, and so on. The same as below"

Fig. 3

The PLS-DA score scatter plot of serum metabolites in broilers"

Fig. 4

The OPLS-DA score scatter plot of serum metabolites in broilers"

Fig. 5

Model validation plots of OPLS-DA"

Table 1

main significant metabolites in serum of broilers"

代谢物 Metabolites 变化趋势 Change trend VIP 值 VIP value PP value
乳酸 Lactic acid 1.5807 0.0352
α-酮戊二酸 Alpha-ketoglutaric acid 1.7845 0.0082
苏糖醇 Threitol 1.4728 0.0354
肌醇 Myo-inositol 1.4704 0.0412
硬脂酸 Stearic acid 1.4236 0.0384
亚麻酸 Linolenic acid 1.6603 0.0178
亚油酸 Linoleic acid 1.6483 0.0134
反式-9-十八碳烯酸 Elaidic acid 1.9429 0.0031
棕榈酸 Palmitic acid 1.6947 0.0154
十八烯酸 Oleic acid 1.7048 0.0128
花生四烯酸 Arachidonic acid 1.8747 0.0048
亚油酸甲酯 Linoleic acid methyl ester 1.4729 0.0356
D-甘油酸 D-Glyceric acid 1.4868 0.0239
胆固醇 Cholesterol 1.4233 0.0357
2-羟基丁酸 2-hydroxybutanoic acid 1.8462 0.0072
3-羟基丁酸 3-hydroxybutyric acid 2.2048 0.0003
次黄嘌呤 Hypoxanthine 1.6020 0.0239
尿嘧啶 Uracil 1.5908 0.0186
胸腺嘧啶 Thymine 1.5775 0.0197
羟基脲 Hydroxyurea 1.5766 0.0207
L-别苏氨酸 L-Allothreonine 1.5866 0.0300
L-高丝氨酸 L-homoserine 2.1316 0.0010
烟酰甘氨酸 Nicotinoylglycine 1.5466 0.0211

Fig. 6

Volcano plot of serum metabolite of broilers"

Fig. 7

Topology analysis of metabolic pathways identified in the serum A:Linoleic acid metabolism;B:alpha-Linolenic acid metabolism;C:Arachidonic acid metabolism. The darker the color, the smaller the P value"

[1] 乔娜, 干驰, 朱佳琪, 徐旭俊, 陈建泉, 成国祥 . 转hLF基因山羊血液生理生化指标检测分析. 南京农业大学学报, 2016, ( 3):483-487.
QIAO N, GAN C, ZHU J Q, XU X J, CHEN J Q, CHENG G X . Hematological and biochemical indices in blood of hLF transgenic goat. Journal of Nanjing Agricultural University, 2016, ( 3):483-487. (in Chinese)
[2] 魏宝兴 . 氨气对仔猪肺部结构及纤维化相关基因表达的影响[D]. 武汉:华中农业大学, 2016.
WEI B X . The influence of ammonia on structure and gene expression of fibrosis of pulmonary tissue in piglets[D]. Wuhan: Huazhong Agricultural University, 2016. (in Chinese)
[3] 高航, 袁雄坤, 姜丽丽, 王军军, 臧建军 . 猪舍环境参数研究综述. 中国农业科学, 2018,51(16):3226-3236.
GAO H, YUAN X K, JIANG L L, WANG J J, ZANG J J . Review of environmental parameters in pig house. Scientia Agricultura Sinica, 2018,51(16):3226-3236. (in Chinese)
[4] 李聪, 卢庆萍, 唐湘方, 张继泽, 丁泽民, 张宏福 . 不同氨气浓度对肉鸡生长性能及肉质性状的影响. 中国农业科学, 2014,47(22):4516-4523.
LI C, LU Q P, TANG X F, ZHANG J Z, DING Z M, ZHANG H F . Influence of ammonia concentration on growth performance and meat quality of broilers. Scientia Agricultura Sinica, 2014,47(22):4516-4523. (in Chinese)
[5] 阳艳林, 薛国聪 . 畜舍内氨的产生、危害及调控措施. 养猪, 2009, ( 2):46-48.
YANG Y L, XUE G C . Produce, harm and control measures of ammonia in the animal house. Swine Production, 2009, ( 2):46-48. (in Chinese)
[6] 邢焕, 栾素军, 孙永波, 萨仁娜, 张宏福 . 舍内不同氨气浓度对肉鸡抗氧化性能及肉品质的影响. 中国农业科学, 2015,48(21):4347-4357.
XING H, LUAN S J, SUN Y B, SA R N, ZHANG H F . Effect of ammonia in broiler houses on the antioxidant activity and meat quality of broiler. Scientia Agricultura Sinica, 2015,48(21):4347-4357. (in Chinese)
[7] LU M, BAI J, XU B, SUN Q Y, WEI F X, TANG X F, ZHANG H F, LI J, WANG G L, YIN Q Q . Effect of alpha-lipoic acid on relieving ammonia stress and hepatic proteomic analyses of broilers. Poultry Science, 2017,96(1):88-97.
[8] BORELL V, OZPINAR E, ESLINGER A, SCHNITZ K M, ZHAO A L, MITLOEHNER Y, BORELL V, OZPINAR E, ESLINGER A . Acute and prolonged effects of ammonia on hematological variables, stress responses, performance, and behavior of nursery pigs. Journal of Swine Health and Production, 2007,15(15):137-145.
[9] WEI F X, HU X F, XU B, ZHANG M H, LI S Y, SUN Q Y, LIN P . Ammonia concentration and relative humidity in poultry houses affect the immune response of broilers. Genetics and Molecular Research Gmr, 2015,14(2):3160-3169.
[10] 宋弋, 王忠, 姚中磊, 汪以真 . 慢性氨气暴露对肉鸡NK细胞杀伤活性和血清新城疫抗体效价和溶菌酶的影响. 中国畜牧杂志, 2009,45(7):47-50.
SONG Y, WANG Z, YAO Z L, WANG Y Z . Effects of chronic ammonia exposure on natural killer cell activity, newcastle disease antibody titer and serum lysozyme levels of broiler. Chinese Journal of Animal Science, 2009,45(7):47-50. (in Chinese)
[11] 魏凤仙, 胡骁飞, 张敏红, 李绍钰, 徐彬, 蔺萍, 孙全友, 李浩 . 相对湿度和氨气应激对肉仔鸡血氨水平及细胞因子含量的影响. 动物营养学报, 2013,25(10):2246-2253.
WEI F X, HU X F, ZHANG M H, LI S Y, XU B, LIN P, SUN Q Y, LI H . Effects of relative humidity and ammonia stress on plasma ammonia level and cytokine contents of broilers. Chinese Journal of Animal Nutrition, 2013,25(10):2246-2253. (in Chinese)
[12] 李聪 . 不同浓度氨气对肉鸡生长性能及呼吸道黏膜屏障的影响[D]. 北京:中国农业科学院, 2014.
LI C . Effects of Atmospheric ammonia concentration on broiler growth performance and airway mucous barrier[D]. Beijing: Chinese Academy of Agricultural Sciences, 2014.(in Chinese)
[13] 李亚娟, 王东升, 张世栋, 严作廷, 杨志强, 杜玉兰, 董书伟, 何宝祥 . 基于GC-MS 技术的蹄叶炎奶牛血浆代谢谱分析. 中国农业科学, 2016,49(21):4255-4264.
LI Y J, WANG D S, ZHANG S D, YAN Z T, YANG Z Q, DU Y L, DONG S W, HE B X . Plasma metabolic profiling analysis of dairy cows with laminitis based on gc-ms. Scientia Agricultura Sinica, 2016,49(21):4255-4264.(in Chinese)
[14] 王林枫, 贾少丹, 杨改青, 朱河水, 柳如意, 严平, 李明, 杨国宇 . 脂多糖对奶山羊肝脏代谢组学的影响. 中国农业科学, 2015,48(18):3701-3710.
WANG L F, JIA S D, YANG G Q, ZHU H S, LIU R Y, YAN P, LI M, YANG G Y . Study on the Effect of lipopolysaccharide on hepatic metabolism in dairy goat liver. Scientia Agricultura Sinica, 2015,48(18):3701-3710.(in Chinese)
[15] 孙雨航, 许楚楚, 李昌盛, 夏成, 徐闯, 吴凌, 张洪友 . 基于 1 H NMR 技术的乳热奶牛血清代谢组学分析 . 中国农业科学, 2015,48(2):362-369.
SUN Y H, XU C C, LI C S, XIA Cheng, XU C, WU L, ZHANG H Y . 1HNMR-based serum metabolomics analysis of dairy cows with milk fever . Scientia Agricultura Sinica, 2015,48(2):362-369. (in Chinese)
[16] CHAN E C Y, KOH P K, MAL M, CHEAH P Y, KONG W E, BACKSHALL A, CAVILL R, NICHOLSON J K, KEUN H C . Metabolic profiling of human colorectal cancer using high-resolution magic angle spinning nuclear magnetic resonance (hr-mas nmr) spectroscopy and gas chromatography mass spectrometry (GC/MS). Journal of Proteome Research, 2009,8(1):352-361.
[17] PATTI G J, YANES O, SIUZDAK G . Innovation: Metabolomics: the apogee of the omics trilogy. Nature Reviews Molecular Cell Biology, 2012,13(4):263.
[18] REZZI S, RAMADAN Z, FAY L B, KOCHHAR S . Nutritional metabonomics: applications and perspectives. Journal of Proteome Research, 2007,6(2):513-525.
[19] 聂存喜 . 酵母发酵棉粕对肉鸡脂类代谢的影响及其代谢组学研究[D]. 石河子:石河子大学, 2015.
NIE C X . Effect of Fermented cottonseed meal with yeast on lipid metabolism of broiler chickens and its metabolomic research[D]. Shihezi: Shihezi University.(in Chinese)
[20] 孙玲伟, 包凯, 李影, 李兰, 张洪友, 夏成, 吴凌 . 奶牛临床和亚临床酮病的血浆代谢组学研究. 中国农业科学, 2014,47(8):1588-1599.
SUN L W, BAO K, LI Y, LI L, ZHANG H Y, XIA C, WU L . Plasma metabolomics study of dairy cows with clinical and subclinical ketosis. Scientia Agricultura Sinica, 2014,47(8):1588-1599.(in Chinese)
[21] 范子玲, 许楚楚, 舒适, 肖鑫焕, 王刚, 白云龙, 张江, 赵畅, 夏成 . 基于GC/MS 技术的产后卵巢静止奶牛血浆代谢谱分析. 中国农业科学, 2017,50(15):3042-3051.
FAN Z L, XU C C, SHU S, XIAO X H, WANG G, BAI Y L, ZHANG J, ZHAO C, XIA C . Plasma metabolic profiling of postpartum dairy cows with inactive ovaries based on gc/ms technique. Scientia Agricultura Sinica, 2017,50(15):3042-3051.(in Chinese)
[22] 肖英平 . 早期断奶仔猪血清代谢组学研究及谷氨酰胺对日粮消化吸收和代谢的影响[D]. 杭州:浙江大学, 2012.
XIAO Y P . Metabolomic study of serum in early weaned piflets and effects of L-glutamine on nutrient digestibility and metabolism[D]. Hangzhou:Zhejiang University, 2012.(in Chinese)
[23] AMETAJ B N, ZEBELI Q, SALEEM F, PSYCHOGIOS N, LEWIS M J, DUNN S M, XIA J, WISHART D S . Metabolomics reveals unhealthy alterations in rumen metabolism with increased proportion of cereal grain in the diet of dairy cows. Metabolomics, 2010,6(4):583-594.
[24] 代童童, 李耀坤, 刘德武, 柳广斌, 孙宝丽 . 代谢组学在反刍动物营养研究中的应用进展. 动物营养学报, 2017,29(9):3044-3050.
DAI T T, LI Y K, LIU D W, LIU G B, SUN B L . Advance in the application of metabonomics to nutrition research of ruminants. Chinese Journal of Animal Nutrition, 2017,29(9):3044-3050. (in Chinese)
[25] 宋弋, 王忠, 姚中磊, 孟庆平, 王友明, 汪以真, 呙于明 . 氨气对肉鸡生产性能、血氨和尿酸的影响研究. 中国家禽, 2008,30(13):10-12.
SONG Y, WANG Z, YAO Z L, MENG Q P, WANG Y M, WANG Y Z, GUO Y M . Effects of atmospheric ammonia on growth performance, plasma ammonia and uric acid in broilers. China Poultry, 2008,30(13):10-12.(in Chinese)
[26] 李扬帆 . 大气PM2.5 染毒大鼠血清和尿液代谢组学研[D]. 太原: 山西医科大学, 2016.
LI Y F . Metabolism studies on serum and urine of the ambient fine particulate matter exposure in rats[D]. Taiyuan: Shanxi Medical University, 2016.(in Chinese)
[27] 石磊 . 苯并 (a) 芘及大气 PM2.5 染毒大鼠肝和脑代谢组学研究[D]. 太原: 山西医科大学, 2017.
SHI L . Metabolism studies on liver and brain in rats exposed to benzo (a) pyrene and atmospheric fine particulate matter[D]. Taiyuan: Shanxi Medical University, 2017.(in Chinese)
[28] SAHEBKAR A, SANCHO E, ABELL D, CAMPS J, JOVEN J . Novel circulating biomarkers for non‐alcoholic fatty liver disease: A systematic review. Journal of Cellular Physiology, 2018,233(2):849-855.
[29] 陈平安 . 慢性心力衰竭患者血清 α 酮戊二酸水平的变化及其临床意义的研究[D]. 广州: 南方医科大学, 2014.
CHEN P A . Variety and clinical significance of serum α 2- oxoglutarate in chronic heart failure[D]. Guangzhou: Southern Medical University, 2014.(in Chinese)
[30] 王琼叶 . 高血氨诱导肝细胞损伤及其代谢组学的研究[D]. 郑州: 郑州大学, 2015.
WANG Q Y . A study on hyperammonemia-induced hepatocyte injury and its metabonomics[D]. Zhengzhou: Zhengzhou University, 2015.(in Chinese)
[31] 张西雷 . 氨气对肉鸡的影响及地衣芽孢杆菌对氨气减量排放的技术研究[D]. 泰安:山东农业大学, 2006.
ZHANG X L . The study of effect of the NH3 concentration on the livestock breed and bacillus licheniform let-reducing technology[D]. Tanan: Shandong Agricultural University, 2006.(in Chinese)
[32] 钟宇, 姚春, 姚凡, 黄国初, 王萌, 杨小徽 . 29 例轻微型肝性脑病患者血清中特异性代谢物. 世界华人消化杂志, 2015,23(34):5452-5457.
ZHONG Y, YAO C, YAO F, HUANG G C, WANG M, YANG X W . Serum metabolic profling in 29 patients with minimal hepatic encephalopathy. World Chinese Journal of Digestology, 2015,23(34):5452-5457.(in Chinese)
[33] 杨宇峰, 滕飞, 徐娜, 石岩 . 脾气虚证2型糖尿病大鼠血液代谢组学研究. 中华中医药杂志, 2014,29(08):2464-2466.
YANG Y F, TENG F, XU N, SHI Y . Metabolomics research on spleen qi deficiency syndrome T2DM in rat blood. China Journal of Traditional Chinese Medicine and Pharmacy, 2014,29(08):2464-2466.(in Chinese)
[34] HUANG C F, CHENG M L, FAN C M, HONG C Y, SHIAO M S . Nicotinuric Acid: A potential marker of metabolic syndrome through a metabolomics-based approach. Diabetes Care, 2013,36(6):1729-1731.
[35] SA R, XING H, LUAN S, SUN Y, SUN C, ZHANG H . Atmospheric ammonia alters lipid metabolism-related genes in the livers of broilers (Gallus gallus). Journal of Animal Physiology and Animal Nutrition, 2018,102(2):941-947.
[36] XING H, LUAN S, SUN Y, SA R, ZHANG H . Effects of ammonia exposure on carcass traits and fatty acid composition of broiler meat. Animal Nutrition, 2016,2(4):282-287.
[37] 陈威妮 . 基于代谢组学技术的2型糖尿病中医证的动态研究[D]. 广州:广州中医药大学, 2012.
CHEN W N . Dynamic development of traditional Chinese medicine patterns in type 2 diabetes mellitus based on metabonomics analysis[D]. Guangzhou: Guangzhou University of Chinese Medicine, 2012.(in Chinese)
[38] 郭延生, 贾启鹏, 陶金忠 . 基于GC-MS策略的奶牛热应激血液代谢组学研究. 畜牧兽医学报, 2015,46(8):1356-1362.
GUO Y S, JIA Q P, TAO J Z . Blood metabolomic studies of heat stress cow with GC-MS. Acta Veterinaria Et Zootechnica Sinica, 2015,46(8):1356-1362.(in Chinese)
[39] 柳清, 汪永忠, 姜辉, 韩燕全, 李钰馨 . 基于GC-TOF-MS 研究威灵仙总皂苷对佐剂性关节炎大鼠血清代谢谱的影响. 中国中药杂志, 2016,41(12):2321-2328.
LIU Q, WANG Y Z, JIANG H, HAN Y Q, LI Y X . Effect of total saponins of Clematidis Radix et Rhizoma on serum metabolic profile in adjuvant arthritis rats based on GC-TOF- MS. China Journal of Chinese Materia Medica, 2016,41(12):2321-2328.(in Chinese)
[40] GALL W E, BEEBE K, LAWTON K A, ADAM K P, MITCHELL M W, NAKHLE P J, RYALS J A, MILBURN M V, NANNIPIERI M, CAMASTRA S . Alpha-hydroxybutyrate is an early biomarker of insulin resistance and glucose intolerance in a nondiabetic population. PLoS One, 2010,5(5):e10883.
[41] MIYAZAKI T, HONDA A, IKEGAMI T, IWAMOTO J, MONMA T, HIRAYAMA T, SAITO Y, YAMASHITA K, MATSUZAKI Y . Simultaneous quantification of salivary 3-hydroxybutyrate, 3- hydroxyisobutyrate, 3-hydroxy-3- methylbutyrate, and 2-hydroxybutyrate as possible markers of amino acid and fatty acid catabolic pathways by LC-ESI-MS/MS. Springerplus, 2015,4(1):494.
[42] 魏凤仙 . 湿度和氨暴露诱导的慢性应激对肉仔鸡生长性能、肉品质、生理机能的影响及其调控机制[D]. 杨凌:西北农林科技大学, 2012.
WEI F X . Effects of exposure to humidity and ammonia induced chronic stress on growth performance,meat quality, physiological function in broilers and its regulating mechanism[D]. Yangling: North West Agriculture and Forestry University, 2012.(in Chinese)
[43] 姚中磊 . 不同氨气浓度对肉仔鸡生长、免疫和血液生理生化指标的影响[D]. 杭州:浙江大学, 2008.
YAO Z L . Effects of different ammonia concentrations on growth, immunity and physiological-biochemical parameters in broiler chickens[D]. Hangzhou: Zhejiang University, 2008.(in Chinese)
[1] LI Gang,BAI Yang,JIA ZiYing,MA ZhengYang,ZHANG XiangChi,LI ChunYan,LI Cheng. Phosphorus Altered the Response of Ionomics and Metabolomics to Drought Stress in Wheat Seedlings [J]. Scientia Agricultura Sinica, 2022, 55(2): 280-294.
[2] WANG XueJie,XING Shuang,ZHAO ShaoMeng,ZHOU Ying,LI XiuMei,LIU QingXiu,MA DanDan,ZHANG MinHong,FENG JingHai. Effects of Heat Stress on Ileal Microbiota of Broilers [J]. Scientia Agricultura Sinica, 2022, 55(17): 3450-3460.
[3] LIU WangJing,TANG DeFu,AO ChangJin. Effect of Allium mongolicum Regel and Its Extracts on the Growth Performance, Carcass Characteristics, Meat Quality and Serum Biochemical Indices of Captive Small-Tailed Han Sheep [J]. Scientia Agricultura Sinica, 2022, 55(17): 3461-3472.
[4] DING Peng,TONG YueYue,LIU HuiChao,YIN Xin,LIU JiangJun,HE Xi,SONG ZeHe,ZHANG HaiHan. Dynamic Changes of Yolk Microbiota in Yellow-Feathered Broiler and Its Role on Early Colonization of Intestinal Microbiota During the Embryonic Stage [J]. Scientia Agricultura Sinica, 2022, 55(14): 2837-2849.
[5] CHEN ZhiMin,CHANG WenHuan,ZHENG AiJuan,CAI HuiYi,LIU GuoHua. Effect of Expanded Feather Powder on Growth Performance, Slaughter Performance and Serum Biochemical Index of Broiler [J]. Scientia Agricultura Sinica, 2022, 55(13): 2643-2653.
[6] TAN FengLing,ZHAN Ping,WANG Peng,TIAN HongLei. Effects of Thermal Sterilization on Aroma Quality of Flat Peach Juice Based on Sensory Evaluation and GC-MS Combined with OPLS-DA [J]. Scientia Agricultura Sinica, 2022, 55(12): 2425-2435.
[7] SHU JingTing,JI GaiGe,SHAN YanJu,ZHANG Ming,JU XiaoJun,LIU YiFan,TU YunJie,SHENG ZhongWei,TANG YanFei,JIANG HuaLian,ZOU JianMin. Expression Analysis of IGF1-PI3K-Akt-Dependent Pathway Genes in Skeletal Muscle and Liver Tissue of Yellow Feather Broilers [J]. Scientia Agricultura Sinica, 2021, 54(9): 2027-2038.
[8] YuYan YANG,YaoWen LI,Shuang XING,MinHong ZHANG,JingHai FENG. The Temperature-Humidity Index Estimated by the Changes of Surface Temperature of Broilers at Different Ages [J]. Scientia Agricultura Sinica, 2021, 54(6): 1270-1279.
[9] AiHua WANG,HongYe MA,RongFei LI,ShiPin YANG,Rong QIAO,PeiLin ZHONG. Metabolic Analysis of Aroma Components in Two Interspecific Hybrids from the Cross of F.ananassa Duch. and Fragaria nilgerrensis Schlecht. [J]. Scientia Agricultura Sinica, 2021, 54(5): 1043-1054.
[10] ZHANG GuiYun,ZHU JingWen,SUN MingFa,YAN GuoHong,LIU Kai,WAN BaiJie,DAI JinYing,ZHU GuoYong. Analysis of Differential Metabolites in Grains of Rice Cultivar Changbai 10 Under Salt Stress [J]. Scientia Agricultura Sinica, 2021, 54(4): 675-683.
[11] ZHANG Lan,WANG LiangZhi,HUANG YanLing,LIAO XiuDong,ZHANG LiYang,LÜ Lin,LUO XuGang. Effects of Dietary Supplemental Pattern of Trace Eloments on the Growth Performance, Carcass Traits and Meat Quality of Broilers [J]. Scientia Agricultura Sinica, 2021, 54(22): 4906-4916.
[12] LIU Qiang,LIU JiWei,TIAN Tian,YAN Wei,LIU Bing,ZHAO SiQi,HU QiuHui,DING Chao. Dynamic Analysis for the Characteristics of Flavor Fingerprints for Brown Rice in Short-Term Storage Under High Temperature Stress [J]. Scientia Agricultura Sinica, 2021, 54(2): 379-391.
[13] YUAN PingLi,HE Nan,ZHAO ShengJie,LU XuQiang,ZHU HongJu,DIAO WeiNan,GONG ChengSheng,MUHAMMAD Jawad Umer,LIU WenGe. Metabolomics Comparative Study on Fruits of Edible Seed Watermelon, Egusi and Common Watermelon [J]. Scientia Agricultura Sinica, 2021, 54(19): 4179-4195.
[14] Zhen LI,ShiXiong YANG,Sheng NIU,Ning ZHANG,Xin LI,YangYang ZHANG,YunFei JIA,ZhiXiong TIAN,GuanBao NING,Ding ZHANG,WenXia TIAN. Effect of Recombinant GSTA3 Protein on Expression of the Anti-Apoptotic Gene BAG-3 in Thiram-Induced Tibial Chondrodysplasia [J]. Scientia Agricultura Sinica, 2020, 53(9): 1921-1930.
[15] ZHAO WenHua,WANG GuiYing,XUN Wen,YU YuanRui,GE ChangRong,LIAO GuoZhou. Selection of Water-Soluble Compounds by Characteristic Flavor in Chahua Chicken Muscles Based on Metabolomics [J]. Scientia Agricultura Sinica, 2020, 53(8): 1627-1642.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!