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Temperament affects the impact of dietary tryptophan on the gut-liver-brain axis in sheep

Feifan Wu1, 2, Luoyang Ding1, 2, Shane K Maloney3, Dominique Blache1, 2, Mengzhi Wang1, 4#

1 College of Animal Science and Technology, Yangzhou University, Yangzhou 225300, China;

2 School of Agriculture and Environment and UWA Institute of Agriculture, The University of Western Australia, 35 Stirling Highway, Crawley 6009, Western Australia, Australia;

3 School of Human Sciences, The University of Western Australia, 35 Stirling Highway, Crawley 6009, Western Australia, Australia;

4 State Key Laboratory of Sheep Genetic Improvement and Healthy Production, Xinjiang Academy of Agricultural Reclamation Sciences, Shihezi 832000, China.

 Highlights 

• Dietary tryptophan affects sheep temperament via the gut–liver–brain axis.

•The microbiome activates SCFA and tryptophan metabolites pathways in a temperament-specific manner.

• Nutrition strategies tailored to temperament could improve sheep welfare.

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摘要  

性情是个体在面对外界挑战时表现出的稳定反应模式,与人格特征类似,例如在相同情境下表现为安静或激动的差异。性情不仅受遗传因素影响,还可受到调控大脑相关通路的内在生理与代谢因素的调节。在单胃动物中,已有研究表明肠脑轴(GBA)参与性情的形成。然而,最新研究发现来自肝脏的信号亦可通过调节大脑功能和肠道微生物群而产生作用,从而构成肠脑轴(GLBA)的三向互作机制,但肝脏在GLBA调控性情中的具体作用尚不明确。为探究这一问题,本研究首次在反刍动物中系统评估了饮食色氨酸(tryptophan, Trp)补充对GLBA信号通路的影响。Trp是一种已知可调节性情的营养补充剂本研究以湖羊为模型,选取性情差异明显的个体(安静型C与紧张型N),并设置Trp补充处理(T),形成四个实验组(CCTNNT)。通过对瘤胃微生物群、结肠和肝脏代谢物以及脑内相关信号的综合分析,探索Trp通过GLBA影响性情的潜在机制。结果表明,Trp补充显著改变了瘤胃微生物群结构,其中ChloroflexiBdellovibrionota在补充组显著增加,FlexilineaCT组富集,而MonoglobusSediminispirochaetaNT组富集。其中特定菌群和门水平的丰度变化可能导致循环中短链脂肪酸(SCFAs)、氨基酸和Trp代谢物水平的改变,从而部分解释了此前观察到的Trp对紧张型湖羊性情改善的现象。结肠和肝脏样品的代谢组学分析进一步提示,这些组织中的氨基酸代谢及SCFAs可能参与了性情的表达。综上所述,本研究首次在绵羊中提供了饮食Trp通过GLBA依赖性通路影响行为的证据。研究结果强调SCFAsTrp代谢物及微生物互作为关键介质,并提示GLBA可能是反刍动物性情调控的重要信号网络。这一发现不仅拓展了对GLBA与性情关系的认识,也表明基于个体性情差异的营养策略有望改善动物福利,并推动精准畜牧业的发展。



Abstract  

Temperament, similarly to personality, is defined by a consistency in the response of an individual to a challenge, for example, calm or agitated responses. Temperament is partly determined by genetic factors but can also be modulated by internal factors that act on the brain pathways that control temperament. In monogastric animals, the gut-brain axis (GBA) influences temperament. Recently, it has been shown that signals from the liver can impact both brain function and the gut microbiome in a three-way interaction named the GLBA. The role of the liver in GLBA signalling in the expression of temperament is unknown. Here, we report the first broad investigation on the impact of dietary tryptophan (Trp), a supplement that is known to affect temperament, on the communication pathways of the GLBA in Hu sheep of calm (C) or nervous (N) temperaments. In the rumen, Trp supplementation (T) increased the abundance of Chloroflexi and Bdellovibrionota abundance, with Flexilinea enriched in CT and Monoglobus and Sediminispirochaeta enriched in NT. Changes in the abundance of specific genera and phyla probably caused the observed changes in circulating levels of SCFAs, amino acids, and tryptophan metabolites. Changes in the rumen microbiome could partly explain the impact of dietary Trp on the temperament of nervous Hu sheep that was observed previously. The results of a metabolomics analysis of samples from the colon microbiome and the liver suggests that amino acid metabolism and SCFAs from these two tissues could be involved in the expression of temperament. Our findings highlight the GLBA as a potential signalling network modulating temperament in ruminants, with SCFAs, Trp metabolites, and microbial interactions as key mediators. Our data provide the first evidence that, in sheep, Trp affects behaviour through GLBA-dependent pathways and suggest that nutritional strategies, tailored for individuals’ temperament, would improve welfare in precision livestock farming. 

Keywords:  Tryptophan       microbiome       temperament       gut-brain axis  
Online: 12 September 2025  
Fund: 

This work was supported by Research on the Dynamic Nutrient Requirements of Meat-Producing Livestock and the Development of Precision Nutrition Supply Models-National Key R&D Program of China (14th Five-Year Plan): “Key Technologies for Efficient Utilization of Feed and Forage and Carbon Emission Reduction in Cattle and Sheep” (2024YFD1300204), Postgraduate Research & Practice Innovation Program of Jiangsu Province (KYCX24_3808), Multi-omics Investigation of the Role of Gut Microbiota in Temperament Regulation in Altay Sheep-Ministry of Science and Technology, High-end Foreign Expert Program (G2023014066L), and the International Academic Exchange Fund for Graduate Students of Yangzhou University. 

About author:  Feifan Wu, E-mail: wffyzu@126.com; #Corresponding Mengzhi Wang, mengzhiwangyz@126.com.

Cite this article: 

Feifan Wu, Luoyang Ding, Shane K Maloney, Dominique Blache, Mengzhi Wang. 2025. Temperament affects the impact of dietary tryptophan on the gut-liver-brain axis in sheep. Journal of Integrative Agriculture, Doi:10.1016/j.jia.2025.09.015

Aatsinki A-K, Kataja E-L, Munukka E, Lahti L, Keskitalo A, Korja R, Nolvi S, Häikiö T, Tarro S, Karlsson H, Karlsson L. 2022. Infant fecal microbiota composition and attention to emotional faces. Emotion, 22, 1159-1170.

Agus A, Planchais J, Sokol H. 2018. Gut Microbiota Regulation of Tryptophan Metabolism in Health and Disease. Cell host & microbe, 23, 716-724

Aleti G, Kohn J N, Troyer E A, Weldon K, Huang S, Tripathi A, Dorrestein P C, Swafford A D, Knight R, Hong S. 2022. Salivary bacterial signatures in depression-obesity comorbidity are associated with neurotransmitters and neuroactive dipeptides. BMC Microbiology, 22, 75.

Bäckhed F, Manchester J K, Semenkovich C F, Gordon J I. 2007. Mechanisms underlying the resistance to diet-induced obesity in germ-free mice. Proceedings of the National Academy of Sciences, 104, 979-984.

Bamalan O A, Moore M J, Al Khalili Y. 2023. Physiology, Serotonin. BTI - StatPearls.

Barik S. 2020. The uniqueness of tryptophan in biology: Properties, metabolism, interactions and localization in proteins. International journal of molecular sciences, 21, 8776.

Bell E, Lamminmäki T, Alneberg J, Qian C, Xiong W, Hettich R L, Frutschi M, Bernier-Latmani R. 2022. Active anaerobic methane oxidation and sulfur disproportionation in the deep terrestrial subsurface. The ISME Journal, 16, 1583-1593.

Berger M, Gray J A, Roth B L. 2009. The expanded biology of serotonin. Annual review of medicine, 60, 355-366.

Blache D, Bickell S L. 2010. Temperament and reproductive biology: emotional reactivity and reproduction in sheep. Revista Brasileira de Zootecnia, 39, 401-408.

Boadle-Biber M C. 1993. Regulation of serotonin synthesis. Progress in biophysics and molecular biology, 60, 1-15.

Bolyen E a-O, Rideout J a-O, Dillon M a-O, Bokulich N a-O, Abnet C a-O, Al-Ghalith G a-O, Alexander H, Alm E a-O, Arumugam M a-O, Asnicar F a-O, Bai Y a-O, Bisanz J a-O, Bittinger K, Brejnrod A, Brislawn C J, Brown C a-O, Callahan B a-O X, Caraballo-Rodríguez A a-O, Chase J, Cope E K, et al. 2019. Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2. Nature biotechnology, 37, 852-857.

Burdick Sanchez N C, Carroll J A, Broadway P R, Hughes H D, Roberts S L, Richeson J T, Schmidt T B, Vann R C. 2016. Cattle temperament influences metabolism: metabolic response to glucose tolerance and insulin sensitivity tests in beef steers. Domestic Animal Endocrinology, 56, 85-95.

Candlish E, Stanger N, Devlin T, Lacroix L. 1970. Tryptophan absorption and metabolism in sheep. Canadian Journal of Animal Science, 50, 337-344.

Chai L-J, Xu P-X, Qian W, Zhang X-J, Ma J, Lu Z-M, Wang S-T, Shen C-H, Shi J-S, Xu Z-H. 2019. Profiling the Clostridia with butyrate-producing potential in the mud of Chinese liquor fermentation cellar. International Journal of Food Microbiology, 297, 41-50.

Chaudhry A S. 2007. Slaughtered Cattle as a Source of Rumen Fluid to Evaluate Supplements for In Vitro Degradation of Grass Nuts and Barley Straw. The Open Veterinary Science Journal, 2, 16-22.

Crawford Rj Jr, Hoover Wh, Ll. J. 1980. Effects of solids and liquid flows on fermentation in continuous cultures. II. Nitrogen partition and efficiency of microbial synthesis. Journal of Animal Science, 51, 986-995.

Cunha C S, Veloso C M, Marcondes M I, Mantovani H C, Tomich T R, Pereira L G R, Ferreira M F L, Dill-Mcfarland K A, Suen G. 2017. Assessing the impact of rumen microbial communities on methane emissions and production traits in Holstein cows in a tropical climate. Systematic and Applied Microbiology, 40, 492-499.

Daming S, Gaorui B, Kai Z, Liu N, Yin Y, Hou Y, Xie F, Zhu W, Mao S, Liu J. 2024. Early-life ruminal microbiome-derived indole-3-carboxaldehyde and prostaglandin D2 are effective promoters of rumen development. Genome Biology, 25, 64.

Delgado I, Cussotto S, Anesi A, Dexpert S, Aubert A, Aouizerate B, Beau C, Forestier D, Ledaguenel P, Magne E, Mattivi F, Capuron L. 2022. Association between the indole pathway of tryptophan metabolism and subclinical depressive symptoms in obesity: a preliminary study. International Journal of Obesity, 46, 885-888.

Desbonnet L, Garrett L, Clarke G, Bienenstock J, Dinan T G. 2008. The probiotic Bifidobacteria infantis: An assessment of potential antidepressant properties in the rat. Journal of Psychiatric Research, 43, 164-174.

Ding L, Maloney S K, Wang M, Rodger J, Chen L, Blache D. 2020. Association between temperament related traits and single nucleotide polymorphisms in the serotonin and oxytocin systems in Merino sheep. Genes, Brain and Behavior, 20, e12714.

Ding L, Romaniuk Colman E, Wang Y, Ramachandran M, Maloney S K, Chen N, Yin J, Chen L, Van Lier E, Blache D, Wang M. 2024. Novel pathways linked to the expression of temperament in Merino sheep: a genome-wide association study. Animal, 18, 101279.

Dorrestein P, Gentry E, Collins S, Panitchpakdi M, Belda-Ferre P, Stewart A, Wang M, Jarmusch A, Avila J, Plichta D, Aron A, Vlamakis H, Ananthakrishnan A, Clish C, Xavier R, Baker E, Patterson A, Knight R, Siegel D.2021. A synthesis-based reverse metabolomics approach for the discovery of chemical structures from humans and animals. Research Square https://doi.org/10.21203/rs.3.rs-820302/v1

Everard A, Matamoros S, Geurts L, Delzenne N M, Cani P D. 2014. Saccharomyces boulardii administration changes gut microbiota and reduces hepatic steatosis, low-grade inflammation, and fat mass in obese and type 2 diabetic db/db mice. mBio, 5, 10-1128.

Finkemeier M-A, Langbein J, Puppe B. 2018. Personality research in mammalian farm animals: concepts, measures, and relationship to welfare. Frontiers in Veterinary Science, 5, 131.

Fortina R, Glorio Patrucco S, Barbera S, Tassone S. 2022. Rumen fluid from slaughtered animals: a standardized procedure for sampling, storage and use in digestibility trials. Methods and Protocols, 5, 59.

Foster J A, Rinaman L, Cryan J F. 2017. Stress & the gut-brain axis: Regulation by the microbiome. Neurobiology of Stress, 7, 124-136.

Francisco C L, Resende F D, Benatti J M B, Castilhos A M, Cooke R F, Jorge A M. 2015. Impacts of temperament on Nellore cattle: physiological responses, feedlot performance, and carcass characteristics1. Journal of Animal Science, 93, 5419-5429.

Geldenhuys W J, Van Der Schyf C J. 2011. Role of serotonin in Alzheimer's disease: a new therapeutic target? CNS drugs, 25, 765-781.

Groothuis T G G, Carere C. 2005. Avian personalities: characterization and epigenesis. Neuroscience & Biobehavioral Reviews, 29, 137-150.

Guzel T, Mirowska-Guzel D. 2022. The role of serotonin neurotransmission in gastrointestinal tract and pharmacotherapy. Molecules, 27, 1680.

Guzior D V, Quinn R A. 2021. Review: microbial transformations of human bile acids. Microbiome, 9, 140.

Hall M B, Herejk C. 2001. Differences in Yields of Microbial Crude Protein from In Vitro Fermentation of Carbohydrates1. Journal of Dairy Science, 84, 2486-2493.

Hao Y, Liao X, Wang X, Lao S, Liao W. 2021. The biological regulatory activities of Flammulina velutipes polysaccharide in mice intestinal microbiota, immune repertoire and heart transcriptome. International Journal of Biological Macromolecules, 185, 582-591.

Hawken P A, Luckins. N, Tilbrook A J, Fiol C, Martin G B, Blache D. 2013. Genetic selection for temperament affects behaviour and the secretion of adrenal and reproductive hormones in sheep subjected to stress. Stress, 16, 130-142.

Hechler C, Borewicz K, Beijers R, Saccenti E, Riksen-Walraven M, Smidt H, Weerth C D. 2019. Association between psychosocial stress and fecal microbiota in pregnant women. Scientific Reports, 9, 4463.

Hölscher C. 2022. Protective properties of GLP-1 and associated peptide hormones in neurodegenerative disorders. British journal of pharmacology, 179, 695-714.

Hsiao E Y, Mcbride S, Hsien S, Sharon G, Hyde E R, Mccue T, Codelli J A, Chow J, Reisman S E, Petrosino J F, Patterson P H, Mazmanian S K. 2013. Microbiota modulate behavioral and physiological abnormalities associated with neurodevelopmental disorders. Cell, 155, 1451-1463.

Israelyan N, Margolis K G. 2019. Reprint of: Serotonin as a link between the gut-brain-microbiome axis in autism spectrum disorders. Pharmacological Research, 140, 115-120.

Jenkins T A, Nguyen J C, Polglaze K E, Bertrand P P. 2016. Influence of tryptophan and serotonin on mood and cognition with a possible role of the gut-brain axis. Nutrients, 8, 56.

Kaiser M, Müller C. 2021. What is an animal personality? Biology & Philosophy, 36, 1.

Kaur H, Bose C, Mande S S. 2019. Tryptophan metabolism by gut microbiome and gut-brain-axis: An in silico analysis. Frontiers in neuroscience, 13, 493713.

Keszthelyi D, Troost Fj Fau - Masclee A a M, Masclee A A. 2009. Understanding the role of tryptophan and serotonin metabolism in gastrointestinal function. Neurogastroenterology & Motility, 21, 1239-1249.

Khattab I M, Salem A Z M, Abdel-Wahed A M, Kewan K Z. 2013. Effects of urea supplementation on nutrient digestibility, nitrogen utilisation and rumen fermentation in sheep fed diets containing dates. Livestock Science, 155, 223-229.

Khoshnevisan K, Chehrehgosha M, Conant M, Meftah A, Baharifar H, Ejtahed H, Angoorani P, Gholami M, Sharifi F, Larijani B, Khorramizadeh M R. 2022. Interactive relationship between Trp metabolites and gut microbiota: The impact on human pathology of disease. Journal of Applied Microbiology, 132, 4186-4207.

Krautkramer K A, Fan J, Bäckhed F. 2021. Gut microbial metabolites as multi-kingdom intermediates. Nature Reviews Microbiology, 19, 77-94.

Kristensen N B. 2000. Quantification of whole blood short-chain fatty acids by gas chromatographic determination of plasma 2-chloroethyl derivatives and correction for dilution space in erythrocytes. Acta Agriculturae Scandinavica, Section A — Animal Science, 50, 231-236.

Le Floc'h N, Seve B. 2007. Biological roles of tryptophan and its metabolism: Potential implications for pig feeding. Livestock Science, 112, 23-32.

Liu C, Guo Y, Qian H, Cheng Y. 2022. Combination of microbiome and metabolome to analyze the cross-synergism mechanism of inulin and gut microbiota in vitro and vivo. Food Bioscience, 49, 101915.

Liu N, Sun S, Wang P, Sun Y, Hu Q, Wang X. 2021. The mechanism of secretion and metabolism of gut-derived 5-hydroxytryptamine. International journal of molecular sciences, 22, 7931.

Liu Y-Z, Chen X, Zhao W, Lang M, Zhang X-F, Wang T, Farouk M H, Zhen Y-G, Qin G-X. 2019. Effects of yeast culture supplementation and the ratio of non-structural carbohydrate to fat on rumen fermentation parameters and bacterial-community composition in sheep. Animal Feed Science and Technology, 249, 62-75.

Logue J B, Stedmon C A, Kellerman A M, Nielsen N J, Andersson A F, Laudon H, Lindström E S, Kritzberg E S. 2016. Experimental insights into the importance of aquatic bacterial community composition to the degradation of dissolved organic matter. The ISME Journal, 10, 533-545.

Lu Y, Yang W, Qi Z, Gao R, Tong J, Gao T, Zhang Y, Sun A, Zhang S, Ge J. 2023. Gut microbe-derived metabolite indole-3-carboxaldehyde alleviates atherosclerosis. Signal Transduction and Targeted Therapy, 8, 378.

Magoč T, Salzberg S L. 2011. FLASH: fast length adjustment of short reads to improve genome assemblies. Bioinformatics, 27, 2957-2963.

Maier S F, Watkins L R. 1998. Stressor controllability, anxiety, and serotonin. Cognitive Therapy & Research, 22, 595.

Maini Rekdal V a-O, Bess E a-O, Bisanz J a-O, Turnbaugh P a-O, Balskus E a-O. 2019. Discovery and inhibition of an interspecies gut bacterial pathway for Levodopa metabolism. Science, 364, eaau6323.

Marques C, Fernandes I, Meireles M, Faria A, Spencer J P E, Mateus N, Calhau C. 2018. Gut microbiota modulation accounts for the neuroprotective properties of anthocyanins. Scientific Reports, 8, 11341.

Martin A M, Young R L, Leong L, Rogers G B, Spencer N J, Jessup C F, Keating D J. 2017. The diverse metabolic roles of peripheral serotonin. Endocrinology, 158, 1049-1063.

Mcdonald P, Greenhalgh J F D, Morgan C, Edwards R, Sinclair L, Wilkinson R.2022. Animal Nutrition. 752.

Mcmahon E K, Youatt E, Cavigelli S A. 2022. A physiological profile approach to animal temperament: How to understand the functional significance of individual differences in behaviour. Proceedings of the Royal Society B: Biological Sciences, 289, 20212379.

Miura H, N O, M S, K I, T O, Nagatsu T. 2008. A link between stress and depression: shifts in the balance between the kynurenine and serotonin pathways of tryptophan metabolism and the etiology and pathophysiology of depression. Stress, 11, 198-209.

Mizrahi I a-O, Wallace R J, Moraïs S. 2021. The rumen microbiome: balancing food security and environmental impacts. Nature Reviews Microbiology, 19, 553-566.

Modoux M, Rolhion N, Mani S, Sokol H. 2021. Tryptophan metabolism as a pharmacological target. Trends in Pharmacological Sciences, 42, 60-73.

Ntranos A, Park H a-O, Wentling M, Tolstikov V, Amatruda M, Inbar B, Kim-Schulze S, Frazier C, Button J, Kiebish M A, Lublin F, Edwards K, Casaccia P. 2022. Bacterial neurotoxic metabolites in multiple sclerosis cerebrospinal fluid and plasma. Brain, 145, 569-583.

O'mahony S M, Clarke G, Borre Y E, Dinan T G, Cryan J F. 2015. Serotonin, tryptophan metabolism and the brain-gut-microbiome axis. Behavioural brain research, 277, 32-48.

Pascucci T, Colamartino M, Fiori E, Sacco R, Coviello A, Ventura R, Puglisi-Allegra S, Turriziani L, Persico A M. 2020. P-cresol alters brain dopamine metabolism and exacerbates autism-like behaviors in the BTBR mouse. Brain sciences, 10, 233.

Patra A K, Aschenbach J R. 2018. Ureases in the gastrointestinal tracts of ruminant and monogastric animals and their implication in urea-N/ammonia metabolism: A review. Journal of Advanced Research, 13, 39-50.

Peled S, Livney Y D. 2021. The role of dietary proteins and carbohydrates in gut microbiome composition and activity: A review. Food Hydrocolloids, 120, 106911.

Quinn R A, Melnik A V, Vrbanac A, Fu T, Patras K A, Christy M P, Bodai Z, Belda-Ferre P, Tripathi A, Chung L K, Downes M, Welch R D, Quinn M, Humphrey G, Panitchpakdi M, Weldon K C, Aksenov A, Da Silva R, Avila-Pacheco J, Clish C, et al. 2020. Global chemical effects of the microbiome include new bile-acid conjugations. Nature, 579, 123-129.

Rabot S, Membrez M, Bruneau A, Gérard P, Harach T, Moser M, Raymond F, Mansourian R, Chou C J. 2010. Germ-free C57BL/6J mice are resistant to high-fat-diet-induced insulin resistance and have altered cholesterol metabolism. The FASEB Journal, 24, 4948-4959.

Rognes T, Flouri T, Nichols B, Quince C, Mahé F. 2016. VSEARCH: a versatile open source tool for metagenomics. PeerJ, 4, e2584.

Romaniuk E, Vera B, Peraza P, Ciappesoni G, Damián J P, Van Lier E. 2024. Identification of candidate genes and pathways linked to the temperament trait in sheep. Genes, 15, 229.

Schmidt K, Cowen P J, Harmer C J, Tzortzis G, Errington S, Burnet P W. 2015. Prebiotic intake reduces the waking cortisol response and alters emotional bias in healthy volunteers. Psychopharmacology (Berl), 232, 1793-1801.

Seo D, Patrick C J, Kennealy P J. 2008. Role of serotonin and dopamine system interactions in the neurobiology of impulsive aggression and its comorbidity with other clinical disorders. Aggression and violent behavior, 13, 383-395.

Shilo M, Bruff B. 1965. Lysis of Gram-negative bacteria by host-independent ectoparasitic Bdellovibrio bacteriovorus isolates. Microbiology, 40, 317-328.

Sih A, Bell Alison m, Johnson J c, Ziemba Robert e. 2004. Behavioral syndromes: An integrative overview. The Quarterly Review of Biology, 79, 241-277.

Stamps J, Groothuis T G G. 2010. The development of animal personality: relevance, concepts and perspectives. Biological Reviews, 85, 301-325.

Sun G, Zhang H, Wei Q, Zhao C, Yang X, Wu X, Xia T, Liu G, Zhang L, Gao Y, Sha W, Li Y. 2019. Comparative analyses of fecal microbiota in European mouflon (Ovis orientalis musimon) and blue sheep (Pseudois nayaur) living at low or high altitudes. Frontiers in Microbiology, 10, 1735.

Sun Z, Aschalew N D, Cheng L, Xia Y, Zhang L, Yin G, Wang S, Wang Z, Dong J, Zhang W, Zhao W, Qin G, Zhang X, Zhong R, Wang T, Zhen Y. 2024. Dietary 5-hydroxytryptophan improves sheep growth performance by enhancing ruminal functions, antioxidant capacity, and tryptophan metabolism: in vitro and in vivo studies. Frontiers in Immunology, 15, 1398310.

Tripathi A, Debelius J, Brenner D A, Karin M, Loomba R, Schnabl B, Knight R. 2018. The gut-liver axis and the intersection with the microbiome. Nature Reviews Gastroenterology & Hepatology, 15, 397-411.

Valente E E L, Klotz J L, Ahn G, Harmon D L. 2021. Pattern of postruminal administration of l-tryptophan affects blood serotonin in cattle. Domestic Animal Endocrinology, 74, 106574.

Van Houtert M F J. 1993. The production and metabolism of volatile fatty acids by ruminants fed roughages: A review. Animal Feed Science and Technology, 43, 189-225.

Van Kessel S P, Frye A K, El-Gendy A O, Castejon M, Keshavarzian A, Van Dijk G, El Aidy S. 2019. Gut bacterial tyrosine decarboxylases restrict levels of levodopa in the treatment of Parkinson’s disease. Nature Communications, 10, 310.

Verbeek E, Colditz I, Blache D, Lee C. 2019. Chronic stress influences attentional and judgement bias and the activity of the HPA axis in sheep. PLoS One, 14, e0211363.

Waider J, Araragi N, Gutknecht L, Lesch K-P. 2011. Tryptophan hydroxylase-2 (TPH2) in disorders of cognitive control and emotion regulation: A perspective. Psychoneuroendocrinology, 36, 393-405.

Wanapat M, Anantasook N, Rowlinson P, Pilajun R, Gunun P. 2013. Effect of carbohydrate sources and levels of cotton seed meal in concentrate on feed intake, nutrient digestibility, rumen fermentation and microbial protein synthesis in young dairy bulls. Asian-Australasian journal of animal sciences, 26, 529-536.

Wang B, Luo H.2020. Mining novel specific rumen bacteria to enhance the bioactive function of mulberry leaf in promoting host antioxidant activity and immunomodulatory. Research Square, https://doi.org/10.21203/rs.3.rs-36704/v1

Wang J, Ding L, Yu X, Wu F, Zhang J, Chen P, Qian S, Wang M. 2023. Tryptophan improves antioxidant capability and meat quality by reducing responses to stress in nervous Hu sheep. Meat Science, 204, 109267.

Wang Z, Yang D S, Li X Y, Yu Y N, Yong L Y, Zhang P H, He J H, Shen W J, Wan F C, Feng B L, Tan Z L, Tang S X. 2021. Modulation of rumen fermentation and microbial community through increasing dietary cation–anion difference in Chinese Holstein dairy cows under heat stress conditions. Journal of Applied Microbiology, 130, 722-735.

Weatherburn M W. 1967. Phenol-hypochlorite reaction for determination of ammonia. Analytical Chemistry, 39, 971-974.

Wu F, Ding L, Maloney S K, Blache D, Wang M. 2024. Temperament and production in ruminants: the microbiome as one of the factors that affect temperament. Journal of Integrative Agriculture, (in press)

Wu F, Ding L, Wang J, Chen Q, Thapa A, Mao J, Wang M. 2023. Calm Hu sheep have a different microbiome profile and higher energy utilization efficiency than nervous Hu sheep. Fermentation, 9, 470.

Xiaoge S, Manish S, Wei W, Shengli L. 2024. Unlocking gut-liver-brain axis communication metabolites: energy metabolism, immunity and barriers. npj Biofilms and Microbiomes, 10, 136.

Xu D, Gao J, Gillilland M, 3rd, Wu X, Song I, Kao J Y, Owyang C. 2014. Rifaximin alters intestinal bacteria and prevents stress-induced gut inflammation and visceral hyperalgesia in rats. Gastroenterology, 146, 484-496.

Yan M, Man S, Sun B, Ma L, Guo L, Huang L, Gao W. 2023. Gut liver brain axis in diseases: the implications for therapeutic interventions. Signal Transduction and Targeted Therapy, 8, 443.

Yoshihara Y, Ogawa Y. 2021. Handling stress-induced rumianal microbiota changes reduce grass hay degradability in sheep. Journal of Animal and Feed Sciences, 30, 159-164.

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