Submitted:
17 April 2024
Posted:
17 April 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Ethics Statement
2.2. Animal Experiments
2.3. 16s rDNA Sequencing and Data Analysis
2.4. Metabolite Extraction and Standard Solution Preparation
2.5. UHPLC-MRM-MS Analysis
2.6. Metabolite Assay Results and Quality Control
2.7. Cell Experiments
2.7.1. Establishment of HD11 Cell Model Infected by S. Typhimurium
2.7.2. Chicken Grouping and Cell Experiments
2.8. Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR) Analysis and ELISA ASSAY
2.9. Statistical Analysis of Data
3. Results
3.1. DNA Sequence and Microbial Diversity Index Analysis
3.2. Analysis of the Composition of the Intestinal Microbial Community
3.3. Salmonella Typhimurium Infection Affects Polyunsaturated Fatty Acid Metabolism in Intestinal Tissues
3.4. Overall Enhancement of Arachidonic Acid Metabolism in Chicken Cecum Tissue Caused by Salmonella Typhimurium Infection
3.5. Spearman Analysis Results between Oxidized Lipid Metabolites, Intestinal Flora, and Inflammatory Factors
3.6. Salmonella Typhimurium Infection activates the Cyclooxygenase Metabolic Pathway of Arachidonic Acid
3.7. Salmonella Typhimurium Infection Activates the Cyclooxygenase Metabolic Pathway of Arachidonic Acid
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Fàbrega, A.; Vila, J. Salmonella enterica serovar Typhimurium skills to succeed in the host: Virulence and regulation. Clin Microbiol Rev 2013, 26, 308-341. [CrossRef]
- Winter, S.E.; Thiennimitr, P.; Winter, M.G.; Butler, B.P.; Huseby, D.L.; Crawford, R.W.; Russell, J.M.; Bevins, C.L.; Adams, L.G.; Tsolis, R.M.; et al. Gut inflammation provides a respiratory electron acceptor for Salmonella. Nature 2010, 467, 426-429. [CrossRef]
- El-Saadony, M.T.; Salem, H.M.; El-Tahan, A.M.; Abd El-Mageed, T.A.; Soliman, S.M.; Khafaga, A.F.; Swelum, A.A.; Ahmed, A.E.; Alshammari, F.A.; Abd El-Hack, M.E. The control of poultry salmonellosis using organic agents: An updated overview. Poult Sci 2022, 101, 101716. [CrossRef]
- Han, Z.; Willer, T.; Li, L.; Pielsticker, C.; Rychlik, I.; Velge, P.; Kaspers, B.; Rautenschlein, S. Influence of the Gut Microbiota Composition on Campylobacter jejuni Colonization in Chickens. Infect Immun 2017, 85, e00380. [CrossRef]
- Oakley, B.B.; Kogut, M.H. Spatial and Temporal Changes in the Broiler Chicken Cecal and Fecal Microbiomes and Correlations of Bacterial Taxa with Cytokine Gene Expression. Front Vet Sci 2016, 3, 11. [CrossRef]
- Gu, L.; Jiang, Q.; Chen, Y.; Zheng, X.; Zhou, H.; Xu, T. Transcriptome-wide study revealed m6A and miRNA regulation of embryonic breast muscle development in Wenchang chickens. Front Vet Sci 2022, 9, 934728. [CrossRef]
- Monk, J.M.; Turk, H.F.; Fan, Y.Y.; Callaway, E.; Weeks, B.; Yang, P.; McMurray, D.N.; Chapkin, R.S. Antagonizing arachidonic acid-derived eicosanoids reduces inflammatory Th17 and Th1 cell-mediated inflammation and colitis severity. Mediators Inflamm 2014, 2014, 917149. [CrossRef]
- Monk, J.M.; Hou, T.Y.; Turk, H.F.; Weeks, B.; Wu, C.; McMurray, D.N.; Chapkin, R.S. Dietary n-3 polyunsaturated fatty acids (PUFA) decrease obesity-associated Th17 cell-mediated inflammation during colitis. PLoS ONE 2012, 7, e49739. [CrossRef]
- Isse, F.A.; El-Sherbeni, A.A.; El-Kadi, A.O.S. The multifaceted role of cytochrome P450-Derived arachidonic acid metabolites in diabetes and diabetic cardiomyopathy. Drug Metab Rev 2022, 54, 141-160. [CrossRef]
- Resta-Lenert, S.; Barrett, K.E. Enteroinvasive bacteria alter barrier and transport properties of human intestinal epithelium: Role of iNOS and COX-2. Gastroenterology 2002, 122, 1070-1087. [CrossRef]
- Eckmann, L.; Stenson, W.F.; Savidge, T.C.; Lowe, D.C.; Barrett, K.E.; Fierer, J.; Smith, J.R.; Kagnoff, M.F. Role of intestinal epithelial cells in the host secretory response to infection by invasive bacteria. Bacterial entry induces epithelial prostaglandin h synthase-2 expression and prostaglandin E2 and F2alpha production. J Clin Invest 1997, 100, 296-309. [CrossRef]
- Le Faouder, P.; Baillif, V.; Spreadbury, I.; Motta, J.P.; Rousset, P.; Chêne, G.; Guigné, C.; Tercé, F.; Vanner, S.; Vergnolle, N.; et al. LC-MS/MS method for rapid and concomitant quantification of pro-inflammatory and pro-resolving polyunsaturated fatty acid metabolites. J Chromatogr B Analyt Technol Biomed Life Sci 2013, 932, 123-133. [CrossRef]
- Rognes, T.; Flouri, T.; Nichols, B.; Quince, C.; Mahé, F. VSEARCH: A versatile open source tool for metagenomics. PeerJ 2016, 4, e2584. [CrossRef]
- Callahan, B.J.; McMurdie, P.J.; Rosen, M.J.; Han, A.W.; Johnson, A.J.; Holmes, S.P. DADA2: High-resolution sample inference from Illumina amplicon data. Nat Methods 2016, 13, 581-583. [CrossRef]
- Pruesse, E.; Peplies, J.; Glöckner, F.O. SINA: Accurate high-throughput multiple sequence alignment of ribosomal RNA genes. Bioinformatics 2012, 28, 1823-1829. [CrossRef]
- Bolyen, E.; Rideout, J.R.; Dillon, M.R.; Bokulich, N.A.; Abnet, C.C.; Al-Ghalith, G.A.; Alexander, H.; Alm, E.J.; Arumugam, M.; Asnicar, F.; et al. Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2. Nat Biotechnol 2019, 37, 852-857. [CrossRef]
- Logue, J.B.; Stedmon, C.A.; Kellerman, A.M.; Nielsen, N.J.; Andersson, A.F.; Laudon, H.; Lindström, E.S.; Kritzberg, E.S. Experimental insights into the importance of aquatic bacterial community composition to the degradation of dissolved organic matter. Isme j 2016, 10, 533-545. [CrossRef]
- Walters, W.; Hyde, E.R.; Berg-Lyons, D.; Ackermann, G.; Humphrey, G.; Parada, A.; Gilbert, J.A.; Jansson, J.K.; Caporaso, J.G.; Fuhrman, J.A.; et al. Improved Bacterial 16S rRNA Gene (V4 and V4-5) and Fungal Internal Transcribed Spacer Marker Gene Primers for Microbial Community Surveys. mSystems 2016, 1. [CrossRef]
- Takai, K.; Horikoshi, K. Rapid detection and quantification of members of the archaeal community by quantitative PCR using fluorogenic probes. Appl Environ Microbiol 2000, 66, 5066-5072. [CrossRef]
- Huang, N.; Wang, M.; Peng, J.; Wei, H. Role of arachidonic acid-derived eicosanoids in intestinal innate immunity. Crit Rev Food Sci Nutr 2021, 61, 2399-2410. [CrossRef]
- Murakami, M.; Nakatani, Y.; Atsumi, G.I.; Inoue, K.; Kudo, I. Regulatory Functions of Phospholipase A2. Crit Rev Immunol 2017, 37, 127-195. [CrossRef]
- Pang, Y.; Liu, X.; Zhao, C.; Shi, X.; Zhang, J.; Zhou, T.; Xiong, H.; Gao, X.; Zhao, X.; Yang, X.; et al. LC-MS/MS-based arachidonic acid metabolomics in acute spinal cord injury reveals the upregulation of 5-LOX and COX-2 products. Free Radic Biol Med 2022, 193, 363-372. [CrossRef]
- Kawahara, K.; Hohjoh, H.; Inazumi, T.; Tsuchiya, S.; Sugimoto, Y. Prostaglandin E2-induced inflammation: Relevance of prostaglandin E receptors. Biochim Biophys Acta 2015, 1851, 414-421. [CrossRef]
- Stenson, W.F. The universe of arachidonic acid metabolites in inflammatory bowel disease: Can we tell the good from the bad? Curr Opin Gastroenterol 2014, 30, 347-351. [CrossRef]
- Yokomizo, T.; Nakamura, M.; Shimizu, T. Leukotriene receptors as potential therapeutic targets. J Clin Invest 2018, 128, 2691-2701. [CrossRef]
- Nagatake, T.; Kunisawa, J. Emerging roles of metabolites of ω3 and ω6 essential fatty acids in the control of intestinal inflammation. Int Immunol 2019, 31, 569-577. [CrossRef]
- Aoki, T.; Narumiya, S. Prostaglandin E(2)-EP2 signaling as a node of chronic inflammation in the colon tumor microenvironment. Inflamm Regen 2017, 37, 4. [CrossRef]
- Morimoto, K.; Shirata, N.; Taketomi, Y.; Tsuchiya, S.; Segi-Nishida, E.; Inazumi, T.; Kabashima, K.; Tanaka, S.; Murakami, M.; Narumiya, S.; et al. Prostaglandin E2-EP3 signaling induces inflammatory swelling by mast cell activation. J Immunol 2014, 192, 1130-1137. [CrossRef]
- Lauritsen, K.; Laursen, L.S.; Bukhave, K.; Rask-Madsen, J. In vivo effects of orally administered prednisolone on prostaglandin and leucotriene production in ulcerative colitis. Gut 1987, 28, 1095-1099. [CrossRef]
- Iikura, M.; Suzukawa, M.; Yamaguchi, M.; Sekiya, T.; Komiya, A.; Yoshimura-Uchiyama, C.; Nagase, H.; Matsushima, K.; Yamamoto, K.; Hirai, K. 5-Lipoxygenase products regulate basophil functions: 5-Oxo-ETE elicits migration, and leukotriene B(4) induces degranulation. J Allergy Clin Immunol 2005, 116, 578-585. [CrossRef]
- Wang, A.; Wan, X.; Zhuang, P.; Jia, W.; Ao, Y.; Liu, X.; Tian, Y.; Zhu, L.; Huang, Y.; Yao, J.; et al. High fried food consumption impacts anxiety and depression due to lipid metabolism disturbance and neuroinflammation. Proc Natl Acad Sci U S A 2023, 120, e2221097120. [CrossRef]
- Das, U.N. Essential Fatty Acids and Their Metabolites in the Pathobiology of Inflammation and Its Resolution. Biomolecules 2021, 11, 1873. [CrossRef]
- Snyder, N.W.; Golin-Bisello, F.; Gao, Y.; Blair, I.A.; Freeman, B.A.; Wendell, S.G. 15-Oxoeicosatetraenoic acid is a 15-hydroxyprostaglandin dehydrogenase-derived electrophilic mediator of inflammatory signaling pathways. Chem Biol Interact 2015, 234, 144-153. [CrossRef]
- Node, K.; Huo, Y.; Ruan, X.; Yang, B.; Spiecker, M.; Ley, K.; Zeldin, D.C.; Liao, J.K. Anti-inflammatory properties of cytochrome P450 epoxygenase-derived eicosanoids. Science 1999, 285, 1276-1279. [CrossRef]
- Luo, X.Q.; Duan, J.X.; Yang, H.H.; Zhang, C.Y.; Sun, C.C.; Guan, X.X.; Xiong, J.B.; Zu, C.; Tao, J.H.; Zhou, Y.; et al. Epoxyeicosatrienoic acids inhibit the activation of NLRP3 inflammasome in murine macrophages. J Cell Physiol 2020, 235, 9910-9921. [CrossRef]
- Li, X.J.; Suo, P.; Wang, Y.N.; Zou, L.; Nie, X.L.; Zhao, Y.Y.; Miao, H. Arachidonic acid metabolism as a therapeutic target in AKI-to-CKD transition. Front Pharmacol 2024, 15, 1365802. [CrossRef]
- Zhou, Y.; Liu, T.; Duan, J.X.; Li, P.; Sun, G.Y.; Liu, Y.P.; Zhang, J.; Dong, L.; Lee, K.S.S.; Hammock, B.D.; et al. Soluble Epoxide Hydrolase Inhibitor Attenuates Lipopolysaccharide-Induced Acute Lung Injury and Improves Survival in Mice. Shock 2017, 47, 638-645. [CrossRef]
- Mon, K.K.Z.; Zhu, Y.; Chanthavixay, G.; Kern, C.; Zhou, H. Integrative analysis of gut microbiome and metabolites revealed novel mechanisms of intestinal Salmonella carriage in chicken. Sci Rep 2020, 10, 4809. [CrossRef]
- Videlock, E.J.; Cremonini, F. Meta-analysis: Probiotics in antibiotic-associated diarrhoea. Aliment Pharmacol Ther 2012, 35, 1355-1369. [CrossRef]
- Lewis, E.D.; Antony, J.M.; Crowley, D.C.; Piano, A.; Bhardwaj, R.; Tompkins, T.A.; Evans, M. Efficacy of Lactobacillus paracasei HA-196 and Bifidobacterium longum R0175 in Alleviating Symptoms of Irritable Bowel Syndrome (IBS): A Randomized, Placebo-Controlled Study. Nutrients 2020, 12, 1159. [CrossRef]
- Bahmani, S.; Azarpira, N.; Moazamian, E. Anti-colon cancer activity of Bifidobacterium metabolites on colon cancer cell line SW742. Turk J Gastroenterol 2019, 30, 835-842. [CrossRef]
- Ishikawa, H.; Matsumoto, S.; Ohashi, Y.; Imaoka, A.; Setoyama, H.; Umesaki, Y.; Tanaka, R.; Otani, T. Beneficial effects of probiotic bifidobacterium and galacto-oligosaccharide in patients with ulcerative colitis: A randomized controlled study. Digestion 2011, 84, 128-133. [CrossRef]
- Luo, J.; Li, Y.; Xie, J.; Gao, L.; Liu, L.; Ou, S.; Chen, L.; Peng, X. The primary biological network of Bifidobacterium in the gut. FEMS Microbiol Lett 2018, 365, 10. [CrossRef]
- Goldenberg, J.Z.; Yap, C.; Lytvyn, L.; Lo, C.K.; Beardsley, J.; Mertz, D.; Johnston, B.C. Probiotics for the prevention of Clostridium difficile-associated diarrhea in adults and children. Cochrane Database Syst Rev 2017, 12, Cd006095. [CrossRef]
- Ahl, D.; Liu, H.; Schreiber, O.; Roos, S.; Phillipson, M.; Holm, L. Lactobacillus reuteri increases mucus thickness and ameliorates dextran sulphate sodium-induced colitis in mice. Acta Physiol (Oxf) 2016, 217, 300-310. [CrossRef]
- Schlee, M.; Harder, J.; Köten, B.; Stange, E.F.; Wehkamp, J.; Fellermann, K. Probiotic lactobacilli and VSL#3 induce enterocyte beta-defensin 2. Clin Exp Immunol 2008, 151, 528-535. [CrossRef]
- Terada, T.; Nii, T.; Isobe, N.; Yoshimura, Y. Effects of Probiotics Lactobacillus reuteri and Clostridium butyricum on the Expression of Toll-like Receptors, Pro- and Anti-inflammatory Cytokines, and Antimicrobial Peptides in Broiler Chick Intestine. J Poult Sci 2020, 57, 310-318. [CrossRef]
- Graßhoff, H.; Comdühr, S.; Monne, L.R.; Müller, A.; Lamprecht, P.; Riemekasten, G.; Humrich, J.Y. Low-Dose IL-2 Therapy in Autoimmune and Rheumatic Diseases. Front Immunol 2021, 12, 648408. [CrossRef]
- Khan, S.; Moore, R.J.; Stanley, D.; Chousalkar, K.K. The Gut Microbiota of Laying Hens and Its Manipulation with Prebiotics and Probiotics To Enhance Gut Health and Food Safety. Appl Environ Microbiol 2020, 86, e00600. [CrossRef]
- Al-Khalaifa, H.; Al-Nasser, A.; Al-Surayee, T.; Al-Kandari, S.; Al-Enzi, N.; Al-Sharrah, T.; Ragheb, G.; Al-Qalaf, S.; Mohammed, A. Effect of dietary probiotics and prebiotics on the performance of broiler chickens. Poult. Sci 2019, 98, 4465-4479. [CrossRef]
- Neveling, D.P.; Dicks, L.M.T. Probiotics: An Antibiotic Replacement Strategy for Healthy Broilers and Productive Rearing. Probiotics Antimicrob Proteins 2021, 13, 1-11. [CrossRef]
- Huber-Ruano, I.; Calvo, E.; Mayneris-Perxachs, J.; Rodríguez-Peña, M.M.; Ceperuelo-Mallafré, V.; Cedó, L.; Núñez-Roa, C.; Miro-Blanch, J.; Arnoriaga-Rodríguez, M.; Balvay, A.; et al. Orally administered Odoribacter laneus improves glucose control and inflammatory profile in obese mice by depleting circulating succinate. Microbiome 2022, 10, 135. [CrossRef]
- Hiraishi, K.; Zhao, F.; Kurahara, L.H.; Li, X.; Yamashita, T.; Hashimoto, T.; Matsuda, Y.; Sun, Z.; Zhang, H.; Hirano, K. Lactulose Modulates the Structure of Gut Microbiota and Alleviates Colitis-Associated Tumorigenesis. Nutrients 2022, 14, 649. [CrossRef]










| Amplified fragments | Primer Sequences |
| V3-V4 [17] | F (5'-CCTACGGGNGGCWGCAG-3') |
| R (5'-GACTACHVGGGTATCTAATCC-3') | |
| V4 [18] | F (5'-GTGYCAGCMGCCGCGGTAA-3') |
| R (5'- GGACTACHVGGGTWTCTAAT-3') | |
| V4-V5 | F (5’-GTGCCAGCMGCCGCGG-3’) |
| R (5’-CCGTCAATTCMTTTRAGTTT-3’) | |
| Archae [19] | F (5’-GYGCASCAGKCGMGAAW-3’) |
| R (5’-GGACTACHVGGGTWTCTAAT-3’) |
| Sample | Shannon | Simpson | Chao1 |
| ABX1 | 7.16 | 0.97 | 804.74 |
| ABX2 | 6.82 | 0.97 | 797.58 |
| ABX3 | 7.00 | 0.97 | 715.65 |
| ABX4 | 6.55 | 0.97 | 732.29 |
| ABX5 | 7.16 | 0.98 | 790.71 |
| ABX6 | 6.96 | 0.97 | 754.43 |
| CON1 | 7.60 | 0.98 | 1026.35 |
| CON2 | 7.56 | 0.98 | 1029.39 |
| CON3 | 8.16 | 0.99 | 1179.45 |
| CON4 | 8.13 | 0.99 | 1148.30 |
| CON5 | 8.52 | 0.99 | 1430.61 |
| CON6 | 8.47 | 0.99 | 1373.35 |
| SAL1 | 7.69 | 0.99 | 1105.00 |
| SAL2 | 7.47 | 0.98 | 1018.76 |
| SAL3 | 7.26 | 0.98 | 887.71 |
| SAL4 | 7.68 | 0.98 | 1171.02 |
| SAL5 | 7.27 | 0.97 | 1064.23 |
| SAL6 | 7.58 | 0.99 | 916.28 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).