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Comprehensive 16S rDNA Sequencing and LC–MS/MS-Based Metabolomics to Investigate Intestinal Flora and Metabolic Profiles of the Serum, Hypothalamus and Hippocampus in p‑Chlorophenylalanine-Induced Insomnia Rats Treated with Lilium brownie

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Abstract

Gut microbiota homeostasis in the organism and insomnia have been reported to influence each other. In the study, a method of 16S rRNA gene sequencing combined with ultra-high performance liquid chromatography-mass/mass spectrometry was adopted to evaluate the effects of Lilium brownie (LB) on intestinal flora and metabolic profiles of serum, hypothalamus and hippocampus in insomnia rat induced by p‑chlorophenylalanine (PCPA). It was observed that the imbalance in the diversity and abundance of gut microbiota induced by PCPA was restored after LB intervention. Among these, the Porphyromonadaceae, Lactobacillus and Escherichia were significantly adjusted at the genus level by PCPA and LB, respectively. It was also found that the most of metabolic phenotypes in serum, hypothalamus and hippocampus perturbed by PCPA were regulated towards normal after LB intervention, especially 5-hydroxy-l-tryptophan of the hypothalamus involving in 5-HT metabolism. Moreover, the arachidonic acid metabolism in serum, hypothalamus and hippocampus, and the serotonergic synapse in hypothalamus and hippocampus were the most fundamentally and significantly affected pathways after LB intervention. The results of correlation analysis showed that several floras including Pseudoruegeria have an outstanding contribution to the change of differential metabolites. In brief, the results confirm that gut microbiota is significantly returned to normal and may interact with the corresponding metabolites to relieve insomnia under LB intervention.

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References

  1. Shi R, Han Y, Yan Y, Qiao HY, He J, Lian WW, Xia CY, Li TL, Zhang WK, Xu JK (2019) Loganin exerts sedative and hypnotic effects via modulation of the serotonergic system and GABAergic neurons. Front Pharmacol 10:409

    Article  Google Scholar 

  2. Krystal AD, Benca RM, Kilduff TS (2013) Understanding the sleep-wake cycle: sleep, insomnia, and the orexin system. J Clin Psychiatry 74:3–20

    Article  CAS  Google Scholar 

  3. Stewart R, Besset A, Bebbington P, Brugha T, Lindesay J, Jenkins R, Singleton N, Meltzer H (2006) Insomnia comorbidity and impact and hypnotic use by age group in a national survey population aged 16 to 74 years. Sleep 29:1391–1397

    Article  Google Scholar 

  4. Nishichi R, Nufuji Y, Washio M, Kumagai S (2013) Serum brain-derived neurotrophic factor levels are associated with dyssomnia in females, but not males, among Japanese workers. J Clin Sleep Med 9:649–654

    Article  Google Scholar 

  5. Knutson KL, Spiegel K, Penev P, Van Cauter E (2007) The metabolic consequences of sleep deprivation. Sleep Med Rev 11:163–178

    Article  Google Scholar 

  6. Portaluppi F, Cortelli P, Avoni P, Vergnani L, Contin M, Maltoni P, Pavani A, Sforza E, degli Uberti EC, Gambetti P (1994) Diurnal blood pressure variation and hormonal correlates in fatal familial insomnia. Hypertension 23:569–576

    Article  CAS  Google Scholar 

  7. Wallander M, Johansson S, RuigómezGarc´ıa Rodr´ıguez L A, Jones R, A (2007) Morbidity associated with sleep disorders in primary care: a longitudinal cohort study. Prim Care Companion J Clin Psychiatry 9:338–345

    Article  Google Scholar 

  8. Resnick HE, Redline S, Shahar E, Gilpin A, Newman A, Walter R, Ewy GA, Howard BV, Punjabi NM (2003) Diabetes and sleep disturbances: findings from the Sleep Heart Health Study. Diabetes Care 26:702–709

    Article  Google Scholar 

  9. Neubauer DN, Pandi-Perumal SR, Spence DW, Buttoo K, Monti JM (2018) Pharmacotherapy of insomnia. J Cent Nerv Syst Dis 10:1–7

    Article  Google Scholar 

  10. Si Y, Wang L, Lan J, Li H, Guo T, Chen X, Dong C, Ouyang Z, Chen SQ (2020) Lilium davidii extract alleviates p-chlorophenylalanine-induced insomnia in rats through modification of the hypothalamic-related neurotransmitters, melatonin and homeostasis of the hypothalamic-pituitary-adrenal axis. Pharm Biol 58:915–924

    Article  CAS  Google Scholar 

  11. Teichman EM, O’Riordan KJ, Gahan CGM, Dinan TG, Cryan JF (2020) When rhythms meet the blues: circadian interactions with the microbiota-gut-brain axis. Cell Metab 31:448–471

    Article  CAS  Google Scholar 

  12. Clarke G, Sandhu KV, Griffin BT, Dinan TG, Cryan JF, Hyland NP (2019) Gut reactions: breaking down xenobiotic-microbiome interactions. Pharmacol Rev 71:198–224

    Article  CAS  Google Scholar 

  13. Szentirmai E, Millican NS, Massie AR, Kapás L (2019) Butyrate, a metabolite of intestinal bacteria, enhances sleep. Sci Rep 9:7035

    Article  Google Scholar 

  14. Collins SM, Surette M, Bercik P (2012) The interplay between the intestinal microbiota and the brain. Nat Rev Microbiol 10:735–742

    Article  CAS  Google Scholar 

  15. Lin A, Shih CT, Huang CL, Wu CC, Lin CT, Tsai YC (2019) Hypnotic effects of Lactobacillus fermentum PS150TM on pentobarbital-induced sleep in mice. Nutrients 11:2409

    Article  CAS  Google Scholar 

  16. Hsiao EY, McBride SW, Hsien S, Sharon G, Hyde ER, McCue T, Codelli JA, Chow J, Reisman SE, Petrosino JF, Patterson PH, Mazmanian SK (2013) Microbiota modulate behavioral and physiological abnormalities associated with neurodevelopmental disorders. Cell 155:1451–1463

    Article  CAS  Google Scholar 

  17. Medina-Rodriguez EM, Madorma D, O’Connor G, Mason BL, Han D, Deo SK, Oppenheimer M, Nemeroff CB, Trivedi MH, Daunert S, Beurel E (2020) Identification of a signaling mechanism by which the microbiome regulates Th17 cell-mediated depressive-like behaviors in mice. Am J Psychiatry 177:974–990

    Article  Google Scholar 

  18. Wagner-Skacel J, Dalkner N, Moerkl S, Kreuzer K, Farzi A, Lackner S, Painold A, Reininghaus EZ, Butler MI, Bengesser S (2020) Sleep and microbiome in psychiatric diseases. Nutrients 12:2198

    Article  CAS  Google Scholar 

  19. Parkar SG, Kalsbeek A, Cheeseman JF (2019) Potential role for the gut microbiota in modulating host circadian rhythms and metabolic health. Microorganisms 7:41

    Article  CAS  Google Scholar 

  20. Ling L, Jiao Z, Ma W, Zhao J, Feng J, Zhang X, Li Z, Zhang J, Lu L (2018) Preliminary report on the study of postharvest fruit rot bacteria and yeasts in Lanzhou lily (Lilium davidii var. unicolor) in China. J Phytopathol 167:135–145

    Article  Google Scholar 

  21. Munafo JP, Gianfagna TJ (2015) Chemistry and biological activity of steroidal glycosides from the Lilium genus. Nat Prod Rep 32:454–477

    Article  CAS  Google Scholar 

  22. Quan SJ, Lin XE, Liu N (2006) Study on syndrome attribute of PCPA rat insomnia model. Chin Arch Tradit Chin Med 24:450–451

    Google Scholar 

  23. Touret M, Sarda N, Gharib A, Geffardet M, Jouvet M (1991) The role of 5-hydroxytryptophan (5-HTP) in the regulation of the sleep/wake cycle in parachlorophenylalanine (p-CPA) pretreated rat: a multiple approach study. Exp Brain Res 86:117–124

    Article  CAS  Google Scholar 

  24. Sallanon M, Buda C, Janin M, Jouvet M (1982) 5-HT antagonists suppress sleep and delay its restoration after 5-HTP in p-chlorophenylalanine-pretreated cats. Eur J Pharmacol 82:29–35

    Article  CAS  Google Scholar 

  25. Yan Y, Li Q, Du HZ, Shen CX, Li AP, Pei XP, Du CH, Qin XM (2019) Determination of five neurotransmitters in the rat brain for the study of the hypnotic effects of Ziziphi spinosae semen aqueous extract on insomnia rat model by UPLC-MS/MS. Chin J Nat Med 17:551–560

    PubMed  Google Scholar 

  26. Prather AA, Janicki-Deverts D, Adler NE, Hall M, Cohen S (2017) Sleep habits and susceptibility to upper respiratory illness: the moderating role of subjective socioeconomic status. Ann Behav Med 51:137–146

    Article  Google Scholar 

  27. Li Y, Hao Y, Fan F, Zhang B (2018) The role of microbiome in insomnia, circadian disturbance and depression. Front Psychiatry 9:669

    Article  Google Scholar 

  28. Davies SK, Ang JE, Revell VL, Holmes B, Mann A, Robertson FP, Cui N, Middleton B, Ackermann K, Kayser M, Thumser AE (2014) Raynaud FI. Skene DJ. Effect of sleep deprivation on the human metabolome. Proc Natl Acad Sci USA 111:10761–10766

    Article  CAS  Google Scholar 

  29. Johnston JD, Ordovás JM, Scheer FA, Turek FW (2016) Circadian rhythms, metabolism, and chrononutrition in rodents and humans. Adv Nutr 7:399–406

    Article  CAS  Google Scholar 

  30. Wu T, Yang L, Jiang J, Ni Y, Zhu J, Zheng X, Wang Q, Lu X, Fu Z (2018) Chronic glucocorticoid treatment induced circadian clock disorder leads to lipid metabolism and gut microbiota alterations in rats. Life Sci 192:173–182

    Article  CAS  Google Scholar 

  31. Ackerman HD, Gerhard GS (2016) Bile acids in neurodegenerative disorders. Front Aging Neurosci 8:263

    Article  Google Scholar 

  32. Kiriyama Y, Nochi H (2019) The biosynthesis, signaling, and neurological functions of bile acids. Biomolecules 9:232

    Article  CAS  Google Scholar 

  33. Chokroverty S (2017) Sleep disorders medicine: basic science, technical considerations and clinical aspects: Fourth edition. In: Hirshkowitz M, Bhandari H (eds) Neurotransmitters, neurochemistry, and the clinical pharmacology of sleep. Springer, New York, pp 103–118

    Google Scholar 

  34. de-Miguel FF, Trueta C (2005) Synaptic and extrasynaptic secretion of serotonin. Cell Mol Neurobiol 25:297–312

    Article  Google Scholar 

  35. Lepetit P, Touret M, Grange E, Gay N, Bobillier P (1991) Inhibition of methionine incorporation into brain proteins after the systemic administration of p-chlorophenylalanine and L-5-hydroxytryptophan. Eur J Pharmacol 209:207–212

    Article  CAS  Google Scholar 

  36. Shi HY, Lu Y, Li YX, Tian FZ (2018) Research progress of treatment with Chinese medicine for insomnia rats induced by PCPA. China Med Her 15:33–36

    Google Scholar 

  37. Maffei ME (2020) 5-Hydroxytryptophan (5-HTP): natural occurrence, analysis, biosynthesis, biotechnology, physiology and toxicology. Int J Mol Sci. https://doi.org/10.3390/ijms22010181

    Article  PubMed  PubMed Central  Google Scholar 

  38. Turner EH, Loftis JM, Blackwell AD (2006) Serotonin a la carte: supplementation with the serotonin precursor 5-hydroxytryptophan. Pharmacol Ther 109:325–338

    Article  CAS  Google Scholar 

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This research was funded by financial support from the Chinese Postdoctoral Science Foundation (2017M623342).

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Correspondence to Tao Guo or Mengqi Liu.

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Si, Y., Chen, X., Guo, T. et al. Comprehensive 16S rDNA Sequencing and LC–MS/MS-Based Metabolomics to Investigate Intestinal Flora and Metabolic Profiles of the Serum, Hypothalamus and Hippocampus in p‑Chlorophenylalanine-Induced Insomnia Rats Treated with Lilium brownie. Neurochem Res 47, 574–589 (2022). https://doi.org/10.1007/s11064-021-03466-z

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