Identification of salivary microRNA profiles in male mouse model of chronic sleep disorder

References

• Abbott, S. M., & Videnovic, A. (2016). Chronic sleep disturbance and neural injury: Links to neurodegenerative disease. Nature & Science of Sleep, 8, 55–61. https://doi.org/10.2147/NSS.S34842
   PubMed Web of Science ®Google Scholar
• Arima, Y., Ohki, T., Nishikawa, N., Higuchi, K., Ota, M., Tanaka, Y., Nio-Kobayashi, J., Elfeky, M., Sakai, R., Mori, Y., Kawamoto, T., Stofkova, A., Sakashita, Y., Morimoto, Y., Kuwatani, M., Iwanaga, T., Yoshioka, Y., Sakamoto, N., Yoshimura, A., & Murakami, M. (2017). Brain micro-inflammation at specific vessels dysregulates organ-homeostasis via the activation of a new neural circuit. eLife, 6, e25517. https://doi.org/10.7554/eLife.25517
   PubMed Web of Science ®Google Scholar
• Baek, S.-J., Ban, H.-J., Park, S.-M., Lee, B., Choi, Y., Baek, Y., Lee, S., & Cha, S. (2021). Circulating microRNAs as potential diagnostic biomarkers for poor sleep quality. Nature & Science of Sleep, 13, 1001–1012. https://doi.org/10.2147/NSS.S311541
   PubMed Web of Science ®Google Scholar
• Benjamini, Y., & Hochberg, Y. (1995). Controlling the false discovery rate: A practical and powerful approach to multiple testing. Journal of the Royal Statistical Society: Series B (Methodological), 57(1), 289–300. https://doi.org/10.1111/j.2517-6161.1995.tb02031.x
   Web of Science ®Google Scholar
• Bonne, N. J., & Wong, D. T. (2012). Salivary biomarker development using genomic, proteomic and metabolomic approaches. Genome Medicine, 4(10), 82–12. https://doi.org/10.1186/gm383
   PubMed Web of Science ®Google Scholar
• Briançon-Marjollet, A., Weiszenstein, M., Henri, M., Thomas, A., Godin-Ribuot, D., & Polak, J. (2015). The impact of sleep disorders on glucose metabolism: Endocrine and molecular mechanisms. Diabetology & Metabolic Syndrome, 7(1), 1–16. https://doi.org/10.1186/s13098-015-0018-3
   PubMedGoogle Scholar
• Brianza-Padilla, M., Sánchez-Muñoz, F., Vázquez-Palacios, G., Huang, F., Almanza-Pérez, J. C., Bojalil, R., & Bonilla-Jaime, H. (2018). Cytokine and microRNA levels during different periods of paradoxical sleep deprivation and sleep recovery in rats. Peer Journal, 6, e5567. https://doi.org/10.7717/peerj.5567
   PubMed Web of Science ®Google Scholar
• Buckley, T. M., & Schatzberg, A. F. (2005). On the interactions of the hypothalamic-pituitary-adrenal (HPA) axis and sleep: Normal HPA axis activity and circadian rhythm, exemplary sleep disorders. The Journal of Clinical Endocrinology & Metabolism, 90(5), 3106–3114. https://doi.org/10.1210/jc.2004-1056
   PubMed Web of Science ®Google Scholar
• Cappuccio, F. P., Cooper, D., D'Elia, L., Strazzullo, P., & Miller, M. A. (2011). Sleep duration predicts cardiovascular outcomes: A systematic review and meta-analysis of prospective studies. European Heart Journal, 32(12), 1484–1492. https://doi.org/10.1093/eurheartj/ehr007
   PubMed Web of Science ®Google Scholar
• Cespuglio, R., Marinesco, S., Baubet, V., Bonnet, C., & El Kafi, B. (1995). Evidence for a sleep-promoting influence of stress. Advances in Neuroimmunology, 5(2), 145–154. https://doi.org/10.1016/0960-5428(95)00005-M
   PubMedGoogle Scholar
• Chang, F. C., & Opp, M. R. (2001). Corticotropin-releasing hormone (CRH) as a regulator of waking. Neuroscience & Biobehavioral Reviews, 25(5), 445–453. https://doi.org/10.1016/S0149-7634(01)00024-0
   PubMed Web of Science ®Google Scholar
• Chang, T.-Y., Tsai, W.-C., Huang, T.-S., Su, S.-H., Chang, C.-Y., Ma, H.-Y., Wu, C.-H., Yang, C.-Y., Lin, C.-H., Huang, P.-H., Cheng, C.-C., Cheng, S.-M., & Wang, H.-W. (2017). Dysregulation of endothelial colony-forming cell function by a negative feedback loop of circulating miR-146a and-146b in cardiovascular disease patients. PLoS One, 12(7), e0181562. https://doi.org/10.1371/journal.pone.0181562
   PubMed Web of Science ®Google Scholar
• Cressatti, M., Juwara, L., Galindez, J. M., Velly, A. M., Nkurunziza, E. S., Marier, S., Canie, O., Gornistky, M., & Schipper, H. M. (2020). Salivary microR‐153 and microR‐223 levels as potential diagnostic biomarkers of idiopathic Parkinson’s disease. Movement Disorders, 35(3), 468–477. https://doi.org/10.1002/mds.27935
   PubMed Web of Science ®Google Scholar
• Gautam, D., Heard, T. S., Cui, Y., Miller, G., Bloodworth, L., & Wess, J. (2004). Cholinergic stimulation of salivary secretion studied with M1 and M3 muscarinic receptor single-and double-knockout mice. Molecular Pharmacology, 66(2), 260–267. https://doi.org/10.1124/mol.66.2.260
   PubMed Web of Science ®Google Scholar
• Grandner, M. A., Jackson, N. J., Pak, V. M., & Gehrman, P. R. (2012). Sleep disturbance is associated with cardiovascular and metabolic disorders. Journal of Sleep Research, 21(4), 427–433. https://doi.org/10.1111/j.1365-2869.2011.00990.x
   PubMed Web of Science ®Google Scholar
• Hicks, S. D., Ignacio, C., Gentile, K., & Middleton, F. A. (2016). Salivary miRNA profiles identify children with autism spectrum disorder, correlate with adaptive behavior, and implicate ASD candidate genes involved in neurodevelopment. BMC Pediatrics, 16(1), 1–11. https://doi.org/10.1186/s12887-016-0586-x
   PubMedGoogle Scholar
• Higo-Yamamoto, S., Yamamoto, S., Miyazaki, K., Nakakita, Y., Kaneda, H., Takata, Y., Nakamura, T., & Oishi, K. (2019). Dietary heat-killed Lactobacillus brevis SBC8803 attenuates chronic sleep disorders induced by psychophysiological stress in mice. Journal of Nutritional Science & Vitaminology, 65(2), 164–170. https://doi.org/10.3177/jnsv.65.164
   PubMed Web of Science ®Google Scholar
• Holm, A., Possovre, M.-L., Bandarabadi, M., Moseholm, K. F., Justinussen, J. L., Bozic, I., Lemcke, R., Arribat, Y., Amati, F., Silahtaroglu, A., Juventin, M., Adamantidis, A., Tafti, M., & Kornum, B. R. (2022). The evolutionarily conserved miRNA-137 targets the neuropeptide hypocretin/orexin and modulates the wake to sleep ratio. Proceedings of the National Academy of Sciences of the United States of America, 119(17), e2112225119. https://doi.org/10.1073/pnas.2112225119
   PubMed Web of Science ®Google Scholar
• Humeau, M., Vignolle-Vidoni, A., Sicard, F., Martins, F., Bournet, B., Buscail, L., Torrisani, J., & Cordelier, P. (2015). Salivary microRNA in pancreatic cancer patients. PLoS One, 10(6), e0130996. https://doi.org/10.1371/journal.pone.0130996
   PubMed Web of Science ®Google Scholar
• Jentzsch, C., Leierseder, S., Loyer, X., Flohrschütz, I., Sassi, Y., Hartmann, D., Thum, T., Laggerbauer, B., & Engelhardt, S. (2012). A phenotypic screen to identify hypertrophy-modulating microRNAs in primary cardiomyocytes. Journal of Molecular & Cellular Cardiology, 52(1), 13–20. https://doi.org/10.1016/j.yjmcc.2011.07.010
   PubMed Web of Science ®Google Scholar
• Kalmbach, D. A., Anderson, J. R., & Drake, C. L. (2018). The impact of stress on sleep: Pathogenic sleep reactivity as a vulnerability to insomnia and circadian disorders. Journal of Sleep Research, 27(6), e12710. https://doi.org/10.1111/jsr.12710
   PubMed Web of Science ®Google Scholar
• Kang, J.-E., Lim, M. M., Bateman, R. J., Lee, J. J., Smyth, L. P., Cirrito, J. R., Fujiki, N., Nishino, S., & Holtzman, D. M. (2009). Amyloid-beta dynamics are regulated by orexin and the sleep-wake cycle. Science, 326(5955), 1005–1007. https://doi.org/10.1126/science.1180962
   PubMed Web of Science ®Google Scholar
• Krueger, J. M., Rector, D. M., Roy, S., Van Dongen, H. P. A., Belenky, G., & Panksepp, J. (2008). Sleep as a fundamental property of neuronal assemblies. Nature Reviews: Neuroscience, 9(12), 910–919. https://doi.org/10.1038/nrn2521
   PubMed Web of Science ®Google Scholar
• Kutmon, M., van Iersel, M. P., Bohler, A., Kelder, T., Nunes, N., Pico, A. R., & Evelo, C. T. (2015). PathVisio 3: An extendable pathway analysis toolbox. PLoS Computational Biology, 11(2), e1004085. https://doi.org/10.1371/journal.pcbi.1004085
   PubMed Web of Science ®Google Scholar
• Li, P., Li, Y., Chen, L., Ma, X., Yan, X., Yan, M., Qian, B., Wang, F., Xu, J., Yin, J., Xu, G., & Sun, K. (2021). Long noncoding RNA uc003pxg. 1 regulates endothelial cell proliferation and migration via miR-25-5p in coronary artery disease. International Journal of Molecular Medicine, 48(2), 1–13. https://doi.org/10.3892/ijmm.2021.4993
   Web of Science ®Google Scholar
• Majem, Á.-C., Díaz-Peña, A., Suárez-Cabrera, G.-M., Santamaría, L.-L., & Muinelo-Romay, S.-C. (2019). A novel saliva-based miRNA signature for colorectal cancer diagnosis. Journal of Clinical Medicine, 8(12), 2029. https://doi.org/10.3390/jcm8122029
   PubMed Web of Science ®Google Scholar
• Makarem, N., Shechter, A., Carnethon, M. R., Mullington, J. M., Hall, M. H., & Abdalla, M. (2019). Sleep duration and blood pressure: Recent advances and future directions. Current Hypertension Reports, 21(5), 1–12. https://doi.org/10.1007/s11906-019-0938-7
   Web of Science ®Google Scholar
• Meerlo, P., Pragt, B. J., & Daan, S. (1997). Social stress induces high intensity sleep in rats. Neuroscience Letters, 225(1), 41–44. https://doi.org/10.1016/S0304-3940(97)00180-8
   PubMed Web of Science ®Google Scholar
• Miyazaki, K., Itoh, N., Ohyama, S., Kadota, K., & Oishi, K. (2013). Continuous exposure to a novel stressor based on water aversion induces abnormal circadian locomotor rhythms and sleep-wake cycles in mice. PLoS One, 8(1), e55452. https://doi.org/10.1371/journal.pone.0055452
   PubMed Web of Science ®Google Scholar
• Nakagawa, Y., To, M., Saruta, J., Yamamoto, Y., Yamamoto, T., Shimizu, T., Kamata, Y., Matsuo, M., & Tsukinoki, K. (2019). Effect of social isolation stress on saliva BDNF in rat. Journal of Oral Science, 61(4), 516–520. https://doi.org/10.2334/josnusd.18-0409
   PubMed Web of Science ®Google Scholar
• Oishi, K., Ohyama, S., & Higo-Yamamoto, S. (2018). Chronic sleep disorder induced by psychophysiological stress induces glucose intolerance without adipose inflammation in mice. Biochemical & Biophysical Research Communications, 495(4), 2616–2621. https://doi.org/10.1016/j.bbrc.2017.12.158
   PubMed Web of Science ®Google Scholar
• Oishi, K., Okauchi, H., Yamamoto, S., & Higo-Yamamoto, S. (2020). Dietary natural cocoa ameliorates disrupted circadian rhythms in locomotor activity and sleep–wake cycles in mice with chronic sleep disorders caused by psychophysiological stress. Nutrition, 75–76, 110751. https://doi.org/10.1016/j.nut.2020.110751
   PubMed Web of Science ®Google Scholar
• Oishi, K., Yamamoto, S., Itoh, N., Miyazaki, K., Nemoto, T., Nakakita, Y., & Kaneda, H. (2014). Disruption of behavioral circadian rhythms induced by psychophysiological stress affects plasma free amino acid profiles without affecting peripheral clock gene expression in mice. Biochemical & Biophysical Research Communications, 450(1), 880–884. https://doi.org/10.1016/j.bbrc.2014.06.083
   PubMed Web of Science ®Google Scholar
• Ono, D., Mukai, Y., Hung, C. J., Chowdhury, S., Sugiyama, T., & Yamanaka, A. (2020). The mammalian circadian pacemaker regulates wakefulness via CRF neurons in the paraventricular nucleus of the hypothalamus. Science Advances, 6(45), eabd0384. https://doi.org/10.1126/sciadv.abd0384
   PubMed Web of Science ®Google Scholar
• Periasamy, S., Hsu, D.-Z., Fu, Y.-H., & Liu, M.-Y. (2015). Sleep deprivation-induced multi-organ injury: Role of oxidative stress and inflammation. EXCLI Journal, 14, 672–683. https://doi.org/10.17179/excli2015-245
   PubMed Web of Science ®Google Scholar
• Robinson, M. D., & Oshlack, A. (2010). A scaling normalization method for differential expression analysis of RNA-seq data. Genome Biology, 11(3), R25–9. https://doi.org/10.1186/gb-2010-11-3-r25
   PubMed Web of Science ®Google Scholar
• Sakamoto, K., Higo-Yamamoto, S., Egi, Y., Miyazaki, K., & Oishi, K. (2020). Memory dysfunction and anxiety-like behavior in a mouse model of chronic sleep disorders. Biochemical & Biophysical Research Communications, 529(2), 175–179. https://doi.org/10.1016/j.bbrc.2020.05.218
   PubMed Web of Science ®Google Scholar
• Salazar, C., Nagadia, R., Pandit, P., Cooper-White, J., Banerjee, N., Dimitrova, N., Coman, W. B., & Punyadeera, C. (2014). A novel saliva-based microRNA biomarker panel to detect head and neck cancers. Cellular Oncology (Dordrecht), 37(5), 331–338. https://doi.org/10.1007/s13402-014-0188-2
   PubMed Web of Science ®Google Scholar
• Schmidt, E.-M., Linz, B., Diekelmann, S., Besedovsky, L., Lange, T., & Born, J. (2015). Effects of an interleukin-1 receptor antagonist on human sleep, sleep-associated memory consolidation, and blood monocytes. Brain, Behavior, & Immunity, 47, 178–185. https://doi.org/10.1016/j.bbi.2014.11.012
   PubMed Web of Science ®Google Scholar
• Slenter, D. N., Kutmon, M., Hanspers, K., Riutta, A., Windsor, J., Nunes, N., Mélius, J., Cirillo, E., Coort, S. L., Digles, D., Ehrhart, F., Giesbertz, P., Kalafati, M., Martens, M., Miller, R., Nishida, K., Rieswijk, L., Waagmeester, A., Eijssen, L. M. T., & Willighagen, E. L. (2018). WikiPathways: A multifaceted pathway database bridging metabolomics to other omics research. Nucleic Acids Research, 46(D1), D661–D667. https://doi.org/10.1093/nar/gkx1064
   PubMed Web of Science ®Google Scholar
• Spiegel, K., Tasali, E., Leproult, R., & Van Cauter, E. (2009). Effects of poor and short sleep on glucose metabolism and obesity risk. Nature Reviews: Endocrinology, 5(5), 253–261. https://doi.org/10.1038/nrendo.2009.23
   PubMed Web of Science ®Google Scholar
• Storey, J. D., & Tibshirani, R. (2003). Statistical significance for genomewide studies. Proceedings of the National Academy of Sciences of the United States of America, 100(16), 9440–9445. https://doi.org/10.1073/pnas.1530509100
   PubMed Web of Science ®Google Scholar
• Struthers, A. D. (2002). Introducing a new role for BNP: As a general indicator of cardiac structural disease rather than a specific indicator of systolic dysfunction only. Heart, 87(2), 97–98. https://doi.org/10.1136/heart.87.2.97
   PubMed Web of Science ®Google Scholar
• Taylor, D. J., Lichstein, K. L., Durrence, H. H., Reidel, B. W., & Bush, A. J. (2005). Epidemiology of insomnia, depression, and anxiety. Sleep, 28(11), 1457–1464. https://doi.org/10.1093/sleep/28.11.1457
   PubMed Web of Science ®Google Scholar
• Toth, L. A., & Bhargava, P. (2013). Animal models of sleep disorders. Comparative Medicine, 63(2), 91–104. https://doi.org/10.1007/978-981-10-5981-0_12
   PubMed Web of Science ®Google Scholar
• Valadi, H., Ekström, K., Bossios, A., Sjöstrand, M., Lee, J. J., & Lötvall, J. O. (2007). Exosome-mediated transfer of mRNAs and microRNAs is a novel mechanism of genetic exchange between cells. Nature Cell Biology, 9(6), 654–659. https://doi.org/10.1038/ncb1596
   Google Scholar
• Van Dongen, H. P. A., Maislin, G., Mullington, J. M., & Dinges, D. F. (2003). The cumulative cost of additional wakefulness: Dose–response effects on neurobehavioral functions and sleep physiology from chronic sleep restriction and total sleep deprivation. Sleep, 26(2), 117–126. https://doi.org/10.1093/sleep/26.2.117
   PubMed Web of Science ®Google Scholar
• Vgontzas, A. N., Papanicolaou, D. A., Bixler, E. O., Lotsikas, A., Zachman, K., Kales, A., Prolo, P., Wong, M. L., Licinio, J., Gold, P. W., Hermida, R. C., Mastorakos, G., & Chrousos, G. P. (1999). Circadian interleukin-6 secretion and quantity and depth of sleep. The Journal of Clinical Endocrinology & Metabolism, 84(8), 2603–2607. https://doi.org/10.1210/jcem.84.8.5894
   PubMed Web of Science ®Google Scholar
• Villafuerte, G., Miguel-Puga, A., Murillo Rodríguez, E., Machado, S., Manjarrez, E., & Arias-Carrión, O. (2015). Sleep deprivation and oxidative stress in animal models: A systematic review. Oxidative Medicine & Cellular Longevity, 2015, 1–15. https://doi.org/10.1155/2015/234952
   Google Scholar
• Wallace, D. M., Ramos, A. R., & Rundek, T. (2012). Sleep disorders and stroke. International Journal of Stroke, 7(3), 231–242. https://doi.org/10.1111/j.1747-4949.2011.00760.x
   PubMed Web of Science ®Google Scholar
• Weigend, S., Holst, S. C., Meier, J., Brock, M., Kohler, M., & Landolt, H.-P. (2019). Prolonged waking and recovery sleep affect the serum microRNA expression profile in humans. Clocks & Sleep, 1(1), 75–86. https://doi.org/10.3390/clockssleep1010008
   PubMedGoogle Scholar
• Yin, Z., Zhao, Y., He, M., Li, H., Fan, J., Nie, X., Yan, M., Chen, C., & Wang, D. W. (2019). MiR-30c/PGC-1β protects against diabetic cardiomyopathy via PPARα. Cardiovascular Diabetology, 18(1), 1–15. https://doi.org/10.1186/s12933-019-0811-7
   PubMedGoogle Scholar
• Zhang, R., Lan, C., Pei, H., Duan, G., Huang, L., & Li, L. (2015). Expression of circulating miR-486 and miR-150 in patients with acute myocardial infarction. BMC Cardiovascular Disorder, 15, 1–7. https://doi.org/10.1186/s12872-015-0042-0
   PubMed Web of Science ®Google Scholar
• Zhang, X.-Y., Tang, X.-Y., Li, N., Zhao, L.-M., Guo, Y.-L., Li, X.-S., Tian, C.-J., Cheng, D.-J., Chen, Z.-C., & Zhang, L.-X. (2018). GAS5 promotes airway smooth muscle cell proliferation in asthma via controlling miR-10a/BDNF signaling pathway. Life Sciences, 212, 93–101. https://doi.org/10.1016/j.lfs.2018.09.002
   PubMed Web of Science ®Google Scholar