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Abnormalities of thalamus volume and resting state functional connectivity in primary insomnia patients

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Abstract

Primary insomnia (PI) is associated with deteriorating attention, memory, physical and mood complaints. Based on the extensive literature demonstrating the critical roles of the thalamus in sleep regulation, we hypothesized that insomnia would be associated with functional and structural changes of the thalamus. This information is needed to better understand the neural mechanisms of insomnia, and would be useful for informing future attempts to alleviate or treat insomnia symptoms. Twenty-seven PI patients and 39 matched healthy controls were included in the present study. Subcortical volume and resting state functional connectivity (RSFC) of thalamus were compared between groups, and the relationships between neuroimaging differences and clinical features, including the Pittsburgh Sleep Quality Index (PSQI), the Insomnia Severity Index Scale (ISI), the Self-Rating Anxiety Scale (SAS) and the Self-Rating Depression Scale (SDS), also be explored. Compared with the control group, the PI group showed significantly reduced volume of thalamus. In addition, several brain regions showed reduced RSFC with thalamus in PI patients, such as anterior cingulate cortex (ACC), orbitofrontal cortex, hippocampus, caudate and putamen. Correlation analyses revealed that, several of these RSFC patterns were negatively correlated with PSQI score among PI patients, including thalamic connections with the putamen, caudate, hippocampus. Negative correlation was also observed between the RSFC strength of right thalamus–right ACC and SDS score in PI patients. This work demonstrates the structural and functional abnormalities of the thalamus in PI patients that were associated with key clinical features of insomnia. These data further highlight the important role of the thalamus in sleep and PI.

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Fig. 1: Subcortical volume results.
Fig. 2: Thalamus resting-state functional connectivity (RSFC) networks.
Fig. 3: Thalamic RSFC network patterns and association with insomnia-related clinical variables.

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References

  • Aggleton, J. P., O’Mara, S. M., Vann, S. D., Wright, N. F., Tsanov, M., & Erichsen, J. T. (2010). Hippocampal–anterior thalamic pathways for memory: Uncovering a network of direct and indirect actions. European Journal of Neuroscience, 31(12), 2292–2307.

    Article  PubMed  Google Scholar 

  • Alexander, G. E., DeLong, M. R., & Strick, P. L. (1986). Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annual Review of Neuroscience, 9(1), 357–381.

    Article  CAS  PubMed  Google Scholar 

  • Altena, E., Van Der Werf, Y. D., Strijers, R. L., & Van Someren, E. J. (2008). Sleep loss affects vigilance: Effects of chronic insomnia and sleep therapy. Journal of Sleep Research, 17(3), 335–343.

    Article  PubMed  Google Scholar 

  • Altena, E., Vrenken, H., Van Der Werf, Y. D., van den Heuvel, O. A., & Van Someren, E. J. (2010). Reduced orbitofrontal and parietal gray matter in chronic insomnia: A voxel-based morphometric study. Biological Psychiatry, 67(2), 182–185.

    Article  PubMed  Google Scholar 

  • Altena, E., Micoulaud-Franchi, J.-A., Geoffroy, P.-A., Sanz-Arigita, E., Bioulac, S., & Philip, P. (2016). The bidirectional relation between emotional reactivity and sleep: From disruption to recovery. Behavioral Neuroscience, 130(3), 336.

    Article  CAS  PubMed  Google Scholar 

  • Ancoli-Israel, S., & Roth, T. (1999). Characteristics of insomnia in the United States: Results of the 1991 National Sleep Foundation survey. I. Sleep, 22, S347–S353.

    PubMed  Google Scholar 

  • Backhaus, J., Junghanns, K., Born, J., Hohaus, K., Faasch, F., & Hohagen, F. (2006). Impaired declarative memory consolidation during sleep in patients with primary insomnia: Influence of sleep architecture and nocturnal cortisol release. Biological Psychiatry, 60(12), 1324–1330.

    Article  CAS  PubMed  Google Scholar 

  • Baglioni, C., Spiegelhalder, K., Lombardo, C., & Riemann, D. (2010). Sleep and emotions: A focus on insomnia. Sleep Medicine Reviews, 14(4), 227–238.

    Article  PubMed  Google Scholar 

  • Batterham, P. J., Glozier, N., & Christensen, H. (2012). Sleep disturbance, personality and the onset of depression and anxiety: Prospective cohort study. Australian & New Zealand Journal of Psychiatry, 46(11), 1089.

    Article  Google Scholar 

  • Bechara, A., Damasio, H., & Damasio, A. R. (2000). Emotion, decision making and the orbitofrontal cortex. Cerebral Cortex, 10(3), 295–307.

    Article  CAS  Google Scholar 

  • Berry, K. J., & Mielke Jr., P. W. (2000). A Monte Carlo investigation of the fisher Z transformation for normal and nonnormal distributions. Psychological Reports, 87(3_suppl), 1101–1114.

    Article  CAS  PubMed  Google Scholar 

  • Boutin, A., Pinsard, B., Boré, A., Carrier, J., Fogel, S. M., & Doyon, J. (2017). Transient synchronization of hippocampo-striato-thalamo-cortical networks during sleep spindle oscillations induces motor memory consolidation. NeuroImage.

  • Breslau, N., Roth, T., Rosenthal, L., & Andreski, P. (1996). Sleep disturbance and psychiatric disorders: A longitudinal epidemiologic study of young adults. Biological Psychiatry, 39(6), 411–418.

    Article  CAS  PubMed  Google Scholar 

  • Bricolo, A. (1967). Insomnia after bilateral stereotactic thalamotomy in man. Journal of neurology, Neurosurgery, and Psychiatry, 30(2), 154.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bruno, R. M., & Sakmann, B. (2006). Cortex is driven by weak but synchronously active thalamocortical synapses. Science, 312(5780), 1622–1627.

    Article  CAS  PubMed  Google Scholar 

  • Bush, G., Luu, P., & Posner, M. I. (2000). Cognitive and emotional influences in anterior cingulate cortex. Trends in Cognitive Sciences, 4(6), 215–222.

    Article  CAS  PubMed  Google Scholar 

  • Buysse, D. J., Reynolds, C. F., Monk, T. H., Berman, S. R., & Kupfer, D. J. (1989). The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatry Research, 28(2), 193–213.

    Article  CAS  Google Scholar 

  • Cai, C., Yuan, K., Yin, J., Feng, D., Bi, Y., Li, Y., et al. (2016). Striatum morphometry is associated with cognitive control deficits and symptom severity in internet gaming disorder. Brain Imaging and Behavior, 10(1), 12–20.

    Article  PubMed  Google Scholar 

  • Coenen, V. A., Panksepp, J., Hurwitz, T. A., Urbach, H., & Mädler, B. (2012). Human medial forebrain bundle (MFB) and anterior thalamic radiation (ATR): Imaging of two major subcortical pathways and the dynamic balance of opposite affects in understanding depression. The Journal of Neuropsychiatry and Clinical Neurosciences, 24(2), 223–236.

    Article  PubMed  Google Scholar 

  • Cooper, J. (2001). Diagnostic and statistical manual of mental disorders (4th edn, text revision)(DsM-IV-TR). RCP.

  • Del Felice, A., Formaggio, E., Storti, S. F., Fiaschi, A., & Manganotti, P. (2012). The gating role of the thalamus to protect sleep: An f-MRI report. Sleep Medicine, 13(4), 447–449.

    Article  PubMed  Google Scholar 

  • Dichter, G. S., Richey, J. A., Rittenberg, A. M., Sabatino, A., & Bodfish, J. W. (2012). Reward circuitry function in autism during face anticipation and outcomes. Journal of Autism and Developmental Disorders, 42(2), 147–160.

    Article  PubMed  Google Scholar 

  • Drevets, W. C., Savitz, J., & Trimble, M. (2008). The subgenual anterior cingulate cortex in mood disorders. CNS Spectrums, 13(8), 663.

    Article  PubMed  PubMed Central  Google Scholar 

  • Eklund, A., Nichols, T. E., & Knutsson, H. (2016). Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates. Proceedings of the National Academy of Sciences, 113(28), 7900–7905.

    Article  CAS  Google Scholar 

  • Fernandez-Mendoza, J., Vgontzas, A. N., Bixler, E. O., Singareddy, R., Shaffer, M. L., Calhoun, S. L., et al. (2012). Clinical and polysomnographic predictors of the natural history of poor sleep in the general population. Sleep, 35(5), 689–697.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ford, D. E., & Kamerow, D. B. (2016). Epidemiologic study of sleep disturbances and psychiatric disorders: An opportunity for prevention? Jama, 262(11), 1479–1484.

    Article  Google Scholar 

  • Fortier-Brochu, É., Beaulieu-Bonneau, S., Ivers, H., & Morin, C. M. (2012). Insomnia and daytime cognitive performance: A meta-analysis. Sleep Medicine Reviews, 16(1), 83–94.

    Article  PubMed  Google Scholar 

  • Guzman-Marin, R., Suntsova, N., Methippara, M., Greiffenstein, R., Szymusiak, R., & McGinty, D. (2005). Sleep deprivation suppresses neurogenesis in the adult hippocampus of rats. European Journal of Neuroscience, 22(8), 2111–2116.

    Article  PubMed  Google Scholar 

  • Hairston, I. S., Little, M. T., Scanlon, M. D., Barakat, M. T., Palmer, T. D., Sapolsky, R. M., et al. (2005). Sleep restriction suppresses neurogenesis induced by hippocampus-dependent learning. Journal of Neurophysiology, 94(6), 4224–4233.

    Article  PubMed  Google Scholar 

  • Holtzheimer, P. E., & Mayberg, H. S. (2011). Deep brain stimulation for psychiatric disorders. Annual Review of Neuroscience, 34, 289–307.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Koo, D. L., Shin, J.-H., Lim, J.-S., Seong, J.-K., & Joo, E. Y. (2017). Changes in subcortical shape and cognitive function in patients with chronic insomnia. Sleep Medicine, 35, 23–26.

    Article  PubMed  Google Scholar 

  • Kopp, C., Longordo, F., Nicholson, J. R., & Lüthi, A. (2006). Insufficient sleep reversibly alters bidirectional synaptic plasticity and NMDA receptor function. Journal of Neuroscience, 26(48), 12456–12465.

    Article  CAS  PubMed  Google Scholar 

  • Kyle, S. D., Espie, C. A., & Morgan, K. (2010a). “… not just a minor thing, it is something major, which stops you from functioning daily”: Quality of life and daytime functioning in insomnia. Behavioral Sleep Medicine, 8(3), 123–140.

    Article  PubMed  Google Scholar 

  • Kyle, S. D., Morgan, K., & Espie, C. A. (2010b). Insomnia and health-related quality of life. Sleep Medicine Reviews, 14(1), 69–82.

    Article  PubMed  Google Scholar 

  • Lazarus, M., Huang, Z.-L., Lu, J., Urade, Y., & Chen, J.-F. (2012). How do the basal ganglia regulate sleep–wake behavior? Trends in Neurosciences, 35(12), 723–732.

    Article  CAS  PubMed  Google Scholar 

  • Li, Y., Yuan, K., Cai, C., Feng, D., Yin, J., Bi, Y., et al. (2015). Reduced frontal cortical thickness and increased caudate volume within fronto-striatal circuits in young adult smokers. Drug and Alcohol Dependence, 151, 211–219.

    Article  PubMed  Google Scholar 

  • Lugaresi, E., Medori, R., Montagna, P., Baruzzi, A., Cortelli, P., Lugaresi, A., et al. (1986). Fatal familial insomnia and dysautonomia with selective degeneration of thalamic nuclei. New England Journal of Medicine, 315(16), 997–1003.

    Article  CAS  PubMed  Google Scholar 

  • Ma, N., Dinges, D. F., Basner, M., & Rao, H. (2015). How acute total sleep loss affects the attending brain: A meta-analysis of neuroimaging studies. Sleep, 38(2), 233–240.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Mirescu, C., Peters, J. D., Noiman, L., & Gould, E. (2006). Sleep deprivation inhibits adult neurogenesis in the hippocampus by elevating glucocorticoids. Proceedings of the National Academy of Sciences, 103(50), 19170–19175.

    Article  CAS  Google Scholar 

  • Morin, C. M., LeBlanc, M., Daley, M., Gregoire, J., & Merette, C. (2006). Epidemiology of insomnia: Prevalence, self-help treatments, consultations, and determinants of help-seeking behaviors. Sleep Medicine, 7(2), 123–130.

    Article  CAS  Google Scholar 

  • Neckelmann, D., Mykletun, A., & Dahl, A. A. (2002). Chronic sleep disturbances: A risk factor for developing anxiety and depression? A longitudinal epidemiological study. Acta Psychiatrica Scandinavica, 105, 46–46.

    Google Scholar 

  • Nissen, C., Kloepfer, C., Nofzinger, E. A., Feige, B., Voderholzer, U., & Riemann, D. (2006). Impaired sleep-related memory consolidation in primary insomnia—A pilot study. Sleep, 29(8), 1068–1073.

    Article  PubMed  Google Scholar 

  • Ohayon, M. M. (2002). Epidemiology of insomnia: What we know and what we still need to learn. Sleep Medicine Reviews, 6(2), 97–111.

    Article  Google Scholar 

  • Oldfield, R. C. (1971). The assessment and analysis of handedness: The Edinburgh inventory. Neuropsychologia, 9(1), 97–113.

    Article  CAS  PubMed  Google Scholar 

  • Pace-Schott, E. F., & Hobson, J. A. (2002). The neurobiology of sleep: Genetics, cellular physiology and subcortical networks. Nature Reviews Neuroscience, 3(8), 591.

    Article  CAS  PubMed  Google Scholar 

  • Patel, A. X., Kundu, P., Rubinov, M., Jones, P. S., Vértes, P. E., Ersche, K. D., et al. (2014). A wavelet method for modeling and despiking motion artifacts from resting-state fMRI time series. Neuroimage, 95, 287–304.

    Article  PubMed  PubMed Central  Google Scholar 

  • Perlis, M. L., Giles, D. E., Mendelson, W. B., Bootzin, R. R., & Wyatt, J. K. (1997). Psychophysiological insomnia: The behavioural model and a neurocognitive perspective. Journal of Sleep Research, 6(3), 179.

    Article  CAS  PubMed  Google Scholar 

  • Power, J. D., Barnes, K. A., Snyder, A. Z., Schlaggar, B. L., & Petersen, S. E. (2012). Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage, 59(3), 2142–2154.

    Article  PubMed  Google Scholar 

  • Qiu, M. H., Vetrivelan, R., Fuller, P. M., & Lu, J. (2010). Basal ganglia control of sleep–wake behavior and cortical activation. European Journal of Neuroscience, 31(3), 499–507.

    Article  PubMed  Google Scholar 

  • Riemann, D., Voderholzer, U., Spiegelhalder, K., Hornyak, M., Buysse, D. J., Nissen, C., et al. (2007). Chronic insomnia and MRI-measured hippocampal volumes: A pilot study. Sleep, 30(8), 955–958.

    Article  PubMed  PubMed Central  Google Scholar 

  • Roth, T., Coulouvrat, C., Hajak, G., Lakoma, M. D., Sampson, N. A., Shahly, V., et al. (2011). Prevalence and perceived health associated with insomnia based on DSM-IV-TR; international statistical classification of diseases and related health problems, tenth revision; and research diagnostic criteria/international classification of sleep disorders, criteria: Results from the America insomnia survey. Biological Psychiatry, 69(6), 592–600.

    Article  PubMed  Google Scholar 

  • Saper, C. B., Scammell, T. E., & Lu, J. (2005). Hypothalamic regulation of sleep and circadian rhythms. Nature, 437(7063), 1257.

    Article  CAS  Google Scholar 

  • Schott, B., Michel, D., Mouret, J., Renaud, B., Quenin, P., & Tommasi, M. (1972). Monoamines et régulation de la vigilance. II. Syndromes lésionnels du système nerveux central. Revista de Neurologia, 127, 157–171.

    CAS  Google Scholar 

  • Sherman, S. M. (2016). Thalamus plays a central role in ongoing cortical functioning. Nature Neuroscience, 16(4), 533–541.

    Article  CAS  Google Scholar 

  • Sivertsen, B., Krokstad, S., Øverland, S., & Mykletun, A. (2009). The epidemiology of insomnia: Associations with physical and mental health.: The HUNT-2 study. Journal of Psychosomatic Research, 67(2), 109–116.

    Article  PubMed  Google Scholar 

  • Steriade, M., Deschenes, M., Domich, L., & Mulle, C. (1985). Abolition of spindle oscillations in thalamic neurons disconnected from nucleus reticularis thalami. Journal of Neurophysiology, 54(6), 1473–1497.

    Article  CAS  PubMed  Google Scholar 

  • Stickgold, R. (2005). Sleep-dependent memory consolidation. Nature, 437(7063), 1272.

    Article  CAS  Google Scholar 

  • Venkatraman, V., Chuah, Y. M., Huettel, S. A., & Chee, M. W. (2007). Sleep deprivation elevates expectation of gains and attenuates response to losses following risky decisions. Sleep, 30(5), 603–609.

    Article  PubMed  Google Scholar 

  • Vetrivelan, R., Qiu, M.-H., Chang, C., & Lu, J. (2010). Role of basal ganglia in sleep–wake regulation: Neural circuitry and clinical significance. Frontiers in Neuroanatomy, 4.

  • Wicklow, A., & Espie, C. (2000). Intrusive thoughts and their relationship to actigraphic measurement of sleep: Towards a cognitive model of insomnia. Behaviour Research and Therapy, 38(7), 679–693.

    Article  CAS  PubMed  Google Scholar 

  • Winkelman, J. W., Plante, D. T., Schoerning, L., Benson, K., Buxton, O. M., O'Connor, S. P., et al. (2013). Increased rostral anterior cingulate cortex volume in chronic primary insomnia. Sleep, 36(7), 991–998.

    Article  PubMed  PubMed Central  Google Scholar 

  • Yuan, K., Zhao, L., Cheng, P., Yu, D., Zhao, L., Dong, T., et al. (2013). Altered structure and resting-state functional connectivity of the basal ganglia in migraine patients without aura. The Journal of Pain, 14(8), 836–844.

    Article  PubMed  Google Scholar 

  • Yuan, K., Yu, D., Bi, Y., Li, Y., Guan, Y., Liu, J., et al. (2016). The implication of frontostriatal circuits in young smokers: A resting-state study. Human Brain Mapping, 37(6), 2013–2026.

    Article  PubMed  Google Scholar 

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Acknowledgements

This work is supported by the National Natural Science Foundation of China under Grant Nos. 81571751, 81571753, 61771266, 81701780, the Fundamental Research Funds for the Central Universities under the Grant No. JB151204, the program for Young Talents of Science and Technology in Universities of Inner Mongolia Autonomous Region NJYT-17-B11, the Natural Science Foundation of Inner Mongolia under Grant No. 2017MS(LH)0814, 2018LH08079, the program of Science and Technology in Universities of Inner Mongolia Autonomous Region NJZY17262, the Innovation Fund Project of Inner Mongolia University of Science and Technology No. 2015QNGG03, National Natural Science Foundation of Shaanxi Province under Grant No. 2017JM6051, 2018JM7075. The funding agencies played no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; and preparation, review, or approval of the manuscript. The authors report no biomedical financial interests or potential conflicts of interest.

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Correspondence to Bo Liu, Dahua Yu or Kai Yuan.

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Li, M., Wang, R., Zhao, M. et al. Abnormalities of thalamus volume and resting state functional connectivity in primary insomnia patients. Brain Imaging and Behavior 13, 1193–1201 (2019). https://doi.org/10.1007/s11682-018-9932-y

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