Skip to main content

Advertisement

Log in

The gray matter volume of bilateral inferior temporal gyrus in mediating the association between psychological stress and sleep quality among Chinese college students

  • Original Research
  • Published:
Brain Imaging and Behavior Aims and scope Submit manuscript

Abstract

The role of brain regions in the relationship between psychological stress and sleep quality is unclear. This study investigates the neuroanatomical basis of the association between psychological stress and sleep quality. Data were collected using the Pittsburgh Sleep Quality Index, the Psychosomatic Tension Relaxation Inventory, and voxel-based morphometry among 318 healthy students. The results showed that psychological stress was negatively correlated with sleep quality. According to the mediation analysis results, the correlation between psychological stress and sleep quality was partially mediated by the region of the bilateral inferior temporal gyrus. These findings suggest that there is a strong link between sleep quality and psychological stress, highlighting the gray matter volume of the bilateral inferior temporal gyrus related to emotional processing, which plays an essential role in improving sleep quality.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Almojali, A. I., Almalki, S. A., Alothman, A. S., Masuadi, E. M., & Alaqeel, M. K. (2017). The prevalence and association of stress with sleep quality among medical students. Journal of Epidemiology and Global Health, 7(3), 169–174.

    Article  PubMed  PubMed Central  Google Scholar 

  • Amaral, A. P., Soares, M. J., Pinto, A. M., Pereira, A. T., Madeira, N., Bos, S. C., Marques, M., Roque, C., & Macedo, A. (2018). Sleep difficulties in college students: The role of stress, affect and cognitive processes. Psychiatry Research, 260, 331–337.

    Article  PubMed  Google Scholar 

  • Anderheim, L., Holter, H., Bergh, C., & Möller, A. J. H. R. (2005). Does psychological stress affect the outcome of in vitro fertilization? Human Reproduction, 20(10), 2969–2975.

    Article  CAS  PubMed  Google Scholar 

  • Ashburner, J. (2007). A fast diffeomorphic image registration algorithm. NeuroImage, 38(1), 95–113.

    Article  PubMed  Google Scholar 

  • Ashburner, J., & Friston, K. J. (2005). Unified segmentation. Neuroimage, 26(3), 839–851.

    Article  PubMed  Google Scholar 

  • Bartel, K. A., Gradisar, M., & Williamson, P. (2015). Protective and risk factors for adolescent sleep: A meta-analytic review. Sleep Medicine Reviews, 21, 72–85.

    Article  PubMed  Google Scholar 

  • Beauregard, M., Chertkow, H., Bub, D., Murtha, S., Dixon, R., & Evans, A. (1997). The neural substrate for concrete, abstract, and emotional word lexica a positron emission tomography study. Journal of Cognitive Neuroscience, 9(4), 441–461.

    Article  CAS  PubMed  Google Scholar 

  • Bell-McGinty, S., Habeck, C., Hilton, H. J., Rakitin, B., Scarmeas, N., Zarahn, E., Flynn, J., DeLaPaz, R., Basner, R., & Stern, Y. (2004). Identification and differential vulnerability of a neural network in sleep deprivation. Cerebral Cortex, 14(5), 496–502.

    Article  PubMed  Google Scholar 

  • Brüning, F., Noya, S. B., Bange, T., Koutsouli, S., Rudolph, J. D., Tyagarajan, S. K., Cox, J., Mann, M., Brown, S. A., & Robles, M. S. (2019). Sleep-wake cycles drive daily dynamics of synaptic phosphorylation. Science, 366, 6462.

    Article  CAS  Google Scholar 

  • Buysse, D. J., Germain, A., Hall, M., Monk, T. H., & Nofzinger, E. A. (2011). A neurobiological model of insomnia. Drug Discovery Today: Disease Models, 8(4), 129–137.

    Article  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  PubMed  Google Scholar 

  • Chen, S. H., Hung, F. C., Lin, Y. S., & Tseng, H. M. (2002). Trauma and psychosocial aftermath among high-and low-exposure adults three months post the 921 Chi-Chi earthquake in Taiwan. Chinese Journal of Psychology, 44(2), 167–188.

    Google Scholar 

  • Cirelli, C., & Tononi, G. (2019). Linking the need to sleep with synaptic function. Science, 366(6462), 189–190.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Dang-Vu, T. T., Zadra, A., Labelle, M. A., Petit, D., Soucy, J. P., & Montplaisir, J. (2015). Sleep deprivation reveals altered brain perfusion patterns in somnambulism. PloS one, 10(8), e0133474.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Drevets, W. C., Price, J. L., & Furey, M. L. (2008). Brain structural and functional abnormalities in mood disorders: Implications for neurocircuitry models of depression. Brain Structure and Function, 213(1–2), 93–118.

    Article  PubMed  Google Scholar 

  • Drummond, S. P., & Brown, G. G. (2001). The effects of total sleep deprivation on cerebral responses to cognitive performance. Neuropsychopharmacology, 25(5), 68–73.

    Article  Google Scholar 

  • Du, L., Wang, J., Meng, B., Yong, N., Yang, X., Huang, Q., Zhang, Y., Yang, L., Qu, Y., Chen, Z., & Li, Y. (2016). Early life stress affects limited regional brain activity in depression. Scientific Reports, 6(1), 1–8.

    CAS  Google Scholar 

  • Feldman, P. J., Cohen, S., Hamrick, N., & Lepore, S. J. (2004). Psychological stress, appraisal, emotion and cardiovascular response in a public speaking task. Psychology & Health, 19(3), 353–368.

    Article  Google Scholar 

  • Gianaros, P. J., Jennings, J. R., Sheu, L. K., Greer, P. J., Kuller, L. H., & Matthews, K. A. (2007). Prospective reports of chronic life stress predict decreased grey matter volume in the hippocampus. NeuroImage, 35(2), 795–803.

    Article  PubMed  Google Scholar 

  • Han, K. S., Kim, L., & Shim, I. (2012). Stress and sleep disorder. Experimental Neurobiology, 21(4), 141–150.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hayes, A. F. (2013). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. Guilford publications.

    Google Scholar 

  • Joo, E. Y., Tae, W. S., Lee, M. J., Kang, J. W., Park, H. S., Lee, J. Y., Suh, M., & Hong, S. B. (2010). Reduced brain gray matter concentration in patients with obstructive sleep apnea syndrome. Sleep, 33(2), 235–241.

    Article  PubMed  PubMed Central  Google Scholar 

  • Kähkönen, S., Yamashita, H., Rytsälä, H., Suominen, K., Ahveninen, J., & Isometsä, E. (2007). Dysfunction in early auditory processing in major depressive disorder revealed by combined MEG and EEG. Journal of Psychiatry & Neuroscience: JPN, 32(5), 316.

    Google Scholar 

  • Kanai, R., & Rees, G. (2011). The structural basis of inter-individual differences in human behaviour and cognition. Nature Reviews Neuroscience, 12(4), 231–242.

    Article  CAS  PubMed  Google Scholar 

  • Kogler, L., Müller, V. I., Chang, A., Eickhoff, S. B., Fox, P. T., Gur, R. C., & Derntl, B. (2015). Psychosocial versus physiological stress—Meta-analyses on deactivations and activations of the neural correlates of stress reactions. NeuroImage, 119, 235–251.

    Article  PubMed  Google Scholar 

  • Kurebayashi, L. F. S., Do Prado, J. M., & Da Silva, M. J. P. (2012). Correlations between stress and anxiety levels in nursing students. Journal of Nursing Education and Practice, 2(3), 128.

    Article  Google Scholar 

  • Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal, and coping. Springer.

    Google Scholar 

  • Lee, S. Y., Wuertz, C., Rogers, R., & Chen, Y. P. (2013). Stress and sleep disturbances in female college students. American Journal of Health Behavior, 37(6), 851–858.

    Article  PubMed  Google Scholar 

  • Li, X., & Hu, L. (2016). The role of stress regulation on neural plasticity in pain chronification. Neural plasticity, 2016.

  • Li, Y., Gu, S., Wang, Z., Li, H., Xu, X., Zhu, H., Deng, S., Ma, X., Feng, G., Wang, F., & Huang, J. H. (2019). Relationship between stressful life events and sleep quality: Rumination as a mediator and resilience as a moderator. Frontiers in Psychiatry, 10, 348.

  • Lin, Y. H., Young, I. M., Conner, A. K., Glenn, C. A., Chakraborty, A. R., Nix, C. E., Bai, M. Y., Dhanaraj, V., Fonseka, R. D., Hormovas, J., & Tanglay, O. (2020). Anatomy and white matter connections of the inferior temporal gyrus. World Neurosurgery, 143, e656–e666.

    Article  PubMed  Google Scholar 

  • Medic, G., Wille, M., & Hemels, M. E. (2017). Short-and long-term health consequences of sleep disruption. Nature and Science of Sleep, 9, 151.

    Article  PubMed  PubMed Central  Google Scholar 

  • Näätänen, R., Pakarinen, S., Rinne, T., & Takegata, R. (2004). The mismatch negativity (MMN): Towards the optimal paradigm. Clinical Neurophysiology, 115(1), 140–144.

    Article  PubMed  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), 179–188.

    Article  CAS  PubMed  Google Scholar 

  • Riemann, D., Spiegelhalder, K., Feige, B., Voderholzer, U., Berger, M., Perlis, M., & Nissen, C. (2010). The hyperarousal model of insomnia: A review of the concept and its evidence. Sleep Medicine Reviews, 14(1), 19–31.

    Article  PubMed  Google Scholar 

  • Rosen, H. J., Allison, S. C., Schauer, G. F., Gorno-Tempini, M. L., Weiner, M. W., & Miller, B. L. (2005). Neuroanatomical correlates of behavioural disorders in dementia. Brain, 128(11), 2612–2625.

    Article  PubMed  Google Scholar 

  • Sanford, L. D., Suchecki, D., & Meerlo, P. (2014). Stress, arousal, and sleep. In Sleep, neuronal plasticity and brain function (pp. 379–410). Springer.

    Book  Google Scholar 

  • Segerstrom, S. C., & Miller, G. E. (2004). Psychological stress and the human immune system: A meta-analytic study of 30 years of inquiry. Psychological Bulletin, 130(4), 601.

    Article  PubMed  PubMed Central  Google Scholar 

  • Shan, Z. Y., Kwiatek, R., Burnet, R., Del Fante, P., Staines, D. R., Marshall-Gradisnik, S. M., & Barnden, L. R. (2017). Medial prefrontal cortex deficits correlate with unrefreshing sleep in patients with chronic fatigue syndrome. NMR in Biomedicine, 30(10), e3757.

    Article  Google Scholar 

  • Short, M. A., Gradisar, M., Lack, L. C., Wright, H. R., & Dohnt, H. (2013). The sleep patterns and well-being of Australian adolescents. Journal of Adolescence, 36(1), 103–110.

    Article  PubMed  Google Scholar 

  • Staner, L. (2003). Sleep and anxiety disorders. Dialogues in Clinical Neuroscience, 5(3), 249.

    Article  PubMed  PubMed Central  Google Scholar 

  • Sterling, P., & Eyer, J. (1988). Handbook of Life Stress, Cognition and Health. In S. Fisher & J. Reason (Eds.), Handbook of Life Stress. Cognition and Health: Wiley.

    Google Scholar 

  • Takeuchi, H., Taki, Y., Sassa, Y., Hashizume, H., Sekiguchi, A., Nagase, T., Nouchi, R., Fukushima, A., & Kawashima, R. (2012). Regional gray and white matter volume associated with Stroop interference: Evidence from voxel-based morphometry. NeuroImage, 59(3), 2899–2907.

    Article  PubMed  Google Scholar 

  • Varlinskaya, E. I., Spear, L. P., & Diaz, M. R. (2018). Stress alters social behavior and sensitivity to pharmacological activation of kappa opioid receptors in an age-specific manner in Sprague Dawley rats. Neurobiology of Stress, 9, 124–132.

    Article  PubMed  PubMed Central  Google Scholar 

  • Wallace, J. M. (1980). Behavioral health change through tension control learning in adult education classes. In F. J. McGuigan, W. E. Sime, & J. M. Wallace (Eds.), Stress and tension control (pp. 243–261). Springer.

    Chapter  Google Scholar 

  • Wang, Z., Liang, P., Jia, X., Jin, G., Song, H., Han, Y., Lu, J., & Li, K. (2012). The baseline and longitudinal changes of PCC connectivity in mild cognitive impairment: a combined structure and resting-state fMRI study. PLoS ONE, 7(5), e36838.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Zhang, L., Li, D., & Yin, H. (2020). How is psychological stress linked to sleep quality? The mediating role of functional connectivity between the sensory/somatomotor network and the cingulo-opercular control network. Brain and Cognition, 146, 105641.

    Article  PubMed  Google Scholar 

Download references

Funding

This work was supported by the Research Foundation of Education Bureau of Hunan Province, China (Grant No. 18A029) and the Education Planning foundation of Hunan Province, China (Grant No. XJK20AXL01).

Author information

Authors and Affiliations

Authors

Contributions

LZ and GC conducted the studies, DL and HY provided substantive ideas, LZ, GC and YB collected and analyzed the data, LZ, GC, DL, YB, ZL, JL, and HY prepared and revised the manuscript.

Corresponding authors

Correspondence to Dan Li or Huazhan Yin.

Ethics declarations

Conflict of interest

On behalf of all authors, the corresponding author states that there is no conflict of interest.

Informed consent

All procedures followed were in accordance with the Helsinki Declaration of 1975, and the applicable revisions at the time of the investigation. Informed consent was obtained from all participants included in the study.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, L., Cao, G., Liu, Z. et al. The gray matter volume of bilateral inferior temporal gyrus in mediating the association between psychological stress and sleep quality among Chinese college students. Brain Imaging and Behavior 16, 557–564 (2022). https://doi.org/10.1007/s11682-021-00524-6

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11682-021-00524-6

Keywords

Navigation