IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0187137.html
   My bibliography  Save this article

MRI-based Brain Healthcare Quotients: A bridge between neural and behavioral analyses for keeping the brain healthy

Author

Listed:
  • Kiyotaka Nemoto
  • Hiroki Oka
  • Hiroki Fukuda
  • Yoshinori Yamakawa

Abstract

Neurological and psychiatric disorders are a burden on social and economic resources. Therefore, maintaining brain health and preventing these disorders are important. While the physiological functions of the brain are well studied, few studies have focused on keeping the brain healthy from a neuroscientific viewpoint. We propose a magnetic resonance imaging (MRI)-based quotient for monitoring brain health, the Brain Healthcare Quotient (BHQ), which is based on the volume of gray matter (GM) and the fractional anisotropy (FA) of white matter (WM). We recruited 144 healthy adults to acquire structural neuroimaging data, including T1-weighted images and diffusion tensor images, and data associated with both physical (BMI, blood pressure, and daily time use) and social (subjective socioeconomic status, subjective well-being, post-materialism and Epicureanism) factors. We confirmed that the BHQ was sensitive to an age-related decline in GM volume and WM integrity. Further analysis revealed that the BHQ was critically affected by both physical and social factors. We believe that our BHQ is a simple yet highly sensitive, valid measure for brain health research that will bridge the needs of the scientific community and society and help us lead better lives in which we stay healthy, active, and sharp.

Suggested Citation

  • Kiyotaka Nemoto & Hiroki Oka & Hiroki Fukuda & Yoshinori Yamakawa, 2017. "MRI-based Brain Healthcare Quotients: A bridge between neural and behavioral analyses for keeping the brain healthy," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-13, October.
  • Handle: RePEc:plo:pone00:0187137
    DOI: 10.1371/journal.pone.0187137
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0187137
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0187137&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0187137?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Inglehart, Ronald, 1971. "The Silent Revolution in Europe: Intergenerational Change in Post-Industrial Societies," American Political Science Review, Cambridge University Press, vol. 65(4), pages 991-1017, December.
    2. Demakakos, Panayotes & Nazroo, James & Breeze, Elizabeth & Marmot, Michael, 2008. "Socioeconomic status and health: The role of subjective social status," Social Science & Medicine, Elsevier, vol. 67(2), pages 330-340, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Veenhoven, Ruut, 1990. "Inequality in happiness: inequality in countries compared across countries," MPRA Paper 11275, University Library of Munich, Germany.
    2. Xiaobao Li & Houchao Lyu, 2022. "Social Status and Subjective Well-Being in Chinese Adults: Mediating Effect of Future Time Perspective," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(4), pages 2101-2116, August.
    3. Ali, Maged & Azab, Nahed & Sorour, M. Karim & Dora, Manoj, 2019. "Integration v. polarisation among social media users: Perspectives through social capital theory on the recent Egyptian political landscape," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 461-473.
    4. Nobles, Jenna & Weintraub, Miranda Ritterman & Adler, Nancy E., 2013. "Subjective socioeconomic status and health: Relationships reconsidered," Social Science & Medicine, Elsevier, vol. 82(C), pages 58-66.
    5. Bradshaw, Matt & Ellison, Christopher G., 2010. "Financial hardship and psychological distress: Exploring the buffering effects of religion," Social Science & Medicine, Elsevier, vol. 71(1), pages 196-204, July.
    6. David Held & Robert Schütze & Charles S. Maier, 2017. "Democratic Dangers Beyond Borders," Global Policy, London School of Economics and Political Science, vol. 8(s6), pages 78-86, October.
    7. Jerneja Farkas & Majda Pahor & Lijana Zaletel-Kragelj, 2011. "Self-rated health in different social classes of Slovenian adult population: nationwide cross-sectional study," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 56(1), pages 45-54, February.
    8. Alan Arwine & Lawrence Mayer, 2014. "Tolerance and the Politics of Identity in the European Union," Social Science Quarterly, Southwestern Social Science Association, vol. 95(3), pages 669-681, September.
    9. Adena, Maja & Myck, Michal, 2013. "Poverty and Transitions in Health," IZA Discussion Papers 7532, Institute of Labor Economics (IZA).
    10. McNeil, Andrew & Luca, Davide & Lee, Neil, 2023. "The long shadow of local decline: Birthplace economic adversity and long-term individual outcomes in the UK," Journal of Urban Economics, Elsevier, vol. 136(C).
    11. Ewa Kopczyńska, 2020. "Are There Local Versions of Sustainability? Food Networks in the Semi-Periphery," Sustainability, MDPI, vol. 12(7), pages 1-15, April.
    12. Tridico, Pasquale, 2013. "The stage of development among former communist economies: Social capital, the middle class and democracy," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 44(C), pages 47-58.
    13. Bernd Hayo & Edith Neuenkirch, 2018. "Survey on Germans’ Attitudes Towards and Knowledge of Monetary Policy Issues: Documentation of Survey Methodology and Descriptive Results," MAGKS Papers on Economics 201821, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    14. Arnstein Aassve & Letizia Mencarini & Elena Pirani & Daniele Vignoli, 2023. "The last bastion is falling: Survey evidence of the new demographic reality in Italy," Econometrics Working Papers Archive 2023_04, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti".
    15. Michael Weinhardt & Jürgen Schupp, 2011. "Multi-Itemskalen im SOEP Jugendfragebogen," Data Documentation 60, DIW Berlin, German Institute for Economic Research.
    16. Meral Ugur-Cinar & Kursat Cinar & Tekin Kose, 2020. "How Does Education Affect Political Trust?: An Analysis of Moderating Factors," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 152(2), pages 779-808, November.
    17. Eberhard Feess & Helge Mueller & Sabrina G. Ruhnau, 2014. "The Impact of Religion and the Degree of Religiosity on Work Ethic: A Multilevel Analysis," Kyklos, Wiley Blackwell, vol. 67(4), pages 506-534, November.
    18. Malte Petersen & Monika Keller & Jürgen Weibler & Wasilios Hariskos, 2019. "Business education: Does a focus on prosocial values increase students’ pro-social behavior?," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 18(2), pages 181-190, December.
    19. Alaina N. English & Jennifer A. Bellingtier & Shevaun D. Neupert, 2019. "It’s “the Joneses”: the influence of objective and subjective socioeconomic status on subjective perceptions of aging," European Journal of Ageing, Springer, vol. 16(1), pages 121-128, March.
    20. Grant Mills & Simon Austin & Derek Thomson & Hannah Devine-Wright, 2009. "Applying a Universal Content and Structure of Values in Construction Management," Journal of Business Ethics, Springer, vol. 90(4), pages 473-501, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0187137. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.