IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0072547.html
   My bibliography  Save this article

Micro-Structural Brain Alterations in Aviremic HIV+ Patients with Minor Neurocognitive Disorders: A Multi-Contrast Study at High Field

Author

Listed:
  • Cristina Granziera
  • Alessandro Daducci
  • Samanta Simioni
  • Matthias Cavassini
  • Alexis Roche
  • Djalel Meskaldji
  • Tobias Kober
  • Melanie Metral
  • Alexandra Calmy
  • Gunther Helms
  • Bernard Hirschel
  • François Lazeyras
  • Reto Meuli
  • Gunnar Krueger
  • Renaud A Du Pasquier

Abstract

Objective: Mild neurocognitive disorders (MND) affect a subset of HIV+ patients under effective combination antiretroviral therapy (cART). In this study, we used an innovative multi-contrast magnetic resonance imaging (MRI) approach at high-field to assess the presence of micro-structural brain alterations in MND+ patients. Methods: We enrolled 17 MND+ and 19 MND− patients with undetectable HIV-1 RNA and 19 healthy controls (HC). MRI acquisitions at 3T included: MP2RAGE for T1 relaxation times, Magnetization Transfer (MT), T2* and Susceptibility Weighted Imaging (SWI) to probe micro-structural integrity and iron deposition in the brain. Statistical analysis used permutation-based tests and correction for family-wise error rate. Multiple regression analysis was performed between MRI data and (i) neuropsychological results (ii) HIV infection characteristics. A linear discriminant analysis (LDA) based on MRI data was performed between MND+ and MND− patients and cross-validated with a leave-one-out test. Results: Our data revealed loss of structural integrity and micro-oedema in MND+ compared to HC in the global white and cortical gray matter, as well as in the thalamus and basal ganglia. Multiple regression analysis showed a significant influence of sub-cortical nuclei alterations on the executive index of MND+ patients (p = 0.04 he and R2 = 95.2). The LDA distinguished MND+ and MND− patients with a classification quality of 73% after cross-validation. Conclusion: Our study shows micro-structural brain tissue alterations in MND+ patients under effective therapy and suggests that multi-contrast MRI at high field is a powerful approach to discriminate between HIV+ patients on cART with and without mild neurocognitive deficits.

Suggested Citation

  • Cristina Granziera & Alessandro Daducci & Samanta Simioni & Matthias Cavassini & Alexis Roche & Djalel Meskaldji & Tobias Kober & Melanie Metral & Alexandra Calmy & Gunther Helms & Bernard Hirschel & , 2013. "Micro-Structural Brain Alterations in Aviremic HIV+ Patients with Minor Neurocognitive Disorders: A Multi-Contrast Study at High Field," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-10, September.
  • Handle: RePEc:plo:pone00:0072547
    DOI: 10.1371/journal.pone.0072547
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0072547
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0072547&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0072547?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. Marcus Kaul & Gwenn A. Garden & Stuart A. Lipton, 2001. "Pathways to neuronal injury and apoptosis in HIV-associated dementia," Nature, Nature, vol. 410(6831), pages 988-994, April.
    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. Romain Volmer & Céline Monnet & Daniel Gonzalez-Dunia, 2006. "Borna Disease Virus Blocks Potentiation of Presynaptic Activity through Inhibition of Protein Kinase C Signaling," PLOS Pathogens, Public Library of Science, vol. 2(3), pages 1-9, March.

    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:pone00:0072547. 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.