Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Causality Mapping Using Resting-State fMRI reveals Suppressed Functional Connectivity in Schizophrenia Patients

Fayyaz Ahmed, Zunira Saghir, Namra Aamir, Turki Abualait, View ORCID ProfileSafee Ullah Chaudhary, View ORCID ProfileShahid Bashir
doi: https://doi.org/10.1101/2020.09.12.295048
Fayyaz Ahmed
1Department of Statistics, University of Gujrat, Gujrat, Pakistan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Zunira Saghir
1Department of Statistics, University of Gujrat, Gujrat, Pakistan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Namra Aamir
2Biomedical Informatics Research Laboratory, Department of Biology, Syed Babar Ali School of Science and Engineering, Lahore University of Management Sciences, Lahore, Pakistan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Turki Abualait
3College of Applied Medical Sciences, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Safee Ullah Chaudhary
2Biomedical Informatics Research Laboratory, Department of Biology, Syed Babar Ali School of Science and Engineering, Lahore University of Management Sciences, Lahore, Pakistan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Safee Ullah Chaudhary
  • For correspondence: safee.ullah.chaudhary@gmail.com sbashir10@gmail.com
Shahid Bashir
4Neuroscience Center, King Fahad Specialist Hospital Dammam, Dammam, Saudi Arabia
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Shahid Bashir
  • For correspondence: safee.ullah.chaudhary@gmail.com sbashir10@gmail.com
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Preview PDF
Loading

ABSTRACT

Schizophrenia is a psychotic brain disorder in which patients exhibit aberrant connectivity between different regions of the brain. Neuroimaging is a state-of-the-art technique that is now increasingly been employed in clinical investigation of Schizophrenia. In the present study, we have used resting-state functional magnetic resonance neuroimaging (rsfMRI) to elucidate the cause-and-effect relationships among four regions of the brain including occipital, temporal, and frontal lobes and hippocampus in Schizophrenia. For that, we have employed independent component analysis, a seed-based temporal correlation analysis, and Granger causality analysis for measuring causal relationships amongst four regions of the brain in schizophrenia patients. Eighteen subjects with nine patients and nine controls were evaluated in the study. Our results show that Schizophrenia patients exhibit significantly different activation patterns across the selected regions of the brain in comparison with the control. In addition to that, we also observed an aberrant causal relationship between these four regions of the brain. In particular, the temporal and frontal lobes of patients with schizophrenia had a significantly lowered causal relationship with the other areas of the brain. Taken together, the study elucidates the dysregulated brain activity in Schizophrenia patients, decodes its causal mapping and provides novel insights towards employment in clinical evaluation of Schizophrenia.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
Back to top
PreviousNext
Posted September 14, 2020.
Download PDF
Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Causality Mapping Using Resting-State fMRI reveals Suppressed Functional Connectivity in Schizophrenia Patients
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Causality Mapping Using Resting-State fMRI reveals Suppressed Functional Connectivity in Schizophrenia Patients
Fayyaz Ahmed, Zunira Saghir, Namra Aamir, Turki Abualait, Safee Ullah Chaudhary, Shahid Bashir
bioRxiv 2020.09.12.295048; doi: https://doi.org/10.1101/2020.09.12.295048
Digg logo Reddit logo Twitter logo CiteULike logo Facebook logo Google logo Mendeley logo
Citation Tools
Causality Mapping Using Resting-State fMRI reveals Suppressed Functional Connectivity in Schizophrenia Patients
Fayyaz Ahmed, Zunira Saghir, Namra Aamir, Turki Abualait, Safee Ullah Chaudhary, Shahid Bashir
bioRxiv 2020.09.12.295048; doi: https://doi.org/10.1101/2020.09.12.295048

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Neuroscience
Subject Areas
All Articles
  • Animal Behavior and Cognition (2416)
  • Biochemistry (4774)
  • Bioengineering (3319)
  • Bioinformatics (14626)
  • Biophysics (6617)
  • Cancer Biology (5156)
  • Cell Biology (7402)
  • Clinical Trials (138)
  • Developmental Biology (4340)
  • Ecology (6858)
  • Epidemiology (2057)
  • Evolutionary Biology (9876)
  • Genetics (7328)
  • Genomics (9496)
  • Immunology (4534)
  • Microbiology (12631)
  • Molecular Biology (4919)
  • Neuroscience (28206)
  • Paleontology (198)
  • Pathology (802)
  • Pharmacology and Toxicology (1380)
  • Physiology (2012)
  • Plant Biology (4473)
  • Scientific Communication and Education (974)
  • Synthetic Biology (1295)
  • Systems Biology (3903)
  • Zoology (722)