Functional connectivity differences between cocaine users and healthy controls: an fMRI study

dc.contributor.authorVaranasi, Sravani
dc.contributor.authorZhai, Tianye
dc.contributor.authorGu, Hong
dc.contributor.authorYang, Yihong
dc.contributor.authorChoa, Fow-Sen
dc.date.accessioned2024-07-26T16:35:29Z
dc.date.available2024-07-26T16:35:29Z
dc.date.issued2024-06-06
dc.descriptionSPIE 13059, Smart Biomedical and Physiological Sensor Technology XXI, 1305908 (6 June 2024)
dc.description.abstractSubstance Use Disorder (SUD) represents a pervasive global health crisis characterized by the compulsive and detrimental use of psychoactive substances. In this study, we explore the functional connectivity disparities between two age- and sex-matched groups comprising 53 individuals with Cocaine Use Disorder (CUD) and 52 Healthy Control (HC) subjects. We employed resting-state fMRI data, which were preprocessed using the CONN toolbox, ensuring high-quality data for subsequent analysis. The CONN toolbox has a default atlas of 164 ROIs based on the FSL-Harvard Oxford atlas and the automated Anatomical Labeling Atlas (AAL). The investigation extended into first level and second level-analysis features within the CONN toolbox to discern functional connectivity patterns between these two groups. At the group level analysis centered on contrasting CUD patients and HCs, we particularly focused on the Region-of-Interest (ROI)-ROI connectivity maps in this study. This study revealed some key findings: Firstly, we observed that HC subjects exhibited significantly stronger connectivity between the Superior Temporal Gyrus (STG) and regions of interest within the basal ganglia network (BSL), compared to individuals with CUD. Secondly, the HC group demonstrated heightened connectivity between regions of interest belonging to the visual network and the cerebellum, contrasting with the weaker connectivity observed in the CUD group. Lastly, there was a notable increase in connectivity between the Inferior Temporal Gyrus, temporooccipital part (toITG), and the cerebellum in individuals with CUD, further emphasizing the disruption in functional connectivity within this population. Understanding these functional connectivity differences may inform future interventions and diagnostic approaches in the context of cocaine use disorder.
dc.description.urihttps://www.spiedigitallibrary.org/conference-proceedings-of-spie/13059/1305908/Functional-connectivity-differences-between-cocaine-users-and-healthy-controls/10.1117/12.3013689.full
dc.format.extent7 pages
dc.genreconfence papers and proceedings
dc.identifierdoi:10.13016/m2vsgu-niaj
dc.identifier.citationVaranasi, Sravani, Tianye Zhai, Hong Gu, Yihong Yang, and Fow-Sen Choa. “Functional Connectivity Differences between Cocaine Users and Healthy Controls: An FMRI Study.” In Smart Biomedical and Physiological Sensor Technology XXI, 13059:45–51. SPIE, 2024. https://doi.org/10.1117/12.3013689.
dc.identifier.urihttps://doi.org/10.1117/12.3013689
dc.identifier.urihttp://hdl.handle.net/11603/35105
dc.language.isoen_US
dc.publisherSPIE
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Faculty Collection
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department
dc.relation.ispartofUMBC Student Collection
dc.rightsThis work was written as part of one of the author's official duties as an Employee of the United States Government and is therefore a work of the United States Government. In accordance with 17 U.S.C. 105, no copyright protection is available for such works under U.S. Law.
dc.rightsPublic Domain
dc.rights.urihttps://creativecommons.org/publicdomain/mark/1.0/
dc.titleFunctional connectivity differences between cocaine users and healthy controls: an fMRI study
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0001-9613-6110

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