RSNA 2013 

Abstract Archives of the RSNA, 2013


LL-NRS-TH4B

Changes in Resting-state Functional Connectivity Following BCI-EEG Based Intervention in Sub-acute and Chronic Stroke Patients

Scientific Informal (Poster) Presentations

Presented on December 5, 2013
Presented as part of LL-NRS-THB: Neuroradiology/Head and Neck - Thursday Posters and Exhibits (12:45pm - 1:15pm)

Participants

Veena A. Nair PhD, Presenter: Nothing to Disclose
Jie Song MS, Abstract Co-Author: Nothing to Disclose
Brittany Young, Abstract Co-Author: Nothing to Disclose
Leo Walton, Abstract Co-Author: Nothing to Disclose
Scott Grogan BS, Abstract Co-Author: Nothing to Disclose
Justin Sattin, Abstract Co-Author: Nothing to Disclose
Dorothy Farrar-Edwards, Abstract Co-Author: Nothing to Disclose
Justin Williams, Abstract Co-Author: Nothing to Disclose
Vivek Prabhakaran MD, PhD, Abstract Co-Author: Nothing to Disclose

PURPOSE

We used BCI-EEG driven functional electrical stimulation(FES) of the affected arm, and tongue stimulation(TS) to facilitate upper extremity movement following ischemic stroke. We examined changes in resting state functional connectivity MRI (rs-fcMRI) in the sensorimotor network using 10 minutes eyes-closed resting fMRI. Additionally, we investigated brain-behavior correlation between rs-fcMRI and self-reported measures of hand strength as assessed by the Stroke Impact Scale(SIS).

METHOD AND MATERIALS

Seven patients(mean age = 64 yrs, 4 males, 6 left hemisphere strokes, between 3 months to 23 months from stroke onset) with persistent mild to severe upper extremity impairment following ischemic stroke received intervention(2 hrs/session, maximum of 15 sessions over 5-6 weeks) using BCI-EEG driven TS and FES. rs-fcMRI images were acquired on a GE 3T MRI scanner as subjects lay in the scanner with eyes closed at 3 time-points- pre(M1), mid(M2), and immediately post intervention(M3). Rs-fcMRI involving connections among 22 regions in the sensorimotor network were examined. The SIS was administered before each scanning session.

RESULTS

Four out of 7 subjects showed significant increase in connection strength from M1 to M2 and from M1 to M3(individual analysis corrected for multiple comparisons, fdr method, p < .01). Five of 7 subjects showed increase in number of connections among regions in the sensorimotor network from M1 to M3. Change in connection strength from M1 to M2 moderately correlated with change in hand strength domain of the SIS(r2 = 0.42, r =.65).

CONCLUSION

BCI-EEG driven intervention targeted at the sensorimotor network leads to increase in functional connectivity strength as well as the number of connections. These data suggest that BCI-EEG driven FES and TS intervention may promote brain plasticity in sub-acute and chronic stroke patients with variable clinical characteristics.

CLINICAL RELEVANCE/APPLICATION

Analysis of resting state functional connectivity in the sensorimotor network following post-stroke therapy using a brain-computer-interface (BCI)-EEG driven intervention may identify functional conne

Cite This Abstract

Nair, V, Song, J, Young, B, Walton, L, Grogan, S, Sattin, J, Farrar-Edwards, D, Williams, J, Prabhakaran, V, Changes in Resting-state Functional Connectivity Following BCI-EEG Based Intervention in Sub-acute and Chronic Stroke Patients.  Radiological Society of North America 2013 Scientific Assembly and Annual Meeting, December 1 - December 6, 2013 ,Chicago IL. http://archive.rsna.org/2013/13044452.html