TY - JOUR
T1 - Functional Connectivity Decreases with Metabolic Stress in Sickle Cell Disease
AU - Fields, Melanie E.
AU - Mirro, Amy E.
AU - Guilliams, Kristin P.
AU - Binkley, Michael M.
AU - Gil Diaz, Luisa
AU - Tan, Jessica
AU - Fellah, Slim
AU - Eldeniz, Cihat
AU - Chen, Yasheng
AU - Ford, Andria L.
AU - Shimony, Joshua S.
AU - King, Allison A.
AU - An, Hongyu
AU - Smyser, Christopher D.
AU - Lee, Jin Moo
N1 - Publisher Copyright:
© 2020 American Neurological Association
PY - 2020/11/1
Y1 - 2020/11/1
N2 - Objective: Children with sickle cell disease (SCD) experience cognitive deficits even when unaffected by stroke. Using functional connectivity magnetic resonance imaging (MRI) as a potential biomarker of cognitive function, we tested our hypothesis that children with SCD would have decreased functional connectivity, and that children experiencing the greatest metabolic stress, indicated by elevated oxygen extraction fraction, would have the lowest connectivity. Methods: We prospectively obtained brain MRIs and cognitive testing in healthy controls and children with SCD. Results: We analyzed data from 60 participants (20 controls and 40 with sickle cell disease). There was no difference in global cognition or cognitive subdomains between cohorts. However, we found decreased functional connectivity within the sensory-motor, lateral sensory-motor, auditory, salience, and subcortical networks in participants with SCD compared with controls. Further, as white matter oxygen extraction fraction increased, connectivity within the visual (p = 0.008, parameter estimate = −0.760 [95% CI = −1.297, −0.224]), default mode (p = 0.012, parameter estimate = −0.417 [95% CI = −0.731, −0.104]), and cingulo-opercular (p = 0.009, parameter estimate = −0.883 [95% CI = −1.517, −0.250]) networks decreased. Interpretation: We conclude that there is diminished functional connectivity within these anatomically contiguous networks in children with SCD compared with controls, even when differences are not seen with cognitive testing. Increased white matter oxygen extraction fraction was associated with decreased connectivity in select networks. These data suggest that elevated oxygen extraction fraction and disrupted functional connectivity are potentially presymptomatic neuroimaging biomarkers for cognitive decline in SCD. ANN NEUROL 2020;88:995–1008.
AB - Objective: Children with sickle cell disease (SCD) experience cognitive deficits even when unaffected by stroke. Using functional connectivity magnetic resonance imaging (MRI) as a potential biomarker of cognitive function, we tested our hypothesis that children with SCD would have decreased functional connectivity, and that children experiencing the greatest metabolic stress, indicated by elevated oxygen extraction fraction, would have the lowest connectivity. Methods: We prospectively obtained brain MRIs and cognitive testing in healthy controls and children with SCD. Results: We analyzed data from 60 participants (20 controls and 40 with sickle cell disease). There was no difference in global cognition or cognitive subdomains between cohorts. However, we found decreased functional connectivity within the sensory-motor, lateral sensory-motor, auditory, salience, and subcortical networks in participants with SCD compared with controls. Further, as white matter oxygen extraction fraction increased, connectivity within the visual (p = 0.008, parameter estimate = −0.760 [95% CI = −1.297, −0.224]), default mode (p = 0.012, parameter estimate = −0.417 [95% CI = −0.731, −0.104]), and cingulo-opercular (p = 0.009, parameter estimate = −0.883 [95% CI = −1.517, −0.250]) networks decreased. Interpretation: We conclude that there is diminished functional connectivity within these anatomically contiguous networks in children with SCD compared with controls, even when differences are not seen with cognitive testing. Increased white matter oxygen extraction fraction was associated with decreased connectivity in select networks. These data suggest that elevated oxygen extraction fraction and disrupted functional connectivity are potentially presymptomatic neuroimaging biomarkers for cognitive decline in SCD. ANN NEUROL 2020;88:995–1008.
UR - http://www.scopus.com/inward/record.url?scp=85090943822&partnerID=8YFLogxK
U2 - 10.1002/ana.25891
DO - 10.1002/ana.25891
M3 - Article
C2 - 32869335
AN - SCOPUS:85090943822
SN - 0364-5134
VL - 88
SP - 995
EP - 1008
JO - Annals of neurology
JF - Annals of neurology
IS - 5
ER -