Functional Connectivity as a Potential Mechanism for Language Plasticity

被引:12
作者
Ailion, Alyssa S. [1 ,2 ]
You, Xiaozhen [3 ]
Mbwana, Juma S. [3 ]
Fanto, Eleanor J. [3 ]
Krishnamurthy, Manu [3 ]
Vaidya, Chandan J. [5 ]
Sepeta, Leigh N. [4 ]
Gaillard, William D. [3 ]
Berl, Madison M. [4 ]
机构
[1] Harvard Med Sch, Boston Childrens Hosp, Dept Psychiat, Boston, MA 02115 USA
[2] Harvard Med Sch, Boston Childrens Hosp, Dept Neurol, Boston, MA 02115 USA
[3] Childrens Natl Hosp, Dept Neurol, Quezon City, Philippines
[4] Childrens Natl Hosp, Neuropsychol, Quezon City, Philippines
[5] Georgetown Univ, Dept Psychol, Washington, DC 20057 USA
关键词
AUTISM SPECTRUM DISORDER; TEMPORAL-LOBE EPILEPSY; LATERALIZATION; REORGANIZATION; NETWORKS; PREDICTS; DEFICITS; ANATOMY; BRAIN; FMRI;
D O I
10.1212/WNL.0000000000013071
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and Objectives Task fMRI is a clinical tool for language lateralization, but has limitations, and cannot provide information about network-level plasticity. Additional methods are needed to improve the precision of presurgical language mapping. We investigate language resting-state functional connectivity (RS fMRI; FC) in typically developing children (TD) and children with epilepsy. Our objectives were to (1) understand how FC components differ between TD children and those with epilepsy; (2) elucidate how the location of disease (frontal/temporal epilepsy foci) affects FC; and (3) investigate the relationship between age and FC. Methods Our sample included 55 TD children (mean age 12 years, range 7-18) and 31 patients with focal epilepsy (mean age 13 years, range 7-18). All participants underwent RS fMRI. Using a bilateral canonical language map as target, vertex-wise intrahemispheric FC map and interhemispheric FC map for each participant were computed and thresholded at top 10% to compute an FC laterality index (FCLI; [(L - R)/(L + R)]) of the frontal and temporal regions for both integration (intrahemispheric FC; FCLIi) and segregation (interhemispheric FC; FCLIs) maps. Results We found FC differences in the developing language network based on disease, seizure foci location, and age. Frontal and temporal FCLIi was different between groups (t[84] = 2.82, p < 0.01; t[84] = 4.68, p < 0.01, respectively). Frontal epilepsy foci had the largest differences from TD (Cohen d frontal FCLIi = 0.84, FCLIs = 0.51; temporal FCLIi = 1.29). Development and disease have opposing influences on the laterality of FC based on groups. In the frontal foci group, FCLIi decreased with age (r = -0.42), whereas in the temporal foci group, FCLIi increased with age (r = 0.40). Within the epilepsy group, increases in right frontal integration FCLI relates to increased right frontal task activation in our mostly left language dominant group (r = 0.52, p < 0.01). Language network connectivity is associated with higher verbal intelligence in children with epilepsy (r = 0.45, p < 0.05). Discussion These findings lend preliminary evidence that FC reflects network plasticity in the form of adaptation and compensation, or the ability to recruit support and reallocate resources within and outside of the traditional network to compensate for disease. FC expands on task-based fMRI and provides complementary and potentially useful information about the language network that is not captured using task-based fMRI alone.
引用
收藏
页码:E249 / E259
页数:11
相关论文
共 41 条
[1]   Language network measures at rest indicate individual differences in naming decline after anterior temporal lobe resection [J].
Audrain, Samantha ;
Barnett, Alexander J. ;
McAndrews, Mary P. .
HUMAN BRAIN MAPPING, 2018, 39 (11) :4404-4419
[2]   A Tutorial Review of Functional Connectivity Analysis Methods and Their Interpretational Pitfalls [J].
Bastos, Andre M. ;
Schoffelen, Jan-Mathijs .
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2016, 9
[3]   INVESTIGATIONS OF THE FUNCTIONAL-ANATOMY OF ATTENTION USING THE STROOP TEST [J].
BENCH, CJ ;
FRITH, CD ;
GRASBY, PM ;
FRISTON, KJ ;
PAULESU, E ;
FRACKOWIAK, RSJ ;
DOLAN, RJ .
NEUROPSYCHOLOGIA, 1993, 31 (09) :907-922
[4]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[5]   The principled control of false positives in neuroimaging [J].
Bennett, Craig M. ;
Wolford, George L. ;
Miller, Michael B. .
SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE, 2009, 4 (04) :417-422
[6]   Regional Differences in the Developmental Trajectory of Lateralization of the Language Network [J].
Berl, Madison M. ;
Mayo, Jessica ;
Parks, Erin N. ;
Rosenberger, Lisa R. ;
VanMeter, John ;
Ratner, Nan Bernstein ;
Vaidya, Chandan J. ;
Gaillard, William Davis .
HUMAN BRAIN MAPPING, 2014, 35 (01) :270-284
[7]   Imaging language networks before and after anterior temporal lobe resection: Results of a longitudinal fMRI study [J].
Bonelli, Silvia B. ;
Thompson, Pamela J. ;
Yogarajah, Mahinda ;
Vollmar, Christian ;
Powell, Robert H. W. ;
Symms, Mark R. ;
McEvoy, Andrew W. ;
Micallef, Caroline ;
Koepp, Matthias J. ;
Duncan, John S. .
EPILEPSIA, 2012, 53 (04) :639-650
[8]   Estimating risk of word-finding problems in adults undergoing epilepsy surgery [J].
Busch, Robyn M. ;
Floden, Darlene P. ;
Prayson, Brigid ;
Chapin, Jessica S. ;
Kim, Kevin H. ;
Ferguson, Lisa ;
Bingaman, William ;
Najm, Imad M. .
NEUROLOGY, 2016, 87 (22) :2363-2369
[9]   Neuroplasticity and aphasia treatments: new approaches for an old problem [J].
Crosson, Bruce ;
Rodriguez, Amy D. ;
Copland, David ;
Fridriksson, Julius ;
Krishnamurthy, Lisa C. ;
Meinzer, Marcus ;
Raymer, Anastasia M. ;
Krishnamurthy, Venkatagiri ;
Leff, Alexander P. .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2019, 90 (10) :1147-1155
[10]   The semantic interference effect in the picture-word paradigm: An event-related fMRI study employing overt responses [J].
de Zubicaray, GI ;
Wilson, SJ ;
McMahon, KL ;
Muthiah, S .
HUMAN BRAIN MAPPING, 2001, 14 (04) :218-227