Longitudinal change in fine motor skills after brain radiotherapy and in vivo imaging biomarkers associated with decline
Open Access
- 5 February 2021
- journal article
- research article
- Published by Oxford University Press (OUP) in Neuro-Oncology
- Vol. 23 (8) , 1393-1403
Abstract
We explored fine motor skills (FMS) before and after brain radiotherapy (RT), analyzing associations between longitudinal FMS and imaging biomarkers of cortical and white matter (WM) integrity in motor regions of interest (ROIs). On a prospective trial, 52 primary brain tumor patients receiving fractionated brain RT underwent volumetric brain MRI, diffusion tensor imaging, and FMS assessments (Delis-Kaplan Executive Function System Trail Making Test Motor Speed [DKEFS-MS], Grooved Pegboard Dominant Hands [PDH], and Grooved Pegboard Nondominant Hands [PNDH]) at baseline and 3-, 6-, and 12-month post-RT. Motor ROIs autosegmented included: sensorimotor cortices and superficial WM, corticospinal tracts, cerebellar cortices and WM, and basal ganglia. Volume (cc) was measured in all ROIs at each timepoint. Diffusion biomarkers (FA [fractional anisotropy] and MD [mean diffusivity]) were additionally measured in WM ROIs. Linear mixed-effects models assessed biomarkers as predictors of FMS scores. P values were corrected for multiple comparisons. Higher RT dose was associated with right paracentral cortical thinning (β = −2.42 Gy/(month × mm), P = .03) and higher right precentral WM MD (β = 0.69 Gy/(month × µm2/ms), P = .04). Higher left (β = 38.7 points/(month × µm2/ms), P = .004) and right (β = 42.4 points/(month × µm2/ms), P = .01) cerebellar WM MD, left precentral cortical atrophy (β = −8.67 points/(month × mm), P = .02), and reduced right cerebral peduncle FA (β = −0.50 points/month, P = .01) were associated with worse DKEFS-MS performance. Left precentral cortex thinning was associated with worse PDH scores (β = −17.3 points/(month × mm), P = .02). Left (β = −0.87 points/(month × cm3), P = .001) and right (β = −0.64 points/(month × cm3), P = .02) cerebellar cortex, left pons (β = −19.8 points/(month × cm3), P = .02), and right pallidum (β = −10.8 points/(month × cm3), P = .02) atrophy and reduced right internal capsule FA (β = −1.02 points/month, P = .03) were associated with worse PNDH performance. Biomarkers of microstructural injury in motor-associated brain regions were associated with worse FMS. Dose avoidance in these areas may preserve FMS.Keywords
Funding Information
- National Institutes of Health (1TL1TR001444, 1TL1TR001443, F31 NS111883-01, UL1TR001442)
- CTRI (1KL2TR001444, UL1TR000100, R01 CA238783-01)
- National Cancer Institute
- UC San Diego Moores Cancer Center (P30 CA02310029)
- American Cancer Society (RSG-15-229-01-CCE)
This publication has 45 references indexed in Scilit:
- FreeSurferNeuroImage, 2012
- Diffusion Tensor Imaging of Normal-Appearing White Matter as Biomarker for Radiation-Induced Late Delayed Cognitive DeclineInternational Journal of Radiation Oncology - Biology - Physics (IJROBP), 2012
- Radiation-induced brain injury: A reviewFrontiers in Oncology, 2012
- Efficient correction of inhomogeneous static magnetic field-induced distortion in Echo Planar ImagingNeuroImage, 2010
- Neurocognition in patients with brain metastases treated with radiosurgery or radiosurgery plus whole-brain irradiation: a randomised controlled trialThe Lancet Oncology, 2009
- Decreased white matter integrity in late-myelinating fiber pathways in Alzheimer's disease supports retrogenesisNeuroImage, 2009
- Automated white‐matter tractography using a probabilistic diffusion tensor atlas: Application to temporal lobe epilepsyHuman Brain Mapping, 2008
- Aging-Dependent Changes in the Radiation Response of the Adult Rat BrainInternational Journal of Radiation Oncology - Biology - Physics (IJROBP), 2008
- Diffusion Tensor Imaging of the BrainNeurotherapeutics, 2007
- Impairment in shifting attention in autistic and cerebellar patients.Behavioral Neuroscience, 1994