Title | Assessment of disease severity in late infantile neuronal ceroid lipofuscinosis using multiparametric MR imaging. |
Publication Type | Journal Article |
Year of Publication | 2013 |
Authors | Dyke JP, Sondhi D, Voss HU, Shungu DC, Mao X, Yohay K, Worgall S, Hackett NR, Hollmann C, Yeotsas ME, Jeong AL, Van de Graaf B, Cao I, Kaminsky SM, Heier LA, Rudser KD, Souweidane MM, Kaplitt MG, Kosofsky B, Crystal RG, Ballon D |
Journal | AJNR Am J Neuroradiol |
Volume | 34 |
Issue | 4 |
Pagination | 884-9 |
Date Published | 2013 Apr |
ISSN | 1936-959X |
Keywords | Age Factors, Aminopeptidases, Artifacts, Biomarkers, Brain, Child, Child, Preschool, Databases, Factual, Dipeptidyl-Peptidases and Tripeptidyl-Peptidases, Disease Progression, Female, Humans, Magnetic Resonance Imaging, Male, Neuronal Ceroid-Lipofuscinoses, Serine Proteases, Severity of Illness Index, Tripeptidyl-Peptidase 1 |
Abstract | BACKGROUND AND PURPOSE: LINCL is a uniformly fatal lysosomal storage disease resulting from mutations in the CLN2 gene that encodes for tripeptidyl peptidase 1, a lysosomal enzyme necessary for the degradation of products of cellular metabolism. With the goal of developing quantitative noninvasive imaging biomarkers sensitive to disease progression, we evaluated a 5-component MR imaging metric and tested its correlation with a clinically derived disease-severity score. MATERIALS AND METHODS: MR imaging parameters were measured across the brain, including quantitative measures of the ADC, FA, nuclear spin-spin relaxation times (T2), volume percentage of CSF (%CSF), and NAA/Cr ratios. Thirty MR imaging datasets were prospectively acquired from 23 subjects with LINCL (2.5-8.4 years of age; 8 male/15 female). Whole-brain histograms were created, and the mode and mean values of the histograms were used to characterize disease severity. RESULTS: Correlation of single MR imaging parameters against the clinical disease-severity scale yielded linear regressions with R2 ranging from 0.25 to 0.70. Combinations of the 5 biomarkers were evaluated by using PCA. The best combination included ADC, %CSF, and NAA/Cr (R2=0.76, P<.001). CONCLUSIONS: The multiparametric disease-severity score obtained from the combination of ADC, %CSF, and NAA/Cr whole-brain MR imaging techniques provided a robust measure of disease severity, which may be useful in clinical therapeutic trials of LINCL in which an objective assessment of therapeutic response is desired. |
DOI | 10.3174/ajnr.A3297 |
Alternate Journal | AJNR Am J Neuroradiol |
PubMed ID | 23042927 |
PubMed Central ID | PMC3644851 |
Grant List | U54 NS065768 / NS / NINDS NIH HHS / United States UL1 RR024996 / RR / NCRR NIH HHS / United States UL1RR024996 / RR / NCRR NIH HHS / United States UL1 TR000114 / TR / NCATS NIH HHS / United States R01 NS061848 / NS / NINDS NIH HHS / United States U54NS065768 / NS / NINDS NIH HHS / United States R01NS061848 / NS / NINDS NIH HHS / United States UL1 TR000457 / TR / NCATS NIH HHS / United States |
Related Institute:
MRI Research Institute (MRIRI)