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Assessment of disease severity in late infantile neuronal ceroid lipofuscinosis using multiparametric MR imaging.


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.

SUBMITTER: Dyke JP 

PROVIDER: S-EPMC3644851 | biostudies-literature | 2013 Apr

REPOSITORIES: biostudies-literature

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Publications

Assessment of disease severity in late infantile neuronal ceroid lipofuscinosis using multiparametric MR imaging.

Dyke J P JP   Sondhi D D   Voss H U HU   Shungu D C DC   Mao X X   Yohay K K   Worgall S S   Hackett N R NR   Hollmann C C   Yeotsas M E ME   Jeong A L AL   Van de Graaf B B   Cao I I   Kaminsky S M SM   Heier L A LA   Rudser K D KD   Souweidane M M MM   Kaplitt M G MG   Kosofsky B B   Crystal R G RG   Ballon D D  

AJNR. American journal of neuroradiology 20121004 4


<h4>Background and purpose</h4>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.<h4>Materials and me  ...[more]

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