A specific biomarker for amyotrophic lateral sclerosis: Quantitative susceptibility mapping.
Kathryn E Dean1, Beiyi Shen2, Gulce Askin3
1Department of Radiology, NewYork-Presbyterian Hospital - Weill Cornell Medicine, New York, NY, USA.
Clinical Imaging
|February 6, 2021
Summary
Quantitative susceptibility mapping (QSM) shows promise in diagnosing amyotrophic lateral sclerosis (ALS). This MRI technique can help distinguish ALS from mimic conditions with high specificity.
Area of Science:
- Neurology
- Radiology
- Biomarkers
Background:
- Accurate amyotrophic lateral sclerosis (ALS) diagnosis is challenging due to a lack of specific biomarkers and overlapping symptoms with mimic conditions.
- Magnetic Resonance Imaging (MRI) quantitative susceptibility mapping (QSM) is explored as a potential tool to aid in differentiating ALS.
Purpose of the Study:
- To investigate the utility of QSM in distinguishing ALS patients from those with mimic diagnoses.
- To compare motor cortex susceptibility in ALS patients versus control groups using QSM.
Main Methods:
- A blinded retrospective study analyzed QSM MRI data from 2015-2018.
- Quantitative susceptibility values in the hand and face homunculi were compared between ALS patients (n=50) and mimic (n=35) or non-motor neuron symptom groups (n=70).
- Statistical analyses included ANOVA, Tukey-Kramer, ROC analysis, and Youden's index.
Main Results:
- ALS patients exhibited significantly higher mean susceptibility values in the hand and face homunculi compared to mimic, leukoaraiosis, and normal groups (p<0.001).
- ROC analysis for differentiating ALS from mimics yielded an area under the curve of 0.71 (hand) and 0.67 (face).
- Youden's index demonstrated 100% specificity and 36% sensitivity for hand homunculus measurements in distinguishing ALS from mimics.
Conclusions:
- Quantitative susceptibility mapping (QSM) demonstrates significant diagnostic potential for suspected ALS cases.
- QSM exhibits high specificity in differentiating amyotrophic lateral sclerosis from mimic diagnoses, aiding clinical assessment.
Keywords:
ALSAmyotrophic lateral sclerosisImaging biomarkerMotor neuron diseaseQSMQuantitative susceptibility mappingMore Related Videos
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