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Grant - Winter 2019 - ALS - Csaba Konrad, PhD

"We believe finding biomarkers that stratify sporadic ALS patients into subgroups with shared cellular pathology may be the key to improving clinical trial design."
Csaba Konrad, PhD, postdoctoral associate in Neuroscience at Weill Cornell Medical College, was awarded an MDA development grant totaling $210,000 over three years to utilize a large bank of skin cells derived from sporadic amyotrophic lateral sclerosis (ALS) patients to determine if the cells can be clustered into groups based on changes in size and shape. He hopes to use these models to improve ALS patient stratification in clinical trials.
Developing drugs to treat ALS has proven difficult as there are many causes of the disease, resulting in a highly diverse patient population and a dearth of biomarkers. Biomarkers can be used for predicting disease progression and response to therapy, for early detection and accurate diagnosis, and for patient stratification in clinical trials — making biomarker discovery for ALS of high priority.
In previous work, Dr. Konrad showed that skin fibroblast cells are affected by the some of the same pathological changes as motor neurons. In this work, he will use his large bank of ALS patient-derived skin fibroblast cell lines to study differences in morphological features of these cells under stress. By using machine learning techniques, he will build models based on patterns of features that can be used to distinguish between healthy and ALS cells, models to predict clinical characteristics of the disease, and models to define subgroups of ALS patient cells that share similar abnormal features and cellular pathology.
https://doi.org/10.55762/pc.gr.84538
Grantee: ALS - Csaba Konrad, PhD
Grant type: Development Grant
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