Multiplexed functional genomic assays to decipher the noncoding genome

Author:

Cooper Yonatan A123,Guo Qiuyu3,Geschwind Daniel H1456

Affiliation:

1. University of California Los Angeles Department of Human Genetics, David Geffen School of Medicine, , Los Angeles, CA, USA

2. University of California Los Angeles Medical Scientist Training Program, David Geffen School of Medicine, , Los Angeles, CA, USA

3. University of California Los Angeles Center for Neurobehavioral Genetics, Jane and Terry Semel Institute for Neuroscience and Human Behavior, , Los Angeles, CA, USA

4. University of California Los Angeles Program in Neurogenetics, Department of Neurology, , Los Angeles, CA, USA

5. University of California Los Angeles Center for Autism Research and Treatment, Semel Institute, , Los Angeles, CA, USA

6. University of California Los Angeles Institute of Precision Health, , Los Angeles, CA, USA

Abstract

Abstract Linkage disequilibrium and the incomplete regulatory annotation of the noncoding genome complicates the identification of functional noncoding genetic variants and their causal association with disease. Current computational methods for variant prioritization have limited predictive value, necessitating the application of highly parallelized experimental assays to efficiently identify functional noncoding variation. Here, we summarize two distinct approaches, massively parallel reporter assays and CRISPR-based pooled screens and describe their flexible implementation to characterize human noncoding genetic variation at unprecedented scale. Each approach provides unique advantages and limitations, highlighting the importance of multimodal methodological integration. These multiplexed assays of variant effects are undoubtedly poised to play a key role in the experimental characterization of noncoding genetic risk, informing our understanding of the underlying mechanisms of disease-associated loci and the development of more robust predictive classification algorithms.

Funder

National Institutes of Health

National Institute of Mental Health

National Institute of Neurological Disorders and Stroke

Publisher

Oxford University Press (OUP)

Subject

Genetics (clinical),Genetics,Molecular Biology,General Medicine

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