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Automation of the Micronucleus Assay Using Imaging Flow Cytometry and Artificial Intelligence
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A flow cytometry-based screen identifies MBNL1 modulators that rescue splicing defects in myotonic dystrophy type I
Fan Zhang1, Nicole E Bodycombe2, Keith M Haskell3
1Rare Disease Research Unit.
Human Molecular Genetics
|May 24, 2017
Summary
Researchers developed a flow cytometry screen to find drugs that increase Muscleblind-like protein 1 (MBNL1) levels. This approach identified HDAC inhibitors that may treat myotonic dystrophy type 1 by restoring MBNL1 function.
Area of Science:
- Molecular Biology
- Genetics
- Drug Discovery
Background:
- Myotonic dystrophy type 1 (DM1) stems from expanded CTG repeats in the DMPK gene.
- These repeats sequester Muscleblind-like protein 1 (MBNL1), disrupting pre-mRNA splicing.
- MBNL1 overexpression rescues splicing defects in DM1 models, suggesting a therapeutic avenue.
Purpose of the Study:
- To establish a high-throughput screening system for identifying compounds that upregulate MBNL1.
- To discover novel pharmacological modulators for MBNL1 expression.
Main Methods:
- Engineered a ZsGreen tag into the endogenous MBNL1 locus in HeLa cells.
- Developed a flow cytometry-based screening system to quantify MBNL1 levels.
- Screened small molecule compound libraries and characterized hit compounds.
Main Results:
- Identified over thirty small molecules that doubled MBNL1 expression.
- Two hits, ISOX and vorinostat (HDAC inhibitors), increased MBNL1 in DM1 patient fibroblasts.
- These compounds partially rescued the splicing defect associated with (CUG)exp repeats.
Conclusions:
- A flow cytometry-based screen is feasible for identifying MBNL1-upregulating compounds.
- HDAC inhibitors show potential for treating DM1 by restoring MBNL1 function.
- This screen can identify both small molecules and potential drug targets for MBNL1 upregulation.
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