PaintSHOP
PaintSHOP designs oligonucleotide probe sets for fluorescent in situ hybridization (FISH) to enable transcriptome- and genome-scale spatial visualization of nucleic acids.
Key Features:
- Transcriptome- and genome-scale probe design: Designs oligonucleotide probes for transcriptome- and genome-scale FISH experiments.
- Integration of additional sequences: Incorporates additional sequences such as primer pairs into probe designs.
- Machine learning-based specificity prediction: Uses a machine learning model to quantitatively predict probe specificity across the genome and minimize off-target hybridization.
- Ready-to-order probe set generation: Produces finalized oligonucleotide sequences suitable for synthesis and ordering.
Scientific Applications:
- Three-dimensional genome organization: Enables design of probes for super-resolution imaging of 3D chromatin architecture.
- Spatial gene expression profiling: Enables visualization of spatial patterns of gene expression in individual cells using FISH.
- Chromatin organization and gene regulation studies: Supports investigation of chromatin organization and its implications for gene regulation.
- Cellular heterogeneity analysis: Supports examination of cellular heterogeneity through spatially resolved transcriptomic probes.
Methodology:
Users provide experimental targets; PaintSHOP identifies optimal probes, incorporates additional sequences (e.g., primer pairs), and applies a machine learning model to quantitatively predict probe specificity across the genome.
Topics
Details
- License:
- MIT
- Tool Type:
- web application
- Programming Languages:
- R, Python
- Added:
- 1/18/2021
- Last Updated:
- 3/15/2021
Operations
Publications
Hershberg EA, Close JL, Camplisson CK, Attar S, Chern R, Liu Y, Akilesh S, Nicovich PR, Beliveau BJ. PaintSHOP enables the interactive design of transcriptome- and genome-scale oligonucleotide FISH experiments. Unknown Journal. 2020. doi:10.1101/2020.07.05.188797.