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SnapFISH: a computational pipeline to identify chromatin loops from multiplexed DNA FISH data

Lindsay Lee, Hongyu Yu, Bojing Blair Jia, Adam Jussila, View ORCID ProfileChenxu Zhu, Jiawen Chen, Liangqi Xie, Antonina Hafner, View ORCID ProfileCaterina Strambio-De-Castillia, Alistair Boettiger, Bing Ren, Yun Li, Ming Hu
doi: https://doi.org/10.1101/2022.12.16.520793
Lindsay Lee
1Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
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Hongyu Yu
2Department of Statistics, University of Wisconsin Madison, Madison, WI, USA
3Department of Biochemistry, University of Wisconsin Madison, Madison, WI, USA
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Bojing Blair Jia
4Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA, USA
5Medical Scientist Training Program, University of California San Diego, La Jolla, CA, USA
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Adam Jussila
4Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA, USA
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Chenxu Zhu
6Ludwig Institute for Cancer Research, La Jolla, CA, USA
7New York Genome Center, New York, NY, USA
8Department of Physiology and Biophysics, Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
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  • ORCID record for Chenxu Zhu
Jiawen Chen
9Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA
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Liangqi Xie
10Department of Infection Biology, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
11Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
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Antonina Hafner
12Department of Developmental Biology, Stanford University, Stanford, CA, USA
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Caterina Strambio-De-Castillia
13Program in Molecular Medicine, University of Massachusetts Chan Medical School, Worcester, MA, USA
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  • ORCID record for Caterina Strambio-De-Castillia
Alistair Boettiger
12Department of Developmental Biology, Stanford University, Stanford, CA, USA
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Bing Ren
6Ludwig Institute for Cancer Research, La Jolla, CA, USA
14Center for Epigenomics & Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
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Yun Li
9Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA
15Department of Genetics, University of North Carolina, Chapel Hill, NC, USA
16Department of Computer Science, University of North Carolina, Chapel Hill, NC, USA
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  • For correspondence: yunli@med.unc.edu hum@ccf.org
Ming Hu
1Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
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  • For correspondence: yunli@med.unc.edu hum@ccf.org
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Abstract

Multiplexed DNA fluorescence in situ hybridization (FISH) imaging technologies have been developed to map the folding of chromatin fibers at tens of nanometer and tens of kilobase resolution in single cells. However, computational methods to reliably identify chromatin loops from such imaging datasets are still lacking. Here we present a Single-Nucleus Analysis Pipeline for multiplexed DNA FISH (SnapFISH), to process the multiplexed DNA FISH data and identify chromatin loops. SnapFISH can identify known chromatin loops from mouse embryonic stem cells with high sensitivity and accuracy. In addition, SnapFISH obtained comparable results of chromatin loops across datasets generated from diverse imaging technologies.

Competing Interest Statement

Bing Ren is a cofounder and shareholder of Arima Genomics, Inc. and Epigenome Technologies, Inc. The remaining authors declare no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted December 19, 2022.
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SnapFISH: a computational pipeline to identify chromatin loops from multiplexed DNA FISH data
Lindsay Lee, Hongyu Yu, Bojing Blair Jia, Adam Jussila, Chenxu Zhu, Jiawen Chen, Liangqi Xie, Antonina Hafner, Caterina Strambio-De-Castillia, Alistair Boettiger, Bing Ren, Yun Li, Ming Hu
bioRxiv 2022.12.16.520793; doi: https://doi.org/10.1101/2022.12.16.520793
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SnapFISH: a computational pipeline to identify chromatin loops from multiplexed DNA FISH data
Lindsay Lee, Hongyu Yu, Bojing Blair Jia, Adam Jussila, Chenxu Zhu, Jiawen Chen, Liangqi Xie, Antonina Hafner, Caterina Strambio-De-Castillia, Alistair Boettiger, Bing Ren, Yun Li, Ming Hu
bioRxiv 2022.12.16.520793; doi: https://doi.org/10.1101/2022.12.16.520793

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