PMID- 37573342 OWN - NLM STAT- MEDLINE DCOM- 20230814 LR - 20240212 IS - 2041-1723 (Electronic) IS - 2041-1723 (Linking) VI - 14 IP - 1 DP - 2023 Aug 12 TI - SnapFISH: a computational pipeline to identify chromatin loops from multiplexed DNA FISH data. PG - 4873 LID - 10.1038/s41467-023-40658-3 [doi] LID - 4873 AB - Multiplexed DNA fluorescence in situ hybridization (FISH) imaging technologies have been developed to map the folding of chromatin fibers at tens of nanometers and up to several kilobases in 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 obtains comparable results of chromatin loops across datasets generated from diverse imaging technologies. SnapFISH is freely available at https://github.com/HuMingLab/SnapFISH . CI - (c) 2023. Springer Nature Limited. FAU - Lee, Lindsay AU - Lee L AD - Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA. FAU - Yu, Hongyu AU - Yu H AD - Department of Statistics, University of Wisconsin Madison, Madison, WI, USA. AD - Department of Biochemistry, University of Wisconsin Madison, Madison, WI, USA. FAU - Jia, Bojing Blair AU - Jia BB AD - Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA, USA. AD - Medical Scientist Training Program, University of California San Diego, La Jolla, CA, USA. FAU - Jussila, Adam AU - Jussila A AD - Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA, USA. FAU - Zhu, Chenxu AU - Zhu C AUID- ORCID: 0000-0003-4216-6562 AD - Ludwig Institute for Cancer Research, La Jolla, CA, USA. AD - New York Genome Center, New York, NY, USA. AD - Department of Physiology and Biophysics, Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA. FAU - Chen, Jiawen AU - Chen J AD - Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA. FAU - Xie, Liangqi AU - Xie L AD - Department of Infection Biology, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA. AD - Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA. FAU - Hafner, Antonina AU - Hafner A AD - Department of Developmental Biology, Stanford University, Stanford, CA, USA. FAU - Mishra, Shreya AU - Mishra S AD - Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA. FAU - Wang, Duan Dennis AU - Wang DD AD - Chapel Hill High School, Chapel Hill, NC, USA. FAU - Strambio-De-Castillia, Caterina AU - Strambio-De-Castillia C AUID- ORCID: 0000-0002-1069-1816 AD - Program in Molecular Medicine, University of Massachusetts Chan Medical School, Worcester, MA, USA. FAU - Boettiger, Alistair AU - Boettiger A AD - Department of Developmental Biology, Stanford University, Stanford, CA, USA. FAU - Ren, Bing AU - Ren B AD - Ludwig Institute for Cancer Research, La Jolla, CA, USA. AD - Center for Epigenomics & Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA. FAU - Li, Yun AU - Li Y AUID- ORCID: 0000-0002-9275-4189 AD - Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA. yunli@med.unc.edu. AD - Department of Genetics, University of North Carolina, Chapel Hill, NC, USA. yunli@med.unc.edu. AD - Department of Computer Science, University of North Carolina, Chapel Hill, NC, USA. yunli@med.unc.edu. FAU - Hu, Ming AU - Hu M AUID- ORCID: 0000-0003-0987-2916 AD - Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA. hum@ccf.org. LA - eng GR - R01 MH125236/MH/NIMH NIH HHS/United States GR - R01 HL163972/HL/NHLBI NIH HHS/United States GR - U01 DA052713/DA/NIDA NIH HHS/United States GR - UM1 HG011585/HG/NHGRI NIH HHS/United States GR - R35 HG011922/HG/NHGRI NIH HHS/United States GR - U01 HG011720/HG/NHGRI NIH HHS/United States GR - U24 AR076730/AR/NIAMS NIH HHS/United States PT - Journal Article PT - Research Support, N.I.H., Extramural DEP - 20230812 PL - England TA - Nat Commun JT - Nature communications JID - 101528555 RN - 0 (Chromatin) RN - 9007-49-2 (DNA) SB - IM MH - Animals MH - Mice MH - *Chromatin/genetics MH - In Situ Hybridization, Fluorescence/methods MH - *DNA/genetics PMC - PMC10423204 COIS- B.R. is a cofounder and shareholder of Arima Genomics, Inc. and Epigenome Technologies, Inc. The remaining authors declare no competing interest. EDAT- 2023/08/13 00:44 MHDA- 2023/08/14 06:42 PMCR- 2023/08/12 CRDT- 2023/08/12 23:17 PHST- 2023/05/11 00:00 [received] PHST- 2023/08/01 00:00 [accepted] PHST- 2023/08/14 06:42 [medline] PHST- 2023/08/13 00:44 [pubmed] PHST- 2023/08/12 23:17 [entrez] PHST- 2023/08/12 00:00 [pmc-release] AID - 10.1038/s41467-023-40658-3 [pii] AID - 40658 [pii] AID - 10.1038/s41467-023-40658-3 [doi] PST - epublish SO - Nat Commun. 2023 Aug 12;14(1):4873. doi: 10.1038/s41467-023-40658-3.