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Zhao J, Wang Y, Feng C, Yin M, Gao Y, Wei L, Song C, Ai B, Wang Q, Zhang J, Zhu J, Li C. SCInter: A comprehensive single-cell transcriptome integration database for human and mouse. Comput Struct Biotechnol J 2024; 23:77-86. [PMID: 38125297 PMCID: PMC10731004 DOI: 10.1016/j.csbj.2023.11.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 11/12/2023] [Accepted: 11/13/2023] [Indexed: 12/23/2023] Open
Abstract
Single-cell RNA sequencing (scRNA-seq), which profiles gene expression at the cellular level, has effectively explored cell heterogeneity and reconstructed developmental trajectories. With the increasing research on diseases and biological processes, scRNA-seq datasets are accumulating rapidly, highlighting the urgent need for collecting and processing these data to support comprehensive and effective annotation and analysis. Here, we have developed a comprehensive Single-Cell transcriptome integration database for human and mouse (SCInter, https://bio.liclab.net/SCInter/index.php), which aims to provide a manually curated database that supports the provision of gene expression profiles across various cell types at the sample level. The current version of SCInter includes 115 integrated datasets and 1016 samples, covering nearly 150 tissues/cell lines. It contains 8016,646 cell markers in 457 identified cell types. SCInter enabled comprehensive analysis of cataloged single-cell data encompassing quality control (QC), clustering, cell markers, multi-method cell type automatic annotation, predicting cell differentiation trajectories and so on. At the same time, SCInter provided a user-friendly interface to query, browse, analyze and visualize each integrated dataset and single cell sample, along with comprehensive QC reports and processing results. It will facilitate the identification of cell type in different cell subpopulations and explore developmental trajectories, enhancing the study of cell heterogeneity in the fields of immunology and oncology.
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Affiliation(s)
- Jun Zhao
- School of Medical Informatics, Daqing Campus, Harbin Medical University, Daqing, 163319, China
| | - Yuezhu Wang
- School of Artificial Intelligence, Jilin University, Changchun 130012, China
| | - Chenchen Feng
- School of Computer, University of South China, Hengyang, Hunan 421001, China
| | - Mingxue Yin
- The First Affiliated Hospital, Cardiovascular Lab of Big Data and Imaging Artificial Intelligence, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
- Hunan Provincial Key Laboratory of Multi-omics And Artificial Intelligence of Cardiovascular Diseases, University of South China, Hengyang, Hunan, 421001, China
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
| | - Yu Gao
- School of Medical Informatics, Daqing Campus, Harbin Medical University, Daqing, 163319, China
| | - Ling Wei
- Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing 100191, China
- Cancer Center, Peking University Third Hospital, Beijing 100191, China
| | - Chao Song
- The First Affiliated Hospital, Cardiovascular Lab of Big Data and Imaging Artificial Intelligence, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
- School of Computer, University of South China, Hengyang, Hunan 421001, China
- Hunan Provincial Key Laboratory of Multi-omics And Artificial Intelligence of Cardiovascular Diseases, University of South China, Hengyang, Hunan, 421001, China
| | - Bo Ai
- School of Medical Informatics, Daqing Campus, Harbin Medical University, Daqing, 163319, China
| | - Qiuyu Wang
- The First Affiliated Hospital, Cardiovascular Lab of Big Data and Imaging Artificial Intelligence, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
- School of Computer, University of South China, Hengyang, Hunan 421001, China
- Hunan Provincial Key Laboratory of Multi-omics And Artificial Intelligence of Cardiovascular Diseases, University of South China, Hengyang, Hunan, 421001, China
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
| | - Jian Zhang
- School of Medical Informatics, Daqing Campus, Harbin Medical University, Daqing, 163319, China
| | - Jiang Zhu
- School of Medical Informatics, Daqing Campus, Harbin Medical University, Daqing, 163319, China
| | - Chunquan Li
- The First Affiliated Hospital, Cardiovascular Lab of Big Data and Imaging Artificial Intelligence, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
- School of Computer, University of South China, Hengyang, Hunan 421001, China
- Hunan Provincial Key Laboratory of Multi-omics And Artificial Intelligence of Cardiovascular Diseases, University of South China, Hengyang, Hunan, 421001, China
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
- National Health Commission Key Laboratory of Birth Defect Research and Prevention, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China
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Autio MI, Motakis E, Perrin A, Bin Amin T, Tiang Z, Do DV, Wang J, Tan J, Ding SSL, Tan WX, Lee CJM, Teo AKK, Foo RSY. Computationally defined and in vitro validated putative genomic safe harbour loci for transgene expression in human cells. eLife 2024; 13:e79592. [PMID: 38164941 PMCID: PMC10836832 DOI: 10.7554/elife.79592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 12/28/2023] [Indexed: 01/03/2024] Open
Abstract
Selection of the target site is an inherent question for any project aiming for directed transgene integration. Genomic safe harbour (GSH) loci have been proposed as safe sites in the human genome for transgene integration. Although several sites have been characterised for transgene integration in the literature, most of these do not meet criteria set out for a GSH and the limited set that do have not been characterised extensively. Here, we conducted a computational analysis using publicly available data to identify 25 unique putative GSH loci that reside in active chromosomal compartments. We validated stable transgene expression and minimal disruption of the native transcriptome in three GSH sites in vitro using human embryonic stem cells (hESCs) and their differentiated progeny. Furthermore, for easy targeted transgene expression, we have engineered constitutive landing pad expression constructs into the three validated GSH in hESCs.
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Affiliation(s)
- Matias I Autio
- Laboratory of Molecular Epigenomics and Chromatin Organization, Genome Institute of Singapore, Singapore, Singapore
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, Singapore, Singapore
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Singapore, Singapore
| | - Efthymios Motakis
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, Singapore, Singapore
| | - Arnaud Perrin
- Laboratory of Molecular Epigenomics and Chromatin Organization, Genome Institute of Singapore, Singapore, Singapore
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, Singapore, Singapore
| | - Talal Bin Amin
- Laboratory of Systems Biology and Data Analytics, Genome Institute of Singapore, Singapore, Singapore
| | - Zenia Tiang
- Laboratory of Molecular Epigenomics and Chromatin Organization, Genome Institute of Singapore, Singapore, Singapore
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, Singapore, Singapore
| | - Dang Vinh Do
- Laboratory of Molecular Epigenomics and Chromatin Organization, Genome Institute of Singapore, Singapore, Singapore
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, Singapore, Singapore
| | - Jiaxu Wang
- Laboratory of RNA Genomics and Structure, Genome Institute of Singapore, Singapore, Singapore
| | - Joanna Tan
- Center for Genome Diagnostics, Genome Institute of Singapore, Singapore, Singapore
| | - Shirley Suet Lee Ding
- Stem Cells and Diabetes Laboratory, Institute of Molecular and Cell Biology, Singapore, Singapore
| | - Wei Xuan Tan
- Stem Cells and Diabetes Laboratory, Institute of Molecular and Cell Biology, Singapore, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Chang Jie Mick Lee
- Laboratory of Molecular Epigenomics and Chromatin Organization, Genome Institute of Singapore, Singapore, Singapore
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, Singapore, Singapore
| | - Adrian Kee Keong Teo
- Stem Cells and Diabetes Laboratory, Institute of Molecular and Cell Biology, Singapore, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Precision Medicine Translational Research Programme, Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Roger S Y Foo
- Laboratory of Molecular Epigenomics and Chromatin Organization, Genome Institute of Singapore, Singapore, Singapore
- Cardiovascular Disease Translational Research Programme, Yong Loo Lin School of Medicine, Singapore, Singapore
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Dehdilani N, Goshayeshi L, Yousefi Taemeh S, Bahrami AR, Rival Gervier S, Pain B, Dehghani H. Integrating Omics and CRISPR Technology for Identification and Verification of Genomic Safe Harbor Loci in the Chicken Genome. Biol Proced Online 2023; 25:18. [PMID: 37355580 DOI: 10.1186/s12575-023-00210-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 06/02/2023] [Indexed: 06/26/2023] Open
Abstract
BACKGROUND One of the most prominent questions in the field of transgenesis is 'Where in the genome to integrate a transgene?'. Escape from epigenetic silencing and promoter shutdown of the transgene needs reliable genomic safe harbor (GSH) loci. Advances in genome engineering technologies combined with multi-omics bioinformatics data have enabled rational evaluation of GSH loci in the host genome. Currently, no validated GSH loci have been evaluated in the chicken genome. RESULTS Here, we analyzed and experimentally examined two GSH loci in the genome of chicken cells. To this end, putative GSH loci including chicken HIPP-like (cHIPP; between DRG1 and EIF4ENIF1 genes) and chicken ROSA-like (cROSA; upstream of the THUMPD3 gene) were predicted using multi-omics bioinformatics data. Then, the durable expression of the transgene was validated by experimental characterization of continuously-cultured isogenous cell clones harboring DsRed2-ΔCMV-EGFP cassette in the predicted loci. The weakened form of the CMV promoter (ΔCMV) allowed the precise evaluation of GSH loci in a locus-dependent manner compared to the full-length CMV promoter. CONCLUSIONS cHIPP and cROSA loci introduced in this study can be reliably exploited for consistent bio-manufacturing of recombinant proteins in the genetically-engineered chickens. Also, results showed that the genomic context dictates the expression of transgene controlled by ΔCMV in GSH loci.
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Affiliation(s)
- Nima Dehdilani
- Stem Cell Biology and Regenerative Medicine Research Group, Research Institute of Biotechnology, Ferdowsi University of Mashhad, Azadi Square, Mashhad, Iran
| | - Lena Goshayeshi
- Stem Cell Biology and Regenerative Medicine Research Group, Research Institute of Biotechnology, Ferdowsi University of Mashhad, Azadi Square, Mashhad, Iran
- Division of Biotechnology, Faculty of Veterinary Medicine, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Sara Yousefi Taemeh
- Stem Cell Biology and Regenerative Medicine Research Group, Research Institute of Biotechnology, Ferdowsi University of Mashhad, Azadi Square, Mashhad, Iran
- Division of Biotechnology, Faculty of Veterinary Medicine, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Ahmad Reza Bahrami
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran
- Industrial Biotechnology Research Group, Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Sylvie Rival Gervier
- Stem Cell and Brain Research Institute, University of Lyon, Université Lyon 1, INSERM, INRAE, U1208, USC1361, 69500, Bron, France
| | - Bertrand Pain
- Stem Cell and Brain Research Institute, University of Lyon, Université Lyon 1, INSERM, INRAE, U1208, USC1361, 69500, Bron, France
| | - Hesam Dehghani
- Stem Cell Biology and Regenerative Medicine Research Group, Research Institute of Biotechnology, Ferdowsi University of Mashhad, Azadi Square, Mashhad, Iran.
- Division of Biotechnology, Faculty of Veterinary Medicine, Ferdowsi University of Mashhad, Mashhad, Iran.
- Department of Basic Sciences, Faculty of Veterinary Medicine, Ferdowsi University of Mashhad, Mashhad, Iran.
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Targeted gene therapy into a safe harbor site in human hematopoietic progenitor cells. Gene Ther 2020; 27:435-450. [PMID: 32218505 DOI: 10.1038/s41434-020-0144-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 03/10/2020] [Accepted: 03/12/2020] [Indexed: 12/16/2022]
Abstract
Directed gene therapy mediated by nucleases has become a new alternative to lead targeted integration of therapeutic genes in specific regions in the genome. In this work, we have compared the efficiency of two nuclease types, TALEN and meganucleases (MN), to introduce an EGFP reporter gene in a specific site in a safe harbor locus on chromosome 21 in an intergenic region, named here SH6. The efficiency of targeted integration mediated by SH6v5-MN and SH6-TALEN in HEK-293H cells was up to 16.3 and 15.0%. A stable expression was observed both in the pool of transfected cells and in established pseudoclones, with no detection of off-target integrations by Southern blot. In human hematopoietic stem and progenitor CD34+ cells, the nucleofection process preserved the viability and clonogenic capacity of nucleofected cells, reaching up to 3.1% of specific integration of the transgene in colony forming cells when the SH6-TALEN was used, although no expression of the transgene could be found in these cells. Our results show the possibility to specifically integrate genes at the SH6 locus in CD34+ progenitor cells, although further improvements in the efficacy of the procedure are required before this approach could be used for the gene editing of hematopoietic stem cells in patients with hematopoietic diseases.
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Li X, Hao F, Hu X, Wang H, Dai B, Wang X, Liang H, Cang M, Liu D. Generation of Tβ4 knock-in Cashmere goat using CRISPR/Cas9. Int J Biol Sci 2019; 15:1743-1754. [PMID: 31360116 PMCID: PMC6643211 DOI: 10.7150/ijbs.34820] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 05/23/2019] [Indexed: 12/12/2022] Open
Abstract
The cashmere goat breed is known to provide excellent quality cashmere. Here, we attempted to breed high-yielding cashmere goats by specifically inserting the Tβ4 gene into the goat CCR5 locus and provided an animal model for future research. We successfully obtained Tβ4 knock-in goat without any screening and fluorescent markers using CRISPR/Cas9 technology. A series of experiments were performed to examine physical conditions and characteristics of the Tβ4 knock-in goat. The goat exhibited an increase in cashmere yield by 74.5% without affecting the fineness and quality. Additionally, RNA-seq analysis indicated that Tβ4 may promote hair growth by affecting processes such as vasoconstriction, angiogenesis, and vascular permeability around secondary hair follicles. Together, our study can significantly improve the breeding of cashmere goat and thereby increase economic efficiency.
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Affiliation(s)
- Xiaocong Li
- State Key Laboratory of Reproductive Regulation & Breeding of Grassland Livestock, Inner Mongolia University, Hohhot, 010000, China
| | - Fei Hao
- State Key Laboratory of Reproductive Regulation & Breeding of Grassland Livestock, Inner Mongolia University, Hohhot, 010000, China
| | - Xiao Hu
- State Key Laboratory of Reproductive Regulation & Breeding of Grassland Livestock, Inner Mongolia University, Hohhot, 010000, China
| | - Hui Wang
- State Key Laboratory of Reproductive Regulation & Breeding of Grassland Livestock, Inner Mongolia University, Hohhot, 010000, China
| | - Bai Dai
- State Key Laboratory of Reproductive Regulation & Breeding of Grassland Livestock, Inner Mongolia University, Hohhot, 010000, China
| | - Xiao Wang
- State Key Laboratory of Reproductive Regulation & Breeding of Grassland Livestock, Inner Mongolia University, Hohhot, 010000, China
| | - Hao Liang
- State Key Laboratory of Reproductive Regulation & Breeding of Grassland Livestock, Inner Mongolia University, Hohhot, 010000, China
| | - Ming Cang
- State Key Laboratory of Reproductive Regulation & Breeding of Grassland Livestock, Inner Mongolia University, Hohhot, 010000, China
| | - Dongjun Liu
- State Key Laboratory of Reproductive Regulation & Breeding of Grassland Livestock, Inner Mongolia University, Hohhot, 010000, China
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Liu T, Hu Y, Guo S, Tan L, Zhan Y, Yang L, Liu W, Wang N, Li Y, Zhang Y, Liu C, Yang Y, Adelstein RS, Wang A. Identification and characterization of MYH9 locus for high efficient gene knock-in and stable expression in mouse embryonic stem cells. PLoS One 2018; 13:e0192641. [PMID: 29438440 PMCID: PMC5811019 DOI: 10.1371/journal.pone.0192641] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Accepted: 01/26/2018] [Indexed: 01/22/2023] Open
Abstract
Targeted integration of exogenous genes into so-called safe harbors/friend sites, offers the advantages of expressing normal levels of target genes and preventing potentially adverse effects on endogenous genes. However, the ideal genomic loci for this purpose remain limited. Additionally, due to the inherent and unresolved issues with the current genome editing tools, traditional embryonic stem (ES) cell-based targeted transgenesis technology is still preferred in practical applications. Here, we report that a high and repeatable homologous recombination (HR) frequency (>95%) is achieved when an approximate 6kb DNA sequence flanking the MYH9 gene exon 2 site is used to create the homology arms for the knockout/knock-in of diverse nonmuscle myosin II (NM II) isoforms in mouse ES cells. The easily obtained ES clones greatly facilitated the generation of multiple NM II genetic replacement mouse models, as characterized previously. Further investigation demonstrated that though the targeted integration site for exogenous genes is shifted to MYH9 intron 2 (about 500bp downstream exon 2), the high HR efficiency and the endogenous MYH9 gene integrity are not only preserved, but the expected expression of the inserted gene(s) is observed in a pre-designed set of experiments conducted in mouse ES cells. Importantly, we confirmed that the expression and normal function of the endogenous MYH9 gene is not affected by the insertion of the exogenous gene in these cases. Therefore, these findings suggest that like the commonly used ROSA26 site, the MYH9 gene locus may be considered a new safe harbor for high-efficiency targeted transgenesis and for biomedical applications.
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Affiliation(s)
- Tanbin Liu
- Lab of Animal Models and Functional Genomics (LAMFG), The Key Laboratory of Animal Vaccine & Protein Engineering, College of Veterinary Medicine, Hunan Agricultural University (HUNAU), Changsha, Hunan, China
| | - Yi Hu
- Lab of Animal Models and Functional Genomics (LAMFG), The Key Laboratory of Animal Vaccine & Protein Engineering, College of Veterinary Medicine, Hunan Agricultural University (HUNAU), Changsha, Hunan, China
| | - Shiyin Guo
- College of Food Science and Technology, HUNAU, Changsha, Hunan, China
| | - Lei Tan
- Lab of Animal Models and Functional Genomics (LAMFG), The Key Laboratory of Animal Vaccine & Protein Engineering, College of Veterinary Medicine, Hunan Agricultural University (HUNAU), Changsha, Hunan, China
| | - Yang Zhan
- Lab of Functional Proteomics (LFP), The Key Laboratory of Animal Vaccine & Protein Engineering, College of Veterinary Medicine, HUNAU, Changsha, Hunan, China
| | - Lingchen Yang
- Lab of Animal Models and Functional Genomics (LAMFG), The Key Laboratory of Animal Vaccine & Protein Engineering, College of Veterinary Medicine, Hunan Agricultural University (HUNAU), Changsha, Hunan, China
| | - Wei Liu
- Lab of Animal Models and Functional Genomics (LAMFG), The Key Laboratory of Animal Vaccine & Protein Engineering, College of Veterinary Medicine, Hunan Agricultural University (HUNAU), Changsha, Hunan, China
| | - Naidong Wang
- Lab of Functional Proteomics (LFP), The Key Laboratory of Animal Vaccine & Protein Engineering, College of Veterinary Medicine, HUNAU, Changsha, Hunan, China
| | - Yalan Li
- Lab of Animal Models and Functional Genomics (LAMFG), The Key Laboratory of Animal Vaccine & Protein Engineering, College of Veterinary Medicine, Hunan Agricultural University (HUNAU), Changsha, Hunan, China
| | - Yingfan Zhang
- Lab of Molecular Cardiology (LMC), National Heart, Lung, and Blood Institute (NHLBI)/National Institutes of Health (NIH), Bethesda, MD, United States of America
| | - Chengyu Liu
- Transgenic Core, NHLBI/ NIH, Bethesda, MD, United States of America
| | - Yi Yang
- Lab of Functional Proteomics (LFP), The Key Laboratory of Animal Vaccine & Protein Engineering, College of Veterinary Medicine, HUNAU, Changsha, Hunan, China
| | - Robert S. Adelstein
- Lab of Molecular Cardiology (LMC), National Heart, Lung, and Blood Institute (NHLBI)/National Institutes of Health (NIH), Bethesda, MD, United States of America
| | - Aibing Wang
- Lab of Animal Models and Functional Genomics (LAMFG), The Key Laboratory of Animal Vaccine & Protein Engineering, College of Veterinary Medicine, Hunan Agricultural University (HUNAU), Changsha, Hunan, China
- Lab of Molecular Cardiology (LMC), National Heart, Lung, and Blood Institute (NHLBI)/National Institutes of Health (NIH), Bethesda, MD, United States of America
- * E-mail:
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Cheng JK, Lewis AM, Kim DS, Dyess T, Alper HS. Identifying and retargeting transcriptional hot spots in the human genome. Biotechnol J 2016; 11:1100-9. [PMID: 27311394 DOI: 10.1002/biot.201600015] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Revised: 05/18/2016] [Accepted: 05/30/2016] [Indexed: 01/17/2023]
Abstract
Mammalian cell line development requires streamlined methodologies that will reduce both the cost and time to identify candidate cell lines. Improvements in site-specific genomic editing techniques can result in flexible, predictable, and robust cell line engineering. However, an outstanding question in the field is the specific site of integration. Here, we seek to identify productive loci within the human genome that will result in stable, high expression of heterologous DNA. Using an unbiased, random integration approach and a green fluorescent reporter construct, we identify ten single-integrant, recombinant human cell lines that exhibit stable, high-level expression. From these cell lines, eight unique corresponding integration loci were identified. These loci are concentrated in non-protein coding regions or intronic regions of protein coding genes. Expression mapping of the surrounding genes reveals minimal disruption of endogenous gene expression. Finally, we demonstrate that targeted de novo integration at one of the identified loci, the 12(th) exon-intron region of the GRIK1 gene on chromosome 21, results in superior expression and stability compared to the standard, illegitimate integration approach at levels approaching 4-fold. The information identified here along with recent advances in site-specific genomic editing techniques can lead to expedited cell line development.
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Affiliation(s)
- Joseph K Cheng
- Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas, USA
| | - Amanda M Lewis
- Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas, USA.,Biologics Development, Bristol-Myers Squibb, Devens, MA, USA
| | - Do Soon Kim
- Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas, USA
| | - Timothy Dyess
- Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas, USA
| | - Hal S Alper
- Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas, USA. .,Institute for Cellular and Molecular Biology, The University of Texas at Austin, Austin, Texas, USA.
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8
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Petolino JF, Kumar S. Transgenic trait deployment using designed nucleases. PLANT BIOTECHNOLOGY JOURNAL 2016; 14:503-9. [PMID: 26332789 PMCID: PMC11388940 DOI: 10.1111/pbi.12457] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 07/08/2015] [Accepted: 07/16/2015] [Indexed: 05/09/2023]
Abstract
The demand for crops requiring increasingly complex combinations of transgenes poses unique challenges for transgenic trait deployment. Future value-adding traits such as those associated with crop performance are expected to involve multiple transgenes. Random integration of transgenes not only results in unpredictable expression and potential unwanted side effects but stacking multiple, randomly integrated, independently segregating transgenes creates breeding challenges during introgression and product development. Designed nucleases enable the creation of targeted DNA double-strand breaks at specified genomic locations whereby repair can result in targeted transgene integration leading to precise alterations in DNA sequences for plant genome editing, including the targeting of a transgene to a genomic locus that supports high-level and stable transgene expression without interfering with resident gene function. In addition, targeted DNA integration via designed nucleases allows for the addition of transgenes into previously integrated transgenic loci to create stacked products. The currently reported frequencies of independently generated transgenic events obtained with site-specific transgene integration without the aid of selection for targeting are very low. A modular, positive selection-based gene targeting strategy has been developed involving cassette exchange of selectable marker genes which allows for targeted events to be preferentially selected, over multiple cycles of sequential transformation. This, combined with the demonstration of intragenomic recombination following crossing of transgenic events that contain stably integrated donor and target DNA constructs with nuclease-expressing plants, points towards the future of trait stacking that is less dependent on high-efficiency transformation.
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9
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Cerbini T, Funahashi R, Luo Y, Liu C, Park K, Rao M, Malik N, Zou J. Transcription activator-like effector nuclease (TALEN)-mediated CLYBL targeting enables enhanced transgene expression and one-step generation of dual reporter human induced pluripotent stem cell (iPSC) and neural stem cell (NSC) lines. PLoS One 2015; 10:e0116032. [PMID: 25587899 PMCID: PMC4294658 DOI: 10.1371/journal.pone.0116032] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Accepted: 11/30/2014] [Indexed: 01/28/2023] Open
Abstract
Targeted genome engineering to robustly express transgenes is an essential methodology for stem cell-based research and therapy. Although designer nucleases have been used to drastically enhance gene editing efficiency, targeted addition and stable expression of transgenes to date is limited at single gene/locus and mostly PPP1R12C/AAVS1 in human stem cells. Here we constructed transcription activator-like effector nucleases (TALENs) targeting the safe-harbor like gene CLYBL to mediate reporter gene integration at 38%–58% efficiency, and used both AAVS1-TALENs and CLYBL-TALENs to simultaneously knock-in multiple reporter genes at dual safe-harbor loci in human induced pluripotent stem cells (iPSCs) and neural stem cells (NSCs). The CLYBL-TALEN engineered cell lines maintained robust reporter expression during self-renewal and differentiation, and revealed that CLYBL targeting resulted in stronger transgene expression and less perturbation on local gene expression than PPP1R12C/AAVS1. TALEN-mediated CLYBL engineering provides improved transgene expression and options for multiple genetic modification in human stem cells.
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Affiliation(s)
- Trevor Cerbini
- NIH Center for Regenerative Medicine, Laboratory of Stem Cell Biology, National Institute of Arthritis, Musculoskeletal and Skin Diseases, Bethesda, Maryland, United States of America
| | - Ray Funahashi
- NIH Center for Regenerative Medicine, Laboratory of Stem Cell Biology, National Institute of Arthritis, Musculoskeletal and Skin Diseases, Bethesda, Maryland, United States of America
| | - Yongquan Luo
- NIH Center for Regenerative Medicine, Laboratory of Stem Cell Biology, National Institute of Arthritis, Musculoskeletal and Skin Diseases, Bethesda, Maryland, United States of America
| | - Chengyu Liu
- Center for Molecular Medicine, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, Maryland, United States of America
| | - Kyeyoon Park
- Stem Cell Unit, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland, United States of America
| | - Mahendra Rao
- NIH Center for Regenerative Medicine, Laboratory of Stem Cell Biology, National Institute of Arthritis, Musculoskeletal and Skin Diseases, Bethesda, Maryland, United States of America
| | - Nasir Malik
- NIH Center for Regenerative Medicine, Laboratory of Stem Cell Biology, National Institute of Arthritis, Musculoskeletal and Skin Diseases, Bethesda, Maryland, United States of America
| | - Jizhong Zou
- NIH Center for Regenerative Medicine, Laboratory of Stem Cell Biology, National Institute of Arthritis, Musculoskeletal and Skin Diseases, Bethesda, Maryland, United States of America
- Center for Molecular Medicine, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, Maryland, United States of America
- * E-mail:
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Duportet X, Wroblewska L, Guye P, Li Y, Eyquem J, Rieders J, Rimchala T, Batt G, Weiss R. A platform for rapid prototyping of synthetic gene networks in mammalian cells. Nucleic Acids Res 2014; 42:13440-51. [PMID: 25378321 PMCID: PMC4245948 DOI: 10.1093/nar/gku1082] [Citation(s) in RCA: 102] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Mammalian synthetic biology may provide novel therapeutic strategies, help decipher new paths for drug discovery and facilitate synthesis of valuable molecules. Yet, our capacity to genetically program cells is currently hampered by the lack of efficient approaches to streamline the design, construction and screening of synthetic gene networks. To address this problem, here we present a framework for modular and combinatorial assembly of functional (multi)gene expression vectors and their efficient and specific targeted integration into a well-defined chromosomal context in mammalian cells. We demonstrate the potential of this framework by assembling and integrating different functional mammalian regulatory networks including the largest gene circuit built and chromosomally integrated to date (6 transcription units, 27kb) encoding an inducible memory device. Using a library of 18 different circuits as a proof of concept, we also demonstrate that our method enables one-pot/single-flask chromosomal integration and screening of circuit libraries. This rapid and powerful prototyping platform is well suited for comparative studies of genetic regulatory elements, genes and multi-gene circuits as well as facile development of libraries of isogenic engineered cell lines.
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Affiliation(s)
- Xavier Duportet
- INRIA Paris-Rocquencourt, Rocquencourt, France Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA Cellectis Therapeutics, Paris, France
| | - Liliana Wroblewska
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Patrick Guye
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Yinqing Li
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Justin Eyquem
- Laboratoire Matière et Systèmes Complexes, Centre National de la Recherche Scientifique and Université Paris Diderot, Paris, France
| | - Julianne Rieders
- INRIA Paris-Rocquencourt, Rocquencourt, France Laboratoire Matière et Systèmes Complexes, Centre National de la Recherche Scientifique and Université Paris Diderot, Paris, France
| | - Tharathorn Rimchala
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Ron Weiss
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
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Valton J, Cabaniols JP, Galetto R, Delacote F, Duhamel M, Paris S, Blanchard DA, Lebuhotel C, Thomas S, Moriceau S, Demirdjian R, Letort G, Jacquet A, Gariboldi A, Rolland S, Daboussi F, Juillerat A, Bertonati C, Duclert A, Duchateau P. Efficient strategies for TALEN-mediated genome editing in mammalian cell lines. Methods 2014; 69:151-70. [PMID: 25047178 DOI: 10.1016/j.ymeth.2014.06.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2013] [Revised: 06/24/2014] [Accepted: 06/25/2014] [Indexed: 01/15/2023] Open
Abstract
TALEN is one of the most widely used tools in the field of genome editing. It enables gene integration and gene inactivation in a highly efficient and specific fashion. Although very attractive, the apparent simplicity and high success rate of TALEN could be misleading for novices in the field of gene editing. Depending on the application, specific TALEN designs, activity assessments and screening strategies need to be adopted. Here we report different methods to efficiently perform TALEN-mediated gene integration and inactivation in different mammalian cell systems including induced pluripotent stem cells and delineate experimental examples associated with these approaches.
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Affiliation(s)
- Julien Valton
- Cellectis SA, 8 rue de la croix Jarry, 75013 Paris, France.
| | | | - Romàn Galetto
- Cellectis SA, 8 rue de la croix Jarry, 75013 Paris, France
| | | | | | | | | | | | | | | | | | - Gil Letort
- Cellectis SA, 8 rue de la croix Jarry, 75013 Paris, France
| | | | | | - Sandra Rolland
- Cellectis SA, 8 rue de la croix Jarry, 75013 Paris, France
| | - Fayza Daboussi
- Cellectis SA, 8 rue de la croix Jarry, 75013 Paris, France
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Abstract
Current technology enables the production of highly specific genome modifications with excellent efficiency and specificity. Key to this capability are targetable DNA cleavage reagents and cellular DNA repair pathways. The break made by these reagents can produce localized sequence changes through inaccurate nonhomologous end joining (NHEJ), often leading to gene inactivation. Alternatively, user-provided DNA can be used as a template for repair by homologous recombination (HR), leading to the introduction of desired sequence changes. This review describes three classes of targetable cleavage reagents: zinc-finger nucleases (ZFNs), transcription activator-like effector nucleases (TALENs), and CRISPR/Cas RNA-guided nucleases (RGNs). As a group, these reagents have been successfully used to modify genomic sequences in a wide variety of cells and organisms, including humans. This review discusses the properties, advantages, and limitations of each system, as well as the specific considerations required for their use in different biological systems.
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Affiliation(s)
- Dana Carroll
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, Utah 84112;
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