1
|
Yu W, Wang Y, Li S, Dai Y, Li Y, Zhang X, Li B, Qian S, Zhang X, Bi C. Optimized dual-AAV base editor delivery system with enhanced editing efficiency and virion production titer. Synth Syst Biotechnol 2025; 10:697-706. [PMID: 40248483 PMCID: PMC12002711 DOI: 10.1016/j.synbio.2025.03.007] [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: 12/10/2024] [Revised: 02/27/2025] [Accepted: 03/17/2025] [Indexed: 04/19/2025] Open
Abstract
Base editors (BEs) are a promising tool for precise base conversion in human cells and animals, while the adeno-associated virus (AAV) is the major vector for human gene therapy. However, the size of the DNA cassette required for BE expression exceeds the 4.7 kb packing capacity of the AAV vector, making dual-AAV approaches based on trans-splicing intein necessary. Even with this approach, current split DNA cassettes are still larger than the AAV packing limit, posing a challenge for cellular production of AAV. Moreover, some split strategies yield variable editing results and target coverage. To address these limitations, 25 different split sets for BE4max and A3A-BE4max were tested at two target sites respectively, with splitting sites ranging from 493rd to 517th amino acids on the Cas9 peptide. Fortunately, the best Cas9 split site was identified between His511 and Ser512 and the arrangement of the AAV expression cassette was further manipulated to create evenly distributed CBE and ABE intein systems within 4.7 kb. These novel dual-AAV systems, designated 4.6AAV-CBE and 4.7AAV-ABE, were found to have base editing efficiencies similar to wild-type BEs, with a narrower editing window than the current 573 split system. Notably, 4.6AAV-CBE yield a higher AAV production titer, up to 2.1-fold in AAV-N and 1.5-fold in AAV-C, compared to the split-573BE system, likely due to the reduction of DNA cassette size within the AAV packaging capacity. Moreover, after packaging and infecting cells with AAV-N and AAV-C at the same volume and number of cells, the multiplicities of infection (MOI) and editing efficiency of 4.6 AAV-CBE were both higher than those of the split-573BE system. This study present advanced dual-AAV systems for ABE and CBE delivery, establishing a basis for safe and efficient BE therapies.
Collapse
Affiliation(s)
- Wenjia Yu
- School of Biological Engineering, Dalian Polytechnic University, Dalian, China
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300000, China
| | - Yujie Wang
- Binzhou Medical University, Shandong, China
| | - Siwei Li
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300000, China
| | - Yingcai Dai
- Shanghai Jiao Tong University, Shanghai, China
| | - Yucheng Li
- Tianjin University of Science and Technology, Tianjin, China
| | - Xinyue Zhang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300000, China
| | - Bo Li
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300000, China
| | - Siriguleng Qian
- School of Biological Engineering, Dalian Polytechnic University, Dalian, China
| | - Xueli Zhang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300000, China
| | - Changhao Bi
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300000, China
| |
Collapse
|
2
|
Jiang Y, Xiao Z, Luo Z, Zhou S, Tong C, Jin S, Liu X, Qin R, Xu R, Pan L, Li J, Wei P. Improving plant C-to-G base editors with a cold-adapted glycosylase and TadA-8e variants. Trends Biotechnol 2025:S0167-7799(25)00086-1. [PMID: 40187931 DOI: 10.1016/j.tibtech.2025.03.001] [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: 09/29/2024] [Revised: 02/25/2025] [Accepted: 03/04/2025] [Indexed: 04/07/2025]
Abstract
Plant cytosine (C)-to-guanine (G) base editors (CGBEs) have been established but suffer from limited editing efficiencies and low outcome purities. This study engineered a cod uracil DNA glycosylase (cod UNG, coUNG) from the cold-adapted fish Gadus morhua for plant CGBE, demonstrating 1.71- to 2.54-fold increases in C-to-G editing efficiency compared with the CGBE using human UNG (hUNG). Further engineering took advantage of TadA-8e-derived cytidine deaminases (TadA-CDs). These variants induced C substitutions with efficiencies ranging from 26.28% to 30.82% in rice cells, whereas adenine (A) conversion was negligible. By integrating coUNG and TadA-CDc elements with SpCas9 nickase, the resulting CDc-CGBEco achieved pure C-to-G editing without byproducts in up to 52.08% of transgenic lines. Whole-genome sequencing (WGS) analysis revealed no significant off-target effects of the CDc-BEs in rice. In addition, CDc-CGBEco enabled precise C-to-G editing in soybean and tobacco. These engineered CGBEs enhanced editing efficiency, purity, and specificity, suggesting their broad potential for applications in scientific research and crop breeding.
Collapse
Affiliation(s)
- Yingli Jiang
- College of Agronomy, Anhui Agricultural University, Hefei, 230036, PR China
| | - Zhi Xiao
- College of Agronomy, Anhui Agricultural University, Hefei, 230036, PR China; Anhui Province Key Laboratory of Rice Germplasm Innovation and Molecular Improvement, Anhui Academy of Agricultural Sciences, Hefei, 230031, PR China; Research Centre for Biological Breeding Technology, Advance Academy, Anhui Agricultural University, Hefei, 230036, PR China
| | - Zhaopeng Luo
- China Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, 450001, PR China
| | - Suhuai Zhou
- College of Agronomy, Anhui Agricultural University, Hefei, 230036, PR China; Research Centre for Biological Breeding Technology, Advance Academy, Anhui Agricultural University, Hefei, 230036, PR China
| | - Chaoyun Tong
- College of Agronomy, Anhui Agricultural University, Hefei, 230036, PR China; Anhui Province Key Laboratory of Rice Germplasm Innovation and Molecular Improvement, Anhui Academy of Agricultural Sciences, Hefei, 230031, PR China
| | - Shan Jin
- College of Agronomy, Anhui Agricultural University, Hefei, 230036, PR China; Anhui Province Key Laboratory of Rice Germplasm Innovation and Molecular Improvement, Anhui Academy of Agricultural Sciences, Hefei, 230031, PR China
| | - Xiaoshuang Liu
- College of Agronomy, Anhui Agricultural University, Hefei, 230036, PR China
| | - Ruiying Qin
- Anhui Province Key Laboratory of Rice Germplasm Innovation and Molecular Improvement, Anhui Academy of Agricultural Sciences, Hefei, 230031, PR China
| | - Rongfang Xu
- Anhui Province Key Laboratory of Rice Germplasm Innovation and Molecular Improvement, Anhui Academy of Agricultural Sciences, Hefei, 230031, PR China
| | - Lang Pan
- College of Plant Protection, Hunan Agricultural University, Changsha, 410128, PR China
| | - Juan Li
- Anhui Province Key Laboratory of Rice Germplasm Innovation and Molecular Improvement, Anhui Academy of Agricultural Sciences, Hefei, 230031, PR China.
| | - Pengcheng Wei
- College of Agronomy, Anhui Agricultural University, Hefei, 230036, PR China; Research Centre for Biological Breeding Technology, Advance Academy, Anhui Agricultural University, Hefei, 230036, PR China.
| |
Collapse
|
3
|
Fan X, Lei Y, Wang L, Wu X, Li D. Advancing CRISPR base editing technology through innovative strategies and ideas. SCIENCE CHINA. LIFE SCIENCES 2025; 68:610-627. [PMID: 39231901 DOI: 10.1007/s11427-024-2699-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 08/06/2024] [Accepted: 08/13/2024] [Indexed: 09/06/2024]
Abstract
The innovation of CRISPR/Cas gene editing technology has developed rapidly in recent years. It is widely used in the fields of disease animal model construction, biological breeding, disease diagnosis and screening, gene therapy, cell localization, cell lineage tracking, synthetic biology, information storage, etc. However, developing idealized editors in various fields is still a goal for future development. This article focuses on the development and innovation of non-DSB editors BE and PE in the platform-based CRISPR system. It first explains the application of ideas for improvement such as "substitution", "combination", "adaptation", and "adjustment" in BE and PE development and then catalogues the ingenious inversions and leaps of thought reflected in the innovations made to CRISPR technology. It will then elaborate on the efforts currently being made to develop small editors to solve the problem of AAV overload and summarize the current application status of editors for in vivo gene modification using AAV as a delivery system. Finally, it summarizes the inspiration brought by CRISPR/Cas innovation and assesses future prospects for development of an idealized editor.
Collapse
Affiliation(s)
- Xiongwei Fan
- The Center for Heart Development, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Yang Lei
- Shanghai Frontiers Science Research Base of Genome Editing and Cell Therapy, Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Liren Wang
- Shanghai Frontiers Science Research Base of Genome Editing and Cell Therapy, Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, 200241, China.
| | - Xiushan Wu
- The Center for Heart Development, College of Life Science, Hunan Normal University, Changsha, 410081, China.
- Guangdong Provincial Key Laboratory of Pathogenesis, Targeted Prevention and Treatment of Heart Disease, Guangzhou, 510100, China.
| | - Dali Li
- Shanghai Frontiers Science Research Base of Genome Editing and Cell Therapy, Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, 200241, China.
| |
Collapse
|
4
|
Wang L, Han H. Strategies for improving the genome-editing efficiency of class 2 CRISPR/Cas system. Heliyon 2024; 10:e38588. [PMID: 39397905 PMCID: PMC11471210 DOI: 10.1016/j.heliyon.2024.e38588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 09/26/2024] [Accepted: 09/26/2024] [Indexed: 10/15/2024] Open
Abstract
Since its advent, gene-editing technology has been widely used in microorganisms, animals, plants, and other species. This technology shows remarkable application prospects, giving rise to a new biotechnological industry. In particular, third-generation gene editing technology, represented by the CRISPR/Cas9 system, has become the mainstream gene editing technology owing to its advantages of high efficiency, simple operation, and low cost. These systems can be widely used because they have been modified and optimized, leading to notable improvements in the efficiency of gene editing. This review introduces the characteristics of popular CRISPR/Cas systems and optimization methods aimed at improving the editing efficiency of class 2 CRISPR/Cas systems, providing a reference for the development of superior gene editing systems. Additionally, the review discusses the development and optimization of base editors, primer editors, gene activation and repression tools, as well as the advancement and refinement of compact systems such as IscB, TnpB, Fanzor, and Cas12f.
Collapse
Affiliation(s)
- Linli Wang
- Frontiers Science Center for Molecular Design Breeding (MOE), China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Animal Genetic Improvement, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Key Laboratory of Animal Genetics, Breeding and Reproduction of the Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
| | - Hongbing Han
- Frontiers Science Center for Molecular Design Breeding (MOE), China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Animal Genetic Improvement, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Key Laboratory of Animal Genetics, Breeding and Reproduction of the Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
| |
Collapse
|
5
|
Yang C, Ma Z, Wang K, Dong X, Huang M, Li Y, Zhu X, Li J, Cheng Z, Bi C, Zhang X. HMGN1 enhances CRISPR-directed dual-function A-to-G and C-to-G base editing. Nat Commun 2023; 14:2430. [PMID: 37105976 PMCID: PMC10140177 DOI: 10.1038/s41467-023-38193-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 04/20/2023] [Indexed: 04/29/2023] Open
Abstract
C-to-G base editors have been successfully constructed recently, but limited work has been done on concurrent C-to-G and A-to-G base editing. In addition, there is also limited data on how chromatin-associated factors affect the base editing. Here, we test a series of chromatin-associated factors, and chromosomal protein HMGN1 was found to enhance the efficiency of both C-to-G and A-to-G base editing. By fusing HMGN1, GBE and ABE to Cas9, we develop a CRISPR-based dual-function A-to-G and C-to-G base editor (GGBE) which is capable of converting simultaneous A and C to G conversion with substantial editing efficiency. Accordingly, the HMGN1 role shown in this work and the resulting GGBE tool further broaden the genome manipulation capacity of CRISPR-directed base editors.
Collapse
Affiliation(s)
- Chao Yang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China
| | - Zhenzhen Ma
- College of Life Sciences, Nankai University, Tianjin, China
| | - Keshan Wang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xingxiao Dong
- School of Biological Engineering, Dalian Polytechnic University, Dalian, China
| | - Meiyu Huang
- College of Life Sciences, Guangxi Normal University, Guilin, China
| | - Yaqiu Li
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China
| | - Xiagu Zhu
- College of Biotechnology, Tianjin University of Science and Technology, Tianjin, China
| | - Ju Li
- College of Life Sciences, Tianjin Normal University, Tianjin, China
| | - Zhihui Cheng
- College of Life Sciences, Nankai University, Tianjin, China
| | - Changhao Bi
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
| | - Xueli Zhang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
| |
Collapse
|
6
|
Li J, Zhang C, He Y, Li S, Yan L, Li Y, Zhu Z, Xia L. Plant base editing and prime editing: The current status and future perspectives. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2023; 65:444-467. [PMID: 36479615 DOI: 10.1111/jipb.13425] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 12/05/2022] [Indexed: 06/17/2023]
Abstract
Precise replacement of an allele with an elite allele controlling an important agronomic trait in a predefined manner by gene editing technologies is highly desirable in crop improvement. Base editing and prime editing are two newly developed precision gene editing systems which can introduce the substitution of a single base and install the desired short indels to the target loci in the absence of double-strand breaks and donor repair templates, respectively. Since their discoveries, various strategies have been attempted to optimize both base editor (BE) and prime editor (PE) in order to improve the precise editing efficacy, specificity, and expand the targeting scopes. Here, we summarize the latest development of various BEs and PEs, as well as their applications in plants. Based on these progresses, we recommend the appropriate BEs and PEs for both basic plant research and crop improvement. Moreover, we propose the perspectives for further optimization of these two editors. We envision that both BEs and PEs will become the routine and customized precise gene editing tools for both plant biological research and crop improvement in the near future.
Collapse
Affiliation(s)
- Jingying Li
- Institute of Crop Sciences (ICS), Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
- National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences/Hainan Yazhou Bay Seed Laboratory, Sanya, 572024, China
| | - Chen Zhang
- Institute of Crop Sciences (ICS), Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
| | - Yubing He
- Institute of Crop Sciences (ICS), Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
- National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences/Hainan Yazhou Bay Seed Laboratory, Sanya, 572024, China
| | - Shaoya Li
- Institute of Crop Sciences (ICS), Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
- National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences/Hainan Yazhou Bay Seed Laboratory, Sanya, 572024, China
| | - Lei Yan
- Institute of Crop Sciences (ICS), Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
| | - Yucai Li
- Institute of Crop Sciences (ICS), Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
| | - Ziwei Zhu
- Institute of Crop Sciences (ICS), Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
| | - Lanqin Xia
- Institute of Crop Sciences (ICS), Chinese Academy of Agricultural Sciences (CAAS), Beijing, 100081, China
- National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences/Hainan Yazhou Bay Seed Laboratory, Sanya, 572024, China
| |
Collapse
|
7
|
Chen R, Cao Y, Liu Y, Zhao D, Li J, Cheng Z, Bi C, Zhang X. Enhancement of a prime editing system via optimal recruitment of the pioneer transcription factor P65. Nat Commun 2023; 14:257. [PMID: 36650182 PMCID: PMC9845348 DOI: 10.1038/s41467-023-35919-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 01/09/2023] [Indexed: 01/18/2023] Open
Abstract
Prime editing is a versatile gene editing tool that enables precise sequence changes of all types in the genome, but its application is rather limited by the editing efficiency. Here, we first apply the Suntag system to recruit the transcription factor P65 and enhance the desired editing outcomes in the prime editing system. Next, MS2 hairpins are used to recruit MS2-fused P65 and confirmed that the recruitment of the P65 protein could effectively improve the prime editing efficiency in both the PE3 and PE5 systems. Moreover, this suggests the increased editing efficiency is most likely associated with the induction of chromatin accessibility change by P65. In conclusion, we apply different systems to recruit P65 and enhance the prime editing efficiency of various PE systems. Furthermore, our work provides a variety of methods to work as protein scaffolds for screening target factors and thus supports further optimization of prime editing systems.
Collapse
Affiliation(s)
- Ronghao Chen
- College of Life Science, Nankai University, Tianjin, China.,Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.,National Technology Innovation Center of Synthetic Biology, Tianjin, China
| | - Yu Cao
- College of Life Science, Nankai University, Tianjin, China.,Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.,National Technology Innovation Center of Synthetic Biology, Tianjin, China
| | - Yajing Liu
- College of Life Science, Nankai University, Tianjin, China.,Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.,National Technology Innovation Center of Synthetic Biology, Tianjin, China
| | - Dongdong Zhao
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.,National Technology Innovation Center of Synthetic Biology, Tianjin, China
| | - Ju Li
- College of Life Science, Tianjin Normal University, Tianjin, China
| | - Zhihui Cheng
- College of Life Science, Nankai University, Tianjin, China.
| | - Changhao Bi
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China. .,National Technology Innovation Center of Synthetic Biology, Tianjin, China.
| | - Xueli Zhang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China. .,National Technology Innovation Center of Synthetic Biology, Tianjin, China.
| |
Collapse
|
8
|
Li S, An J, Li Y, Zhu X, Zhao D, Wang L, Sun Y, Yang Y, Bi C, Zhang X, Wang M. Automated high-throughput genome editing platform with an AI learning in situ prediction model. Nat Commun 2022; 13:7386. [PMID: 36450740 PMCID: PMC9712529 DOI: 10.1038/s41467-022-35056-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 11/17/2022] [Indexed: 12/05/2022] Open
Abstract
A great number of cell disease models with pathogenic SNVs are needed for the development of genome editing based therapeutics or broadly basic scientific research. However, the generation of traditional cell disease models is heavily dependent on large-scale manual operations, which is not only time-consuming, but also costly and error-prone. In this study, we devise an automated high-throughput platform, through which thousands of samples are automatically edited within a week, providing edited cells with high efficiency. Based on the large in situ genome editing data obtained by the automatic high-throughput platform, we develop a Chromatin Accessibility Enabled Learning Model (CAELM) to predict the performance of cytosine base editors (CBEs), both chromatin accessibility and the context-sequence are utilized to build the model, which accurately predicts the result of in situ base editing. This work is expected to accelerate the development of BE-based genetic therapies.
Collapse
Affiliation(s)
- Siwei Li
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China
| | - Jingjing An
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China
| | - Yaqiu Li
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China
| | - Xiagu Zhu
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- College of Biotechnology, Tianjin University of Science and Technology, Tianjin, China
| | - Dongdong Zhao
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China
| | - Lixian Wang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China
| | - Yonghui Sun
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Yuanzhao Yang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China
- College of Biotechnology, Tianjin University of Science and Technology, Tianjin, China
| | - Changhao Bi
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
| | - Xueli Zhang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
| | - Meng Wang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
- Key Laboratory of Systems Microbial Biotechnology, Chinese Academy of Sciences, Tianjin, China.
- School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China.
| |
Collapse
|