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Wang Y, Zhang K, Zhao Y, Li Y, Su W, Li S. Construction and Applications of Mammalian Cell-Based DNA-Encoded Peptide/Protein Libraries. ACS Synth Biol 2023; 12:1874-1888. [PMID: 37315219 DOI: 10.1021/acssynbio.3c00043] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
DNA-encoded peptide/protein libraries are the starting point for protein evolutionary modification and functional peptide/antibody selection. Different display technologies, protein directed evolution, and deep mutational scanning (DMS) experiments employ DNA-encoded libraries to provide sequence variations for downstream affinity- or function-based selections. Mammalian cells promise the inherent post-translational modification and near-to-natural conformation of exogenously expressed mammalian proteins and thus are the best platform for studying transmembrane proteins or human disease-related proteins. However, due to the current technical bottlenecks of constructing mammalian cell-based large size DNA-encoded libraries, the advantages of mammalian cells as screening platforms have not been fully exploited. In this review, we summarize the current efforts in constructing DNA-encoded libraries in mammalian cells and the existing applications of these libraries in different fields.
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Affiliation(s)
- Yi Wang
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Kaili Zhang
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Yanjie Zhao
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Yifan Li
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Weijun Su
- School of Medicine, Nankai University, Tianjin 300071, China
| | - Shuai Li
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
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Su W, Wang Y, Zou S, Zhao Y, Li Y, Zhang C, Guo X, Li S. Construction of Peptide Library in Mammalian Cells by dsDNA-Based Strategy. ACS OMEGA 2023; 8:1037-1046. [PMID: 36643544 PMCID: PMC9835800 DOI: 10.1021/acsomega.2c06402] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 12/19/2022] [Indexed: 06/16/2023]
Abstract
While different display technologies, represented by phage display, have been widely used in drug discovery, they still can hardly achieve function-based peptide screening, which in most cases is performed in mammalian cells. And most attempts to screen functional peptides with mammalian platforms utilized plasmids to store coding information. Our previous work established double-stranded DNAs (dsDNAs) as innovative biological parts to implement AND-gate genetic circuits in mammalian cells. In the current study, we employ dsDNAs with terminal NNK degenerate codons to implement AND-gate genetic circuits and generate peptide libraries in mammalian cells. This dsDNA-based AND-gate (DBAG) peptide library construction strategy is easy to perform, requiring only PCR reaction and cell transfection. High-throughput sequencing (HTS) and single-cell sequencing results revealed both peptide length and amino acid sequence diversity of DBAG peptide libraries. Moreover, as a feasibility test of this strategy, we identified an MDM2-interacting peptide by applying the DBAG peptide library to a mammalian cell-based two-hybrid system. Our work establishes dsDNAs with terminal degenerate codons as biological parts to build peptide libraries in mammalian cells, which may have great application potential in the future.
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Affiliation(s)
- Weijun Su
- School
of Medicine, Nankai University, Tianjin 300071, China
| | - Yi Wang
- Department
of Breast Cancer Pathology and Research Laboratory, Tianjin Medical
University Cancer Institute & Hospital, National Clinical Research
Center for Cancer; Key Laboratory of Cancer Prevention and Therapy,
Tianjin, Tianjin’s Clinical Research
Center for Cancer, Tianjin 300060, China
| | - Siqi Zou
- School
of Medicine, Nankai University, Tianjin 300071, China
| | - Yanjie Zhao
- Department
of Breast Cancer Pathology and Research Laboratory, Tianjin Medical
University Cancer Institute & Hospital, National Clinical Research
Center for Cancer; Key Laboratory of Cancer Prevention and Therapy,
Tianjin, Tianjin’s Clinical Research
Center for Cancer, Tianjin 300060, China
| | - Yifan Li
- Department
of Breast Cancer Pathology and Research Laboratory, Tianjin Medical
University Cancer Institute & Hospital, National Clinical Research
Center for Cancer; Key Laboratory of Cancer Prevention and Therapy,
Tianjin, Tianjin’s Clinical Research
Center for Cancer, Tianjin 300060, China
| | - Chunze Zhang
- Department
of Colorectal Surgery, Tianjin Union Medical
Center, Tianjin 300121, China
| | - Xiaojing Guo
- Department
of Breast Cancer Pathology and Research Laboratory, Tianjin Medical
University Cancer Institute & Hospital, National Clinical Research
Center for Cancer; Key Laboratory of Cancer Prevention and Therapy,
Tianjin, Tianjin’s Clinical Research
Center for Cancer, Tianjin 300060, China
| | - Shuai Li
- Department
of Breast Cancer Pathology and Research Laboratory, Tianjin Medical
University Cancer Institute & Hospital, National Clinical Research
Center for Cancer; Key Laboratory of Cancer Prevention and Therapy,
Tianjin, Tianjin’s Clinical Research
Center for Cancer, Tianjin 300060, China
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Liu L, Liu P, Ga L, Ai J. Advances in Applications of Molecular Logic Gates. ACS OMEGA 2021; 6:30189-30204. [PMID: 34805654 PMCID: PMC8600522 DOI: 10.1021/acsomega.1c02912] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 10/05/2021] [Indexed: 05/21/2023]
Abstract
Logic gates are devices that can perform Boolean logic operations and are the basic components of integrated circuits for information processing and storage. In recent years, molecular logic gates are gradually replacing traditional silicon-based electronic computers with their significant advantages and are used in research in water quality monitoring, heavy metal ion detection, disease diagnosis and treatment, food safety detection, and biological sensors. Logic gates at the molecular level have broad development prospects and huge development potential. In this review, the development and application of logic gates in various fields are used as the entry point to discuss the research progress of logic gates and logic circuits. At the same time, the application of logic gates in quite a few emerging fields is briefly summarized and predicted.
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Affiliation(s)
- Lijun Liu
- College
of Chemistry and Environmental Science, Inner Mongolian Key Laboratory
for Enviromental Chemistry, Inner Mongolia
Normal University, 81 Zhaowudalu, Hohhot 010022, People’s Republic of China
| | - Pingping Liu
- College
of Chemistry and Environmental Science, Inner Mongolian Key Laboratory
for Enviromental Chemistry, Inner Mongolia
Normal University, 81 Zhaowudalu, Hohhot 010022, People’s Republic of China
| | - Lu Ga
- College
of Pharmacy, Inner Mongolia Medical University, Jinchuankaifaqu, Hohhot 010110, People’s Republic of China
| | - Jun Ai
- College
of Chemistry and Environmental Science, Inner Mongolian Key Laboratory
for Enviromental Chemistry, Inner Mongolia
Normal University, 81 Zhaowudalu, Hohhot 010022, People’s Republic of China
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Zhao Y, Wang Y, Su W, Li S. Construction of Synthetic Nanobody Library in Mammalian Cells by dsDNA-Based Strategies*. Chembiochem 2021; 22:2957-2965. [PMID: 34411391 DOI: 10.1002/cbic.202100286] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 08/05/2021] [Indexed: 12/20/2022]
Abstract
A nanobody is an antibody fragment consisting of a single monomeric variable antigen-binding domain. Mammalian cells are ideal platforms for identifying nanobodies targeting hard-to-display transmembrane proteins and nanobodies that function as modulators of cellular phenotypes. However, the introduction of a high-diversity nanobody library into mammalian cells is challenging. We have developed two novel methods for constructing a nanobody library in mammalian cells. Complementarity-determining region (CDR) random sequences were first incorporated into upstream and downstream dsDNAs by PCR. In the first method, named dsDNA-HR, upstream and downstream dsDNAs containing an identical overlapping sequence were co-transfected into cultured mammalian cells for intracellular homologous recombination that resulted in the formation of an intact nanobody library expression cassette. In the second method, named in vitro ligation, we generated full-length nanobody expression dsDNAs via ligation of restriction digested upstream and downstream dsDNAs. The obtained full-length dsDNAs were transfected into mammalian cells for nanobody library expression. Using both methods, we generated over a million unique nanobody sequences, as revealed by high-throughput sequencing. Single-cell sequencing was employed to resolve the diversity of the dsDNA-HR nanobody library. We also identified a small molecule, Nocodazole, which could enhance the efficacy of dsDNA-HR.
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Affiliation(s)
- Yanjie Zhao
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, P. R. China
| | - Yi Wang
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, P. R. China
| | - Weijun Su
- School of Medicine, Nankai University, Tianjin, 300071, P. R. China
| | - Shuai Li
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, P. R. China
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Wang Y, Zhao Y, Su W, Guo X, Li S. Development of a CRISPR-Cas9 Based Luciferase Turn-On System as Nonhomologous End Joining Pathway Reporter. Chembiochem 2021; 22:2177-2181. [PMID: 33882189 DOI: 10.1002/cbic.202100128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 04/11/2021] [Indexed: 11/07/2022]
Abstract
There is a need of a non-homologous end joining (NHEJ) pathway reporter system that facilitates screening and discovery of NHEJ chemical inhibitors. In this study, we developed a CRISPR-Cas9 based luciferase turn-on system as a NHEJ pathway reporter. By substituting nucleotide 205C with ATC, we introduced a reading-frame shift and a pre-stop codon into the luciferase coding region and thereby generated a bioluminescent signal mute HEK293T reporter cell line. Then, a CRISPR-Cas9 plasmid expressing a guide RNA targeting luciferase coding region was introduced into the reporter cell line to generate NHEJ-associated indel to restore the reading frame and subsequently turn on the bioluminescent signal. We observed over three-thousand fold increase in signal after CRISPR-Cas9 vector transfection. Different known chemical inhibitors of the NHEJ pathway, such as NU7441, KU0060648, and KU55933, could significantly inhibit the bioluminescent signal generated by CRISPR-Cas9 targeting. In addition, we validated our system by high throughput sequencing.
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Affiliation(s)
- Yi Wang
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, P. R. China
| | - Yanjie Zhao
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, P. R. China
| | - Weijun Su
- School of Medicine, Nankai University, Tianjin, 300071, P. R. China
| | - Xiaojing Guo
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, P. R. China
| | - Shuai Li
- Department of Breast Cancer Pathology and Research Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, P. R. China
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