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Carlson CK, Loveless TB, Milisavljevic M, Kelly PI, Mills JH, Tyo KEJ, Liu CC. A Massively Parallel In Vivo Assay of TdT Mutants Yields Variants with Altered Nucleotide Insertion Biases. ACS Synth Biol 2024; 13:3326-3343. [PMID: 39302688 DOI: 10.1021/acssynbio.4c00414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2024]
Abstract
Terminal deoxynucleotidyl transferase (TdT) is a unique DNA polymerase capable of template-independent extension of DNA. TdT's de novo DNA synthesis ability has found utility in DNA recording, DNA data storage, oligonucleotide synthesis, and nucleic acid labeling, but TdT's intrinsic nucleotide biases limit its versatility in such applications. Here, we describe a multiplexed assay for profiling and engineering the bias and overall activity of TdT variants with high throughput. In our assay, a library of TdTs is encoded next to a CRISPR-Cas9 target site in HEK293T cells. Upon transfection of Cas9 and sgRNA, the target site is cut, allowing TdT to intercept the double-strand break and add nucleotides. Each resulting insertion is sequenced alongside the identity of the TdT variant that generated it. Using this assay, 25,623 unique TdT variants, constructed by site-saturation mutagenesis at strategic positions, were profiled. This resulted in the isolation of several altered-bias TdTs that expanded the capabilities of our TdT-based DNA recording system, Cell HistorY Recording by Ordered InsertioN (CHYRON), by increasing the information density of recording through an unbiased TdT and achieving dual-channel recording of two distinct inducers (hypoxia and Wnt) through two differently biased TdTs. Select TdT variants were also tested in vitro, revealing concordance between each variant's in vitro bias and the in vivo bias determined from the multiplexed high throughput assay. Overall, our work and the multiplex assay it features should support the continued development of TdT-based DNA recorders, in vitro applications of TdT, and further study of the biology of TdT.
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Affiliation(s)
- Courtney K Carlson
- Department of Biomedical Engineering, University of California, Irvine, California 92697, United States
- Center for Synthetic Biology, University of California, Irvine, California 92697, United States
| | - Theresa B Loveless
- Department of Biomedical Engineering, University of California, Irvine, California 92697, United States
- Center for Synthetic Biology, University of California, Irvine, California 92697, United States
- Department of BioSciences, Rice University, Houston, Texas 77005, United States
| | - Marija Milisavljevic
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Patrick I Kelly
- Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, Arizona 82587, United States
- School of Molecular Sciences, Arizona State University, Tempe, Arizona 82587, United States
| | - Jeremy H Mills
- Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, Arizona 82587, United States
- School of Molecular Sciences, Arizona State University, Tempe, Arizona 82587, United States
| | - Keith E J Tyo
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Chang C Liu
- Department of Biomedical Engineering, University of California, Irvine, California 92697, United States
- Center for Synthetic Biology, University of California, Irvine, California 92697, United States
- Department of Molecular Biology & Biochemistry, University of California, Irvine, California 92697, United States
- Department of Chemistry, University of California, Irvine, California 92697, United States
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2
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Niogret G, Chériaux C, Bonhomme F, Levi-Acobas F, Figliola C, Ulrich G, Gasser G, Hollenstein M. A toolbox for enzymatic modification of nucleic acids with photosensitizers for photodynamic therapy. RSC Chem Biol 2024; 5:841-852. [PMID: 39211468 PMCID: PMC11353023 DOI: 10.1039/d4cb00103f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 07/05/2024] [Indexed: 09/04/2024] Open
Abstract
Photodynamic therapy (PDT) is an approved cancer treatment modality. Despite its high efficiency, PDT is limited in terms of specificity and by the poor solubility of the rather lipophilic photosensitizers (PSs). In order to alleviate these limitations, PSs can be conjugated to oligonucleotides. However, most conjugation methods often involve complex organic synthesis and result in the appendage of single modifications at the 3'/5' termini of oligonucleotides. Here, we have investigated the possibility of bioconjugating a range of known PSs by polymerase-mediated synthesis. We have prepared a range of modified nucleoside triphosphates by different conjugation methods and investigated the substrate tolerance of these nucleotides for template-dependent and -independent DNA polymerases. This method represents a mild and versatile approach for the conjugation of single or multiple PSs onto oligonucleotides and can be useful to further improve the efficiency of the PDT treatment.
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Affiliation(s)
- Germain Niogret
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids 28, rue du Docteur Roux 75724 Paris Cedex 15 France
- Chimie ParisTech, PSL University, CNRS, Institute of Chemistry for Life and Health Sciences, Laboratory for Inorganic Chemical Biology 75005 Paris France
| | - Camille Chériaux
- Institut de Chimie et Procédés pour L'Energie, L'Environnement et La Santé (ICPEES), Groupe de Chimie Organique pour Les Matériaux, La Biologie et L'Optique (COMBO), CNRS UMR 7515, École de Chimie, Polymères, Matériaux de Strasbourg (ECPM) 25, Rue Becquerel 67087 Strasbourg Cedex 02 France
| | - Frédéric Bonhomme
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Unité de Chimie Biologique Epigénétique 28, rue du Docteur Roux 75724 Paris Cedex 15 France
| | - Fabienne Levi-Acobas
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids 28, rue du Docteur Roux 75724 Paris Cedex 15 France
| | - Carlotta Figliola
- Institut de Chimie et Procédés pour L'Energie, L'Environnement et La Santé (ICPEES), Groupe de Chimie Organique pour Les Matériaux, La Biologie et L'Optique (COMBO), CNRS UMR 7515, École de Chimie, Polymères, Matériaux de Strasbourg (ECPM) 25, Rue Becquerel 67087 Strasbourg Cedex 02 France
| | - Gilles Ulrich
- Institut de Chimie et Procédés pour L'Energie, L'Environnement et La Santé (ICPEES), Groupe de Chimie Organique pour Les Matériaux, La Biologie et L'Optique (COMBO), CNRS UMR 7515, École de Chimie, Polymères, Matériaux de Strasbourg (ECPM) 25, Rue Becquerel 67087 Strasbourg Cedex 02 France
| | - Gilles Gasser
- Chimie ParisTech, PSL University, CNRS, Institute of Chemistry for Life and Health Sciences, Laboratory for Inorganic Chemical Biology 75005 Paris France
| | - Marcel Hollenstein
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids 28, rue du Docteur Roux 75724 Paris Cedex 15 France
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3
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Carlson CK, Loveless TB, Milisavljevic M, Kelly PI, Mills JH, Tyo KEJ, Liu CC. A massively parallel in vivo assay of TdT mutants yields variants with altered nucleotide insertion biases. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.11.598561. [PMID: 38915690 PMCID: PMC11195295 DOI: 10.1101/2024.06.11.598561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Terminal deoxynucleotidyl transferase (TdT) is a unique DNA polymerase capable of template-independent extension of DNA with random nucleotides. TdT's de novo DNA synthesis ability has found utility in DNA recording, DNA data storage, oligonucleotide synthesis, and nucleic acid labeling, but TdT's intrinsic nucleotide biases limit its versatility in such applications. Here, we describe a multiplexed assay for profiling and engineering the bias and overall activity of TdT variants in high throughput. In our assay, a library of TdTs is encoded next to a CRISPR-Cas9 target site in HEK293T cells. Upon transfection of Cas9 and sgRNA, the target site is cut, allowing TdT to intercept the double strand break and add nucleotides. Each resulting insertion is sequenced alongside the identity of the TdT variant that generated it. Using this assay, 25,623 unique TdT variants, constructed by site-saturation mutagenesis at strategic positions, were profiled. This resulted in the isolation of several altered-bias TdTs that expanded the capabilities of our TdT-based DNA recording system, Cell History Recording by Ordered Insertion (CHYRON), by increasing the information density of recording through an unbiased TdT and achieving dual-channel recording of two distinct inducers (hypoxia and Wnt) through two differently biased TdTs. Select TdT variants were also tested in vitro , revealing concordance between each variant's in vitro bias and the in vivo bias determined from the multiplexed high throughput assay. Overall, our work, and the multiplex assay it features, should support the continued development of TdT-based DNA recorders, in vitro applications of TdT, and further study of the biology of TdT.
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4
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Li Y, Tam WW, Yu Y, Zhuo Z, Xue Z, Tsang C, Qiao X, Wang X, Wang W, Li Y, Tu Y, Gao Y. The application of Aptamer in biomarker discovery. Biomark Res 2023; 11:70. [PMID: 37468977 DOI: 10.1186/s40364-023-00510-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 06/29/2023] [Indexed: 07/21/2023] Open
Abstract
Biomarkers are detectable molecules that can reflect specific physiological states of cells, organs, and organisms and therefore be regarded as indicators for specific diseases. And the discovery of biomarkers plays an essential role in cancer management from the initial diagnosis to the final treatment regime. Practically, reliable clinical biomarkers are still limited, restricted by the suboptimal methods in biomarker discovery. Nucleic acid aptamers nowadays could be used as a powerful tool in the discovery of protein biomarkers. Nucleic acid aptamers are single-strand oligonucleotides that can specifically bind to various targets with high affinity. As artificial ssDNA or RNA, aptamers possess unique advantages compared to conventional antibodies. They can be flexible in design, low immunogenicity, relative chemical/thermos stability, as well as modifying convenience. Several SELEX (Systematic Evolution of Ligands by Exponential Enrichment) based methods have been generated recently to construct aptamers for discovering new biomarkers in different cell locations. Secretome SELEX-based aptamers selection can facilitate the identification of secreted protein biomarkers. The aptamers developed by cell-SELEX can be used to unveil those biomarkers presented on the cell surface. The aptamers from tissue-SELEX could target intracellular biomarkers. And as a multiplexed protein biomarker detection technology, aptamer-based SOMAScan can analyze thousands of proteins in a single run. In this review, we will introduce the principle and workflow of variations of SELEX-based methods, including secretome SELEX, ADAPT, Cell-SELEX and tissue SELEX. Another powerful proteome analyzing tool, SOMAScan, will also be covered. In the second half of this review, how these methods accelerate biomarker discovery in various diseases, including cardiovascular diseases, cancer and neurodegenerative diseases, will be discussed.
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Affiliation(s)
- Yongshu Li
- Center for Advanced Measurement Science, National Institute of Metrology, Beijing, China.
- Shenzhen Institute for Technology Innovation, National Institute of Metrology, Shenzhen, China.
| | - Winnie Wailing Tam
- Law Sau Fai Institute for Advancing Translational Medicine in Bone and Joint Diseases (TMBJ), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong SAR, China
| | - Yuanyuan Yu
- Law Sau Fai Institute for Advancing Translational Medicine in Bone and Joint Diseases (TMBJ), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong SAR, China
| | - Zhenjian Zhuo
- State Key Laboratory of Chemical Oncogenomic, Peking University Shenzhen Graduate School, Shenzhen, China
- Laboratory Animal Center, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen, 518055, China
| | - Zhichao Xue
- Shenzhen Institute for Technology Innovation, National Institute of Metrology, Shenzhen, China
| | - Chiman Tsang
- Department of Anatomical and Cellular Pathology, State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Hong Kong, China
| | - Xiaoting Qiao
- Center for Advanced Measurement Science, National Institute of Metrology, Beijing, China
| | - Xiaokang Wang
- Department of Pharmacy, Shenzhen Longhua District Central Hospital, Shenzhen, China
| | - Weijing Wang
- Shantou University Medical College, Shantou, China
| | - Yongyi Li
- Laboratory Animal Center, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen, 518055, China
| | - Yanyang Tu
- Research Center, Huizhou Central People's Hospital, Guangdong Medical University, Huizhou City, China.
| | - Yunhua Gao
- Center for Advanced Measurement Science, National Institute of Metrology, Beijing, China.
- Shenzhen Institute for Technology Innovation, National Institute of Metrology, Shenzhen, China.
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Chen C, Qi M, Fu C, He R, Chen L, Hu J. Ps -Pt nanozyme-based synergistic signal amplification biosensor for highly sensitive colorimetric detection of protein. Talanta 2023; 263:124700. [PMID: 37247452 DOI: 10.1016/j.talanta.2023.124700] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 04/04/2023] [Accepted: 05/22/2023] [Indexed: 05/31/2023]
Abstract
Immunosorbent assay is one of the most popular immunological screening techniques which has been widely used for the clinical diagnosis of alpha-fetoprotein (AFP). While traditional immunosorbent assay (ELISA) suffers from low detection sensitivity due to its low intensity of colorimetric signal. To improve the sensitivity of AFP detection, we developed a new and sensitive immunocolorimetric biosensor by combining Ps-Pt nanozyme with terminal deoxynucleotidyl transferase (TdT)-mediated polymerization reaction. The determination of AFP was achieved by measuring the visual color intensity produced by the catalytic oxidation reaction of the 3,3',5,5'-tetramethylbenzidine (TMB) solution with Ps-Pt and horseradish peroxidase (HRP). Owing to the synergistic catalysis of Ps-Pt and horseradish peroxidase HRP enriched in polymerized amplification products, this biosensor exhibited a significant color change within 25 s in the presence of 10-500 pg/mL AFP. This proposed method allowed for the specific detection of AFP with a detection limit of 4.30 pg/mL and even 10 pg/mL target protein could be distinguished clearly by visual observation. Furthermore, this biosensor could be applied to analysis of AFP in the complex sample and could be easily extended to the detection of other proteins.
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Affiliation(s)
- Chaohui Chen
- State Key Laboratory of Precision Blasting, Jianghan University, Wuhan 430056, PR China; Key Laboratory of Optoelectronic Chemical Materials and Devices of Ministry of Education, College of Photoelectric Materials and Technology, Jianghan University, Wuhan 430056, Hubei, China.
| | - Mengting Qi
- Key Laboratory of Optoelectronic Chemical Materials and Devices of Ministry of Education, College of Photoelectric Materials and Technology, Jianghan University, Wuhan 430056, Hubei, China
| | - Cheng Fu
- State Key Laboratory of Precision Blasting, Jianghan University, Wuhan 430056, PR China; Key Laboratory of Optoelectronic Chemical Materials and Devices of Ministry of Education, College of Photoelectric Materials and Technology, Jianghan University, Wuhan 430056, Hubei, China
| | - Rongxiang He
- State Key Laboratory of Precision Blasting, Jianghan University, Wuhan 430056, PR China; Key Laboratory of Optoelectronic Chemical Materials and Devices of Ministry of Education, College of Photoelectric Materials and Technology, Jianghan University, Wuhan 430056, Hubei, China
| | - Long Chen
- Department of Respiratory and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, China
| | - Jiao Hu
- State Key Laboratory of Precision Blasting, Jianghan University, Wuhan 430056, PR China; Hubei Key Laboratory of Environmental and Health Effects of Persistent Toxic Substances, School of Environment and Health, Jianghan University, Wuhan, 430056, Hubei, China.
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Ashley J, Potts IG, Olorunniji FJ. Applications of Terminal Deoxynucleotidyl Transferase Enzyme in Biotechnology. Chembiochem 2023; 24:e202200510. [PMID: 36342345 DOI: 10.1002/cbic.202200510] [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: 09/01/2022] [Revised: 11/04/2022] [Indexed: 11/09/2022]
Abstract
The use of polymerase enzymes in biotechnology has allowed us to gain unprecedented control over the manipulation of DNA, opening up new and exciting applications in areas such as biosensing, polynucleotide synthesis, and DNA storage, aptamer development and DNA-nanotechnology. One of the most intriguing enzymes which has gained prominence in the last decade is terminal deoxynucleotidyl transferase (TdT), which is one of the only polymerase enzymes capable of catalysing the template independent stepwise addition of nucleotides onto an oligonucleotide chain. This unique enzyme has seen a significant increase in a variety of different applications. In this review, we give a comprehensive discussion of the unique properties and applications of TdT as a biotechnology tool, and the application in the enzymatic synthesis of poly/oligonucleotides. Finally, we look at the increasing role of TdT enzyme in biosensing, DNA storage, synthesis of DNA nanostructures and aptamer development, and give a future outlook for this technology.
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Affiliation(s)
- Jon Ashley
- School of Pharmaceutical and Biomolecular Sciences, Liverpool John Moores University, James Parsons Building, 3 Byrom St, Liverpool, L3 3AF, UK
| | - Indiia G Potts
- School of Pharmaceutical and Biomolecular Sciences, Liverpool John Moores University, James Parsons Building, 3 Byrom St, Liverpool, L3 3AF, UK
| | - Femi J Olorunniji
- School of Pharmaceutical and Biomolecular Sciences, Liverpool John Moores University, James Parsons Building, 3 Byrom St, Liverpool, L3 3AF, UK
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Li Y, Zhao J, Xue Z, Tsang C, Qiao X, Dong L, Li H, Yang Y, Yu B, Gao Y. Aptamer nucleotide analog drug conjugates in the targeting therapy of cancers. Front Cell Dev Biol 2022; 10:1053984. [PMID: 36544906 PMCID: PMC9760908 DOI: 10.3389/fcell.2022.1053984] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 11/21/2022] [Indexed: 12/12/2022] Open
Abstract
Aptamers are short single-strand oligonucleotides that can form secondary and tertiary structures, fitting targets with high affinity and specificity. They are so-called "chemical antibodies" and can target specific biomarkers in both diagnostic and therapeutic applications. Systematic evolution of ligands by exponential enrichment (SELEX) is usually used for the enrichment and selection of aptamers, and the targets could be metal ions, small molecules, nucleotides, proteins, cells, or even tissues or organs. Due to the high specificity and distinctive binding affinity of aptamers, aptamer-drug conjugates (ApDCs) have demonstrated their potential role in drug delivery for cancer-targeting therapies. Compared with antibodies which are produced by a cell-based bioreactor, aptamers are chemically synthesized molecules that can be easily conjugated to drugs and modified; however, the conventional ApDCs conjugate the aptamer with an active drug using a linker which may add more concerns to the stability of the ApDC, the drug-releasing efficiency, and the drug-loading capacity. The function of aptamer in conventional ApDC is just as a targeting moiety which could not fully perform the advantages of aptamers. To address these drawbacks, scientists have started using active nucleotide analogs as the cargoes of ApDCs, such as clofarabine, ara-guanosine, gemcitabine, and floxuridine, to replace all or part of the natural nucleotides in aptamer sequences. In turn, these new types of ApDCs, aptamer nucleotide analog drug conjugates, show the strength for targeting efficacy but avoid the complex drug linker designation and improve the synthetic efficiency. More importantly, these classic nucleotide analog drugs have been used for many years, and aptamer nucleotide analog drug conjugates would not increase any unknown druggability risk but improve the target tumor accumulation. In this review, we mainly summarized aptamer-conjugated nucleotide analog drugs in cancer-targeting therapies.
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Affiliation(s)
- Yongshu Li
- College of Physics and Optoelectronic Engineering, Shenzhen University, Shenzhen, China,Shenzhen Institute for Technology Innovation, National Institute of Metrology, Shenzhen, China,Center for Advanced Measurement Science, National Institute of Metrology, Beijing, China,*Correspondence: Yongshu Li, ; Yunhua Gao,
| | - Jing Zhao
- Scientific Research Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Zhichao Xue
- Center for Advanced Measurement Science, National Institute of Metrology, Beijing, China
| | - Chiman Tsang
- Department of Anatomical and Cellular Pathology, State Key Laboratory of Translational Oncology, The Chinese University of Hong Kong, Hong Kong, China
| | - Xiaoting Qiao
- Shenzhen Institute for Technology Innovation, National Institute of Metrology, Shenzhen, China
| | - Lianhua Dong
- Shenzhen Institute for Technology Innovation, National Institute of Metrology, Shenzhen, China,Center for Advanced Measurement Science, National Institute of Metrology, Beijing, China
| | - Huijie Li
- Shenzhen Institute for Technology Innovation, National Institute of Metrology, Shenzhen, China
| | - Yi Yang
- Shenzhen Institute for Technology Innovation, National Institute of Metrology, Shenzhen, China
| | - Bin Yu
- College of Physics and Optoelectronic Engineering, Shenzhen University, Shenzhen, China
| | - Yunhua Gao
- Shenzhen Institute for Technology Innovation, National Institute of Metrology, Shenzhen, China,Center for Advanced Measurement Science, National Institute of Metrology, Beijing, China,*Correspondence: Yongshu Li, ; Yunhua Gao,
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He X, Shi Y, Zeng Z, Tang B, Xiao X, Yu J, Zou P, Liu J, Xiao Y, Luo Y, Xiao R. Intimate intertwining of the pathogenesis of hypoxia and systemic sclerosis: A transcriptome integration analysis. Front Immunol 2022; 13:929289. [PMID: 36389675 PMCID: PMC9660309 DOI: 10.3389/fimmu.2022.929289] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 09/13/2022] [Indexed: 03/30/2024] Open
Abstract
OBJECTIVES Systemic sclerosis (SSc) is an autoimmune disease caused by various pathogenic factors, including hypoxia. Hypoxia stimulates the production of the extracellular matrix to promote fibrosis. However, the integrated function and the underlying mechanism of hypoxia in SSc are unclear. METHODS In the present study, we used Agilent SurePrint G3 Human Gene Expression v3 for the transcriptional sequencing of fibroblasts with and without hypoxia to detect differentially expressed genes (DEGs) in hypoxia. We analyzed the results with the transcriptome data of SSc lesions (GSE95065) to select the co-DEGs. Then, Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were performed on the basis of the co-DEGs using the R package ClusterProfiler, which showed that hypoxia and cross talk of hypoxia with other pathogenic factors are involved in the pathogenesis of SSc. Furthermore, we constructed a protein-protein interaction (PPI) network of co-DEGs and screened two significant functional expression modules. RESULTS We identified nine hub genes (ALDH1A1, EGF, NOX4, LYN, DNTT, PTGS2, TKT, ACAA2, and ALDH3A1). These genes affect the pentose phosphate pathway, oxidative stress, and lipolysis. CONCLUSION Our study provides insights into the mechanisms underlying the effects of hypoxia on SSc pathogenesis, which will help to better understand SSc pathogenesis and develop new therapeutic strategies for SSc.
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Affiliation(s)
- Xinglan He
- Hunan Key Laboratory of Medical Epigenetics, Department of Dermatology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yaqian Shi
- Hunan Key Laboratory of Medical Epigenetics, Department of Dermatology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Zhuotong Zeng
- Hunan Key Laboratory of Medical Epigenetics, Department of Dermatology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Bingsi Tang
- Hunan Key Laboratory of Medical Epigenetics, Department of Dermatology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Xuan Xiao
- Hunan Key Laboratory of Medical Epigenetics, Department of Dermatology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Jiangfan Yu
- Hunan Key Laboratory of Medical Epigenetics, Department of Dermatology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Puyu Zou
- Hunan Key Laboratory of Medical Epigenetics, Department of Dermatology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Jiani Liu
- Hunan Key Laboratory of Medical Epigenetics, Department of Dermatology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yangfan Xiao
- Department of Anesthesiology, Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yangyang Luo
- Department of Dermatology, Hunan Children's Hospital, Changsha, China
| | - Rong Xiao
- Hunan Key Laboratory of Medical Epigenetics, Department of Dermatology, The Second Xiangya Hospital, Central South University, Changsha, China
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9
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Shang H, Peng Y, Yao L, Zheng Z, Li H, Chen W, Xu J. Self-Customized Multichannel Exponential Amplifications Regulate Powered Monitoring of Terminal Deoxynucleotidyl Transferase Activity. Anal Chem 2022; 94:11401-11408. [PMID: 35916369 DOI: 10.1021/acs.analchem.2c02427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The discovery and function analysis of terminal deoxynucleotidyl transferase (TdT) add a new dimension to the understanding of leukemia mechanisms and stimulate the development of new analytical tools for leukemia diagnosis. Herein, taking advantage of the inherent property of TdT for performing DNA synthesis using only single-stranded DNA as the nucleic acid substrate, we developed a self-customized multichannel exponential amplification (SMEA) system for the fluorescent sensing of TdT activity. The SMEA design employs an intermolecular DNA interaction made of a nicking site-incorporated elongation primer (EP) and a nicking site-incorporated poly-thymine tailed molecular beacon (Poly-T-MB). The absence of TdT is unable to bridge the relationship between EP and Poly-T-MB, ensuring the SMEA has an ultralow background. The presence of TdT, however, leads to the elongation of EP to poly-adenine tailed EP (Poly-A-EP) under a dATP pool responsible for further hybridization with numerous Poly-T-MB. With the aid of polymerase and nickase to react with the hybridization product of Poly-A-EP/(Poly-T-MB)n, it can cause bidirectional strand nicking, polymerization, and displacement in many cycles and channels. In this case, the SMEA is found to be associated with the configuration transformation and splitting of all Poly-T-MBs for a significant fluorescence enhancement. Depending on this high target signal amplification and strong background inhibition abilities, the SMEA sensing system is powerful for the qualitative and quantitative determination of TdT activity, showing that it has great promise for biomedical study and disease diagnosis.
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Affiliation(s)
- Huijie Shang
- Engineering Research Center of Bio-process, Ministry of Education, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Yubo Peng
- Engineering Research Center of Bio-process, Ministry of Education, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Li Yao
- Engineering Research Center of Bio-process, Ministry of Education, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Zhi Zheng
- Engineering Research Center of Bio-process, Ministry of Education, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China.,Key Laboratory for Agricultural Products Processing of Anhui Province, Hefei University of Technology, Hefei 230009, China
| | - Hongxia Li
- Department of Oncology, Hefei First People's Hospital, Third Affiliated Hospital of Anhui Medical University, Hefei 230032, China
| | - Wei Chen
- Engineering Research Center of Bio-process, Ministry of Education, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China
| | - Jianguo Xu
- Engineering Research Center of Bio-process, Ministry of Education, School of Food and Biological Engineering, Hefei University of Technology, Hefei 230009, China.,Key Laboratory for Agricultural Products Processing of Anhui Province, Hefei University of Technology, Hefei 230009, China
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10
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Hu Z, Ye W, Zhang Z, Xie T, Yuan W, Wu T. Sensitive detection of abasic sites in double-stranded DNA based on the selective reaction of enzymes. Anal Chim Acta 2022; 1223:340220. [DOI: 10.1016/j.aca.2022.340220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 07/26/2022] [Accepted: 07/28/2022] [Indexed: 11/28/2022]
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Vacacela J, Schaap‐Johansen A, Manikova P, Marcatili P, Prado M, Sun Y, Ashley J. The Protein‐Templated Synthesis of Enzyme‐Generated Aptamers. Angew Chem Int Ed Engl 2022; 61:e202201061. [PMID: 35167174 PMCID: PMC9314878 DOI: 10.1002/anie.202201061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Indexed: 01/15/2023]
Abstract
Inspired by the chemical synthesis of molecularly imprinted polymers, we demonstrated for the first time, the protein‐target mediated synthesis of enzyme‐generated aptamers (EGAs). We prepared pre‐polymerisation mixtures containing different ratios of nucleotides, an initiator sequence and protein template and incubated each mixture with terminal deoxynucleotidyl transferase (TdT). Upon purification and rebinding of the EGAs against the target, we observed an enhancement in binding of templated‐EGAs towards the target compared to a non‐templated control. These results demonstrate the presence of two primary mechanisms for the formation of EGAs, namely, the binding of random sequences to the target as observed in systematic evolution of ligands by exponential enrichment (SELEX) and the dynamic competition between TdT enzyme and the target protein for binding of EGAs during synthesis. The latter mechanism serves to increase the stringency of EGA‐based screening and represents a new way to develop aptamers that relies on rational design.
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Affiliation(s)
- Julio Vacacela
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Anna‐Lisa Schaap‐Johansen
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Patricia Manikova
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Paolo Marcatili
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Marta Prado
- International Iberian Nanotechnology Laboratory (INL) Av. Mestre José Veiga Braga 4715-330 Portugal
| | - Yi Sun
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Jon Ashley
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
- School of Pharmacy and Biomolecular Sciences Liverpool John Moores University Byrom Street Liverpool L3 3AF UK
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Vacacela J, Schaap‐Johansen A, Manikova P, Marcatili P, Prado M, Sun Y, Ashley J. The Protein‐Templated Synthesis of Enzyme‐Generated Aptamers. Angew Chem Int Ed Engl 2022. [DOI: 10.1002/ange.202201061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Julio Vacacela
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Anna‐Lisa Schaap‐Johansen
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Patricia Manikova
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Paolo Marcatili
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Marta Prado
- International Iberian Nanotechnology Laboratory (INL) Av. Mestre José Veiga Braga 4715-330 Portugal
| | - Yi Sun
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
| | - Jon Ashley
- Department of Health Technology Technical University of Denmark Ørsteds Pl. 345C Kgs. Lyngby 2800 Denmark
- School of Pharmacy and Biomolecular Sciences Liverpool John Moores University Byrom Street Liverpool L3 3AF UK
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Lu X, Li J, Li C, Lou Q, Peng K, Cai B, Liu Y, Yao Y, Lu L, Tian Z, Ma H, Wang W, Cheng J, Guo X, Jiang H, Ma Y. Enzymatic DNA Synthesis by Engineering Terminal Deoxynucleotidyl Transferase. ACS Catal 2022. [DOI: 10.1021/acscatal.1c04879] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Xiaoyun Lu
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
- School of Ecology and Environment, Northwestern Polytechnical University, Xi’an, Shanxi 710072, China
- Zhonghe Gene Technology Co., Ltd., Tianjin 300308, China
| | - Jinlong Li
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Congyu Li
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Tianjin University of Science&Technology, Tianjin 300457, China
| | - Qianqian Lou
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Kai Peng
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Bijun Cai
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Ying Liu
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Yonghong Yao
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Lina Lu
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Zhenyang Tian
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Hongwu Ma
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Wen Wang
- School of Ecology and Environment, Northwestern Polytechnical University, Xi’an, Shanxi 710072, China
| | - Jian Cheng
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Xiaoxian Guo
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Huifeng Jiang
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Yanhe Ma
- National Center of Technology Innovation for Synthetic Biology, Tianjin 300308, China
- Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
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Framework nucleic acid-wrapped protein-inorganic hybrid nanoflowers with three-stage amplified fluorescence polarization for terminal deoxynucleotidyl transferase activity biosensing. Biosens Bioelectron 2021; 193:113564. [PMID: 34416433 DOI: 10.1016/j.bios.2021.113564] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 08/07/2021] [Accepted: 08/10/2021] [Indexed: 11/21/2022]
Abstract
Herein, we proposed a terminal deoxynucleotidyl transferase (TdT), a potential biomarker of lymphoid tumors, responsive fluorescence polarization (FP)- sensing protocol based on framework nucleic acid (FNA)-wrapped protein-inorganic hybrid nanoflowers. To achieve this goal, a pair of poly-A-composed extension primers (EPa and EPb) was designed, and protein-inorganic hybrid nanoflowers were synthesized by a biomineralization reaction. EPa was labeled with carboxyfluorescein (FAM) fluorophore to create the preliminary FP signal. EPb was labeled with biotin to conjugate with hybrid nanoflowers. Upon introduction of TdT into the dTTP pool, both EPa and EPb can be catalyzed by TdT to incorporate numerous T bases, thereby facilitating intermolecular hybridization between 'A' and 'T' bases. The final assembled FNA-wrapped hybrid nanoflowers with greatly enhanced molecular volume and weight restrict the free rotation of attached FAMs, causing a great FP enhancement from a designated three-stage FP amplification. Under optimized conditions, the TdT can be detected with a detection limit of 0.023 U/mL and a linear detection from 0.1 U/mL to 100 U/mL within 20 min. As a proof-of-concept study, the first exploitation of FNA and protein-inorganic nanoflowers to improve the FP signal and the merit of FP without sample separation and washing opens a new avenue for biochemical study and disease diagnosis.
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Naseri M, Halder A, Mohammadniaei M, Prado M, Ashley J, Sun Y. A multivalent aptamer-based electrochemical biosensor for biomarker detection in urinary tract infection. Electrochim Acta 2021. [DOI: 10.1016/j.electacta.2021.138644] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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