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Kállai BM, Sawasaki T, Endo Y, Mészáros T. Half a Century of Progress: The Evolution of Wheat Germ-Based In Vitro Translation into a Versatile Protein Production Method. Int J Mol Sci 2025; 26:3577. [PMID: 40332070 PMCID: PMC12026531 DOI: 10.3390/ijms26083577] [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: 03/07/2025] [Revised: 04/04/2025] [Accepted: 04/08/2025] [Indexed: 05/08/2025] Open
Abstract
The first demonstration of wheat germ extract (WGE)-based in vitro translation synthesising a protein from exogenously introduced messenger ribonucleic acid (mRNA) was published approximately fifty years ago. Since then, there have been numerous crucial improvements to the WGE-based in vitro translation, resulting in a significant increase in yield and the development of high-throughput protein-producing platforms. These developments have transformed the original setup into a versatile eukaryotic protein production method with broad applications. The present review explores the theoretical background of the implemented modifications and brings a panel of examples for WGE applications in high-throughput protein studies and synthesis of challenging-to-produce proteins such as protein complexes, extracellular proteins, and membrane proteins. It also highlights the unique advantages of in vitro translation as an open system for synthesising radioactively labelled proteins, as illustrated by numerous publications using WGE to meet the protein demands of these studies. This review aims to orientate readers in finding the most appropriate WGE arrangement for their specific needs and demonstrate that a deeper understanding of the system modifications will help them make further adjustments to the reaction conditions for synthesising difficult-to-express proteins.
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Affiliation(s)
- Brigitta M. Kállai
- Department of Molecular Biology, Semmelweis University, Tűzoltó u. 37-47, H-1094 Budapest, Hungary;
| | - Tatsuya Sawasaki
- Proteo-Science Center, Ehime University, 3 Bunkyo-cho, Matsuyama 790-8577, Japan;
| | - Yaeta Endo
- Ehime Prefectural University of Health Sciences, 543 Takooda, Tobe-cho 791-2101, Iyo-gun, Japan;
| | - Tamás Mészáros
- Department of Molecular Biology, Semmelweis University, Tűzoltó u. 37-47, H-1094 Budapest, Hungary;
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Bai X, Dong N, Cao N, Zhou M, Yuan J, Zhang Y, Liu Y, Zhang J, Chen T, Liu F, Sun W, Zheng Y, Zhao W, Shu Q, Gao C, Liu B. ZNF593 regulates the cGAS-mediated innate immune response by attenuating cGAS-DNA binding. Cell Death Differ 2025:10.1038/s41418-025-01508-5. [PMID: 40210981 DOI: 10.1038/s41418-025-01508-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 03/24/2025] [Accepted: 03/27/2025] [Indexed: 04/12/2025] Open
Abstract
The enzyme cyclic GMP-AMP synthase (cGAS) is essential for detecting aberrantly located double-stranded DNA (dsDNA) from genomic, mitochondrial, and microbial origins. Through the synthesis of 2'3'-cGAMP, cGAS triggers the activation of the stimulator of interferon genes pathway, which initiates in vivo innate immune responses. Here, we identify zinc finger proteins ZNF593, which translocate from the nucleus to the cytoplasm after viral infection, as a negative regulator of antiviral type I IFN (IFN-I) production. ZNF593 directly binds to cGAS and suppresses its activation by inhibiting the cGAS-dsDNA interaction. ZNF593 deficiency increases IRF3 nuclear translocation and promotes DNA virus-triggered IFN production. Furthermore, ZNF593 deficiency promotes antiviral innate responses in vivo, improving survival rates in mice against HSV-1 infection. We further find that ZNF593 plays a protective role in systemic lupus erythematosus (SLE) pathology. Notably, replenishing ZNF593 effectively reduced IFN production in peripheral blood mononuclear cells (PBMCs) of SLE patients or in the TMPD-induced murine SLE model. Our findings suggest that ZNF593 negatively regulates IFN-β signaling by targeting cGAS activation, providing new insights into the regulatory mechanisms for antiviral defenses and autoimmune diseases.
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Affiliation(s)
- Xuemei Bai
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Na Dong
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Nan Cao
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Min Zhou
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Jiahua Yuan
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Yuling Zhang
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Yaxing Liu
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - JiaJia Zhang
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Tian Chen
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Pathogenic Biology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Feng Liu
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Wanwei Sun
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Yi Zheng
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Wei Zhao
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China
| | - Qiang Shu
- Department of Rheumatology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong Province, PR China
| | - Chengjiang Gao
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China.
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China.
| | - Bingyu Liu
- Key Laboratory of Infection, Immunity and prevention of Shandong Province & Key Laboratory for Experimental Teratology of Ministry of Education, Shandong University, Jinan, Shandong, PR China.
- Department of Immunology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, PR China.
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Zhang Y, Tang X, Wang C, Wang M, Li M, Li X, Yao L, Xu Y. Zinc finger protein 593 promotes breast cancer development by ensuring DNA damage repair and cell-cycle progression. iScience 2024; 27:111513. [PMID: 39758980 PMCID: PMC11699609 DOI: 10.1016/j.isci.2024.111513] [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: 07/01/2024] [Revised: 09/12/2024] [Accepted: 11/28/2024] [Indexed: 01/07/2025] Open
Abstract
Breast cancer, a common malignancy and top cause of female cancer deaths globally, urgently requires new biomarkers and insights into its progression and chemoresistance. In this study, we identify ZNF593, a member of the zinc finger protein family, as an understudied oncogene in breast cancer. ZNF593 is significantly upregulated in breast cancer tissues compared to adjacent normal tissues, which is linked to poor prognosis and advanced clinicopathological features. In vitro experiments demonstrate that ZNF593 enhances the proliferation and migration capabilities of breast cancer cells. Comprehensive analyses reveal that ZNF593 is associated with DNA damage repair, cell-cycle regulation, and immunity-related pathways. Mechanistically, ZNF593 protects DNA repair and influences sensitivity to the associated chemotherapy. Furthermore, ZNF593 modulates CCND1, CCNE1, and CCNA2, genes encoding cyclins that facilitate the G1/S transition, resulting in cell-cycle progression. Collectively, our findings identify ZNF593 as a potential therapeutic target for breast cancer, affecting progression and chemoresistance.
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Affiliation(s)
- Yingfan Zhang
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Xiaowen Tang
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Chenxin Wang
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Mozhi Wang
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Meng Li
- General Surgery Department, Dandong Central Hospital, China Medical University, Dandong, Liaoning, China
| | - Xiang Li
- Department of Ultrasound, the First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Litong Yao
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yingying Xu
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang, Liaoning, China
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Hsu E, Hutchison K, Liu Y, Nicolet CM, Schreiner S, Zemke N, Farnham P. Reduction of ZFX levels decreases histone H4 acetylation and increases Pol2 pausing at target promoters. Nucleic Acids Res 2024; 52:6850-6865. [PMID: 38726870 PMCID: PMC11229363 DOI: 10.1093/nar/gkae372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 04/21/2024] [Accepted: 04/25/2024] [Indexed: 07/09/2024] Open
Abstract
The ZFX transcriptional activator binds to CpG island promoters, with a major peak at ∼200-250 bp downstream from transcription start sites. Because ZFX binds within the transcribed region, we investigated whether it regulates transcriptional elongation. We used GRO-seq to show that loss or reduction of ZFX increased Pol2 pausing at ZFX-regulated promoters. To further investigate the mechanisms by which ZFX regulates transcription, we determined regions of the protein needed for transactivation and for recruitment to the chromatin. Interestingly, although ZFX has 13 grouped zinc fingers, deletion of the first 11 fingers produces a protein that can still bind to chromatin and activate transcription. We next used TurboID-MS to detect ZFX-interacting proteins, identifying ZNF593, as well as proteins that interact with the N-terminal transactivation domain (which included histone modifying proteins), and proteins that interact with ZFX when it is bound to the chromatin (which included TAFs and other histone modifying proteins). Our studies support a model in which ZFX enhances elongation at target promoters by recruiting H4 acetylation complexes and reducing pausing.
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Affiliation(s)
- Emily Hsu
- Department of Biochemistry and Molecular Medicine and the Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Katherine Hutchison
- Department of Biochemistry and Molecular Medicine and the Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Yao Liu
- Department of Biochemistry and Molecular Medicine and the Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Charles M Nicolet
- Department of Biochemistry and Molecular Medicine and the Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Shannon Schreiner
- Department of Biochemistry and Molecular Medicine and the Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Nathan R Zemke
- Department of Cellular and Molecular Medicine, UCSD School of Medicine, La Jolla, CA 92093, USA
| | - Peggy J Farnham
- Department of Biochemistry and Molecular Medicine and the Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
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5
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Nordenskjöld A, Arkani S, Pettersson M, Winberg J, Cao J, Fossum M, Anderberg M, Barker G, Holmdahl G, Lundin J. Copy number variants suggest different molecular pathways for the pathogenesis of bladder exstrophy. Am J Med Genet A 2023; 191:378-390. [PMID: 36349425 PMCID: PMC10100507 DOI: 10.1002/ajmg.a.63031] [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: 07/04/2022] [Revised: 08/05/2022] [Accepted: 10/07/2022] [Indexed: 11/10/2022]
Abstract
Bladder exstrophy is a rare congenital malformation leaving the urinary bladder open in the midline of the abdomen at birth. There is a clear genetic background with chromosome aberrations, but so far, no consistent findings apart from 22q11-duplications detected in about 2%-3% of all patients. Some genes are implicated like the LZTR1, ISL1, CELSR3, and the WNT3 genes, but most are not explained molecularly. We have performed chromosomal microarray analysis on a cohort of 140 persons born with bladder exstrophy to look for submicroscopic chromosomal deletions and duplications. Pathogenic or possibly pathogenic microdeletions or duplications were found in 16 patients (11.4%) and further 9 with unknown significance. Two findings were in regions linked to known syndromes, two findings involved the same gene (MCC), and all other findings were unique. A closer analysis suggests a few gene networks that are involved in the pathogenesis of bladder exstrophy; the WNT-signaling pathway, the chromosome 22q11 region, the RIT2 and POU families, and involvement of the Golgi apparatus. Bladder exstrophy is a rare malformation and is reported to be associated with several chromosome aberrations. Our data suggest involvement of some specific molecular pathways.
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Affiliation(s)
- Agneta Nordenskjöld
- Department of Women's and Children's Health, and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.,Pediatric Surgery, Astrid Lindgren Children Hospital, Karolinska University Hospital, Stockholm, Sweden
| | - Samara Arkani
- Department of Women's and Children's Health, and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.,Department of Urology, Danderyds Hospital, Danderyd, Sweden
| | - Maria Pettersson
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden.,Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Johanna Winberg
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden.,Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Jia Cao
- Department of Women's and Children's Health, and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Magdalena Fossum
- Department of Women's and Children's Health, and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.,Department of Pediatric Surgery, Copenhagen University, Righospitalet, København, Denmark
| | - Magnus Anderberg
- Department of Pediatric Surgery, Skåne University Hospital, Lund, Sweden.,Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Gillian Barker
- Department of Pediatric Surgery, Uppsala Academic Hospital, Uppsala, Sweden
| | - Gundela Holmdahl
- Department of Women's and Children's Health, and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.,Pediatric Surgery, Astrid Lindgren Children Hospital, Karolinska University Hospital, Stockholm, Sweden.,Sahlgrenska Academy, Women's and Children's Health, Gothenburg, Sweden.,Department of Pediatric Surgery, Queen Silvia's Children's Hospital, Gothenburg, Sweden
| | - Johanna Lundin
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden.,Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
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Neuhaus D. Zinc finger structure determination by NMR: Why zinc fingers can be a handful. PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY 2022; 130-131:62-105. [PMID: 36113918 PMCID: PMC7614390 DOI: 10.1016/j.pnmrs.2022.07.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 07/09/2022] [Accepted: 07/10/2022] [Indexed: 06/07/2023]
Abstract
Zinc fingers can be loosely defined as protein domains containing one or more tetrahedrally-co-ordinated zinc ions whose role is to stabilise the structure rather than to be involved in enzymatic chemistry; such zinc ions are often referred to as "structural zincs". Although structural zincs can occur in proteins of any size, they assume particular significance for very small protein domains, where they are often essential for maintaining a folded state. Such small structures, that sometimes have only marginal stability, can present particular difficulties in terms of sample preparation, handling and structure determination, and early on they gained a reputation for being resistant to crystallisation. As a result, NMR has played a more prominent role in structural studies of zinc finger proteins than it has for many other types of proteins. This review will present an overview of the particular issues that arise for structure determination of zinc fingers by NMR, and ways in which these may be addressed.
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Affiliation(s)
- David Neuhaus
- MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK.
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Wang Q, Zhang YS, Peng QL, Wen B, Gao JZ, Chen ZZ. Distinct skin morphological and transcriptomic profiles between wild and albino Oscar Astronotus ocellatus. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. PART D, GENOMICS & PROTEOMICS 2022; 41:100944. [PMID: 34864613 DOI: 10.1016/j.cbd.2021.100944] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 11/14/2021] [Accepted: 11/16/2021] [Indexed: 06/13/2023]
Abstract
Oscar Astronotus ocellatus is an important ornamental fish, including albino and wild varieties. Albino individuals attract aquarium hobbyists due to their unique body color, but studies on the species' albinism mechanism are currently scarce. Here, we investigated the morphological and transcriptomic profiles of the skin of albino and wild Oscar. The results showed that the albino type had fewer oval-shaped melanophores and immature melanosomes but that the wild type contained more stellate-shaped melanophores and mature melanosomes. Albino Oscar had a degenerative pigment layer without obvious melanin deposition and content, while the wild type contained more concentrated melanin within the pigment layer. A total of 272,392 unigenes were detected, 109 of which were identified as differentially expressed genes (DEGs) between albino and wild Oscar. Pathways of DEGs, including those involved in complement and coagulation cascades, novobiocin biosynthesis, Th1 and Th2 cell differentiation, and tropane, piperidine and pyridine alkaloid biosynthesis, were significantly enriched. DEGs, including upregulated Sfrp5 and Tat, and downregulated Wnt-10a, Ppp3c, Notch1 and Trim27 involved in the Wnt signaling pathway, Notch signaling pathway, tyrosine metabolism, MAPK signaling pathway and melanogenesis, might be associated with the albinism of Oscar. This study characterized the difference in melanophore morphology between wild and albino Oscar and identified some albinism-related candidate genes and signaling pathways, helping to understand the genetic mechanism of fish albinism.
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Affiliation(s)
- Qin Wang
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture and Rural Affairs, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China; Shanghai Collaborative Innovation for Aquatic Animal Genetics and Breeding, Shanghai Ocean University, Shanghai 201306, China; Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China
| | - Yan-Shen Zhang
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture and Rural Affairs, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China; Shanghai Collaborative Innovation for Aquatic Animal Genetics and Breeding, Shanghai Ocean University, Shanghai 201306, China; Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China
| | - Qi-Lin Peng
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture and Rural Affairs, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China; Shanghai Collaborative Innovation for Aquatic Animal Genetics and Breeding, Shanghai Ocean University, Shanghai 201306, China; Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China
| | - Bin Wen
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture and Rural Affairs, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China; Shanghai Collaborative Innovation for Aquatic Animal Genetics and Breeding, Shanghai Ocean University, Shanghai 201306, China; Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China; National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai 201306, China.
| | - Jian-Zhong Gao
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture and Rural Affairs, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China; Shanghai Collaborative Innovation for Aquatic Animal Genetics and Breeding, Shanghai Ocean University, Shanghai 201306, China; Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China; National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai 201306, China
| | - Zai-Zhong Chen
- Key Laboratory of Freshwater Aquatic Genetic Resources, Ministry of Agriculture and Rural Affairs, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources, Ministry of Education, Shanghai Ocean University, Shanghai 201306, China; Shanghai Collaborative Innovation for Aquatic Animal Genetics and Breeding, Shanghai Ocean University, Shanghai 201306, China; Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China; National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai 201306, China.
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8
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Zinc finger protein 593 is upregulated during skeletal muscle atrophy and modulates muscle cell differentiation. Exp Cell Res 2019; 383:111563. [PMID: 31442450 DOI: 10.1016/j.yexcr.2019.111563] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Revised: 08/14/2019] [Accepted: 08/17/2019] [Indexed: 12/14/2022]
Abstract
Skeletal muscle atrophy is a debilitating condition that can arise due to aging, cancer, corticosteroid use, and denervation. To better characterize the molecular genetic events of neurogenic atrophy, a previous study analyzed gene expression patterns in gastrocnemius muscle following sciatic nerve transection and found for the first time that Zinc Finger Protein 593 (Zfp593) is expressed in skeletal muscle and is induced in response to denervation. Quantitative PCR and Western blot analyses confirmed that Zfp593 is expressed in both proliferating myoblasts and differentiated myotubes. To assess sub-cellular location, GFP-tagged Zfp593 was expressed in C2C12 cells and found to localize to the nucleus. The Zfp593 protein possesses a putative zinc finger domain and is believed to function as a modulator of the Oct-2 transcription factor. Interestingly, ectopic expression of Zfp593 did not affect the ability of Oct-1 or Oct-2 to inhibit an Oct reporter gene in muscle cells. Finally, Zfp593 overexpression in cultured muscle cells resulted in significant repression of muscle cell differentiation and attenuation of ERK1/2 and p38 phosphorylation, but did not vitiate protein synthesis. The discovery that Zfp593 is expressed in skeletal muscle combined with the observation that it is induced in response to neurogenic atrophy furthers our understanding of the molecular genetic events of muscle wasting.
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Zhang Y, Cao H, Liu Z. Binding cavities and druggability of intrinsically disordered proteins. Protein Sci 2015; 24:688-705. [PMID: 25611056 DOI: 10.1002/pro.2641] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Revised: 01/12/2015] [Accepted: 01/12/2015] [Indexed: 01/20/2023]
Abstract
To assess the potential of intrinsically disordered proteins (IDPs) as drug design targets, we have analyzed the ligand-binding cavities of two datasets of IDPs (containing 37 and 16 entries, respectively) and compared their properties with those of conventional ordered (folded) proteins. IDPs were predicted to possess more binding cavity than ordered proteins at similar length, supporting the proposed advantage of IDPs economizing genome and protein resources. The cavity number has a wide distribution within each conformation ensemble for IDPs. The geometries of the cavities of IDPs differ from the cavities of ordered proteins, for example, the cavities of IDPs have larger surface areas and volumes, and are more likely to be composed of a single segment. The druggability of the cavities was examined, and the average druggable probability is estimated to be 9% for IDPs, which is almost twice that for ordered proteins (5%). Some IDPs with druggable cavities that are associated with diseases are listed. The optimism versus obstacles for drug design for IDPs is also briefly discussed.
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Affiliation(s)
- Yugang Zhang
- College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China; Center for Quantitative Biology, Peking University, Beijing, 100871, China
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10
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Hess JL, Quinn TP, Akbarian S, Glatt SJ. Bioinformatic analyses and conceptual synthesis of evidence linking ZNF804A to risk for schizophrenia and bipolar disorder. Am J Med Genet B Neuropsychiatr Genet 2015; 168B:14-35. [PMID: 25522715 DOI: 10.1002/ajmg.b.32284] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2014] [Accepted: 11/14/2014] [Indexed: 12/20/2022]
Abstract
Advances in molecular genetics, fueled by the results of large-scale genome-wide association studies, meta-analyses, and mega-analyses, have provided the means of identifying genetic risk factors for human disease, thereby enriching our understanding of the functionality of the genome in the post-genomic era. In the past half-decade, research on neuropsychiatric disorders has reached an important milestone: the identification of susceptibility genes reliably associated with complex psychiatric disorders at genome-wide levels of significance. This age of discovery provides the groundwork for follow-up studies designed to elucidate the mechanism(s) by which genetic variants confer susceptibility to these disorders. The gene encoding zinc-finger protein 804 A (ZNF804A) is among these candidate genes, recently being found to be strongly associated with schizophrenia and bipolar disorder via one of its non-coding mutations, rs1344706. Neurobiological, molecular, and bioinformatic analyses have improved our understanding of ZNF804A in general and this variant in particular; however, more work is needed to establish the mechanism(s) by which ZNF804A variants impinge on the biological substrates of the two disorders. Here, we review literature recently published on ZNF804A, and analyze critical concepts related to the biology of ZNF804A and the role of rs1344706 in schizophrenia and bipolar disorder. We synthesize the results of new bioinformatic analyses of ZNF804A with key elements of the existing literature and knowledge base. Furthermore, we suggest some potentially fruitful short- and long-term research goals in the assessment of ZNF804A.
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Affiliation(s)
- Jonathan L Hess
- Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab), Departments of Psychiatry and Behavioral Sciences and Neuroscience and Physiology, SUNY Upstate Medical University, New York City, New York
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11
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Kumar M, Kumar SAP, Dimkovikj A, Baykal LN, Banton MJ, Outlaw MM, Polivka KE, Hellmann-Whitaker RA. Zinc is the molecular "switch" that controls the catalytic cycle of bacterial leucyl-tRNA synthetase. J Inorg Biochem 2014; 142:59-67. [PMID: 25450019 DOI: 10.1016/j.jinorgbio.2014.09.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 09/12/2014] [Accepted: 09/12/2014] [Indexed: 10/24/2022]
Abstract
The Escherichia coli (E. coli) leucyl-tRNA synthetase (LeuRS) enzyme is part of the aminoacyl-tRNA synthetase (aaRS) family. LeuRS is an essential enzyme that relies on specialized domains to facilitate the aminoacylation reaction. Herein, we have biochemically characterized a specialized zinc-binding domain 1 (ZN-1). We demonstrate that the ZN-1 domain plays a central role in the catalytic cycle of E. coli LeuRS. The ZN-1 domain, when associated with Zn(2+), assumes a rigid architecture that is stabilized by thiol groups from the residues C159, C176 and C179. When LeuRS is in the aminoacylation complex, these cysteine residues form an equilateral planar triangular configuration with Zn(2+), but when LeuRS transitions to the editing conformation, this geometric configuration breaks down. By generating a homology model of LeuRS while in the editing conformation, we conclude that structural changes within the ZN-1 domain play a central role in LeuRS's catalytic cycle. Additionally, we have biochemically shown that C159, C176 and C179 coordinate Zn(2+) and that this interaction is essential for leucylation to occur, but is not essential for deacylation. Furthermore, calculated Kd values indicate that the wild-type enzyme binds Zn(2+) to a greater extent than any of the mutant LeuRSs. Lastly, we have shown through secondary structural analysis of our LeuRS enzymes that Zn(2+) is an architectural cornerstone of the ZN-1 domain and that without its geometric coordination the domain collapses. We believe that future research on the ZN-1 domain may reveal a possible Zn(2+) dependent translocation mechanism for charged tRNA(Leu).
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Affiliation(s)
- Manonmani Kumar
- Department of Computer Science and Information Systems, Coastal Carolina University, 301 Allied Drive, Conway, SC 29526, USA
| | - Sathish A P Kumar
- Department of Computer Science and Information Systems, Coastal Carolina University, 301 Allied Drive, Conway, SC 29526, USA
| | - Aleksandar Dimkovikj
- Department of Chemistry and Physics, Coastal Carolina University, Smith Science Center, Room 216, 109 Chanticleer Dr. East, Conway, SC 29526, USA
| | - Layla N Baykal
- Department of Chemistry and Physics, Coastal Carolina University, Smith Science Center, Room 216, 109 Chanticleer Dr. East, Conway, SC 29526, USA
| | - Mallory J Banton
- Department of Chemistry and Physics, Coastal Carolina University, Smith Science Center, Room 216, 109 Chanticleer Dr. East, Conway, SC 29526, USA
| | - Maya M Outlaw
- Department of Chemistry and Physics, Coastal Carolina University, Smith Science Center, Room 216, 109 Chanticleer Dr. East, Conway, SC 29526, USA
| | - Kristen E Polivka
- Department of Chemistry and Physics, Coastal Carolina University, Smith Science Center, Room 216, 109 Chanticleer Dr. East, Conway, SC 29526, USA
| | - Rachel A Hellmann-Whitaker
- Department of Chemistry and Physics, Coastal Carolina University, Smith Science Center, Room 216, 109 Chanticleer Dr. East, Conway, SC 29526, USA.
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12
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Castillo P, Cetina AF, Méndez-Tenorio A, Espinoza-Fonseca LM, Barrón BL. Papillomavirus binding factor (PBF) is an intrinsically disordered protein with potential participation in osteosarcoma genesis, in silico evidence. Theor Biol Med Model 2014; 11:51. [PMID: 25471943 PMCID: PMC4265421 DOI: 10.1186/1742-4682-11-51] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Accepted: 10/21/2014] [Indexed: 11/17/2022] Open
Abstract
Background Papillomavirus binding factor (PBF) or zinc finger protein 395 is a transcription factor associated to a poor prognosis in patients with osteosarcoma, an aggressive bone cancer that predominantly affects adolescents. To investigate the role of the PBF protein in the osteosarcoma genesis, in this paper we present the bioinformatics analysis of physicochemical properties of PBF and its probable interactions with several key cellular targets. Results The physicochemical characteristics determined to PBF, disorder-promoting amino acids, flexibility, hydrophobicity, prediction of secondary and tertiary structures and probability to be crystallized, supported that this protein can be considered as an intrinsically disordered protein (IDP), with a zinc finger-like domain. The in silico analysis to find out PBF interactions with cellular factors, confirmed the experimentally demonstrated interaction of PBF with two key cellular proteins involved in regulation of cellular apoptosis, 14-3-3β and Scythe/BAT3 proteins. Furthermore, other interactions were found with proteins like HDAC1 and TPR which are known to be deregulated in several cancers. Experimental confirmation of specific interactions will contribute to understand the osteosarcoma process and might lead to the identification of new targets for diagnosis and treatments. Conclusions According to the in silico PBF analyses, this protein can be considered as an IDP capable to bind several key cellular factors, and these interactions might play an important role in the osteosarcoma process.
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Affiliation(s)
| | | | | | | | - Blanca L Barrón
- Department of Microbiology, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Carpio y Plan de Ayala S/N, Casco de Santo Tomás, México, DF 11340, México.
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13
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Targeted proteomics reveals compositional dynamics of 60S pre-ribosomes after nuclear export. Mol Syst Biol 2013; 8:628. [PMID: 23212245 PMCID: PMC3542530 DOI: 10.1038/msb.2012.63] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2012] [Accepted: 11/02/2012] [Indexed: 01/16/2023] Open
Abstract
Construction and intracellular targeting of eukaryotic pre-ribosomal particles involve a multitude of diverse transiently associating trans-acting assembly factors, energy-consuming enzymes, and transport factors. The ability to rapidly and reliably measure co-enrichment of multiple factors with maturing pre-ribosomal particles presents a major biochemical bottleneck towards revealing their function and the precise contribution of >50 energy-consuming steps that drive ribosome assembly. Here, we devised a workflow that combines genetic trapping, affinity-capture, and selected reaction monitoring mass spectrometry (SRM-MS), to overcome this deficiency. We exploited this approach to interrogate the dynamic proteome of pre-60S particles after nuclear export. We uncovered assembly factors that travel with pre-60S particles to the cytoplasm, where they are released before initiating translation. Notably, we identified a novel shuttling factor that facilitates nuclear export of pre-60S particles. Capturing and quantitating protein interaction networks of trapped intermediates of macromolecular complexes by our workflow is a reliable discovery tool to unveil dynamic processes that contribute to their in vivo assembly and transport.
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14
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Baßler J, Klein I, Schmidt C, Kallas M, Thomson E, Wagner MA, Bradatsch B, Rechberger G, Strohmaier H, Hurt E, Bergler H. The conserved Bud20 zinc finger protein is a new component of the ribosomal 60S subunit export machinery. Mol Cell Biol 2012; 32:4898-912. [PMID: 23045392 PMCID: PMC3510546 DOI: 10.1128/mcb.00910-12] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2012] [Accepted: 09/17/2012] [Indexed: 01/03/2023] Open
Abstract
The nuclear export of the preribosomal 60S (pre-60S) subunit is coordinated with late steps in ribosome assembly. Here, we show that Bud20, a conserved C(2)H(2)-type zinc finger protein, is an unrecognized shuttling factor required for the efficient export of pre-60S subunits. Bud20 associates with late pre-60S particles in the nucleoplasm and accompanies them into the cytoplasm, where it is released through the action of the Drg1 AAA-ATPase. Cytoplasmic Bud20 is then reimported via a Kap123-dependent pathway. The deletion of Bud20 induces a strong pre-60S export defect and causes synthetic lethality when combined with mutant alleles of known pre-60S subunit export factors. The function of Bud20 in ribosome export depends on a short conserved N-terminal sequence, as we observed that mutations or the deletion of this motif impaired 60S subunit export and generated the genetic link to other pre-60S export factors. We suggest that the shuttling Bud20 is recruited to the nascent 60S subunit via its central zinc finger rRNA binding domain to facilitate the subsequent nuclear export of the preribosome employing its N-terminal extension.
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MESH Headings
- Active Transport, Cell Nucleus
- Amino Acid Sequence
- Gene Deletion
- Genes, Fungal
- Models, Biological
- Models, Molecular
- Molecular Sequence Data
- Mutant Proteins/genetics
- Mutant Proteins/metabolism
- Mutation
- Protein Conformation
- RNA-Binding Proteins/chemistry
- RNA-Binding Proteins/genetics
- RNA-Binding Proteins/metabolism
- Ribosomal Proteins/chemistry
- Ribosomal Proteins/genetics
- Ribosomal Proteins/metabolism
- Ribosome Subunits, Large, Eukaryotic/chemistry
- Ribosome Subunits, Large, Eukaryotic/genetics
- Ribosome Subunits, Large, Eukaryotic/metabolism
- Saccharomyces cerevisiae/genetics
- Saccharomyces cerevisiae/metabolism
- Saccharomyces cerevisiae Proteins/chemistry
- Saccharomyces cerevisiae Proteins/genetics
- Saccharomyces cerevisiae Proteins/metabolism
- Sequence Homology, Amino Acid
- Zinc Fingers
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Affiliation(s)
- Jochen Baßler
- Biochemie-Zentrum der Universität Heidelberg, Heidelberg, Germany
| | - Isabella Klein
- Institut für Molekulare Biowissenschaften, Karl-Franzens Universität Graz, Graz, Austria
| | - Claudia Schmidt
- Institut für Molekulare Biowissenschaften, Karl-Franzens Universität Graz, Graz, Austria
| | - Martina Kallas
- Biochemie-Zentrum der Universität Heidelberg, Heidelberg, Germany
| | - Emma Thomson
- Biochemie-Zentrum der Universität Heidelberg, Heidelberg, Germany
| | - Maria Anna Wagner
- Institut für Molekulare Biowissenschaften, Karl-Franzens Universität Graz, Graz, Austria
| | | | - Gerald Rechberger
- Institut für Molekulare Biowissenschaften, Karl-Franzens Universität Graz, Graz, Austria
| | - Heimo Strohmaier
- Zentrum für Medizinische Grundlagenforschung, Medizinische Universität Graz, Graz, Austria
| | - Ed Hurt
- Biochemie-Zentrum der Universität Heidelberg, Heidelberg, Germany
| | - Helmut Bergler
- Institut für Molekulare Biowissenschaften, Karl-Franzens Universität Graz, Graz, Austria
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15
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Barraud P, Schubert M, Allain FHT. A strong 13C chemical shift signature provides the coordination mode of histidines in zinc-binding proteins. JOURNAL OF BIOMOLECULAR NMR 2012; 53:93-101. [PMID: 22528293 DOI: 10.1007/s10858-012-9625-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2012] [Accepted: 03/30/2012] [Indexed: 05/31/2023]
Abstract
Zinc is the second most abundant metal ion incorporated in proteins, and is in many cases a crucial component of protein three-dimensional structures. Zinc ions are frequently coordinated by cysteine and histidine residues. Whereas cysteines bind to zinc via their unique S(γ) atom, histidines can coordinate zinc with two different coordination modes, either N(δ1) or N(ε2) is coordinating the zinc ion. The determination of this coordination mode is crucial for the accurate structure determination of a histidine-containing zinc-binding site by NMR. NMR chemical shifts contain a vast amount of information on local electronic and structural environments and surprisingly their utilization for the determination of the coordination mode of zinc-ligated histidines has been limited so far to (15)N nuclei. In the present report, we observed that the (13)C chemical shifts of aromatic carbons in zinc-ligated histidines represent a reliable signature of their coordination mode. Using a statistical analysis of (13)C chemical shifts, we show that (13)C(δ2) chemical shift is sensitive to the histidine coordination mode and that the chemical shift difference δ{(13)C(ε1)} - δ{(13)C(δ2)} provides a reference-independent marker of this coordination mode. The present approach allows the direct determination of the coordination mode of zinc-ligated histidines even with non-isotopically enriched protein samples and without any prior structural information.
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Affiliation(s)
- Pierre Barraud
- Institute of Molecular Biology and Biophysics, ETH Zurich, Schafmattstrasse 20, 8093 Zurich, Switzerland.
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16
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Cabrita LD, Waudby CA, Dobson CM, Christodoulou J. Solution-state nuclear magnetic resonance spectroscopy and protein folding. Methods Mol Biol 2011; 752:97-120. [PMID: 21713633 DOI: 10.1007/978-1-60327-223-0_7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
A protein undergoes a variety of structural changes during its folding and misfolding and a knowledge of its behaviour is key to understanding the molecular details of these events. Solution-state NMR spectroscopy is unique in that it can provide both structural and dynamical information at both high-resolution and at a residue-specific level, and is particularly useful in the study of dynamic systems. In this chapter, we describe NMR strategies and how they are applied in the study of protein folding and misfolding.
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Affiliation(s)
- Lisa D Cabrita
- Department of Structural and Molecular Biology, University College London, London, UK
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17
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Andreeva A, Murzin AG. A fortuitous insight into a common mode of RNA recognition by the dsRNA-specific zinc fingers. Proc Natl Acad Sci U S A 2008; 105:E128-9. [PMID: 19116284 PMCID: PMC2634884 DOI: 10.1073/pnas.0810994106] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Affiliation(s)
- Antonina Andreeva
- MRC Centre for Protein Engineering, Cambridge CB2 0QH, United Kingdom
| | - Alexey G. Murzin
- MRC Centre for Protein Engineering, Cambridge CB2 0QH, United Kingdom
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18
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Ciaccio NA, Moreno ML, Bauer RL, Laurence JS. High-yield expression in E. coli and refolding of the bZIP domain of activating transcription factor 5. Protein Expr Purif 2008; 62:235-43. [PMID: 18718539 PMCID: PMC2599749 DOI: 10.1016/j.pep.2008.07.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2008] [Accepted: 07/14/2008] [Indexed: 10/21/2022]
Abstract
Activating transcription factor 5 (ATF5) recently has been demonstrated to play a critical role in promoting the survival of human glioblastoma cells. Interference with the function of ATF5 in an in vivo rat model caused glioma cell death in primary tumors but did not affect the status of normal cells surrounding the tumor, suggesting ATF5 may prove an ideal target for anti-cancer therapy. In order to examine ATF5 as a pharmaceutical target, the protein must be produced and purified to sufficient quantity to begin analyses. Here, a procedure for expressing and refolding the bZIP domain of ATF5 in sufficient yield and final concentration to permit assay development and structural characterization of this target using solution NMR is reported. Two-dimensional NMR and circular dichroism analyses indicate the protein exists in the partially alpha-helical, monomeric x-form conformation with only a small fraction of ATF5 participating in formation of higher-order structure, presumably coiled-coil homodimerization. Despite the persistence of monomers in solution even at high concentration, an electrophoretic mobility shift assay showed that ATF5 is able to bind to the cAMP response element (CRE) DNA motif. Polyacrylamide gel electrophoresis and mass spectrometry were used to confirm that ATF5 can participate in homodimer formation and that this dimerization is mediated by disulfide bond formation.
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Affiliation(s)
- Natalie A. Ciaccio
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, KS 66044
| | - Matthew L. Moreno
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, KS 66044
| | - Rachel L. Bauer
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, KS 66044
| | - Jennifer S. Laurence
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, KS 66044
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