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Dietschreit JCB, von der Esch B, Ochsenfeld C. Exponential averaging versus umbrella sampling for computing the QM/MM free energy barrier of the initial step of the desuccinylation reaction catalyzed by sirtuin 5. Phys Chem Chem Phys 2022; 24:7723-7731. [PMID: 35292791 DOI: 10.1039/d1cp05007a] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The computational characterization of enzymatic reactions poses a great challenge which arises from the high dimensional and often rough potential energy surfaces commonly explored by static QM/MM methods such as adiabatic mapping (AM). The present study highlights the difficulties in estimating free energy barriers via exponential averaging over AM pathways. Based on our previous study [von der Esch et al., J. Chem. Theory Comput., 2019, 15, 6660-6667], where we analyzed the first reaction step of the desuccinylation reaction catalyzed by human sirtuin 5 (SIRT5) by means of QM/MM adiabatic mapping and machine learning, we use, here, umbrella sampling to compute the free energy profile of the initial reaction step. The computational investigations show that the initial step of the desuccinylation reaction proceeds via an SN2-type reaction mechanism in SIRT5, suggesting that the first step of the deacylation reactions catalyzed by sirtuins is highly conserved. In addition, the direct comparison of the extrapolated free energy barrier from minimal energy paths and the computed free energy path from umbrella sampling further underlines the importance of extensive sampling.
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Affiliation(s)
- Johannes C B Dietschreit
- Chair of Theoretical Chemistry, Department of Chemistry, University of Munich (LMU), Butenandtstr. 7, D-81377 München, Germany
| | - Beatriz von der Esch
- Chair of Theoretical Chemistry, Department of Chemistry, University of Munich (LMU), Butenandtstr. 7, D-81377 München, Germany
| | - Christian Ochsenfeld
- Chair of Theoretical Chemistry, Department of Chemistry, University of Munich (LMU), Butenandtstr. 7, D-81377 München, Germany.,Max Planck Institute for Solid State Research, Heisenbergstr. 1, D-70569 Stuttgart, Germany.
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Liu H, Lee S, Zhang Q, Chen Z, Zhang G. The potential underlying mechanism of the leukemia caused by MLL-fusion and potential treatments. Mol Carcinog 2020; 59:839-851. [PMID: 32329934 DOI: 10.1002/mc.23204] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 04/07/2020] [Accepted: 04/07/2020] [Indexed: 12/12/2022]
Abstract
A majority of infant and pediatric leukemias are caused by the mixed-lineage leukemia gene (MLL) fused with a variety of candidates. Several underlying mechanisms have been proposed. One currently popular view is that truncated MLL1 fusion and its associated complex constitutively hijacks super elongation complex, including positive transcription elongation factor b, CDK9, and cyclin T1 complex and DOT1L, to enhance the expression of transcription factors that maintain or restore stemness of leukocytes, as well as prevent the differentiation of hematopoietic progenitor cells. An alternative emerging view proposes that MLL1-fusion promotes the recruitment of TATA binding protein and RNA polymerase II (Pol II) initiation complex, so as to increase the expression levels of target genes. The fundamental mechanism of both theories are gain of function for truncated MLL1 fusions, either through Pol II elongation or initiation. Our recent progress in transcription regulation of paused Pol II through JMJD5, JMJD6, and JMJD7, combined with the repressive role of H3K4me3 revealed by others, prompted us to introduce a contrarian hypothesis: the failure to shut down transcribing units by MLL-fusions triggers the transformation: loss of function of truncated MLL1 fusions coupled with the loss of conversion of H3K4me1 to H3K4me3, leading to the constitutive expression of transcription factors that are in charge of maintenance of hematopoietic progenitor cells, may trigger the transformation of normal cells into cancer cells. Following this track, a potential treatment to eliminate these fusion proteins, which may ultimately cure the disease, is proposed.
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Affiliation(s)
- Haolin Liu
- Department of Biomedical Research, National Jewish Health, and Department of Immunology and Microbiology, Anschutz Medical Center, University of Colorado, Denver, Colorado
| | - Schuyler Lee
- Department of Biomedical Research, National Jewish Health, and Department of Immunology and Microbiology, Anschutz Medical Center, University of Colorado, Denver, Colorado
| | - Qianqian Zhang
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, Agriculture University, Beijing, China
| | - Zhongzhou Chen
- State Key Laboratory of Agrobiotechnology, College of Biological Sciences, Agriculture University, Beijing, China
| | - Gongyi Zhang
- Department of Biomedical Research, National Jewish Health, and Department of Immunology and Microbiology, Anschutz Medical Center, University of Colorado, Denver, Colorado
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Lee S, Liu H, Hill R, Chen C, Hong X, Crawford F, Kingsley M, Zhang Q, Liu X, Chen Z, Lengeling A, Bernt KM, Marrack P, Kappler J, Zhou Q, Li CY, Xue Y, Hansen K, Zhang G. JMJD6 cleaves MePCE to release positive transcription elongation factor b (P-TEFb) in higher eukaryotes. eLife 2020; 9:53930. [PMID: 32048991 PMCID: PMC7064345 DOI: 10.7554/elife.53930] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 02/11/2020] [Indexed: 12/19/2022] Open
Abstract
More than 30% of genes in higher eukaryotes are regulated by promoter-proximal pausing of RNA polymerase II (Pol II). Phosphorylation of Pol II CTD by positive transcription elongation factor b (P-TEFb) is a necessary precursor event that enables productive transcription elongation. The exact mechanism on how the sequestered P-TEFb is released from the 7SK snRNP complex and recruited to Pol II CTD remains unknown. In this report, we utilize mouse and human models to reveal methylphosphate capping enzyme (MePCE), a core component of the 7SK snRNP complex, as the cognate substrate for Jumonji domain-containing 6 (JMJD6)’s novel proteolytic function. Our evidences consist of a crystal structure of JMJD6 bound to methyl-arginine, enzymatic assays of JMJD6 cleaving MePCE in vivo and in vitro, binding assays, and downstream effects of Jmjd6 knockout and overexpression on Pol II CTD phosphorylation. We propose that JMJD6 assists bromodomain containing 4 (BRD4) to recruit P-TEFb to Pol II CTD by disrupting the 7SK snRNP complex. In animals, an enzyme known as RNA polymerase II (Pol II for short) is a key element of the transcription process, whereby the genetic information contained in DNA is turned into messenger RNA molecules in the cells, which can then be translated to proteins. To perform this task, Pol II needs to be activated by a complex of proteins called P-TEFb; however, P-TEFb is usually found in an inactive form held by another group of proteins. Yet, it is unclear how P-TEFb is released and allowed to activate Pol II. Scientists have speculated that another protein called JMJD6 (Jumonji domain-containing 6) is important for P-TEFb to activate Pol II. Various roles for JMJD6 have been proposed, but its exact purpose remains unclear. Recently, two enzymes closely related to JMJD6 were found to be able to make precise cuts in other proteins; Lee, Liu et al. therefore wanted to test whether this is also true of JMJD6. Experiments using purified JMJD6 showed that it could make a cut in an enzyme called MePCE, which belongs to the group of proteins that hold P-TEFb in its inactive form. Lee, Liu et al. then tested the relationships between these proteins in living human and mouse cells. The levels of activated Pol II were lower in cells without JMJD6 and higher in those without MePCE. Together, the results suggest that JMJD6 cuts MePCE to release P-TEFb, which then activates Pol II. JMJD6 appears to know where to cut by following a specific pattern of elements in the structure of MePCE. When MePCE was mutated so that the pattern changed, JMJD6 was unable to cut it. These results suggest that JMJD6 and related enzymes belong to a new family of proteases, the molecular scissors that can cleave other proteins. The molecules that regulate transcription often are major drug targets, for example in the fight against cancer. Ultimately, understanding the role of JMJD6 might help to identify new avenues for cancer drug development.
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Affiliation(s)
- Schuyler Lee
- Department of Biomedical Research, National Jewish Health, Denver, United States.,Department of Immunology and Microbiology, School of Medicine, University of Colorado, Aurora, United States
| | - Haolin Liu
- Department of Biomedical Research, National Jewish Health, Denver, United States.,Department of Immunology and Microbiology, School of Medicine, University of Colorado, Aurora, United States
| | - Ryan Hill
- Department of Genetics and Biochemistry, School of Medicine, University of Colorado, Aurora, United States
| | - Chunjing Chen
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Xiamen University, Xiamen, China
| | - Xia Hong
- Department of Biomedical Research, National Jewish Health, Denver, United States.,Department of Immunology and Microbiology, School of Medicine, University of Colorado, Aurora, United States
| | - Fran Crawford
- Department of Biomedical Research, National Jewish Health, Denver, United States
| | - Molly Kingsley
- Department of Pediatrics, Children Hospital, University of Colorado, Aurora, United States.,Department of Pediatrics and the Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, United States
| | - Qianqian Zhang
- State Key Laboratory of Agrobiotechnology, China Agriculture University, Beijing, China
| | - Xinjian Liu
- Department of Dermatology, Duke University, Durham, United States
| | - Zhongzhou Chen
- State Key Laboratory of Agrobiotechnology, China Agriculture University, Beijing, China
| | | | - Kathrin Maria Bernt
- Department of Pediatrics and the Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, United States.,Department of Molecular and Cell Biology, University of California, Berkeley, United States
| | - Philippa Marrack
- Department of Biomedical Research, National Jewish Health, Denver, United States.,Department of Immunology and Microbiology, School of Medicine, University of Colorado, Aurora, United States
| | - John Kappler
- Department of Biomedical Research, National Jewish Health, Denver, United States.,Department of Immunology and Microbiology, School of Medicine, University of Colorado, Aurora, United States
| | - Qiang Zhou
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
| | - Chuan-Yuan Li
- Department of Dermatology, Duke University, Durham, United States
| | - Yuhua Xue
- State Key Laboratory of Cellular Stress Biology, School of Pharmaceutical Sciences, Xiamen University, Xiamen, China
| | - Kirk Hansen
- Department of Genetics and Biochemistry, School of Medicine, University of Colorado, Aurora, United States
| | - Gongyi Zhang
- Department of Biomedical Research, National Jewish Health, Denver, United States.,Department of Immunology and Microbiology, School of Medicine, University of Colorado, Aurora, United States
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Specific Recognition of Arginine Methylated Histone Tails by JMJD5 and JMJD7. Sci Rep 2018; 8:3275. [PMID: 29459673 PMCID: PMC5818494 DOI: 10.1038/s41598-018-21432-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 01/31/2018] [Indexed: 12/13/2022] Open
Abstract
We have reported that JMJD5 and JMJD7 (JMJD5/7) are responsible for the clipping of arginine methylated histone tails to generate "tailless nucleosomes", which could release the pausing RNA polymerase II (Pol II) into productive transcription elongation. JMJD5/7 function as endopeptidases that cleave histone tails specifically adjacent to methylated arginine residues and continue to degrade N-terminal residues of histones via their aminopeptidase activity. Here, we report structural and biochemical studies on JMJD5/7 to understand the basis of substrate recognition and catalysis mechanism by this JmjC subfamily. Recognition between these enzymes and histone substrates is specific, which is reflected by the binding data between enzymes and substrates. High structural similarity between JMJD5 and JMJD7 is reflected by the shared common substrates and high binding affinity. However, JMJD5 does not bind to arginine methylated histone tails with additional lysine acetylation while JMJD7 does not bind to arginine methylated histone tails with additional lysine methylation. Furthermore, the complex structures of JMJD5 and arginine derivatives revealed a Tudor domain-like binding pocket to accommodate the methylated sidechain of arginine, but not lysine. There also exists a glutamine close to the catalytic center, which may suggest a unique imidic acid mediated catalytic mechanism for proteolysis by JMJD5/7.
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Lee S, Wang C, Liu H, Xiong J, Jiji R, Hong X, Yan X, Chen Z, Hammel M, Wang Y, Dai S, Wang J, Jiang C, Zhang G. Hydrogen bonds are a primary driving force for de novo protein folding. Acta Crystallogr D Struct Biol 2017; 73:955-969. [PMID: 29199976 PMCID: PMC5713874 DOI: 10.1107/s2059798317015303] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2017] [Accepted: 10/20/2017] [Indexed: 01/09/2023] Open
Abstract
The protein-folding mechanism remains a major puzzle in life science. Purified soluble activation-induced cytidine deaminase (AID) is one of the most difficult proteins to obtain. Starting from inclusion bodies containing a C-terminally truncated version of AID (residues 1-153; AID153), an optimized in vitro folding procedure was derived to obtain large amounts of AID153, which led to crystals with good quality and to final structural determination. Interestingly, it was found that the final refolding yield of the protein is proline residue-dependent. The difference in the distribution of cis and trans configurations of proline residues in the protein after complete denaturation is a major determining factor of the final yield. A point mutation of one of four proline residues to an asparagine led to a near-doubling of the yield of refolded protein after complete denaturation. It was concluded that the driving force behind protein folding could not overcome the cis-to-trans proline isomerization, or vice versa, during the protein-folding process. Furthermore, it was found that successful refolding of proteins optimally occurs at high pH values, which may mimic protein folding in vivo. It was found that high pH values could induce the polarization of peptide bonds, which may trigger the formation of protein secondary structures through hydrogen bonds. It is proposed that a hydrophobic environment coupled with negative charges is essential for protein folding. Combined with our earlier discoveries on protein-unfolding mechanisms, it is proposed that hydrogen bonds are a primary driving force for de novo protein folding.
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Affiliation(s)
- Schuyler Lee
- Department of Biomedical Research, National Jewish Health, Denver, CO 80206, USA
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Denver, Aurora, CO 80206, USA
| | - Chao Wang
- Department of Biomedical Research, National Jewish Health, Denver, CO 80206, USA
| | - Haolin Liu
- Department of Biomedical Research, National Jewish Health, Denver, CO 80206, USA
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Denver, Aurora, CO 80206, USA
| | - Jian Xiong
- Department of Chemistry, University of Missouri, Columbus, Mississippi, USA
| | - Renee Jiji
- Department of Chemistry, University of Missouri, Columbus, Mississippi, USA
| | - Xia Hong
- Department of Biomedical Research, National Jewish Health, Denver, CO 80206, USA
| | - Xiaoxue Yan
- Department of Biomedical Research, National Jewish Health, Denver, CO 80206, USA
| | - Zhangguo Chen
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Denver, Aurora, CO 80206, USA
| | - Michal Hammel
- Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Yang Wang
- Department of Biomedical Research, National Jewish Health, Denver, CO 80206, USA
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Denver, Aurora, CO 80206, USA
| | - Shaodong Dai
- Department of Biomedical Research, National Jewish Health, Denver, CO 80206, USA
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Denver, Aurora, CO 80206, USA
| | - Jing Wang
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Denver, Aurora, CO 80206, USA
| | - Chengyu Jiang
- Department of Biochemistry and Molecular Biology, Peking Union Medical College, Beijing 100005, People’s Republic of China
| | - Gongyi Zhang
- Department of Biomedical Research, National Jewish Health, Denver, CO 80206, USA
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Denver, Aurora, CO 80206, USA
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