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Tse AY, Spakowitz AJ. Modeling DNA methyltransferase function to predict epigenetic correlation patterns in healthy and cancer cells. Proc Natl Acad Sci U S A 2025; 122:e2415530121. [PMID: 39792289 PMCID: PMC11745332 DOI: 10.1073/pnas.2415530121] [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: 08/01/2024] [Accepted: 11/16/2024] [Indexed: 01/12/2025] Open
Abstract
DNA methylation is a crucial epigenetic modification that orchestrates chromatin remodelers that suppress transcription, and aberrations in DNA methylation result in a variety of conditions such as cancers and developmental disorders. While it is understood that methylation occurs at CpG-rich DNA regions, it is less understood how distinct methylation profiles are established within various cell types. In this work, we develop a molecular-transport model that depicts the genomic exploration of DNA methyltransferase within a multiscale DNA environment, incorporating biologically relevant factors like methylation rate and CpG density to predict how patterns are established. Our model predicts DNA methylation-state correlation distributions arising from the transport and kinetic properties that are crucial for the establishment of unique methylation profiles. We model the methylation correlation distributions of nine cancerous human cell types to determine how these properties affect the epigenetic profile. Our theory is capable of recapitulating experimental methylation patterns, suggesting the importance of DNA methyltransferase transport in epigenetic regulation. Through this work, we propose a mechanistic description for the establishment of methylation profiles, capturing the key behavioral characteristics of methyltransferase that lead to aberrant methylation.
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Affiliation(s)
- Ariana Y. Tse
- Department of Materials Science, Stanford University, Stanford, CA94305
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Tang W, Jin F, Li P, Tang T, Xu H, Liang X. GaIIItriarylcorrole-Borneol Hybrids: Synthesis, electronic structures and tunable interactions with ctDNA. Inorganica Chim Acta 2022. [DOI: 10.1016/j.ica.2022.121345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Ziegler CA, Freddolino PL. The leucine-responsive regulatory proteins/feast-famine regulatory proteins: an ancient and complex class of transcriptional regulators in bacteria and archaea. Crit Rev Biochem Mol Biol 2021; 56:373-400. [PMID: 34151666 DOI: 10.1080/10409238.2021.1925215] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Since the discovery of the Escherichia coli leucine-responsive regulatory protein (Lrp) almost 50 years ago, hundreds of Lrp homologs have been discovered, occurring in 45% of sequenced bacteria and almost all sequenced archaea. Lrp-like proteins are often referred to as the feast/famine regulatory proteins (FFRPs), reflecting their common regulatory roles. Acting as either global or local transcriptional regulators, FFRPs detect the environmental nutritional status by sensing small effector molecules (usually amino acids) and regulate the expression of genes involved in metabolism, virulence, motility, nutrient transport, stress tolerance, and antibiotic resistance to implement appropriate behaviors for the specific ecological niche of each organism. Despite FFRPs' complexity, a significant role in gene regulation, and prevalence throughout prokaryotes, the last comprehensive review on this family of proteins was published about a decade ago. In this review, we integrate recent notable findings regarding E. coli Lrp and other FFRPs across bacteria and archaea with previous observations to synthesize a more complete view on the mechanistic details and biological roles of this ancient class of transcription factors.
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Affiliation(s)
- Christine A Ziegler
- Department of Biological Chemistry, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Peter L Freddolino
- Department of Biological Chemistry, University of Michigan Medical School, Ann Arbor, MI, USA.,Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI, USA
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Liang X, Fang J, Li M, Chen Q, Mack J, Molupe N, Nyokong T, Zhu W. Push–pull type manganese(III)corroles: Synthesis, electronic structures and tunable interactions with ctDNA. J PORPHYR PHTHALOCYA 2018. [DOI: 10.1142/s1088424617500778] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The synthesis of three low symmetry A2B type Mn(III)triarylcorroles with meso-aryl substituents that provide push–pull electron-donating and -withdrawing properties is reported. An analysis of the structure-property relationships for the optical and redox properties has been carried out through a comparison with the results of theoretical calculations. The results demonstrate that A2B type Mn(III)triarylcorroles interact strongly with cell-free circulating tumor deoxyribonucleic acid (ctDNA) in solution, and that the interaction constants are enhanced when a stronger electron-donating substituent is introduced at the 10-position of the meso-triarylcorrole ligand.
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Affiliation(s)
- Xu Liang
- School of Chemistry and Chemical Engineering, Jiangsu University, Zhenjiang 212013, P. R. China
- State Key Laboratory of Coordination Chemistry, Nanjing University, Nanjing 210000, P. R. China
| | - Junjia Fang
- School of Chemistry and Chemical Engineering, Jiangsu University, Zhenjiang 212013, P. R. China
| | - Minzhi Li
- School of Chemistry and Chemical Engineering, Jiangsu University, Zhenjiang 212013, P. R. China
| | - Qiuyun Chen
- School of Chemistry and Chemical Engineering, Jiangsu University, Zhenjiang 212013, P. R. China
| | - John Mack
- Centre for Nanotechnology Innovation, Department of Chemistry, Rhodes University, Grahamstown 6140, South Africa
| | - Nthabeleng Molupe
- Centre for Nanotechnology Innovation, Department of Chemistry, Rhodes University, Grahamstown 6140, South Africa
| | - Tebello Nyokong
- Centre for Nanotechnology Innovation, Department of Chemistry, Rhodes University, Grahamstown 6140, South Africa
| | - Weihua Zhu
- School of Chemistry and Chemical Engineering, Jiangsu University, Zhenjiang 212013, P. R. China
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Vo T, Wang S, Poon GMK, Wilson WD. Electrostatic control of DNA intersegmental translocation by the ETS transcription factor ETV6. J Biol Chem 2017; 292:13187-13196. [PMID: 28592487 PMCID: PMC5555182 DOI: 10.1074/jbc.m117.792887] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2017] [Revised: 06/06/2017] [Indexed: 01/22/2023] Open
Abstract
To find their DNA target sites in complex solution environments containing excess heterogeneous DNA, sequence-specific DNA-binding proteins execute various translocation mechanisms known collectively as facilitated diffusion. For proteins harboring a single DNA contact surface, long-range translocation occurs by jumping between widely spaced DNA segments. We have configured biosensor-based surface plasmon resonance to directly measure the affinity and kinetics of this intersegmental jumping by the ETS-family transcription factor ETS variant 6 (ETV6). To isolate intersegmental target binding in a functionally defined manner, we pre-equilibrated ETV6 with excess salmon sperm DNA, a heterogeneous polymer, before exposing the nonspecifically bound protein to immobilized oligomeric DNA harboring a high-affinity ETV6 site. In this way, the mechanism of ETV6-target association could be toggled electrostatically through varying NaCl concentration in the bulk solution. Direct measurements of association and dissociation kinetics of the site-specific complex indicated that 1) freely diffusive binding by ETV6 proceeds through a nonspecific-like intermediate, 2) intersegmental jumping is rate-limited by dissociation from the nonspecific polymer, and 3) dissociation of the specific complex is independent of the history of complex formation. These results show that target searches by proteins with an ETS domain, such as ETV6, whose single DNA-binding domain cannot contact both source and destination sites simultaneously, are nonetheless strongly modulated by intersegmental jumping in heterogeneous site environments. Our findings establish biosensors as a general technique for directly and specifically measuring target site search by DNA-binding proteins via intersegmental translocation.
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Affiliation(s)
- Tam Vo
- From the Department of Chemistry and
| | - Shuo Wang
- From the Department of Chemistry and
| | - Gregory M K Poon
- From the Department of Chemistry and
- Center for Diagnostics and Therapeutics, Georgia State University, Atlanta, Georgia 30303
| | - W David Wilson
- From the Department of Chemistry and
- Center for Diagnostics and Therapeutics, Georgia State University, Atlanta, Georgia 30303
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Naughton BS, Reich NO. Mechanisms of Protein Translocation on DNA Are Differentially Responsive to Water Activity. Biochemistry 2016; 55:6957-6960. [PMID: 27992993 DOI: 10.1021/acs.biochem.6b00872] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Water plays important but poorly understood roles in the functions of most biomolecules. We are interested in understanding how proteins use diverse search mechanisms to locate specific sites on DNA; here we present a study of the role of closely associated waters in diverse translocation mechanisms. The bacterial DNA adenine methyltransferase, Dam, moves across large segments of DNA using an intersegmental hopping mechanism, relying in part on movement through bulk water. In contrast, other proteins, such as the bacterial restriction endonuclease EcoRI, rely on a sliding mechanism, requiring the protein to stay closely associated with DNA. Here we probed how these two mechanistically distinct proteins respond to well-characterized osmolytes, dimethyl sulfoxide (DMSO), and glycerol. The ability of Dam to move over large segments of DNA is not impacted by either osmolyte, consistent with its minimal reliance on a sliding mechanism. In contrast, EcoRI endonuclease translocation is significantly enhanced by DMSO and inhibited by glycerol, providing further corroboration that these proteins rely on distinct translocation mechanisms. The well-established similar effects of these osmolytes on bulk water, and their differential effects on macromolecule-associated waters, support our results and provide further evidence of the importance of water in interactions between macromolecules and their ligands.
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Affiliation(s)
- Brigitte S Naughton
- Department of Chemistry and Biochemistry, University of California , Santa Barbara, California 93106, United States
| | - Norbert O Reich
- Department of Chemistry and Biochemistry, University of California , Santa Barbara, California 93106, United States
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Josephs EA, Zheng T, Marszalek PE. Atomic force microscopy captures the initiation of methyl-directed DNA mismatch repair. DNA Repair (Amst) 2015; 35:71-84. [PMID: 26466357 DOI: 10.1016/j.dnarep.2015.08.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Revised: 08/03/2015] [Accepted: 08/14/2015] [Indexed: 12/31/2022]
Abstract
In Escherichia coli, errors in newly-replicated DNA, such as the incorporation of a nucleotide with a mis-paired base or an accidental insertion or deletion of nucleotides, are corrected by a methyl-directed mismatch repair (MMR) pathway. While the enzymology of MMR has long been established, many fundamental aspects of its mechanisms remain elusive, such as the structures, compositions, and orientations of complexes of MutS, MutL, and MutH as they initiate repair. Using atomic force microscopy, we--for the first time--record the structures and locations of individual complexes of MutS, MutL and MutH bound to DNA molecules during the initial stages of mismatch repair. This technique reveals a number of striking and unexpected structures, such as the growth and disassembly of large multimeric complexes at mismatched sites, complexes of MutS and MutL anchoring latent MutH onto hemi-methylated d(GATC) sites or bound themselves at nicks in the DNA, and complexes directly bridging mismatched and hemi-methylated d(GATC) sites by looping the DNA. The observations from these single-molecule studies provide new opportunities to resolve some of the long-standing controversies in the field and underscore the dynamic heterogeneity and versatility of MutSLH complexes in the repair process.
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Affiliation(s)
- Eric A Josephs
- Department of Mechanical Engineering and Materials Science, Edmund T. Pratt, Jr. School of Engineering, Duke University, Durham NC 27708, USA.
| | - Tianli Zheng
- Department of Mechanical Engineering and Materials Science, Edmund T. Pratt, Jr. School of Engineering, Duke University, Durham NC 27708, USA; Department of Cell Biology, Duke University Medical Center, Durham NC 27708, USA
| | - Piotr E Marszalek
- Department of Mechanical Engineering and Materials Science, Edmund T. Pratt, Jr. School of Engineering, Duke University, Durham NC 27708, USA.
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