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van den Berg MC, Berg HF, Stokowy T, Hoivik EA, Woie K, Engerud H, Ojesina AI, Haldorsen IS, Trovik J, Bertelsen BI, Krakstad C, Halle MK. Expression patterns of mismatch repair proteins in cervical cancer uncover independent prognostic value of MSH-2. Int J Gynecol Cancer 2024; 34:993-1000. [PMID: 38950928 PMCID: PMC11228214 DOI: 10.1136/ijgc-2024-005377] [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: 02/09/2024] [Accepted: 05/21/2024] [Indexed: 07/03/2024] Open
Abstract
OBJECTIVE Although early-detected cervical cancer is associated with good survival, the prognosis for late-stage disease is poor and treatment options are sparse. Mismatch repair deficiency (MMR-D) has surfaced as a predictor of prognosis and response to immune checkpoint inhibitor(s) in several cancer types, but its value in cervical cancer remains unclear. This study aimed to define the prevalence of MMR-D in cervical cancer and assess the prognostic value of MMR protein expression. METHODS Expression of the MMR proteins MLH-1, PMS-2, MSH-2, and MSH-6 was investigated by immunohistochemical staining in a prospectively collected cervical cancer cohort (n=508) with corresponding clinicopathological and follow-up data. Sections were scored as either loss or intact expression to define MMR-D, and by a staining index, based on staining intensity and area, evaluating the prognostic potential. RNA and whole exome sequencing data were available for 72 and 75 of the patients and were used for gene set enrichment and mutational analyses, respectively. RESULTS Five (1%) tumors were MMR-deficient, three of which were of neuroendocrine histology. MMR status did not predict survival (HR 1.93, p=0.17). MSH-2 low (n=48) was associated with poor survival (HR 1.94, p=0.02), also when adjusting for tumor stage, tumor type, and patient age (HR 2.06, p=0.013). MSH-2 low tumors had higher tumor mutational burden (p=0.003) and higher frequency of (frameshift) mutations in the double-strand break repair gene RAD50 (p<0.01). CONCLUSION MMR-D is rare in cervical cancer, yet low MSH-2 expression is an independent predictor of poor survival.
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Affiliation(s)
- Madeleine Charlotte van den Berg
- Department of Obstetrics and Gynaecology, Haukeland University Hospital, Bergen, Norway
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Hege F Berg
- Department of Obstetrics and Gynaecology, Haukeland University Hospital, Bergen, Norway
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Tomasz Stokowy
- Scientific Computing Group, IT Division, University of Bergen, Bergen, Norway
| | - Erling A Hoivik
- Department of Obstetrics and Gynaecology, Haukeland University Hospital, Bergen, Norway
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Kathrine Woie
- Department of Obstetrics and Gynaecology, Haukeland University Hospital, Bergen, Norway
| | - Hilde Engerud
- Department of Obstetrics and Gynaecology, Haukeland University Hospital, Bergen, Norway
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Akinyemi I Ojesina
- Department of Obstetrics and Gynecology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Medical College of Wisconsin Cancer Center, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Ingfrid Salvesen Haldorsen
- Department of Radiology, Mohn Medical Imaging and Visualization Centre, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Jone Trovik
- Department of Obstetrics and Gynaecology, Haukeland University Hospital, Bergen, Norway
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Bjørn I Bertelsen
- Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - Camilla Krakstad
- Department of Obstetrics and Gynaecology, Haukeland University Hospital, Bergen, Norway
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Mari Kyllesø Halle
- Department of Obstetrics and Gynaecology, Haukeland University Hospital, Bergen, Norway
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway
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Chen J, Potlapalli R, Quan H, Chen L, Xie Y, Pouriyeh S, Sakib N, Liu L, Xie Y. Exploring DNA Damage and Repair Mechanisms: A Review with Computational Insights. BIOTECH 2024; 13:3. [PMID: 38247733 PMCID: PMC10801582 DOI: 10.3390/biotech13010003] [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: 10/29/2023] [Revised: 11/21/2023] [Accepted: 12/29/2023] [Indexed: 01/23/2024] Open
Abstract
DNA damage is a critical factor contributing to genetic alterations, directly affecting human health, including developing diseases such as cancer and age-related disorders. DNA repair mechanisms play a pivotal role in safeguarding genetic integrity and preventing the onset of these ailments. Over the past decade, substantial progress and pivotal discoveries have been achieved in DNA damage and repair. This comprehensive review paper consolidates research efforts, focusing on DNA repair mechanisms, computational research methods, and associated databases. Our work is a valuable resource for scientists and researchers engaged in computational DNA research, offering the latest insights into DNA-related proteins, diseases, and cutting-edge methodologies. The review addresses key questions, including the major types of DNA damage, common DNA repair mechanisms, the availability of reliable databases for DNA damage and associated diseases, and the predominant computational research methods for enzymes involved in DNA damage and repair.
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Affiliation(s)
- Jiawei Chen
- College of Letter and Science, University of California, Berkeley, CA 94720, USA;
| | - Ravi Potlapalli
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (R.P.); (Y.X.); (S.P.); (N.S.)
| | - Heng Quan
- Department of Civil and Urban Engineering, New York University, New York, NY 11201, USA;
| | - Lingtao Chen
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (R.P.); (Y.X.); (S.P.); (N.S.)
| | - Ying Xie
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (R.P.); (Y.X.); (S.P.); (N.S.)
| | - Seyedamin Pouriyeh
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (R.P.); (Y.X.); (S.P.); (N.S.)
| | - Nazmus Sakib
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (R.P.); (Y.X.); (S.P.); (N.S.)
| | - Lichao Liu
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Palo Alto, CA 94304, USA;
| | - Yixin Xie
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (R.P.); (Y.X.); (S.P.); (N.S.)
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3
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Zhang H, Xiao X, Wei W, Huang C, Wang M, Wang L, He Y, Sun J, Jiang Y, Jiang G, Zhang X. CircLIFR synergizes with MSH2 to attenuate chemoresistance via MutSα/ATM-p73 axis in bladder cancer. Mol Cancer 2021; 20:70. [PMID: 33874956 PMCID: PMC8054397 DOI: 10.1186/s12943-021-01360-4] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Accepted: 04/06/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Cisplatin (CDDP) has become a standard-of-care treatment for muscle-invasive bladder cancer (MIBC), while chemoresistance remains a major challenge. Accumulating evidence indicates that circular RNAs (circRNAs) are discrete functional entities. However, the regulatory functions as well as complexities of circRNAs in modulating CDDP-based chemotherapy in bladder cancer are yet to be well revealed. METHODS Through analyzing the expression profile of circRNAs in bladder cancer tissues, RNA FISH, circRNA pull-down assay, mass spectrometry analysis and RIP, circLIFR was identified and its interaction with MSH2 was confirmed. The effects of circLIFR and MSH2 on CDDP-based chemotherapy were explored by flow cytometry and rescue experiments. Co-IP and Western blot were used to investigate the molecular mechanisms underlying the functions of circLIFR and MSH2. Biological implications of circLIFR and MSH2 in bladder cancer were implemented in tumor xenograft models and PDX models. RESULTS CircLIFR was downregulated in bladder cancer and expression was positively correlated with favorable prognosis. Moreover, circLIFR synergizing with MSH2, which was a mediator of CDDP sensitivity in bladder cancer cells, positively modulated sensitivity to CDDP in vitro and in vivo. Mechanistically, circLIFR augmented the interaction between MutSα and ATM, ultimately contributing to stabilize p73, which triggered to apoptosis. Importantly, MIBC with high expression of circLIFR and MSH2 was more sensitive to CDDP-based chemotherapy in tumor xenograft models and PDX models. CONCLUSIONS CircLIFR could interact with MSH2 to positively modulate CDDP-sensitivity through MutSα/ATM-p73 axis in bladder cancer. CircLIFR and MSH2 might be act as promising therapeutic targets for CDDP-resistant bladder cancer.
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Affiliation(s)
- Hui Zhang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xingyuan Xiao
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Wenjie Wei
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Chao Huang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Miao Wang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Liang Wang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Yuanqiao He
- Department of Laboratory Animal Science, Nanchang University, Nanchang, 330006, China
| | - Jiayin Sun
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Yangkai Jiang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Guosong Jiang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| | - Xiaoping Zhang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
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Maffeo C, Chou HY, Aksimentiev A. Molecular Mechanisms of DNA Replication and Repair Machinery: Insights from Microscopic Simulations. ADVANCED THEORY AND SIMULATIONS 2019; 2:1800191. [PMID: 31728433 PMCID: PMC6855400 DOI: 10.1002/adts.201800191] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Indexed: 12/15/2022]
Abstract
Reproduction, the hallmark of biological activity, requires making an accurate copy of the genetic material to allow the progeny to inherit parental traits. In all living cells, the process of DNA replication is carried out by a concerted action of multiple protein species forming a loose protein-nucleic acid complex, the replisome. Proofreading and error correction generally accompany replication but also occur independently, safeguarding genetic information through all phases of the cell cycle. Advances in biochemical characterization of intracellular processes, proteomics and the advent of single-molecule biophysics have brought about a treasure trove of information awaiting to be assembled into an accurate mechanistic model of the DNA replication process. In this review, we describe recent efforts to model elements of DNA replication and repair processes using computer simulations, an approach that has gained immense popularity in many areas of molecular biophysics but has yet to become mainstream in the DNA metabolism community. We highlight the use of diverse computational methods to address specific problems of the fields and discuss unexplored possibilities that lie ahead for the computational approaches in these areas.
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Affiliation(s)
- Christopher Maffeo
- Department of Physics, Center for the Physics of Living Cells, University of Illinois at Urbana-Champaign,1110 W Green St, Urbana, IL 61801, USA
| | - Han-Yi Chou
- Department of Physics, Center for the Physics of Living Cells, University of Illinois at Urbana-Champaign,1110 W Green St, Urbana, IL 61801, USA
| | - Aleksei Aksimentiev
- Department of Physics, Center for the Physics of Living Cells, University of Illinois at Urbana-Champaign,1110 W Green St, Urbana, IL 61801, USA
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5
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Godwin RC, Gmeiner WH, Salsbury FR. All-atom molecular dynamics comparison of disease-associated zinc fingers. J Biomol Struct Dyn 2018; 36:2581-2594. [PMID: 28814200 PMCID: PMC5882596 DOI: 10.1080/07391102.2017.1363662] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Accepted: 07/24/2017] [Indexed: 10/19/2022]
Abstract
An important regulatory domain of NF-[Formula: see text]B Essential Modulator (NEMO) is a ubiquitin-binding zinc finger, with a tetrahedral CYS3HIS1 zinc-coordinating binding site. Two variations of NEMO's zinc finger are implicated in various disease states including ectodermal dysplasia and adult-onset glaucoma. To discern structural and dynamical differences between these disease states, we present results of 48-[Formula: see text]s of molecular dynamics simulations for three zinc finger systems each in two states, with and without zinc-bound and correspondingly appropriate cysteine thiol/thiolate configurations. The wild-type protein, often studied for its role in cancer, maintains the most rigid and conformationally stable zinc-bound configuration compared with the diseased counterparts. The glaucoma-related protein has persistent loss of secondary structure except within the dominant conformation. Conformational overlap between wild-type and glaucoma isoforms indicate a competitive binding mechanism may be substantial in the malfunctioning configuration, while the alpha-helical disruption of the ectodermal dysplasia suggests a loss of binding selectivity is responsible for aberrant function.
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Affiliation(s)
- Ryan C. Godwin
- Department of Physics, Wake Forest University, Winston-Salem, NC, USA
| | - William H. Gmeiner
- Department of Cancer Biology, WFU School of Medicine, Winston-Salem, NC, USA
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Melvin RL, Xiao J, Godwin RC, Berenhaut KS, Salsbury FR. Visualizing correlated motion with HDBSCAN clustering. Protein Sci 2018; 27:62-75. [PMID: 28799290 PMCID: PMC5734272 DOI: 10.1002/pro.3268] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 07/31/2017] [Accepted: 08/02/2017] [Indexed: 12/22/2022]
Abstract
Correlated motion analysis provides a method for understanding communication between and dynamic similarities of biopolymer residues and domains. The typical equal-time correlation matrices-frequently visualized with pseudo-colorings or heat maps-quickly convey large regions of highly correlated motion but hide more subtle similarities of motion. Here we propose a complementary method for visualizing correlations within proteins (or general biopolymers) that quickly conveys intuition about which residues have a similar dynamic behavior. For grouping residues, we use the recently developed non-parametric clustering algorithm HDBSCAN. Although the method we propose here can be used to group residues using correlation as a similarity matrix-the most straightforward and intuitive method-it can also be used to more generally determine groups of residues which have similar dynamic properties. We term these latter groups "Dynamic Domains", as they are based not on spatial closeness but rather closeness in the column space of a correlation matrix. We provide examples of this method across three human proteins of varying size and function-the Nf-Kappa-Beta essential modulator, the clotting promoter Thrombin and the mismatch repair protein (dimer) complex MutS-alpha. Although the examples presented here are from all-atom molecular dynamics simulations, this visualization technique can also be used on correlations matrices built from any ensembles of conformations from experiment or computation.
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Affiliation(s)
- Ryan L. Melvin
- Department of PhysicsWake Forest UniversityWinston SalemNorth Carolina
- Department of Mathematics and StatisticsWake Forest UniversityWinston‐SalemNorth Carolina27109
| | - Jiajie Xiao
- Department of PhysicsWake Forest UniversityWinston SalemNorth Carolina
- Department of Computer ScienceWake Forest UniversityWinston‐SalemNorth Carolina27109
| | - Ryan C. Godwin
- Department of PhysicsWake Forest UniversityWinston SalemNorth Carolina
| | - Kenneth S. Berenhaut
- Department of Mathematics and StatisticsWake Forest UniversityWinston‐SalemNorth Carolina27109
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7
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Rudolph C, Melau C, Nielsen JE, Vile Jensen K, Liu D, Pena-Diaz J, Rajpert-De Meyts E, Rasmussen LJ, Jørgensen A. Involvement of the DNA mismatch repair system in cisplatin sensitivity of testicular germ cell tumours. Cell Oncol (Dordr) 2017; 40:341-355. [PMID: 28536927 DOI: 10.1007/s13402-017-0326-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/03/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Testicular germ cell tumours (TGCT) are highly sensitive to cisplatin-based chemotherapy, but patients with tumours containing differentiated teratoma components are less responsive to this treatment. The cisplatin sensitivity in TGCT has previously been linked to the embryonic phenotype in the majority of tumours, although the underlying mechanism largely remains to be elucidated. The aim of this study was to investigate the role of the DNA mismatch repair (MMR) system in the cisplatin sensitivity of TGCT. METHODS The expression pattern of key MMR proteins, including MSH2, MSH6, MLH1 and PMS2, were investigated during testis development and in the pathogenesis of TGCT, including germ cell neoplasia in situ (GCNIS). The TGCT-derived cell line NTera2 was differentiated using retinoic acid (10 μM, 6 days) after which MMR protein expression and activity, as well as cisplatin sensitivity, were investigated in both undifferentiated and differentiated cells. Finally, the expression of MSH2 was knocked down by siRNA in NTera2 cells after which the effect on cisplatin sensitivity was examined. RESULTS MMR proteins were expressed in proliferating cells in the testes, while in malignant germ cells MMR protein expression was found to coincide with the expression of the pluripotency factor OCT4, with no or low expression in the more differentiated yolk sac tumours, choriocarcinomas and teratomas. In differentiated NTera2 cells we found a significantly (p < 0.05) lower expression of the MMR and pluripotency factors, as well as a reduced MMR activity and cisplatin sensitivity, compared to undifferentiated NTera2 cells. Also, we found that partial knockdown of MSH2 expression in undifferentiated NTera2 cells resulted in a significantly (p < 0.001) reduced cisplatin sensitivity. CONCLUSION This study reports, for the first time, expression of the MMR system in fetal gonocytes, from which GCNIS cells are derived. Our findings in primary TGCT specimens and TGCT-derived cells suggest that a reduced sensitivity to cisplatin in differentiated TGCT components could result from a reduced expression of MMR proteins, in particular MSH2 and MLH1, which are involved in the recognition of cisplatin adducts and in activation of the DNA damage response pathway to initiate apoptosis.
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Affiliation(s)
- Christiane Rudolph
- University Department of Growth and Reproduction (Rigshospitalet), Blegdamsvej 9, 2100, Copenhagen, Denmark.,Department of Cellular and Molecular Medicine, Center for Healthy Aging, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Cecilie Melau
- University Department of Growth and Reproduction (Rigshospitalet), Blegdamsvej 9, 2100, Copenhagen, Denmark
| | - John E Nielsen
- University Department of Growth and Reproduction (Rigshospitalet), Blegdamsvej 9, 2100, Copenhagen, Denmark
| | - Kristina Vile Jensen
- University Department of Growth and Reproduction (Rigshospitalet), Blegdamsvej 9, 2100, Copenhagen, Denmark.,Department of Cellular and Molecular Medicine, Center for Healthy Aging, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Dekang Liu
- Department of Cellular and Molecular Medicine, Center for Healthy Aging, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Javier Pena-Diaz
- Department of Cellular and Molecular Medicine, Center for Healthy Aging, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Ewa Rajpert-De Meyts
- University Department of Growth and Reproduction (Rigshospitalet), Blegdamsvej 9, 2100, Copenhagen, Denmark
| | - Lene Juel Rasmussen
- Department of Cellular and Molecular Medicine, Center for Healthy Aging, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Anne Jørgensen
- University Department of Growth and Reproduction (Rigshospitalet), Blegdamsvej 9, 2100, Copenhagen, Denmark.
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Melvin RL, Thompson WG, Godwin RC, Gmeiner WH, Salsbury FR. MutS α's Multi-Domain Allosteric Response to Three DNA Damage Types Revealed by Machine Learning. FRONTIERS IN PHYSICS 2017; 5:10. [PMID: 31938712 PMCID: PMC6959842 DOI: 10.3389/fphy.2017.00010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
MutSα is a key component in the mismatch repair (MMR) pathway. This protein is responsible for initiating the signaling pathways for DNA repair or cell death. Herein we investigate this heterodimer's post-recognition, post-binding response to three types of DNA damage involving cytotoxic, anti-cancer agents-carboplatin, cisplatin, and FdU. Through a combination of supervised and unsupervised machine learning techniques along with more traditional structural and kinetic analysis applied to all-atom molecular dynamics (MD) calculations, we predict that MutSα has a distinct response to each of the three damage types. Via a binary classification tree (a supervised machine learning technique), we identify key hydrogen bond motifs unique to each type of damage and suggest residues for experimental mutation studies. Through a combination of a recently developed clustering (unsupervised learning) algorithm, RMSF calculations, PCA, and correlated motions we predict that each type of damage causes MutSα to explore a specific region of conformation space. Detailed analysis suggests a short range effect for carboplatin-primarily altering the structures and kinetics of residues within 10 angstroms of the damaged DNA-and distinct longer-range effects for cisplatin and FdU. In our simulations, we also observe that a key phenylalanine residue-known to stack with a mismatched or unmatched bases in MMR-stacks with the base complementary to the damaged base in 88.61% of MD frames containing carboplatinated DNA. Similarly, this Phe71 stacks with the base complementary to damage in 91.73% of frames with cisplatinated DNA. This residue, however, stacks with the damaged base itself in 62.18% of trajectory frames with FdU-substituted DNA and has no stacking interaction at all in 30.72% of these frames. Each drug investigated here induces a unique perturbation in the MutSα complex, indicating the possibility of a distinct signaling event and specific repair or death pathway (or set of pathways) for a given type of damage.
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Affiliation(s)
- Ryan L. Melvin
- Salsbury Group, Department of Physics, Wake Forest University, Winston-Salem, NC, USA
| | - William G. Thompson
- Salsbury Group, Department of Physics, Wake Forest University, Winston-Salem, NC, USA
| | - Ryan C. Godwin
- Salsbury Group, Department of Physics, Wake Forest University, Winston-Salem, NC, USA
| | - William H. Gmeiner
- Gmeiner Laboratory, Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Freddie R. Salsbury
- Salsbury Group, Department of Physics, Wake Forest University, Winston-Salem, NC, USA
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9
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Sigley J, Jarzen J, Scarpinato K, Guthold M, Pu T, Nelli D, Low J, Bonin K. Diffusion and Binding of Mismatch Repair Protein, MSH2, in Breast Cancer Cells at Different Stages of Neoplastic Transformation. PLoS One 2017; 12:e0170414. [PMID: 28125613 PMCID: PMC5268495 DOI: 10.1371/journal.pone.0170414] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Accepted: 01/04/2017] [Indexed: 12/19/2022] Open
Abstract
The interior of cells is a highly complex medium, containing numerous organelles, a matrix of different fibers and a viscous, aqueous fluid of proteins and small molecules. The interior of cells is also a highly dynamic medium, in which many components move, either by active transport or passive diffusion. The mobility and localization of proteins inside cells can provide important insights into protein function and also general cellular properties, such as viscosity. Neoplastic transformation affects numerous cellular properties, and our goal was to investigate the diffusional and binding behavior of the important mismatch repair (MMR) protein MSH2 in live human cells at various stages of neoplastic transformation. Toward this end, noncancerous, immortal, tumorigenic, and metastatic mammary epithelial cells were transfected with EGFP and EGFP-tagged MSH2. MSH2 forms two MMR proteins (MutSα and MutSβ) and we assume MSH2 is in the complex MutSα, though our results are similar in either case. Unlike the MutS complexes that bind to nuclear DNA, EGFP diffuses freely. EGFP and MutSα-EGFP diffusion coefficients were determined in the cytoplasm and nucleus of each cell type using fluorescence recovery after photobleaching. Diffusion coefficients were 14-24 μm2/s for EGFP and 3-7 μm2/s for MutSα-EGFP. EGFP diffusion increased in going from noncancerous to immortal cells, indicating a decrease in viscosity, with smaller changes in subsequent stages. MutSα produces an effective diffusion coefficient that, coupled with the free EGFP diffusion measurements, can be used to extract a pure diffusion coefficient and a pseudo-equilibrium constant K*. The MutSα nuclear K* increased sixfold in the first stage of cancer and then decreased in the more advanced stages. The ratio of nuclear to cytoplasmic K*for MutSα increased almost two orders of magnitude in going from noncancerous to immortal cells, suggesting that this quantity may be a sensitive metric for recognizing the onset of cancer.
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Affiliation(s)
- Justin Sigley
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina, United States of America
| | - John Jarzen
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, South Carolina, United States of America
| | - Karin Scarpinato
- OVPR, University of Miami, Miami, Florida, United States of America
| | - Martin Guthold
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina, United States of America
| | - Tracey Pu
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina, United States of America
| | - Daniel Nelli
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina, United States of America
| | - Josiah Low
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina, United States of America
| | - Keith Bonin
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina, United States of America
- * E-mail:
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10
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Melvin RL, Godwin RC, Xiao J, Thompson WG, Berenhaut KS, Salsbury FR. Uncovering Large-Scale Conformational Change in Molecular Dynamics without Prior Knowledge. J Chem Theory Comput 2016; 12:6130-6146. [PMID: 27802394 PMCID: PMC5719493 DOI: 10.1021/acs.jctc.6b00757] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
As the length of molecular dynamics (MD) trajectories grows with increasing computational power, so does the importance of clustering methods for partitioning trajectories into conformational bins. Of the methods available, the vast majority require users to either have some a priori knowledge about the system to be clustered or to tune clustering parameters through trial and error. Here we present non-parametric uses of two modern clustering techniques suitable for first-pass investigation of an MD trajectory. Being non-parametric, these methods require neither prior knowledge nor parameter tuning. The first method, HDBSCAN, is fast-relative to other popular clustering methods-and is able to group unstructured or intrinsically disordered systems (such as intrinsically disordered proteins, or IDPs) into bins that represent global conformational shifts. HDBSCAN is also useful for determining the overall stability of a system-as it tends to group stable systems into one or two bins-and identifying transition events between metastable states. The second method, iMWK-Means, with explicit rescaling followed by K-Means, while slower than HDBSCAN, performs well with stable, structured systems such as folded proteins and is able to identify higher resolution details such as changes in relative position of secondary structural elements. Used in conjunction, these clustering methods allow a user to discern quickly and without prior knowledge the stability of a simulated system and identify both local and global conformational changes.
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Affiliation(s)
- Ryan L. Melvin
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina 27109, United States
| | - Ryan C. Godwin
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina 27109, United States
| | - Jiajie Xiao
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina 27109, United States
| | - William G. Thompson
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina 27109, United States
| | - Kenneth S. Berenhaut
- Department of Mathematics & Statistics, Wake Forest University, Winston-Salem, North Carolina 27109, United States
| | - Freddie R. Salsbury
- Department of Physics, Wake Forest University, Winston-Salem, North Carolina 27109, United States
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11
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Wang B, Francis J, Sharma M, Law SM, Predeus AV, Feig M. Long-Range Signaling in MutS and MSH Homologs via Switching of Dynamic Communication Pathways. PLoS Comput Biol 2016; 12:e1005159. [PMID: 27768684 PMCID: PMC5074593 DOI: 10.1371/journal.pcbi.1005159] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2016] [Accepted: 09/21/2016] [Indexed: 11/19/2022] Open
Abstract
Allostery is conformation regulation by propagating a signal from one site to another distal site. This study focuses on the long-range communication in DNA mismatch repair proteins MutS and its homologs where intramolecular signaling has to travel over 70 Å to couple lesion detection to ATPase activity and eventual downstream repair. Using dynamic network analysis based on extensive molecular dynamics simulations, multiple preserved communication pathways were identified that would allow such long-range signaling. The pathways appear to depend on the nucleotides bound to the ATPase domain as well as the type of DNA substrate consistent with previously proposed functional cycles of mismatch recognition and repair initiation by MutS and homologs. A mechanism is proposed where pathways are switched without major conformational rearrangements allowing for efficient long-range signaling and allostery.
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Affiliation(s)
- Beibei Wang
- Department of Biochemistry & Molecular Biology, Michigan State University, East Lansing, MI, United States
| | - Joshua Francis
- Department of Biochemistry & Molecular Biology, Michigan State University, East Lansing, MI, United States
| | - Monika Sharma
- Department of Biochemistry & Molecular Biology, Michigan State University, East Lansing, MI, United States
| | - Sean M. Law
- Department of Biochemistry & Molecular Biology, Michigan State University, East Lansing, MI, United States
| | - Alexander V. Predeus
- Department of Biochemistry & Molecular Biology, Michigan State University, East Lansing, MI, United States
| | - Michael Feig
- Department of Biochemistry & Molecular Biology, Michigan State University, East Lansing, MI, United States
- * E-mail:
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12
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Tan C, Terakawa T, Takada S. Dynamic Coupling among Protein Binding, Sliding, and DNA Bending Revealed by Molecular Dynamics. J Am Chem Soc 2016; 138:8512-22. [DOI: 10.1021/jacs.6b03729] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Cheng Tan
- Department
of Biophysics, Graduate School of Science, Kyoto University, Kyoto 606-8502, Japan
| | - Tsuyoshi Terakawa
- Department
of Biochemistry and Molecular Biophysics, Columbia University, New York, New York 10032, United States
| | - Shoji Takada
- Department
of Biophysics, Graduate School of Science, Kyoto University, Kyoto 606-8502, Japan
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13
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Ishida H, Matsumoto A. Mechanism for verification of mismatched and homoduplex DNAs by nucleotides-bound MutS analyzed by molecular dynamics simulations. Proteins 2016; 84:1287-303. [PMID: 27238299 DOI: 10.1002/prot.25077] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Revised: 05/13/2016] [Accepted: 05/24/2016] [Indexed: 11/10/2022]
Abstract
In order to understand how MutS recognizes mismatched DNA and induces the reaction of DNA repair using ATP, the dynamics of the complexes of MutS (bound to the ADP and ATP nucleotides, or not) and DNA (with mismatched and matched base-pairs) were investigated using molecular dynamics simulations. As for DNA, the structure of the base-pairs of the homoduplex DNA which interacted with the DNA recognition site of MutS was intermittently disturbed, indicating that the homoduplex DNA was unstable. As for MutS, the disordered loops in the ATPase domains, which are considered to be necessary for the induction of DNA repair, were close to (away from) the nucleotide-binding sites in the ATPase domains when the nucleotides were (not) bound to MutS. This indicates that the ATPase domains changed their structural stability upon ATP binding using the disordered loop. Conformational analysis by principal component analysis showed that the nucleotide binding changed modes which have structurally solid ATPase domains and the large bending motion of the DNA from higher to lower frequencies. In the MutS-mismatched DNA complex bound to two nucleotides, the bending motion of the DNA at low frequency modes may play a role in triggering the formation of the sliding clamp for the following DNA-repair reaction step. Moreover, MM-PBSA/GBSA showed that the MutS-homoduplex DNA complex bound to two nucleotides was unstable because of the unfavorable interactions between MutS and DNA. This would trigger the ATP hydrolysis or separation of MutS and DNA to continue searching for mismatch base-pairs. Proteins 2016; 84:1287-1303. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Hisashi Ishida
- Quantum Beam Science Research Directorate, National Institutes for Quantum and Radiological Science and Technology, 8-1-7 Umemidai Kizugawa-Shi, Kyoto, 619-0215, Japan
| | - Atsushi Matsumoto
- Quantum Beam Science Research Directorate, National Institutes for Quantum and Radiological Science and Technology, 8-1-7 Umemidai Kizugawa-Shi, Kyoto, 619-0215, Japan
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14
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Negureanu L, Salsbury FR. Insights into protein - DNA interactions, stability and allosteric communications: a computational study of mutSα-DNA recognition complexes. J Biomol Struct Dyn 2016; 29:757-76. [PMID: 22208277 DOI: 10.1080/07391102.2012.10507412] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
DNA mismatch repair proteins (MMR) maintain genetic stability by recognizing and repairing mismatched bases and insertion/deletion loops mistakenly incorporated during DNA replication, and initiate cellular response to certain types of DNA damage. Loss of MMR in mammalian cells has been linked to resistance to certain DNA damaging chemotherapeutic agents, as well as to increase risk of cancer. Mismatch repair pathway is considered to involve the concerted action of at least 20 proteins. The most abundant MMR mismatch-binding factor in eukaryotes, MutSα, recognizes and initiates the repair of base-base mismatches and small insertion/deletion. We performed molecular dynamics simulations on mismatched and damaged MutSα-DNA complexes. A comprehensive DNA binding site analysis of relevant conformations shows that MutSα proteins recognize the mismatched and platinum cross-linked DNA substrates in significantly different modes. Distinctive conformational changes associated with MutSα binding to mismatched and damaged DNA have been identified and they provide insight into the involvement of MMR proteins in DNA-repair and DNA-damage pathways. Stability and allosteric interactions at the heterodimer interface associated with the mismatch and damage recognition step allow for prediction of key residues in MMR cancer-causing mutations. A rigorous hydrogen bonding analysis for ADP molecules at the ATPase binding sites is also presented. Due to extended number of known MMR cancer causing mutations among the residues proved to make specific contacts with ADP molecules, recommendations for further studies on similar mutagenic effects were made.
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15
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Lu Y, Salsbury FR. Recapturing the Correlated Motions of Protein Using Coarse- Grained Models. Protein Pept Lett 2016; 22:654-9. [PMID: 26100687 DOI: 10.2174/0929866522666150511150332] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2014] [Revised: 03/24/2015] [Accepted: 05/07/2015] [Indexed: 11/22/2022]
Abstract
Long-range interactions and allostery are important for many biological processes. Increasing numbers of studies, both experimental and computational, show that internal dynamics may play an important role in such behaviors. Investigating the dynamical effects of proteins, how- ever, is a challenging problem using all-atom molecular dynamics because of the length-scales and timescales involved. As a result, coarse-grained models are often implemented. Herein, we use three well-defined coarse-grained models: Go, Martini and Cafemol, and a small model protein Eglin C, which is readily studied via all-atom molecular dynamics, to examine if these coarse grained models can explore the dynamics of Eglin C accurately as well as to see how these models respond to mutations. We found that all three models can recapture the dynamics of Eglin C to a significant extent - where we focus on root-mean square fluctuations and correlated motions as dynamical measures - but that the Cafemol and Go models are superior. The best agreement with all-atom simulations is for structured regions of Eglin C.
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Affiliation(s)
| | - Freddie R Salsbury
- Department of Physics, Wake Forest University, Winston-Salem, NC 27106, USA.
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16
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Godwin RC, Melvin R, Salsbury FR. Molecular Dynamics Simulations and Computer-Aided Drug Discovery. METHODS IN PHARMACOLOGY AND TOXICOLOGY 2015. [DOI: 10.1007/7653_2015_41] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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17
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Luan H, Meng N, Fu J, Chen X, Xu X, Feng Q, Jiang H, Dai J, Yuan X, Lu Y, Roberts AA, Luo X, Chen M, Xu S, Li J, Hamilton CJ, Fang C, Wang J. Genome-wide transcriptome and antioxidant analyses on gamma-irradiated phases of deinococcus radiodurans R1. PLoS One 2014; 9:e85649. [PMID: 24465634 PMCID: PMC3900439 DOI: 10.1371/journal.pone.0085649] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Accepted: 11/29/2013] [Indexed: 11/18/2022] Open
Abstract
Adaptation of D. radiodurans cells to extreme irradiation environments requires dynamic interactions between gene expression and metabolic regulatory networks, but studies typically address only a single layer of regulation during the recovery period after irradiation. Dynamic transcriptome analysis of D. radiodurans cells using strand-specific RNA sequencing (ssRNA-seq), combined with LC-MS based metabolite analysis, allowed an estimate of the immediate expression pattern of genes and antioxidants in response to irradiation. Transcriptome dynamics were examined in cells by ssRNA-seq covering its predicted genes. Of the 144 non-coding RNAs that were annotated, 49 of these were transfer RNAs and 95 were putative novel antisense RNAs. Genes differentially expressed during irradiation and recovery included those involved in DNA repair, degradation of damaged proteins and tricarboxylic acid (TCA) cycle metabolism. The knockout mutant crtB (phytoene synthase gene) was unable to produce carotenoids, and exhibited a decreased survival rate after irradiation, suggesting a role for these pigments in radiation resistance. Network components identified in this study, including repair and metabolic genes and antioxidants, provided new insights into the complex mechanism of radiation resistance in D. radiodurans.
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Affiliation(s)
- Hemi Luan
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
- Department of Chemistry, Hong Kong Baptist University, Hong Kong, China
| | - Nan Meng
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Jin Fu
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Xiaomin Chen
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Xun Xu
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Qiang Feng
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Hui Jiang
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Jun Dai
- College of Life Sciences, Wuhan University, Wuhan, China
- Key Laboratory of Fermentation Engineering, Hubei Provincial Cooperative Innovation Center of Industrial Fermentation, Hubei University of Technology, Wuhan, China
| | - Xune Yuan
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Yanping Lu
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Alexandra A. Roberts
- School of Pharmacy, University of East Anglia, Norwich Research Park, Norwich, United Kingdom
| | - Xiao Luo
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Maoshan Chen
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Shengtao Xu
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Jun Li
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
| | - Chris J. Hamilton
- School of Pharmacy, University of East Anglia, Norwich Research Park, Norwich, United Kingdom
| | - Chengxiang Fang
- College of Life Sciences, Wuhan University, Wuhan, China
- * E-mail: (CF); (JW)
| | - Jun Wang
- Department of Science and Technology, BGI-Shenzhen, Shenzhen, China
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
- King Abdulaziz University, Jeddah, Saudi Arabia
- * E-mail: (CF); (JW)
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18
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Lukman S, Verma CS, Fuentes G. Exploiting Protein Intrinsic Flexibility in Drug Design. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 805:245-69. [DOI: 10.1007/978-3-319-02970-2_11] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
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19
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Wan H, Hu JP, Li KS, Tian XH, Chang S. Molecular dynamics simulations of DNA-free and DNA-bound TAL effectors. PLoS One 2013; 8:e76045. [PMID: 24130757 PMCID: PMC3794935 DOI: 10.1371/journal.pone.0076045] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2013] [Accepted: 08/22/2013] [Indexed: 12/05/2022] Open
Abstract
TAL (transcriptional activator-like) effectors (TALEs) are DNA-binding proteins, containing a modular central domain that recognizes specific DNA sequences. Recently, the crystallographic studies of TALEs revealed the structure of DNA-recognition domain. In this article, molecular dynamics (MD) simulations are employed to study two crystal structures of an 11.5-repeat TALE, in the presence and absence of DNA, respectively. The simulated results indicate that the specific binding of RVDs (repeat-variable diresidues) with DNA leads to the markedly reduced fluctuations of tandem repeats, especially at the two ends. In the DNA-bound TALE system, the base-specific interaction is formed mainly by the residue at position 13 within a TAL repeat. Tandem repeats with weak RVDs are unfavorable for the TALE-DNA binding. These observations are consistent with experimental studies. By using principal component analysis (PCA), the dominant motions are open-close movements between the two ends of the superhelical structure in both DNA-free and DNA-bound TALE systems. The open-close movements are found to be critical for the recognition and binding of TALE-DNA based on the analysis of free energy landscape (FEL). The conformational analysis of DNA indicates that the 5′ end of DNA target sequence has more remarkable structural deformability than the other sites. Meanwhile, the conformational change of DNA is likely associated with the specific interaction of TALE-DNA. We further suggest that the arrangement of N-terminal repeats with strong RVDs may help in the design of efficient TALEs. This study provides some new insights into the understanding of the TALE-DNA recognition mechanism.
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Affiliation(s)
- Hua Wan
- College of Informatics, South China Agricultural University, Guangzhou, China
| | - Jian-ping Hu
- College of Chemistry, Leshan Normal University, Leshan, China
| | - Kang-shun Li
- College of Informatics, South China Agricultural University, Guangzhou, China
| | - Xu-hong Tian
- College of Informatics, South China Agricultural University, Guangzhou, China
| | - Shan Chang
- College of Informatics, South China Agricultural University, Guangzhou, China
- * E-mail:
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20
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Negureanu L, Salsbury FR. Destabilization of the MutSα's protein-protein interface due to binding to the DNA adduct induced by anticancer agent carboplatin via molecular dynamics simulations. J Mol Model 2013; 19:4969-89. [PMID: 24061854 DOI: 10.1007/s00894-013-1998-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2013] [Accepted: 09/05/2013] [Indexed: 12/22/2022]
Abstract
DNA mismatch repair (MMR) proteins maintain genetic integrity in all organisms by recognizing and repairing DNA errors. Such alteration of hereditary information can lead to various diseases, including cancer. Besides their role in DNA repair, MMR proteins detect and initiate cellular responses to certain type of DNA damage. Its response to the damaged DNA has made the human MMR pathway a useful target for anticancer agents such as carboplatin. This study indicates that strong, specific interactions at the interface of MutSα in response to the mismatched DNA recognition are replaced by weak, non-specific interactions in response to the damaged DNA recognition. Data suggest a severe impairment of the dimerization of MutSα in response to the damaged DNA recognition. While the core of MutSα is preserved in response to the damaged DNA recognition, the loss of contact surface and the rearrangement of contacts at the protein interface suggest a different packing in response to the damaged DNA recognition. Coupled in response to the mismatched DNA recognition, interaction energies, hydrogen bonds, salt bridges, and solvent accessible surface areas at the interface of MutSα and within the subunits are uncoupled or asynchronously coupled in response to the damaged DNA recognition. These pieces of evidence suggest that the loss of a synchronous mode of response in the MutSα's surveillance for DNA errors would possibly be one of the mechanism(s) of signaling the MMR-dependent programed cell death much wanted in anticancer therapies. The analysis was drawn from dynamics simulations.
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Abstract
Normal cell function requires strict control over the repair of DNA damage, which prevents excessive mutagenesis. An enhanced accumulation of mutations results in the multistep process generally known as carcinogenesis. Defects in repair pathways fuel such mutagenesis by allowing reiterative cycles of mutation, selection, and clonal expansion that drive cancer progression. The repair of mismatches is an important mechanism in the prevention of such genetic instability. In addition, proteins of this pathway have the unique ability to function in DNA damage response by inducing apoptosis when irreparable damage is encountered. Though originally identified primarily in association with a predisposition to hereditary colon cancer, mismatch repair defects have been identified in many other cancer types, including prostate cancer. From the first discovery of microsatellite instability in prostate cancer cell lines and tumor samples, variations in protein levels and a possible association with recurrence and aggression of disease have been described. Current results suggest that the involvement of mismatch repair proteins in prostate cancer may differ from that found in colorectal cancer, in the type of proteins and protein defects involved and the type of causative mutations. Additional work is clearly needed to investigate this involvement and the possibility that such defects may affect treatment response and androgen independence.
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Affiliation(s)
- John Jarzen
- Department of Biology, College of Science and Technology, Georgia Southern University, Statesboro, Georgia, USA
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22
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Negureanu L, Salsbury FR. Non-specificity and synergy at the binding site of the carboplatin-induced DNA adduct via molecular dynamics simulations of the MutSα-DNA recognition complex. J Biomol Struct Dyn 2013; 32:969-92. [PMID: 23799640 DOI: 10.1080/07391102.2013.799437] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
MutSα is the most abundant mismatch-binding factor of human DNA mismatch repair (MMR) proteins. MMR maintains genetic stability by recognizing and repairing DNA defects. Failure to accomplish their function may lead to cancer. In addition, MutSα recognizes at least some types of DNA damage making it a target for anticancer agents. Here, complementing scarce experimental data, we report unique hydrogen-bonding motifs associated with the recognition of the carboplatin induced DNA damage by MutSα. These data predict that carboplatin and cisplatin induced damaging DNA adducts are recognized by MutSα in a similar manner. Our simulations also indicate that loss of base pairing at the damage site results in (1) non-specific binding and (2) changes in the atomic flexibility at the lesion site and beyond. To further quantify alterations at MutSα-DNA interface in response to damage recognition, non-bonding interactions and salt bridges were investigated. These data indicate (1) possible different packing and (2) disruption of the salt bridges at the MutSα-DNA interface in the damaged complex. These findings (1) underscore the general observation of disruptions at the MutSα-DNA interface and (2) highlight the nature of the anticancer effect of the carboplatin agent. The analysis was carried out from atomistic simulations.
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23
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Sedletska Y, Culard F, Midoux P, Malinge JM. Interaction studies of muts and mutl with DNA containing the major cisplatin lesion and its mismatched counterpart under equilibrium and nonequilibrium conditions. Biopolymers 2013; 99:636-47. [DOI: 10.1002/bip.22232] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Revised: 02/04/2013] [Accepted: 03/05/2013] [Indexed: 11/12/2022]
Affiliation(s)
| | - Françoise Culard
- Centre de Biophysique Moléculaire; CNRS UPR 4301; affiliated to the University of Orléans and INSERM; rue Charles Sadron, 45071 Orléans Cedex 02; France
| | - Patrick Midoux
- Centre de Biophysique Moléculaire; CNRS UPR 4301; affiliated to the University of Orléans and INSERM; rue Charles Sadron, 45071 Orléans Cedex 02; France
| | - Jean-Marc Malinge
- Centre de Biophysique Moléculaire; CNRS UPR 4301; affiliated to the University of Orléans and INSERM; rue Charles Sadron, 45071 Orléans Cedex 02; France
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hMSH2 and hMLH1 gene expression patterns differ between lung adenocarcinoma and squamous cell carcinoma: correlation with patient survival and response to adjuvant chemotherapy treatment. Int J Biol Markers 2013; 27:e400-4. [PMID: 22865300 DOI: 10.5301/jbm.2012.9420] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/04/2012] [Indexed: 11/20/2022]
Abstract
BACKGROUND We recently showed that the mRNA levels of mismatch repair (MMR) proteins in non-small cell lung carcinoma (NSCLC) tissue specimens and the phenotypic translation of molecular MMR data refines the biology of the MMR system with consequent diagnostic implications in the clinical assessment of lung cancer patients. METHODS hMLH1 and hMSH2 mRNA expression was previously evaluated by qPCR for 29 NSCLC patients (13 with squamous cell carcinoma [SQC] and 16 with adenocarcinoma [ADC]) and MMR mRNA levels were converted into clinically distinct phenotypic entities. In this study, we evaluated the correlation of the hMSH2 and hMLH1 mRNA phenotypes with patient survival and their response to adjuvant chemotherapy. RESULTS hMSH2 and hMLH1 mRNA phenotypic distribution differed between SQC and ADC. The MMR phenotypes differed also between advanced and early stage SQC. SQC patients with an increased hMSH2 expression had a better outcome than patients with a reduced hMSH2 expression. However, ADC patients with an increased hMSH2 expression had a poor outcome compared to those with low hMSH2 levels. SQC patients with a high hMSH2 expression exhibited a better response to adjuvant chemotherapy, whereas ADC patients with high hMSH2 levels had a poor response. ADC patients with low hMSH2 levels showed good response to adjuvant chemotherapy compared to SQC patients bearing the same phenotypic profile. CONCLUSIONS Our findings show that MMR mRNA phenotypes may be added to the known biological differences between SQC and ADC. hMLH1 and hMSH2 phenotypes distributed differently according to the NSCLC stage. Distinct MMR mRNA phenotypes in SQC and ADC corresponded to patient response to adjuvant chemotherapy.
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25
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AbdelHafez EMN, Diamanduros A, Negureanu L, Luy Y, Bean JH, Zielke K, Crowe B, Vasilyeva A, Clodfelter JE, Aly OM, Abuo-Rahma GEDAA, Scarpinato KD, Salsbury FR, King SB. Computational and synthetic studies towards improving rescinnamine as an inducer of MSH2-dependent apoptosis in cancer treatment. MOLECULAR CANCER BIOLOGY 2013; 1:44. [PMID: 25485184 PMCID: PMC4254817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
We, and others, have previously shown that mismatch repair proteins, in addition to their repair function, contribute to cell death initiation. In response to some drugs, this cell death activity is independent of the repair function of the proteins. Rescinnamine, a derivative of the indole alkaloid reserpine, a drug used to treat hypertension several decades ago, was shown to target the cell death-initiating activity of mismatch repair proteins. When used in animals, the hypotensive action of this drug prevents applying appropriate concentrations for statistically significant tumor reduction. Using a combination of computational modeling, chemical synthesis and cell assays, we determine how rescinnamine can be structurally modified and what effect these modifications have on cell survival. These results inform further computational modeling to suggest new synthetic lead molecules to move toward further biological testing.
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Affiliation(s)
| | | | | | - Yan Luy
- Department of Physics, Wake Forest University, Winston-Salem, NC
| | - J. Hayley Bean
- Department of Biology, Georgia Southern University, Statesboro, GA
| | - Katherine Zielke
- Department of Biology, Georgia Southern University, Statesboro, GA
| | - Brittany Crowe
- Department of Biology, Georgia Southern University, Statesboro, GA
| | - Aksana Vasilyeva
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC; now: St. Jude Hospital, Memphis, TN
| | - Jill E. Clodfelter
- Department of Biochemistry, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Omar M. Aly
- Department of Medicinal Chemistry, Faculty of Pharmacy, Minia University, Minia , Egypt
| | | | | | | | - S. Bruce King
- Department of Chemistry, Wake Forest University, Winston-Salem, NC
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26
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Negureanu L, Salsbury F. 212 Shifting interfaces: changes in protein–protein and protein–DNA interfaces probed via molecular dynamics. J Biomol Struct Dyn 2013. [DOI: 10.1080/07391102.2013.790143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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27
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Dalhus B, Nilsen L, Korvald H, Huffman J, Forstrøm RJ, McMurray CT, Alseth I, Tainer JA, Bjørås M. Sculpting of DNA at abasic sites by DNA glycosylase homolog mag2. Structure 2012; 21:154-166. [PMID: 23245849 DOI: 10.1016/j.str.2012.11.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2012] [Revised: 11/05/2012] [Accepted: 11/06/2012] [Indexed: 11/15/2022]
Abstract
Modifications and loss of bases are frequent types of DNA lesions, often handled by the base excision repair (BER) pathway. BER is initiated by DNA glycosylases, generating abasic (AP) sites that are subsequently cleaved by AP endonucleases, which further pass on nicked DNA to downstream DNA polymerases and ligases. The coordinated handover of cytotoxic intermediates between different BER enzymes is most likely facilitated by the DNA conformation. Here, we present the atomic structure of Schizosaccharomyces pombe Mag2 in complex with DNA to reveal an unexpected structural basis for nonenzymatic AP site recognition with an unflipped AP site. Two surface-exposed loops intercalate and widen the DNA minor groove to generate a DNA conformation previously only found in the mismatch repair MutS-DNA complex. Consequently, the molecular role of Mag2 appears to be AP site recognition and protection, while possibly facilitating damage signaling by structurally sculpting the DNA substrate.
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Affiliation(s)
- Bjørn Dalhus
- Department of Microbiology, Centre of Molecular Biology and Neuroscience, Oslo University Hospital, Rikshospitalet, PO Box 4950, Nydalen, N-0424, Oslo, Norway; Department of Medical Biochemistry, Oslo University Hospital, Rikshospitalet, PO Box 4950, Nydalen, N-0424, Oslo, Norway
| | - Line Nilsen
- Department of Microbiology, Centre of Molecular Biology and Neuroscience, Oslo University Hospital, Rikshospitalet, PO Box 4950, Nydalen, N-0424, Oslo, Norway
| | - Hanne Korvald
- Department of Microbiology, Centre of Molecular Biology and Neuroscience, Oslo University Hospital, Rikshospitalet, PO Box 4950, Nydalen, N-0424, Oslo, Norway
| | - Joy Huffman
- Department of Molecular Biology and The Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Rune Johansen Forstrøm
- Department of Microbiology, Centre of Molecular Biology and Neuroscience, Oslo University Hospital, Rikshospitalet, PO Box 4950, Nydalen, N-0424, Oslo, Norway
| | - Cynthia T McMurray
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic and Foundation, Rochester, MN 55905, USA; Department of Genome Dynamics, Lawrence Berkeley National Laboratory, One Cyclotron Road, Mailstop: 83R0101, Berkeley, CA 94720, USA
| | - Ingrun Alseth
- Department of Microbiology, Centre of Molecular Biology and Neuroscience, Oslo University Hospital, Rikshospitalet, PO Box 4950, Nydalen, N-0424, Oslo, Norway.
| | - John A Tainer
- Department of Molecular Biology and The Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, CA 92037, USA; Department of Bioenergy/GTL and Structural Biology, Lawrence Berkeley National Laboratory, One Cyclotron Road, Mailstop: 83R0101, Berkeley, CA 94720, USA.
| | - Magnar Bjørås
- Department of Microbiology, Centre of Molecular Biology and Neuroscience, Oslo University Hospital, Rikshospitalet, PO Box 4950, Nydalen, N-0424, Oslo, Norway; Department of Medical Biochemistry, Oslo University Hospital, Rikshospitalet, PO Box 4950, Nydalen, N-0424, Oslo, Norway; Department of Molecular Biology and The Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, CA 92037, USA.
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28
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Elder RM, Jayaraman A. Role of structure and dynamics of DNA with cisplatin and oxaliplatin adducts in various sequence contexts on binding of HMGB1a. MOLECULAR SIMULATION 2012. [DOI: 10.1080/08927022.2011.654208] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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29
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Negureanu L, Salsbury FR. The molecular origin of the MMR-dependent apoptosis pathway from dynamics analysis of MutSα-DNA complexes. J Biomol Struct Dyn 2012; 30:347-61. [PMID: 22712459 PMCID: PMC3389999 DOI: 10.1080/07391102.2012.680034] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The cellular response to DNA damage signaling by mismatch-repair (MMR) proteins is incompletely understood. It is generally accepted that MMR-dependent apoptosis pathway in response to DNA damage detection is independent of MMR's DNA repair function. In this study, we investigate correlated motions in response to the binding of mismatched and platinum cross-linked DNA fragments by MutSα, as derived from 50 ns molecular dynamics simulations. The protein dynamics in response to the mismatched and damaged DNA recognition suggests that MutSα signals their recognition through independent pathways providing evidence for the molecular origin of the MMR-dependent apoptosis. MSH2 subunit is indicated to play a key role in signaling both mismatched and damaged DNA recognition; localized and collective motions within the protein allow identifying sites on the MSH2 surface possible involved in recruiting proteins responsible for downstream events. Unlike in the mismatch complex, predicted key communication sites specific for the damage recognition are on the list of known cancer-causing mutations or deletions. This confirms MSH2's role in signaling DNA damage-induced apoptosis and suggests that defects in MMR alone is sufficient to trigger tumorigenesis, supporting the experimental evidence that MMR-damage response function could protect from the early occurrence of tumors. Identifying these particular communication sites may have implications for the treatment of cancers that are not defective for MMR, but are unable to function optimally for MMR-dependent responses following DNA damage such as the case of resistance to cisplatin.
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30
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Dynamical allosterism in the mechanism of action of DNA mismatch repair protein MutS. Biophys J 2012; 101:1730-9. [PMID: 21961599 DOI: 10.1016/j.bpj.2011.08.039] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2011] [Revised: 07/19/2011] [Accepted: 08/17/2011] [Indexed: 11/21/2022] Open
Abstract
The multidomain protein Thermus aquaticus MutS and its prokaryotic and eukaryotic homologs recognize DNA replication errors and initiate mismatch repair. MutS actions are fueled by ATP binding and hydrolysis, which modulate its interactions with DNA and other proteins in the mismatch-repair pathway. The DNA binding and ATPase activities are allosterically coupled over a distance of ∼70 Å, and the molecular mechanism of coupling has not been clarified. To address this problem, all-atom molecular dynamics simulations of ∼150 ns including explicit solvent were performed on two key complexes--ATP-bound and ATP-free MutS⋅DNA(+T bulge). We used principal component analysis in fluctuation space to assess ATP ligand-induced changes in MutS structure and dynamics. The molecular dynamics-calculated ensembles of thermally accessible structures showed markedly small differences between the two complexes. However, analysis of the covariance of dynamical fluctuations revealed a number of potentially significant interresidue and interdomain couplings. Moreover, principal component analysis revealed clusters of correlated atomic fluctuations linking the DNA and nucleotide binding sites, especially in the ATP-bound MutS⋅DNA(+T) complex. These results support the idea that allosterism between the nucleotide and DNA binding sites in MutS can occur via ligand-induced changes in motion, i.e., dynamical allosterism.
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31
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Law S, Feig M. Base-flipping mechanism in postmismatch recognition by MutS. Biophys J 2011; 101:2223-31. [PMID: 22067162 PMCID: PMC3207177 DOI: 10.1016/j.bpj.2011.09.045] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2011] [Revised: 09/12/2011] [Accepted: 09/13/2011] [Indexed: 11/15/2022] Open
Abstract
DNA mismatch recognition and repair is vital for preserving the fidelity of the genome. Conserved across prokaryotes and eukaryotes, MutS is the primary protein that is responsible for recognizing a variety of DNA mismatches. From molecular dynamics simulations of the Escherichia coli MutS-DNA complex, we describe significant conformational dynamics in the DNA surrounding a G·T mismatch that involves weakening of the basepair hydrogen bonding in the basepair adjacent to the mismatch and, in one simulation, complete base opening via the major groove. The energetics of base flipping was further examined with Hamiltonian replica exchange free energy calculations revealing a stable flipped-out state with an initial barrier of ~2 kcal/mol. Furthermore, we observe changes in the local DNA structure as well as in the MutS structure that appear to be correlated with base flipping. Our results suggest a role of base flipping as part of the repair initiation mechanism most likely leading to sliding-clamp formation.
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Affiliation(s)
- Sean M. Law
- Department of Biochemistry & Molecular Biology, Michigan State University, East Lansing, Michigan
| | - Michael Feig
- Department of Biochemistry & Molecular Biology, Michigan State University, East Lansing, Michigan
- Department of Chemistry, Michigan State University, East Lansing, Michigan
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32
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Salsbury FR. Molecular dynamics simulations of protein dynamics and their relevance to drug discovery. Curr Opin Pharmacol 2011; 10:738-44. [PMID: 20971684 DOI: 10.1016/j.coph.2010.09.016] [Citation(s) in RCA: 123] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2010] [Revised: 09/29/2010] [Accepted: 09/30/2010] [Indexed: 11/18/2022]
Abstract
Molecular dynamics simulations have become increasingly useful in studying biological systems of biomedical interest, and not just in the study of model or toy systems. In this article, the methods and principles of all-atom molecular dynamics will be elucidated with several examples provided of their utility to investigators interested on drug discovery.
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Affiliation(s)
- Freddie R Salsbury
- Department of Physics, Wake Forest University, 1834 Wake Forest Road, Winston-Salem, NC 27106, USA.
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33
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Fadda E, Pomès R. On the molecular basis of uracil recognition in DNA: comparative study of T-A versus U-A structure, dynamics and open base pair kinetics. Nucleic Acids Res 2010; 39:767-80. [PMID: 20876689 PMCID: PMC3025553 DOI: 10.1093/nar/gkq812] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Uracil (U) can be found in DNA as a mismatch paired either to adenine (A) or to guanine (G). Removal of U from DNA is performed by a class of enzymes known as uracil–DNA–glycosylases (UDG). Recent studies suggest that recognition of U–A and U–G mismatches by UDG takes place via an extra-helical mechanism. In this work, we use molecular dynamics simulations to analyze the structure, dynamics and open base pair kinetics of U–A base pairs relative to their natural T–A counterpart in 12 dodecamers. Our results show that the presence of U does not alter the local conformation of B-DNA. Breathing dynamics and base pair closing kinetics are only weakly dependent on the presence of U versus T, with open T–A and U–A pairs lifetimes in the nanosecond timescale. Additionally, we observed spontaneous base flipping in U–A pairs. We analyze the structure and dynamics for this event and compare the results to available crystallographic data of open base pair conformations. Our results are in agreement with both structural and kinetic data derived from NMR imino proton exchange measurements, providing the first detailed description at the molecular level of elusive events such as spontaneous base pair opening and flipping in mismatched U–A sequences in DNA. Based on these results, we propose that base pair flipping can occur spontaneously at room temperature via a 3-step mechanism with an open base pair intermediate. Implications for the molecular basis of U recognition by UDG are discussed.
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Affiliation(s)
- Elisa Fadda
- School of Chemistry, National University of Ireland, Galway (NUIG), Galway, Ireland.
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34
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Vasilyeva A, Clodfelter JE, Gorczynski MJ, Gerardi AR, King SB, Salsbury F, Scarpinato KD. Parameters of Reserpine Analogs That Induce MSH2/MSH6-Dependent Cytotoxic Response. J Nucleic Acids 2010; 2010. [PMID: 20936178 PMCID: PMC2946608 DOI: 10.4061/2010/162018] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2010] [Revised: 06/02/2010] [Accepted: 06/18/2010] [Indexed: 11/20/2022] Open
Abstract
Mismatch repair proteins modulate the cytotoxicity of several chemotherapeutic agents. We have recently proposed a "death conformation" of the MutS homologous proteins that is distinguishable from their "repair conformation." This conformation can be induced by a small molecule, reserpine, leading to DNA-independent cell death. We investigated the parameters for a small reserpine-like molecule that are required to interact with MSH2/MSH6 to induce MSH2/MSH6-dependent cytotoxic response. A multidisciplinary approach involving structural modeling, chemical synthesis, and cell biology analyzed reserpine analogs and modifications. We demonstrate that the parameters controlling the induction of MSH2/MSH6-dependent cytotoxicity for reserpine-analogous molecules reside in the specific requirements for methoxy groups, the size of the molecule, and the orientation of molecules within the protein-binding pocket. Reserpine analog rescinnamine showed improved MSH2-dependent cytotoxicity. These results have important implications for the identification of compounds that require functional MMR proteins to exhibit their full cytotoxicity, which will avoid resistance in MMR-deficient cells.
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Affiliation(s)
- Aksana Vasilyeva
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA
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35
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Polosina YY, Cupples CG. Wot the 'L-Does MutL do? Mutat Res 2010; 705:228-38. [PMID: 20667509 DOI: 10.1016/j.mrrev.2010.07.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2010] [Revised: 07/13/2010] [Accepted: 07/14/2010] [Indexed: 11/26/2022]
Abstract
In model DNA, A pairs with T, and C with G. However, in vivo, the complementarity of the DNA strands may be disrupted by errors in DNA replication, biochemical modification of bases and recombination. In prokaryotic organisms, mispaired bases are recognized by MutS homologs which, together with MutL homologs, initiate mismatch repair. These same proteins also participate in base excision repair and nucleotide excision repair. In eukaryotes they regulate not just DNA repair but also meiotic recombination, cell-cycle delay and/or apoptosis in response to DNA damage, and hypermutation in immunoglobulin genes. Significantly, the same DNA mismatches that trigger repair in some circumstances trigger non-repair pathways in others. In this review, we argue that mismatch recognition by the MutS proteins is linked to these disparate biological outcomes through regulated interaction of MutL proteins with a wide variety of effector proteins.
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Affiliation(s)
- Yaroslava Y Polosina
- Department of Biochemistry and Microbiology, University of Victoria, PO Box 3055, STN CSC, Victoria, BC, Canada.
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36
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Ahmad S. Platinum-DNA interactions and subsequent cellular processes controlling sensitivity to anticancer platinum complexes. Chem Biodivers 2010; 7:543-66. [PMID: 20232326 DOI: 10.1002/cbdv.200800340] [Citation(s) in RCA: 154] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Platinum-based compounds are widely used as chemotherapeutics for the treatment of a variety of cancers. The anticancer activity of cisplatin and other platinum drugs is believed to arise from their interaction with DNA. Several cellular pathways are activated in response to this interaction, which include recognition by high-mobility group and repair proteins, translesion synthesis by polymerases, and induction of apoptosis. The apoptotic process is regulated by activation of caspases, p53 gene, and several proapoptotic and antiapoptotic proteins. Such cellular processing eventually leads to an inhibition of the replication or transcription machinery of the cell. Deactivation of platinum drugs by thiols, increased nucleotide excision repair of Pt-DNA adducts, decreased mismatch repair, and defective apoptosis result in resistance to platinum therapy. The differences in cytotoxicity of various platinum complexes are attributed to the differential recognition of their adducts by cellular proteins. Cisplatin and oxaliplatin both produce mainly 1,2-GG intrastrand cross-links as major adducts, but oxaliplatin is found to be more active particularly against cisplatin-resistant tumor cells. Mismatch repair and replicative bypass appear to be the processes most likely involved in differentiating the molecular responses to these two agents. This review describes the formation of Pt-DNA adducts, their interaction with cellular components, and biological effects of this interaction.
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Affiliation(s)
- Saeed Ahmad
- Department of Chemistry, University of Engineering and Technology, Lahore 54890, Pakistan.
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37
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Sass LE, Lanyi C, Weninger K, Erie DA. Single-molecule FRET TACKLE reveals highly dynamic mismatched DNA-MutS complexes. Biochemistry 2010; 49:3174-90. [PMID: 20180598 DOI: 10.1021/bi901871u] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The first step in DNA mismatch repair (MMR) is the recognition of DNA mismatches or nucleotide insertions/deletions (IDLs) by MutS and MutS homologues. To investigate the conformational properties of MutS-mismatch complexes, we used single-molecule fluorescence resonance energy transfer (smFRET) to examine the dynamics of MutS-induced DNA bending at a GT mismatch. The FRET measurements reveal that the MutS-GT mismatch recognition complex is highly dynamic, undergoing conformational transitions between many states with different degrees of DNA bending. Due to the complexity of the data, we developed an analysis approach, called FRET TACKLE, in which we combine direct analysis of FRET transitions with examination of kinetic lifetimes to identify all of the conformational states and characterize the kinetics of the binding and conformational equilibria. The data reveal that MutS-GT complexes can reside in six different conformations, which have lifetimes that differ by as much as 20-fold and exhibit rates of interconversion that vary by 2 orders of magnitude. To gain further insight into the dynamic properties of GT-MutS complexes and to bolster the validity of our analysis, we complemented our experimental data with Monte Carlo simulations. Taken together, our results suggest that the dynamics of the MutS-mismatch complex could govern the efficiency of repair of different DNA mismatches. Finally, in addition to revealing these important biological implications of MutS-DNA interactions, this FRET TACKLE method will enable the analysis of the complex dynamics of other biological systems.
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Affiliation(s)
- Lauryn E Sass
- Department of Chemistry, University of North Carolina, Chapel Hill,North Carolina 27599, USA
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38
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Polosina YY, Cupples CG. MutL: conducting the cell's response to mismatched and misaligned DNA. Bioessays 2010; 32:51-9. [PMID: 19953589 DOI: 10.1002/bies.200900089] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Base pair mismatches in DNA arise from errors in DNA replication, recombination, and biochemical modification of bases. Mismatches are inherently transient. They are resolved passively by DNA replication, or actively by enzymatic removal and resynthesis of one of the bases. The first step in removal is recognition of strand discontinuity by one of the MutS proteins. Mismatches arising from errors in DNA replication are repaired in favor of the base on the template strand, but other mismatches trigger base excision or nucleotide excision repair (NER), or non-repair pathways such as hypermutation, cell cycle arrest, or apoptosis. We argue that MutL homologues play a key role in determining biologic outcome by recruiting and/or activating effector proteins in response to lesion recognition by MutS. We suggest that the process is regulated by conformational changes in MutL caused by cycles of ATP binding and hydrolysis, and by physiologic changes which influence effector availability.
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Affiliation(s)
- Yaroslava Y Polosina
- Department of Biochemistry and Microbiology, University of Victoria, BC, Canada.
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39
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Topping RP, Wilkinson JC, Scarpinato KD. Mismatch repair protein deficiency compromises cisplatin-induced apoptotic signaling. J Biol Chem 2009; 284:14029-39. [PMID: 19286655 DOI: 10.1074/jbc.m809303200] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Mismatch repair (MMR) proteins participate in cytotoxicity induced by certain DNA damage-inducing agents, including cisplatin (cis-diamminedichloroplatinum(II), CDDP), a cancer chemotherapeutic drug utilized clinically to treat a variety of malignancies. MMR proteins have been demonstrated to bind to CDDP-DNA adducts and initiate MMR protein-dependent cell death in cells treated with CDDP; however, the molecular events underlying this death remain unclear. As MMR proteins have been suggested to be important in clinical responses to CDDP, a clear understanding of MMR protein-dependent, CDDP-induced cell death is critical. In this report, we demonstrate MMR protein-dependent relocalization of cytochrome c to the cytoplasm and cleavage of caspase-9, caspase-3, and poly(ADP-ribose) polymerase upon treatment of cells with CDDP. Chemical inhibition of caspases specifically attenuates CDDP/MMR protein-dependent cytotoxicity, suggesting that a caspase-dependent signaling mechanism is required for the execution of this cell death. p53 protein levels were up-regulated independently of MMR protein status, suggesting that p53 is not a mediator of MMR-dependent, CDDP-induced death. This work is the first indication of a required signaling mechanism in CDDP-induced, MMR protein-dependent cytotoxicity, which can be uncoupled from other CDDP response pathways, and defines a critical contribution of MMR proteins to the control of cell death.
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Affiliation(s)
- Ryan P Topping
- Departments of Cancer Biology and Biochemistry and Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27157, USA
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40
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Garrison EM, Arrizabalaga G. Disruption of a mitochondrial MutS DNA repair enzyme homologue confers drug resistance in the parasite Toxoplasma gondii. Mol Microbiol 2009; 72:425-41. [PMID: 19291232 DOI: 10.1111/j.1365-2958.2009.06655.x] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
MutS homologues (MSHs) are critical components of the eukaryotic mismatch repair machinery. In addition to repairing mismatched DNA, mismatch repair enzymes are known in higher eukaryotes to directly signal cell cycle arrest and apoptosis in response to DNA-damaging agents. Accordingly, mammalian cells lacking certain MSHs are resistant to chemotherapeutic drugs. Interestingly, we have discovered that the disruption of TgMSH-1, an MSH in the pathogenic parasite, Toxoplasma gondii, confers drug resistance. Through a genetic selection for T. gondii mutants resistant to the antiparasitic drug monensin, we have isolated a strain that is resistant not only to monensin but also to salinomycin and the alkylating agent, methylnitrosourea. We have shown that this phenotype is due to the disruption of TgMSH-1 as the multidrug-resistance phenotype is complemented by a wild-type copy of TgMSH-1 and is recapitulated by a directed disruption of this gene in a wild-type strain. We have also shown that, unlike previously described MSHs involved in signalling, TgMSH-1 localizes to the parasite mitochondrion. These results provide the first example of a mitochondrial MSH that is involved in drug sensitivity and implicate the induction of mitochondrial stress as a mode of action of the widely used drug, monensin.
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Affiliation(s)
- Erin M Garrison
- Department of Microbiology, Molecular Biology and Biochemistry, University of Idaho, Moscow, ID 83844, USA
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41
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Small molecule induction of MSH2-dependent cell death suggests a vital role of mismatch repair proteins in cell death. DNA Repair (Amst) 2008; 8:103-13. [PMID: 18955167 DOI: 10.1016/j.dnarep.2008.09.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2008] [Revised: 09/15/2008] [Accepted: 09/16/2008] [Indexed: 11/21/2022]
Abstract
Avoidance of apoptosis is one of the hallmarks of cancer development and progression. Chemotherapeutic agents aim to initiate an apoptotic response, but often fail due to dysregulation. MSH proteins are capable of recognizing cisplatin damage in DNA and participate in the initiation of cell death. We have exploited this recognition and computationally simulated a MutS homolog (MSH) "death conformation". Screening and docking experiments based on this model determined that the MSH2-dependent cell-death pathway can be induced by a small molecule without DNA damage, reserpine. Reserpine was identified via virtual screening on structures obtained from molecular dynamics as a small molecule that selectively binds a protein "death" conformation. The virtual screening predicts that this small molecule binds in the absence of DNA. Cell biology confirmed that reserpine triggers the MSH2-dependent cell-death pathway. This result supports the hypothesis that the MSH2-dependent pathway is initiated by specific protein conformational changes triggered by binding to either DNA damage or small compound molecules. These findings have multiple implications for drug discovery and cell biology. Computational modeling may be used to identify and eventually design small molecules that selectively activate particular pathways through conformational control. Molecular dynamics simulations can be used to model the biologically relevant conformations and virtual screening can then be used to select for small molecules that bind specific conformations. The ability of a small molecule to induce the cell-death pathway suggests a broader role for MMR proteins in cellular events, such as cell-death pathways, than previously suspected.
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42
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Tessmer I, Yang Y, Zhai J, Du C, Hsieh P, Hingorani MM, Erie DA. Mechanism of MutS searching for DNA mismatches and signaling repair. J Biol Chem 2008; 283:36646-54. [PMID: 18854319 DOI: 10.1074/jbc.m805712200] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
DNA mismatch repair is initiated by the recognition of mismatches by MutS proteins. The mechanism by which MutS searches for and recognizes mismatches and subsequently signals repair remains poorly understood. We used single-molecule analyses of atomic force microscopy images of MutS-DNA complexes, coupled with biochemical assays, to determine the distributions of conformational states, the DNA binding affinities, and the ATPase activities of wild type and two mutants of MutS, with alanine substitutions in the conserved Phe-Xaa-Glu mismatch recognition motif. We find that on homoduplex DNA, the conserved Glu, but not the Phe, facilitates MutS-induced DNA bending, whereas at mismatches, both Phe and Glu promote the formation of an unbent conformation. The data reveal an unusual role for the Phe residue in that it promotes the unbending, not bending, of DNA at mismatch sites. In addition, formation of the specific unbent MutS-DNA conformation at mismatches appears to be required for the inhibition of ATP hydrolysis by MutS that signals initiation of repair. These results provide a structural explanation for the mechanism by which MutS searches for and recognizes mismatches and for the observed phenotypes of mutants with substitutions in the Phe-Xaa-Glu motif.
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Affiliation(s)
- Ingrid Tessmer
- Department of Chemistry and Curriculum in Applied Sciences and Engineering, University of North Carolina, Chapel Hill, North Carolina 27599, USA
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43
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Binding of mismatch repair protein MutS to mispaired DNA adducts of intercalating ruthenium(II) arene complexes. J Biol Inorg Chem 2008; 13:993-9. [DOI: 10.1007/s00775-008-0386-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2008] [Accepted: 05/06/2008] [Indexed: 10/22/2022]
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44
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McMurray CT. Hijacking of the mismatch repair system to cause CAG expansion and cell death in neurodegenerative disease. DNA Repair (Amst) 2008; 7:1121-34. [PMID: 18472310 DOI: 10.1016/j.dnarep.2008.03.013] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Mammalian cells have evolved sophisticated DNA repair systems to correct mispaired or damaged bases and extrahelical loops. Emerging evidence suggests that, in some cases, the normal DNA repair machinery is "hijacked" to become a causative factor in mutation and disease, rather than act as a safeguard of genomic integrity. In this review, we consider two cases in which active MMR leads to mutation or to cell death. There may be similar mechanisms by which uncoupling of normal MMR recognition from downstream repair allows triplet expansions underlying human neurodegenerative disease, or cell death in response to chemical lesion.
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Affiliation(s)
- Cynthia T McMurray
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN 55905, USA.
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45
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Pfaff DA, Clarke KM, Parr TA, Cole JM, Geierstanger BH, Tahmassebi DC, Dwyer TJ. Solution structure of a DNA duplex containing a guanine-difluorotoluene pair: a wobble pair without hydrogen bonding? J Am Chem Soc 2008; 130:4869-78. [PMID: 18341343 DOI: 10.1021/ja7103608] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The incorporation of synthetic nucleoside analogues into DNA duplexes provides a unique opportunity to probe both structure and function of nucleic acids. We used 1H and 19F NMR and molecular dynamics calculations to determine the solution structures of two similar DNA decamer duplexes, one containing a central G-T mismatched or "wobble" base pair, and one in which the thymine in this base pair is replaced by difluorotoluene (a thymine isostere) creating a G-F pair. Here, we show that the non-hydrogen-bonding G-F pair stacks relatively well into the helix and that the distortions caused by each non-Watson-Crick G-T or G-F base pair are quite localized to a three base pair site around the mismatch. A detailed structural analysis reveals that the absence of hydrogen bonding introduces more dynamic motion into the G-F pair relative to G-T and permits the G-F pair to exhibit stacking and conformational features characteristic of both a Watson-Crick base pair (on the guanine containing strand) and a wobble base pair (on the strand containing the difluorotoluene). We used these results to posit a rationale for recognition and repair of mismatch sites in DNA.
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Affiliation(s)
- Danielle A Pfaff
- Department of Chemistry and Biochemistry, University of San Diego, San Diego, California 92110, USA
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46
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Will J, Sheldrick WS, Wolters D. Characterisation of cisplatin coordination sites in cellular Escherichia coli DNA-binding proteins by combined biphasic liquid chromatography and ESI tandem mass spectrometry. J Biol Inorg Chem 2007; 13:421-34. [DOI: 10.1007/s00775-007-0333-8] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2007] [Accepted: 12/05/2007] [Indexed: 01/08/2023]
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47
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Sedletska Y, Fourrier L, Malinge JM. Modulation of MutS ATP-dependent functional activities by DNA containing a cisplatin compound lesion (base damage and mismatch). J Mol Biol 2007; 369:27-40. [PMID: 17400248 DOI: 10.1016/j.jmb.2007.02.048] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2006] [Revised: 02/03/2007] [Accepted: 02/12/2007] [Indexed: 11/27/2022]
Abstract
DNA damage-dependent signaling by the DNA mismatch repair (MMR) system is thought to mediate cytotoxicity of the anti-tumor drug cisplatin through molecular mechanisms that could differ from those required for normal mismatch repair. The present study investigated whether ATP-dependent biochemical properties of Escherichia coli MutS protein differ when the protein interacts with a DNA oligonucleotide containing a GT mismatch versus a unique site specifically placed cisplatin compound lesion, a cisplatin 1,2-d(GpG) intrastrand cross-link with a mispaired thymine opposite the 3' platinated guanine. MutS exhibited substantial affinity for this compound lesion in hydrolytic and in non-hydrolytic conditions of ATP, contrasting with the normal nucleotide inhibition effect of mispair binding. The cisplatin compound lesion was also shown to stimulate poorly MutS ATPase activity to approach the hydrolysis rate induced by nonspecific DNA. Moreover, MutS undergoes distinct conformation changes in the presence of the compound lesion and ATP under hydrolytic conditions as shown by limited proteolysis. In the absence of MutS, the cisplatin compound lesion was shown to induce a 39 degrees rigid bending of the DNA double helix contrasting with an unbent state for DNA containing a GT mispair. Furthermore, an unbent DNA substrate containing a monofunctional adduct mimicking a cisplatin residue failed to form a persistent nucleoprotein complex with MutS in the presence of adenine nucleotide. We propose that DNA bending could play a role in MutS biochemical modulations induced by a compound lesion and that cisplatin DNA damage signaling by the MMR system could be modulated in a direct mode.
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Affiliation(s)
- Yuliya Sedletska
- Centre de Biophysique Moléculaire, CNRS, Rue Charles Sadron, 45071 Orléans Cedex 02, France
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Valentini AM, Armentano R, Pirrelli M, Caruso ML. Chemotherapeutic agents for colorectal cancer with a defective mismatch repair system: The state of the art. Cancer Treat Rev 2006; 32:607-18. [PMID: 17055172 DOI: 10.1016/j.ctrv.2006.08.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2006] [Revised: 07/27/2006] [Accepted: 08/14/2006] [Indexed: 01/09/2023]
Abstract
Mismatch repair (MMR) proteins are capable of recognizing and processing not only single base-pair mismatches and insertion-deletion loops that occur during DNA replication, but also adducts in DNA resulting from treatment with cancer chemotherapy agents. MMR deficiency leads to microsatellite instability (MSI) and results in resistance to antimetabolites, alkylating and platinating agents, DNA minor groove binders, and inhibitors of topoisomerases. Therefore, anticancer agents that can be recommended for use in MMR deficient colorectal cancers are those that exert their cytotoxicity regardless of the MMR status. These include some alkylating drugs, brostacillin, gemcytabine, photodynamic therapy, taxanes. An approach that is currently receiving much attention is the use of agents such as 5-azacytidine, an inhibitor of the DNA methyltransferases, in combination with inhibitors of histone de-acetylation, to restore the MMR function. A strong anti-proliferative efficacy with a relatively low direct cytotoxicity, obtainable with oloumicine and roscovitine (selective cyclin-dependent kinases inhibitors) can represent a new expedient for the therapeutic treatment of MMR deficient colorectal cancers. The question of how MMR defects modulate the response to chemotherapeutics deserves further investigation, to enable a more aware choice of cancer treatment.
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Affiliation(s)
- Anna Maria Valentini
- IRCCS, Pathology, via della resistenza, 70013 Castellana Grotte, Castellana Grotte, Italy.
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Holmes SF, Scarpinato KD, McCulloch SD, Schaaper RM, Kunkel TA. Specialized mismatch repair function of Glu339 in the Phe-X-Glu motif of yeast Msh6. DNA Repair (Amst) 2006; 6:293-303. [PMID: 17141577 PMCID: PMC1839834 DOI: 10.1016/j.dnarep.2006.10.023] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2006] [Revised: 10/20/2006] [Accepted: 10/21/2006] [Indexed: 01/23/2023]
Abstract
The major eukaryotic mismatch repair (MMR) pathway requires Msh2-Msh6, which, like Escherichia coli MutS, binds to and participates in repair of the two most common replication errors, single base-base and single base insertion-deletion mismatches. For both types of mismatches, the side chain of E. coli Glu38 in a conserved Phe-X-Glu motif interacts with a mismatched base. The Ovarepsilon of Glu38 forms a hydrogen bond with either the N7 of purines or the N3 of pyrimidines. We show here that changing E. coli Glu38 to alanine results in nearly complete loss of repair of both single base-base and single base deletion mismatches. In contrast, a yeast strain with alanine replacing homologous Glu339 in Msh6 has nearly normal repair for insertion-deletion and most base-base mismatches, but is defective in repairing base-base mismatches characteristic of oxidative stress, e.g. 8-oxo-G.A mismatches. The results suggest that bacterial MutS and yeast Msh2-Msh6 differ in how they recognize and/or process replication errors involving undamaged bases, and that Glu339 in Msh6 may have a specialized role in repairing mismatches containing oxidized bases.
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Affiliation(s)
- Shannon F. Holmes
- Laboratory of Molecular Genetics, National Institute of Environmental Health Sciences Research Triangle Park, NC 27709
- Laboratory of Structural Biology, National Institute of Environmental Health Sciences Research Triangle Park, NC 27709
| | | | - Scott D. McCulloch
- Laboratory of Molecular Genetics, National Institute of Environmental Health Sciences Research Triangle Park, NC 27709
- Laboratory of Structural Biology, National Institute of Environmental Health Sciences Research Triangle Park, NC 27709
| | - Roel M. Schaaper
- Laboratory of Molecular Genetics, National Institute of Environmental Health Sciences Research Triangle Park, NC 27709
| | - Thomas A. Kunkel
- Laboratory of Molecular Genetics, National Institute of Environmental Health Sciences Research Triangle Park, NC 27709
- Laboratory of Structural Biology, National Institute of Environmental Health Sciences Research Triangle Park, NC 27709
- Corresponding author: Phone: 919-541-2644, Fax: 919-541-7613
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