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Croft LV, Fisher M, Barbhuiya TK, El-Kamand S, Beard S, Rajapakse A, Gamsjaeger R, Cubeddu L, Bolderson E, O'Byrne K, Richard D, Gandhi NS. Sequence- and Structure-Dependent Cytotoxicity of Phosphorothioate and 2'- O-Methyl Modified Single-Stranded Oligonucleotides. Nucleic Acid Ther 2024. [PMID: 38648015 DOI: 10.1089/nat.2023.0056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2024] Open
Abstract
Single-stranded oligonucleotides (SSOs) are a rapidly expanding class of therapeutics that comprises antisense oligonucleotides, microRNAs, and aptamers, with ten clinically approved molecules. Chemical modifications such as the phosphorothioate backbone and the 2'-O-methyl ribose can improve the stability and pharmacokinetic properties of therapeutic SSOs, but they can also lead to toxicity in vitro and in vivo through nonspecific interactions with cellular proteins, gene expression changes, disturbed RNA processing, and changes in nuclear structures and protein distribution. In this study, we screened a mini library of 277 phosphorothioate and 2'-O-methyl-modified SSOs, with or without mRNA complementarity, for cytotoxic properties in two cancer cell lines. Using circular dichroism, nucleic magnetic resonance, and molecular dynamics simulations, we show that phosphorothioate- and 2'-O-methyl-modified SSOs that form stable hairpin structures through Watson-Crick base pairing are more likely to be cytotoxic than those that exist in an extended conformation. In addition, moderate and highly cytotoxic SSOs in our dataset have a higher mean purine composition than pyrimidine. Overall, our study demonstrates a structure-cytotoxicity relationship and indicates that the formation of stable hairpins should be a consideration when designing SSOs toward optimal therapeutic profiles.
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Affiliation(s)
- Laura V Croft
- School of Biomedical Sciences, Centre for Genomics and Personalised Health, Cancer and Ageing Research Program at Translational Research Institute, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Mark Fisher
- School of Biomedical Sciences, Centre for Genomics and Personalised Health, Cancer and Ageing Research Program at Translational Research Institute, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Tabassum Khair Barbhuiya
- School of Chemistry and Physics, Centre for Genomics and Personalised Health, Faculty of Science, Queensland University of Technology, Brisbane, Australia
| | - Serene El-Kamand
- School of Science, Western Sydney University, Penrith, Australia
| | - Samuel Beard
- School of Biomedical Sciences, Centre for Genomics and Personalised Health, Cancer and Ageing Research Program at Translational Research Institute, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Aleksandra Rajapakse
- School of Biomedical Sciences, Centre for Genomics and Personalised Health, Cancer and Ageing Research Program at Translational Research Institute, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | | | - Liza Cubeddu
- School of Science, Western Sydney University, Penrith, Australia
| | - Emma Bolderson
- School of Biomedical Sciences, Centre for Genomics and Personalised Health, Cancer and Ageing Research Program at Translational Research Institute, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Ken O'Byrne
- School of Biomedical Sciences, Centre for Genomics and Personalised Health, Cancer and Ageing Research Program at Translational Research Institute, Faculty of Health, Queensland University of Technology, Brisbane, Australia
- Princess Alexandra Hospital, Woolloongabba, Australia
| | - Derek Richard
- School of Biomedical Sciences, Centre for Genomics and Personalised Health, Cancer and Ageing Research Program at Translational Research Institute, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Neha S Gandhi
- School of Biomedical Sciences, Centre for Genomics and Personalised Health, Cancer and Ageing Research Program at Translational Research Institute, Faculty of Health, Queensland University of Technology, Brisbane, Australia
- School of Chemistry and Physics, Centre for Genomics and Personalised Health, Faculty of Science, Queensland University of Technology, Brisbane, Australia
- Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Karnataka, India
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Malik A, Jayarathna DK, Fisher M, Barbhuiya TK, Gandhi NS, Batra J. Dynamics and recognition of homeodomain containing protein-DNA complex of IRX4. Proteins 2024; 92:282-301. [PMID: 37861198 DOI: 10.1002/prot.26604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 09/15/2023] [Accepted: 09/25/2023] [Indexed: 10/21/2023]
Abstract
Iroquois Homeobox 4 (IRX4) belongs to a family of homeobox TFs having roles in embryogenesis, cell specification, and organ development. Recently, large scale genome-wide association studies and epigenetic studies have highlighted the role of IRX4 and its associated variants in prostate cancer. No studies have investigated and characterized the structural aspect of the IRX4 homeodomain and its potential to bind to DNA. The current study uses sequence analysis, homology modeling, and molecular dynamics simulations to explore IRX4 homeodomain-DNA recognition mechanisms and the role of somatic mutations affecting these interactions. Using publicly available databases, gene expression of IRX4 was found in different tissues, including prostate, heart, skin, vagina, and the protein expression was found in cancer cell lines (HCT166, HEK293), B cells, ascitic fluid, and brain. Sequence conservation of the homeodomain shed light on the importance of N- and C-terminal residues involved in DNA binding. The specificity of IRX4 homodimer bound to consensus human DNA sequence was confirmed by molecular dynamics simulations, representing the role of conserved amino acids including R145, A194, N195, S190, R198, and R199 in binding to DNA. Additional N-terminal residues like T144 and G143 were also found to have specific interactions highlighting the importance of N-terminus of the homeodomain in DNA recognition. Additionally, the effects of somatic mutations, including the conserved Arginine (R145, R198, and R199) residues on DNA binding elucidated the importance of these residues in stabilizing the protein-DNA complex. Secondary structure and hydrogen bonding analysis showed the roles of specific residues (R145, T191, A194, N195, R198, and R199) in maintaining the homogeneity of the structure and its interaction with DNA. The differences in relative binding free energies of all the mutants shed light on the structural modularity of this protein and the dynamics behind protein-DNA interaction. We also have predicted that the C-terminal sequence of the IRX4 homeodomain could act as a potential cell-penetrating peptide, emphasizing the role these small peptides could play in targeting homeobox TFs.
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Affiliation(s)
- Adil Malik
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Queensland, Australia
- Translational Research Institute, Woolloongabba, Queensland, Australia
| | - Dulari K Jayarathna
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, Queensland, Australia
- School of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Mark Fisher
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Queensland, Australia
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Tabassum Khair Barbhuiya
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, Queensland, Australia
- School of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Neha S Gandhi
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, Queensland, Australia
- School of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia
- Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Udupi, Karnataka, India
| | - Jyotsna Batra
- School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, Queensland, Australia
- Translational Research Institute, Woolloongabba, Queensland, Australia
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, Queensland, Australia
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Barbhuiya TK, Jayarathna DK, Gilmour R, Smet-Nocca C, Gandhi NS. Characterization of Posttranslationally Modified PHF-1 Tau Peptides Using Gaussian Accelerated Molecular Dynamics Simulation. Methods Mol Biol 2024; 2754:3-31. [PMID: 38512658 DOI: 10.1007/978-1-0716-3629-9_1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2024]
Abstract
The microtubule-associated protein, Tau, is an intrinsically disordered protein that plays a crucial role in neurodegenerative diseases like Alzheimer's disease. The posttranslational modifications across the Tau protein domains are involved in regulating Tau protein's function and disease onset. Of the various posttranslational modifications at Ser, Thr, and Tyr sites, O-GlcNAcylation and phosphorylation are the most critical ones, playing a vital role in Tau aggregation and tauopathies. To understand the function, it is essential to characterize the structural changes associated with Tau modification. Previous experimental studies have focused on high-resolution nuclear magnetic resonance techniques to structurally characterize the effect of phosphorylation, O-GlcNAcylation, and combination of both PTMs on Tau conformation in small peptides centered on the PHF-1 epitope from amino acid 392 to 411. The structural characterization using atomistic molecular dynamics simulation of such disordered peptides requires long simulation time, proper sampling method, and utilization of appropriate force fields for accurate determination of conformational ensembles, resembling the experimental data. This chapter details the protocol for the structural characterization of modified Tau peptides using the CHARMM36m force field and enhanced sampling methods like Gaussian accelerated molecular dynamics (GaMD) simulation. We have focused on a detailed explanation of the GaMD method and analyses of molecular dynamics trajectories to explain the relationship between two modifications, phospho- and glyco-, at C-terminus of Tau protein and its stable conformation over the longer simulation timeframes. The analyses involve energetics reweighting, clustering of simulation trajectories, and characterization of secondary structure using circular dichroism data from the simulation. The reader can utilize this protocol to investigate the structures of complex proteins, especially the disordered ones.
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Affiliation(s)
- Tabassum Khair Barbhuiya
- School of Chemistry and Physics, Faculty of Science, Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, QLD, Australia
- Cancer and Ageing Research Program, Translational Research Institute, Woolloongabba, QLD, Australia
| | - Dulari K Jayarathna
- School of Chemistry and Physics, Faculty of Science, Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, QLD, Australia
| | - Raechelle Gilmour
- School of Chemistry and Physics, Faculty of Science, Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, QLD, Australia
| | - Caroline Smet-Nocca
- University of Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1167 - RID-AGE - Risk Factors and Molecular Determinants of Aging-Related Diseases, Lille, France
- CNRS EMR9002 Integrative Structural Biology, Lille, France
| | - Neha S Gandhi
- School of Chemistry and Physics, Faculty of Science, Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane, QLD, Australia.
- Cancer and Ageing Research Program, Translational Research Institute, Woolloongabba, QLD, Australia.
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Barbhuiya TK, Fisher M, Boittier ED, Bolderson E, O'Byrne KJ, Richard DJ, Adams MN, Gandhi NS. Structural investigation of CDCA3-Cdh1 protein-protein interactions using in vitro studies and molecular dynamics simulation. Protein Sci 2023; 32:e4572. [PMID: 36691744 PMCID: PMC9926468 DOI: 10.1002/pro.4572] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 01/11/2023] [Accepted: 01/16/2023] [Indexed: 01/25/2023]
Abstract
The anaphase-promoting complex/cyclosome (APC/C) ubiquitin ligase and its cofactor, Cdh1, regulate the expression of several cell-cycle proteins and their functions during mitosis. Levels of the protein cell division cycle-associated protein 3 (CDCA3), which is functionally required for mitotic entry, are regulated by APC/CCdh1 . CDCA3 is an intrinsically disordered protein and contains both C-terminal KEN box and D-box recognition motifs, enabling binding to Cdh1. Our previous findings demonstrate that CDCA3 has a phosphorylation-dependent non-canonical ABBA-like motif within the linker region bridging these two recognition motifs and is required for efficient binding to Cdh1. Here, we sought to identify and further characterize additional residues that participate within this ABBA-like motif using detailed in vitro experiments and in silico modeling studies. We identified the role of H-bonds, hydrophobic and ionic interactions across the CDCA3 ABBA-like motif in the linker region between KEN and D-box motifs. This linker region adopts a well-defined structure when bound to Cdh1 in the presence of phosphorylation. Upon alanine mutation, the structure of this region is lost, leading to higher flexibility, and alteration in affinities due to binding to alternate sites on Cdh1. Our findings identify roles for the anchoring residues in the non-canonical ABBA-like motif to promote binding to the APC/CCdh1 and regulation of CDCA3 protein levels.
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Affiliation(s)
- Tabassum Khair Barbhuiya
- Centre for Genomics and Personalised Health, and School of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia.,Cancer and Ageing Research Program, Woolloongabba, Queensland, Australia
| | - Mark Fisher
- Cancer and Ageing Research Program, Woolloongabba, Queensland, Australia.,Centre for Genomics and Personalised Health, and School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia
| | - Eric D Boittier
- Department of Chemistry, University of Basel, Basel, Switzerland
| | - Emma Bolderson
- Cancer and Ageing Research Program, Woolloongabba, Queensland, Australia.,Centre for Genomics and Personalised Health, and School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia
| | - Kenneth J O'Byrne
- Cancer and Ageing Research Program, Woolloongabba, Queensland, Australia.,Centre for Genomics and Personalised Health, and School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia
| | - Derek J Richard
- Cancer and Ageing Research Program, Woolloongabba, Queensland, Australia.,Centre for Genomics and Personalised Health, and School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia
| | - Mark Nathaniel Adams
- Cancer and Ageing Research Program, Woolloongabba, Queensland, Australia.,Centre for Genomics and Personalised Health, and School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, Kelvin Grove, Queensland, Australia
| | - Neha S Gandhi
- Centre for Genomics and Personalised Health, and School of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia.,Cancer and Ageing Research Program, Woolloongabba, Queensland, Australia
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Mohd Siddique MU, Barbhuiya TK, Sinha BN, Jayaprakash V. Phytoestrogens and their synthetic analogues as substrate mimic inhibitors of CYP1B1. Eur J Med Chem 2019; 163:28-36. [DOI: 10.1016/j.ejmech.2018.11.039] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 11/15/2018] [Accepted: 11/16/2018] [Indexed: 10/27/2022]
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