1
|
Akçeşme B, Hekimoğlu H, Chirasani VR, İş Ş, Atmaca HN, Waldern JM, Ramos SBV. Identification of deleterious non-synonymous single nucleotide polymorphisms in the mRNA decay activator ZFP36L2. RNA Biol 2025; 22:1-15. [PMID: 39668715 DOI: 10.1080/15476286.2024.2437590] [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] [Revised: 10/31/2024] [Accepted: 11/19/2024] [Indexed: 12/14/2024] Open
Abstract
More than 4,000 single nucleotide polymorphisms (SNP) variants have been identified in the human ZFP36L2 gene, however only a few have been studied in the context of protein function. The tandem zinc finger domain of ZFP36L2, an RNA binding protein, is the functional domain that binds to its target mRNAs. This protein/RNA interaction triggers mRNA degradation, controlling gene expression. We identified 32 non-synonymous SNPs (nsSNPs) in the tandem zinc finger domain of ZFP36L2 that could have possible deleterious impacts in humans. Using different bioinformatic strategies, we prioritized five among these 32 nsSNPs, namely rs375096815, rs1183688047, rs1214015428, rs1215671792 and rs920398592 to be validated. When we experimentally tested the functionality of these protein variants using gel shift assays, all five (Y154H, R160W, R184C, G204D, and C206F) resulted in a dramatic reduction in RNA binding compared to the WT protein. To understand the mechanistic effect of these variants on the protein/RNA interaction, we employed DUET, DynaMut and PyMOL to investigate structural changes in the protein. Additionally, we conducted Molecular Docking and Molecular Dynamics Simulations to fine tune the active behaviour of this biomolecular system at an atomic level. Our results propose atomic explanations for the impact of each of these five genetic variants identified.
Collapse
Affiliation(s)
- Betül Akçeşme
- Program of Genetics and Bioengineering, Faculty of Engineering and Natural Sciences, International University of Sarajevo, Ilidža/Sarajevo, Bosnia and Herzegovina
- Hamidiye School of Medicine, Department of Basic Medical Sciences, Division of Medical Biology, University of Health Sciences, Üsküdar/İstanbul, Turkey
| | - Hilal Hekimoğlu
- Institute of Health Sciences, İstanbul University, Fatih/İstanbul, Turkey
| | - Venkat R Chirasani
- Biochemistry and Biophysics Department, School of Medicine, University of North Carolina, Chapel Hill, NC, USA
- Biochemistry and Biophysics Department, R. L. Juliano Structural Bioinformatics Core, School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Şeyma İş
- Hamidiye School of Medicine, Department of Basic Medical Sciences, Division of Medical Biology, University of Health Sciences, Üsküdar/İstanbul, Turkey
- Department of Molecular Biotechnology, Division of Bioinformatics, Turkish-German University, Beykoz/İstanbul, Turkey
| | - Habibe Nur Atmaca
- Department of Medical Biology, Faculty of Medicine, Ondokuz Mayıs University, Atakum/Samsun, Turkey
| | - Justin M Waldern
- Biology Department, University of North Carolina, Chapel Hill, NC, USA
| | - Silvia B V Ramos
- Biochemistry and Biophysics Department, School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| |
Collapse
|
2
|
Moaeen-ud-Din M, Khan MS, Muner RD, Reecy JM. Potential SNPs and candidate genes influencing growth characteristics in Pakistani Beetal goat identified by GWAS analysis. THE JOURNAL OF BASIC AND APPLIED ZOOLOGY 2025; 86:18. [DOI: 10.1186/s41936-025-00437-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 02/22/2025] [Indexed: 04/20/2025]
Abstract
Abstract
Background
A higher body weight at a younger age is an economically important trait for profitable goat farming. This study focussed on the identification of regions of the genome that harbour genetic variants associated with body weight using the Illumina GoatSNP50K Bead Chip. A total of 631 purebred Beetal goats (151 males and 480 females) were recorded for body weight, age and body measurement and then genotyped. Genome-wide association analysis was carried out with GEMMA.
Results
After application of quality control filters with Plink 1.9 i.e. call rate less than or equal to 0.9, minor allele frequency < 0.05 and HWE P value < 0.001, 594 animals and 45,744 SNPs were used to carry out the analyses for association. The association analysis for body weight with covariates of age, sex, morphometric measurements and contemporary group returned 10 significant SNPs (P = − log10e-4 to − log10e-6). Three associated SNPs were present within genes i.e. BTAF1 (snp1131-scaffold1029-1983670 on chromosome 26), NTM (snp53070-scaffold799-1,702,189 on chromosome 29) and GRID1 (snp3363-scaffold1102-797993 on chromosome 28) when blasted against ARS1(accession GCA_001704415.1). Moreover, some associated SNPs were localized close to genes i.e. CEP78 (snp44634-scaffold606-4621460 on chromosome 8), ROBO1 (snp11793-scaffold1437-557,127 on chromosome 1), ZFP36L2 (snp9758-scaffold135-2,388,277 on chromosome 11), SPTLC3 (snp25720-scaffold265-581,526 on chromosome 13), CTR9 (snp31951-scaffold358-554,703 on chromosome 15) and ZFHX3 (snp9581-scaffold1344-19,492 on chromosome 18) genes.
Conclusions
The study identified SNPs and genes with potential role in growth of goat which may be useful for generation of customized chip in the future.
Collapse
|
3
|
Redmon IC, Ardizzone M, Hekimoğlu H, Hatfield BM, Waldern JM, Dey A, Montgomery SA, Laederach A, Ramos SBV. Sequence and tissue targeting specificity of ZFP36L2 reveals Elavl2 as a novel target with co-regulation potential. Nucleic Acids Res 2022; 50:4068-4082. [PMID: 35380695 PMCID: PMC9023260 DOI: 10.1093/nar/gkac209] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 03/05/2022] [Accepted: 03/18/2022] [Indexed: 11/12/2022] Open
Abstract
Zinc finger protein 36 like 2 (ZFP36L2) is an RNA-binding protein that destabilizes transcripts containing adenine-uridine rich elements (AREs). The overlap between ZFP36L2 targets in different tissues is minimal, suggesting that ZFP36L2-targeting is highly tissue specific. We developed a novel Zfp36l2-lacking mouse model (L2-fKO) to identify factors governing this tissue specificity. We found 549 upregulated genes in the L2-fKO spleen by RNA-seq. These upregulated genes were enriched in ARE motifs in the 3′UTRs, which suggests that they are ZFP36L2 targets, however the precise sequence requirement for targeting was not evident from motif analysis alone. We therefore used gel-shift mobility assays on 12 novel putative targets and established that ZFP36L2 requires a 7-mer (UAUUUAU) motif to bind. We observed a statistically significant enrichment of 7-mer ARE motifs in upregulated genes and determined that ZFP36L2 targets are enriched for multiple 7-mer motifs. Elavl2 mRNA, which has three 7-mer (UAUUUAU) motifs, was also upregulated in L2-fKO spleens. Overexpression of ZFP36L2, but not a ZFP36L2(C176S) mutant, reduced Elavl2 mRNA expression, suggesting a direct negative effect. Additionally, a reporter assay demonstrated that the ZFP36L2 effect on Elavl2 decay is dependent on the Elavl2-3′UTR and requires the 7-mer AREs. Our data indicate that Elavl2 mRNA is a novel target of ZFP36L2, specific to the spleen. Likely, ZFP36L2 combined with other RNA binding proteins, such as ELAVL2, governs tissue specificity.
Collapse
Affiliation(s)
- Ian C Redmon
- Biochemistry and Biophysics Department, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Matthew Ardizzone
- Biochemistry and Biophysics Department, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Hilal Hekimoğlu
- Biochemistry and Biophysics Department, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Breanne M Hatfield
- Chemistry Department, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Justin M Waldern
- Biology Department, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Abhishek Dey
- Biology Department, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Stephanie A Montgomery
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Alain Laederach
- Biology Department, University of North Carolina, Chapel Hill, NC 27599, USA.,Bioinformatics and Computational Biology Program, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Silvia B V Ramos
- Biochemistry and Biophysics Department, University of North Carolina, Chapel Hill, NC 27599, USA
| |
Collapse
|
4
|
Otsuka H, Fukao A, Funakami Y, Duncan KE, Fujiwara T. Corrigendum: Emerging Evidence of Translational Control by AU-Rich Element-Binding Proteins. Front Genet 2021; 12:715196. [PMID: 34262605 PMCID: PMC8274567 DOI: 10.3389/fgene.2021.715196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 06/07/2021] [Indexed: 11/23/2022] Open
Affiliation(s)
- Hiroshi Otsuka
- Graduate School of Frontier Sciences, University of Tokyo, Kashiwa, Japan
| | | | | | - Kent E Duncan
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | |
Collapse
|
5
|
Busan S, Weeks KM. Visualization of lncRNA and mRNA Structure Models Within the Integrative Genomics Viewer. Methods Mol Biol 2021; 2254:15-25. [PMID: 33326067 PMCID: PMC7935467 DOI: 10.1007/978-1-0716-1158-6_2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Every class of RNA forms base-paired structures that impact biological functions. Chemical probing of RNA structure, especially with the advent of strategies such as SHAPE-MaP, vastly expands the scale and quantitative accuracy over which RNA structure can be examined. These methods have enabled large-scale structural studies of mRNAs and lncRNAs, but the length and complexity of these RNAs makes interpretation of the data challenging. We have created modules available through the open-source Integrative Genomics Viewer (IGV) for straightforward visualization of RNA structures along with complementary experimental data. Here we present detailed and stepwise strategies for exploring and visualizing complex RNA structures in IGV. Individuals can use these instructions and supplied sample data to become adept at using IGV to visualize RNA structure models in conjunction with useful allied information.
Collapse
Affiliation(s)
- Steven Busan
- Department of Chemistry, University of North Carolina, Chapel Hill, NC, USA
| | - Kevin M Weeks
- Department of Chemistry, University of North Carolina, Chapel Hill, NC, USA.
| |
Collapse
|
6
|
Makita S, Takatori H, Iwata A, Tanaka S, Furuta S, Ikeda K, Suto A, Suzuki K, Ramos SBV, Nakajima H. RNA-Binding Protein ZFP36L2 Downregulates Helios Expression and Suppresses the Function of Regulatory T Cells. Front Immunol 2020; 11:1291. [PMID: 32655569 PMCID: PMC7324482 DOI: 10.3389/fimmu.2020.01291] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Accepted: 05/21/2020] [Indexed: 12/21/2022] Open
Abstract
The zinc finger protein 36-like 2, ZFP36L2, is a member of a small family of RNA-binding proteins composed by ZFP36 (also known as tristetraprolin, TTP), ZFP36L1 and ZFP36L2 in humans, with corresponding murine orthologs. These proteins bind to adenine uridine-rich element (ARE) in the 3′untranslated region of target messenger RNA and stimulate target degradation. ZFP36 functions as an anti-inflammatory modulator in murine models of inflammatory diseases by down-regulating the production of inflammatory cytokines such as tumor necrosis factor-α. However, how ZFP36L1 and ZFP36L2 alter the function of CD4+ T cells is not completely understood. We addressed this issue by searching for the target genes of ZFP36L2 by comprehensive transcriptome analysis. We observed that ZFP36L2 is highly expressed in naïve CD4+ T cells; however, when CD4+ T cells are stimulated through their T cell receptors, ZFP36L2 expression is rapidly reduced in both humans and mice. Among CD4+ T cell populations, the expression levels of ZFP36L2 in regulatory T cells (Tregs) were significantly lower than those in naïve or effector CD4+ T cells. RNA-sequence analysis revealed that the forced expression of ZFP36L2 decreased Ikzf2 (encoding Helios) expression in Foxp3+ Tregs and inhibited the ability of induced Tregs (iTregs). ZFP36L2 directly bound to and destabilized the 3′untranslated region of Ikzf2 mRNA, which contains AU-rich elements. These results indicate that ZFP36L2 reduces the expression of Ikzf2 and suppresses iTreg function, raising the interesting possibility that the inhibition of ZFP36L2 in iTregs could be a therapeutic strategy for autoimmune diseases.
Collapse
Affiliation(s)
- Sohei Makita
- Department of Allergy and Clinical Immunology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Hiroaki Takatori
- Department of Allergy and Clinical Immunology, Graduate School of Medicine, Chiba University, Chiba, Japan.,Department of Rheumatology, Hamamatsu Medical Center, Shizuoka, Japan
| | - Arifumi Iwata
- Department of Allergy and Clinical Immunology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Shigeru Tanaka
- Department of Allergy and Clinical Immunology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Shunsuke Furuta
- Department of Allergy and Clinical Immunology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Kei Ikeda
- Department of Allergy and Clinical Immunology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Akira Suto
- Department of Allergy and Clinical Immunology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Kotaro Suzuki
- Department of Allergy and Clinical Immunology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Silvia B V Ramos
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Hiroshi Nakajima
- Department of Allergy and Clinical Immunology, Graduate School of Medicine, Chiba University, Chiba, Japan
| |
Collapse
|
7
|
Busan S, Weidmann CA, Sengupta A, Weeks KM. Guidelines for SHAPE Reagent Choice and Detection Strategy for RNA Structure Probing Studies. Biochemistry 2019; 58:2655-2664. [PMID: 31117385 DOI: 10.1021/acs.biochem.8b01218] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Chemical probing is an important tool for characterizing the complex folded structures of RNA molecules, many of which play key cellular roles. Electrophilic SHAPE reagents create adducts at the 2'-hydroxyl position on the RNA backbone of flexible ribonucleotides with relatively little dependence on nucleotide identity. Strategies for adduct detection such as mutational profiling (MaP) allow accurate, automated calculation of relative adduct frequencies for each nucleotide in a given RNA or group of RNAs. A number of alternative reagents and adduct detection strategies have been proposed, especially for use in living cells. Here we evaluate five SHAPE reagents: three previously well-validated reagents 1M7 (1-methyl-7-nitroisatoic anhydride), 1M6 (1-methyl-6-nitroisatoic anhydride), and NMIA ( N-methylisatoic anhydride), one more recently proposed NAI (2-methylnicotinic acid imidazolide), and one novel reagent 5NIA (5-nitroisatoic anhydride). We clarify the importance of carefully designed software in reading out SHAPE experiments using massively parallel sequencing approaches. We examine SHAPE modification in living cells in diverse cell lines, compare MaP and reverse transcription-truncation as SHAPE adduct detection strategies, make recommendations for SHAPE reagent choice, and outline areas for future development.
Collapse
Affiliation(s)
- Steven Busan
- Department of Chemistry , University of North Carolina , Chapel Hill , North Carolina 27599-3290 , United States
| | - Chase A Weidmann
- Department of Chemistry , University of North Carolina , Chapel Hill , North Carolina 27599-3290 , United States
| | - Arnab Sengupta
- Department of Chemistry , University of North Carolina , Chapel Hill , North Carolina 27599-3290 , United States
| | - Kevin M Weeks
- Department of Chemistry , University of North Carolina , Chapel Hill , North Carolina 27599-3290 , United States
| |
Collapse
|
8
|
Otsuka H, Fukao A, Funakami Y, Duncan KE, Fujiwara T. Emerging Evidence of Translational Control by AU-Rich Element-Binding Proteins. Front Genet 2019; 10:332. [PMID: 31118942 PMCID: PMC6507484 DOI: 10.3389/fgene.2019.00332] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 03/28/2019] [Indexed: 12/27/2022] Open
Abstract
RNA-binding proteins (RBPs) are key regulators of posttranscriptional gene expression and control many important biological processes including cell proliferation, development, and differentiation. RBPs bind specific motifs in their target mRNAs and regulate mRNA fate at many steps. The AU-rich element (ARE) is one of the major cis-regulatory elements in the 3′ untranslated region (UTR) of labile mRNAs. Many of these encode factors requiring very tight regulation, such as inflammatory cytokines and growth factors. Disruption in the control of these factors’ expression can cause autoimmune diseases, developmental disorders, or cancers. Therefore, these mRNAs are strictly regulated by various RBPs, particularly ARE-binding proteins (ARE-BPs). To regulate mRNA metabolism, ARE-BPs bind target mRNAs and affect some factors on mRNAs directly, or recruit effectors, such as mRNA decay machinery and protein kinases to target mRNAs. Importantly, some ARE-BPs have stabilizing roles, whereas others are destabilizing, and ARE-BPs appear to compete with each other when binding to target mRNAs. The function of specific ARE-BPs is modulated by posttranslational modifications (PTMs) including methylation and phosphorylation, thereby providing a means for cellular signaling pathways to regulate stability of specific target mRNAs. In this review, we summarize recent studies which have revealed detailed molecular mechanisms of ARE-BP-mediated regulation of gene expression and also report on the importance of ARE-BP function in specific physiological contexts and how this relates to disease. We also propose an mRNP regulatory network based on competition between stabilizing ARE-BPs and destabilizing ARE-BPs.
Collapse
Affiliation(s)
- Hiroshi Otsuka
- Graduate School of Frontier Sciences, University of Tokyo, Kashiwa, Japan
| | | | | | - Kent E Duncan
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | |
Collapse
|
9
|
Warner KD, Hajdin CE, Weeks KM. Principles for targeting RNA with drug-like small molecules. Nat Rev Drug Discov 2018; 17:547-558. [PMID: 29977051 PMCID: PMC6420209 DOI: 10.1038/nrd.2018.93] [Citation(s) in RCA: 479] [Impact Index Per Article: 68.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Recent studies have indicated the potential to develop small-molecule drugs that act on RNA targets, leading to burgeoning interest in the field. This article discusses general principles for discovering small-molecule drugs that target RNA and argues that the overarching challenge is to identify appropriate target structures in disease-causing RNAs that have high information content and, consequently, appropriate ligand-binding pockets. RNA molecules are essential for cellular information transfer and gene regulation, and RNAs have been implicated in many human diseases. Messenger and non-coding RNAs contain highly structured elements, and evidence suggests that many of these structures are important for function. Targeting these RNAs with small molecules offers opportunities to therapeutically modulate numerous cellular processes, including those linked to 'undruggable' protein targets. Despite this promise, there is currently only a single class of human-designed small molecules that target RNA used clinically — the linezolid antibiotics. However, a growing number of small-molecule RNA ligands are being identified, leading to burgeoning interest in the field. Here, we discuss principles for discovering small-molecule drugs that target RNA and argue that the overarching challenge is to identify appropriate target structures — namely, in disease-causing RNAs that have high information content and, consequently, appropriate ligand-binding pockets. If focus is placed on such druggable binding sites in RNA, extensive knowledge of the typical physicochemical properties of drug-like small molecules could then enable small-molecule drug discovery for RNA targets to become (only) roughly as difficult as for protein targets.
Collapse
Affiliation(s)
| | | | - Kevin M Weeks
- Department of Chemistry, University of North Carolina, Chapel Hill, NC, USA
| |
Collapse
|