1
|
Zhang Y, Wang C, Wu J, Liu T, Wu H, Peng Z, Liu C, Wang S, Wang Y, Luo K, Wang J, Liu S. Exploring the role of miR-430 in hybrid fish during embryonic development. Comp Biochem Physiol B Biochem Mol Biol 2025; 279:111110. [PMID: 40349752 DOI: 10.1016/j.cbpb.2025.111110] [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: 02/22/2025] [Revised: 05/08/2025] [Accepted: 05/08/2025] [Indexed: 05/14/2025]
Abstract
miR-430, a microRNA expressed at the maternal-zygotic transition (MZT) stage, plays a vital role in maternal transcript clearance and suppression of primordial germ cell-specific genes. This study investigated the expression and regulation of miR-430 in goldfish (Carassius auratus var., ♀) × rare gudgeon (Gobiocypris rarus, ♂) [s-GFRG, survival] and rare gudgeon (♀) × goldfish (♂) [d-RGGF, death] embryos to explore the role of miR-430 in hybrid fish. Gene sequence comparisons demonstrated that three types of miR-430 in s-GFRG exhibited similarity to that of the female parent goldfish (GF) and displayed characteristic variation. Conversely, d-RGGF exhibited two miR-430 variants resembling those of GF and rare gudgeon (RG). In addition, real-time quantitative PCR and whole-mount in situ hybridization revealed that the expression trend of miR-430 was the same in hybrid progenies, and temporal expression was delayed compared to that in the parental embryos. However, miR-430 expression was significantly lower in d-RGGF than in GF and s-GFRG embryos. Similar to the development of d-RGGF embryos, miR-430-silenced s-GFRG embryos exhibited morphological abnormalities including spinal curvature and pericardial cavity enlargement. Overexpression of miR-430 in d-RGGF embryos effectively rescued somitogenesis and prolonged fry survival. Thus, an abnormal MZT resulting from disturbed miR-430 expression may contribute to hybrid embryo mortality.
Collapse
Affiliation(s)
- Yirui Zhang
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China
| | - Chang Wang
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China
| | - Jiahao Wu
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China
| | - Ting Liu
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China
| | - Han Wu
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China
| | - Zhonghua Peng
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China
| | - Chengxi Liu
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China
| | - Shengwei Wang
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China
| | - Yan Wang
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China
| | - Kaikun Luo
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China
| | - Jing Wang
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China.
| | - Shaojun Liu
- State Key Laboratory of Developmental Biology of Freshwater Fish, Engineering Research Center of Polyploid Fish Reproduction and Breeding of the State Education Ministry, College of Life Sciences, Hunan Normal University, Changsha 410081, Hunan, PR China.
| |
Collapse
|
2
|
Li Z, Xu Q, Zhang Y, Zhong J, Zhang T, Xue J, Liu S, Gao H, Zhang ZZZ, Wu J, Shen EZ. Mechanistic insights into RNA cleavage by human Argonaute2-siRNA complex. Cell Res 2025:10.1038/s41422-025-01114-7. [PMID: 40240484 DOI: 10.1038/s41422-025-01114-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2025] [Accepted: 03/14/2025] [Indexed: 04/18/2025] Open
Abstract
In animals, AGO-clade Argonaute proteins utilize small interfering RNAs (siRNAs) as guides to recognize target with complete complementarity, resulting in target RNA cleavage that is a critical step for target silencing. These proteins feature a constricted nucleic acid-binding channel that limits base pairing between the guide and target beyond the seed region. How the AGO-siRNA complexes overcome this structural limitation and achieve efficient target cleavage remains unclear. We performed cryo-electron microscopy of human AGO-siRNA complexes bound to target RNAs of increasing lengths to examine the conformational changes associated with target recognition and cleavage. Initially, conformational transition propagates from the opening of the PAZ domain and extends through a repositioning of the PIWI-L1-N domain toward the binding channel, facilitating the capture of siRNA-target duplex. Subsequent extension of base pairing drives the downward movement of the PIWI-L1-N domain to enable catalytic activation. Finally, further base pairing toward the 3' end of siRNA destabilizes the PAZ-N domain, resulting in a "uni-lobed" architecture, which might facilitate the multi-turnover action of the AGO-siRNA enzyme complex. In contrast to PIWI-clade Argonautes, the "uni-lobed" structure of the AGO complex makes multiple contacts with the target in the central region of the siRNA-target duplex, positioning it within the catalytic site. Our findings shed light on the stepwise mechanisms by which the AGO-siRNA complex executes target RNA cleavage and offer insights into the distinct operational modalities of AGO and PIWI proteins in achieving such cleavage.
Collapse
Affiliation(s)
- Zhenzhen Li
- Fudan University, Shanghai, China
- Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Qikui Xu
- Fudan University, Shanghai, China
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China
| | - Yan Zhang
- Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Jing Zhong
- Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Tianxiang Zhang
- Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Junchao Xue
- Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Shuxian Liu
- Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Haishan Gao
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China
| | - Z Z Zhao Zhang
- Duke University School of Medicine, Department of Pharmacology and Cancer Biology, Durham, NC, USA
| | - Jianping Wu
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China.
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China.
- Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China.
| | - En-Zhi Shen
- Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China.
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, China.
- Institute of Biology, Westlake Institute for Advanced Study, Hangzhou, Zhejiang, China.
| |
Collapse
|
3
|
Kim M, Pyo Y, Hyun SI, Jeong M, Choi Y, Kim VN. Exogenous RNA surveillance by proton-sensing TRIM25. Science 2025; 388:eads4539. [PMID: 40179174 DOI: 10.1126/science.ads4539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 01/14/2025] [Indexed: 04/05/2025]
Abstract
Exogenous messenger RNAs (mRNAs) require cellular machinery for delivery and translation but also encounter inhibitory factors. To investigate their regulation, we performed genome-wide CRISPR screens with in vitro-transcribed mRNAs in lipid nanoparticles (LNPs). Heparan sulfate proteoglycans (HSPGs) and vacuolar adenosine triphosphatase (V-ATPase) were identified as mediators of LNP uptake and endosomal escape, respectively. TRIM25-an RNA binding E3 ubiquitin ligase-emerged as a key suppressor inducing turnover of both linear and circular mRNAs. The endoribonucleases N4BP1 and KHNYN, along with the antiviral protein ZAP, act redundantly in TRIM25-dependent surveillance. TRIM25 specifically targets mRNAs delivered by endosomes, and its RNA affinity increases at acidic pH, suggesting activation by protons released from ruptured endosomes. N1-methylpseudouridine modification reduces TRIM25's RNA binding, helping RNAs evade its suppressive effect. This study comprehensively maps cellular pathways regulating LNP-mRNAs, offering insights into RNA immunity and therapeutics.
Collapse
Affiliation(s)
- Myeonghwan Kim
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- School of Biological Sciences, Seoul National University, Seoul, Korea
| | - Youngjoon Pyo
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- School of Biological Sciences, Seoul National University, Seoul, Korea
| | - Seong-In Hyun
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
| | - Minseok Jeong
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- School of Biological Sciences, Seoul National University, Seoul, Korea
| | - Yeon Choi
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- School of Biological Sciences, Seoul National University, Seoul, Korea
| | - V Narry Kim
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- School of Biological Sciences, Seoul National University, Seoul, Korea
| |
Collapse
|
4
|
Kojima ML, Hoppe C, Giraldez AJ. The maternal-to-zygotic transition: reprogramming of the cytoplasm and nucleus. Nat Rev Genet 2025; 26:245-267. [PMID: 39587307 PMCID: PMC11928286 DOI: 10.1038/s41576-024-00792-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/08/2024] [Indexed: 11/27/2024]
Abstract
A fertilized egg is initially transcriptionally silent and relies on maternally provided factors to initiate development. For embryonic development to proceed, the oocyte-inherited cytoplasm and the nuclear chromatin need to be reprogrammed to create a permissive environment for zygotic genome activation (ZGA). During this maternal-to-zygotic transition (MZT), which is conserved in metazoans, transient totipotency is induced and zygotic transcription is initiated to form the blueprint for future development. Recent technological advances have enhanced our understanding of MZT regulation, revealing common themes across species and leading to new fundamental insights about transcription, mRNA decay and translation.
Collapse
Affiliation(s)
- Mina L Kojima
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Caroline Hoppe
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Antonio J Giraldez
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA.
- Yale Stem Cell Center, Yale University School of Medicine, New Haven, CT, USA.
- Yale Cancer Center, Yale University School of Medicine, New Haven, CT, USA.
| |
Collapse
|
5
|
Cieplak-Rotowska MK, Dadlez M, Niedzwiecka A. Exploring the CNOT1(800-999) HEAT Domain and Its Interactions with Tristetraprolin (TTP) as Revealed by Hydrogen/Deuterium Exchange Mass Spectrometry. Biomolecules 2025; 15:403. [PMID: 40149939 PMCID: PMC11939966 DOI: 10.3390/biom15030403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Revised: 03/05/2025] [Accepted: 03/07/2025] [Indexed: 03/29/2025] Open
Abstract
CNOT1, a key scaffold in the CCR4-NOT complex, plays a critical role in mRNA decay, particularly in the regulation of inflammatory responses through its interaction with tristetraprolin. A fragment of the middle part of CNOT1 (residues 800-999) is an example of an α-helical HEAT-like repeat domain. The HEAT motif is an evolutionarily conserved motif present in scaffolding and transport proteins across a wide range of organisms. Using hydrogen/deuterium exchange mass spectrometry (HDX MS), a method that has not been widely explored in the context of HEAT repeats, we analysed the structural dynamics of wild-type CNOT1(800-999) and its two double point mutants (E893A/Y900A, E893Q/Y900H) to find the individual contributions of these CNOT1 residues to the molecular recognition of tristetraprolin (TTP). Our results show that the differences in the interactions of CNOT1(800-999) variants with the TTP peptide fragment are due to the absence of the critical residues resulting from point mutations and not due to the perturbation of the protein structure. Nevertheless, the HDX MS was able to detect slight local changes in structural dynamics induced by protein point mutations, which are usually neglected in studies of intermolecular interactions.
Collapse
Affiliation(s)
- Maja K. Cieplak-Rotowska
- Division of Biophysics, Institute of Experimental Physics, Faculty of Physics, University of Warsaw, PL-02089 Warsaw, Poland;
- Laboratory of Biological Physics, Institute of Physics, Polish Academy of Sciences, Aleja Lotnikow 32/46, PL-02668 Warsaw, Poland
| | - Michał Dadlez
- Laboratory of Mass Spectrometry, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, PL-02106 Warsaw, Poland;
| | - Anna Niedzwiecka
- Laboratory of Biological Physics, Institute of Physics, Polish Academy of Sciences, Aleja Lotnikow 32/46, PL-02668 Warsaw, Poland
| |
Collapse
|
6
|
Baena-Angulo C, Platero AI, Couso JP. Cis to trans: small ORF functions emerging through evolution. Trends Genet 2025; 41:119-131. [PMID: 39603921 DOI: 10.1016/j.tig.2024.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 10/14/2024] [Accepted: 10/28/2024] [Indexed: 11/29/2024]
Abstract
Hundreds of thousands of small open reading frames (smORFs) of less than 100 codons exist in every genome, especially in long noncoding RNAs (lncRNAs) and in the 5' leaders of mRNAs. smORFs are often discarded as nonfunctional, but ribosomal profiling (RiboSeq) reveals that thousands are translated, while characterised smORF functions have risen from anecdotal to identifiable trends: smORFs can either have a cis-noncoding regulatory function (involving low translation of nonfunctional peptides) or full coding function mediated by robustly translated peptides, often having cellular and physiological roles as membrane-associated regulators of canonical proteins. The evolutionary context reveals that many smORFs represent new genes emerging de novo from noncoding sequences. We suggest a mechanism for this process, where cis-noncoding smORF functions provide niches for the subsequent evolution of full peptide functions.
Collapse
Affiliation(s)
- Casimiro Baena-Angulo
- Centro Andaluz de Biología del Desarrollo, CSIC, Universidad Pablo de Olavide, Carretera de Utrera Km1, Sevilla 41013, Spain
| | - Ana Isabel Platero
- Centro Andaluz de Biología del Desarrollo, CSIC, Universidad Pablo de Olavide, Carretera de Utrera Km1, Sevilla 41013, Spain
| | - Juan Pablo Couso
- Centro Andaluz de Biología del Desarrollo, CSIC, Universidad Pablo de Olavide, Carretera de Utrera Km1, Sevilla 41013, Spain.
| |
Collapse
|
7
|
Phelps WA, Ayers TN, Lee MT. Ribosomal RNA Depletion for Poly(A)-Tail-Independent Quantification of Genome Activation. Methods Mol Biol 2025; 2923:163-180. [PMID: 40418449 DOI: 10.1007/978-1-0716-4522-2_10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2025]
Abstract
High-throughput RNA sequencing (RNA-seq) is commonly used to quantify gene expression transcriptome-wide. While usually paired with polyadenylate (poly(A)) selection to enrich for messenger RNA (mRNA) to the exclusion of highly abundant ribosomal RNA (rRNA) in the cell, this strategy will under-quantify mRNA with short or absent poly(A) tails and can conflate changes in poly(A) tail length with changes in RNA level. This is notably an issue during early development, when cytoplasmic polyadenylation of maternal mRNA over time can be mistaken for genome activation in poly(A) + RNA-seq time courses. Here, we present a method to perform total RNA-seq using a streamlined rRNA depletion strategy customizable to any taxon. Antisense DNA oligos are designed with the aid of our Oligo-ASST web tool to sparsely tile the length of the rRNA, which are used with thermostable RNaseH to digest rRNA from a total RNA sample. After column cleanup, the mRNA-enriched sample is ready for sequencing library construction.
Collapse
Affiliation(s)
- Wesley A Phelps
- Department of Computational and Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Taylor N Ayers
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Miler T Lee
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA, USA.
| |
Collapse
|
8
|
Strayer EC, Krishna S, Lee H, Vejnar C, Neuenkirchen N, Gupta A, Beaudoin JD, Giraldez AJ. NaP-TRAP reveals the regulatory grammar in 5'UTR-mediated translation regulation during zebrafish development. Nat Commun 2024; 15:10898. [PMID: 39738051 PMCID: PMC11685710 DOI: 10.1038/s41467-024-55274-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 12/06/2024] [Indexed: 01/01/2025] Open
Abstract
The cis-regulatory elements encoded in an mRNA determine its stability and translational output. While there has been a considerable effort to understand the factors driving mRNA stability, the regulatory frameworks governing translational control remain more elusive. We have developed a novel massively parallel reporter assay (MPRA) to measure mRNA translation, named Nascent Peptide Translating Ribosome Affinity Purification (NaP-TRAP). NaP-TRAP measures translation in a frame-specific manner through the immunocapture of epitope tagged nascent peptides of reporter mRNAs. We benchmark NaP-TRAP to polysome profiling and use it to quantify Kozak strength and the regulatory landscapes of 5' UTRs in the developing zebrafish embryo and in human cells. Through this approach we identified general and developmentally dynamic cis-regulatory elements, as well as potential trans-acting proteins. We find that U-rich motifs are general enhancers, and upstream ORFs and GC-rich motifs are global repressors of translation. We also observe a translational switch during the maternal-to-zygotic transition, where C-rich motifs shift from repressors to prominent activators of translation. Conversely, we show that microRNA sites in the 5' UTR repress translation following the zygotic expression of miR-430. Together these results demonstrate that NaP-TRAP is a versatile, accessible, and powerful method to decode the regulatory functions of UTRs across different systems.
Collapse
Affiliation(s)
- Ethan C Strayer
- Department of Genetics, Yale University, Yale School of Medicine, New Haven, 06510, CT, USA
| | - Srikar Krishna
- Department of Genetics, Yale University, Yale School of Medicine, New Haven, 06510, CT, USA
| | - Haejeong Lee
- Department of Genetics, Yale University, Yale School of Medicine, New Haven, 06510, CT, USA
| | - Charles Vejnar
- Department of Genetics, Yale University, Yale School of Medicine, New Haven, 06510, CT, USA
| | - Nils Neuenkirchen
- Department of Cell Biology, Yale University, Yale School of Medicine, New Haven, 06510, CT, USA
| | - Amit Gupta
- Department of Genetics and Genome Sciences, Institute for Systems Genomics, University of Connecticut Health Center, Farmington, CT, USA
| | - Jean-Denis Beaudoin
- Department of Genetics and Genome Sciences, Institute for Systems Genomics, University of Connecticut Health Center, Farmington, CT, USA.
- Yale Center for RNA Science and Medicine, Yale University, New Haven, 06510, CT, USA.
| | - Antonio J Giraldez
- Department of Genetics, Yale University, Yale School of Medicine, New Haven, 06510, CT, USA.
- Yale Center for RNA Science and Medicine, Yale University, New Haven, 06510, CT, USA.
- Yale Stem Cell Center, Yale University, Yale School of Medicine, New Haven, 06510, CT, USA.
| |
Collapse
|
9
|
Yin R, Zhao H, Li L, Yang Q, Zeng M, Yang C, Bian J, Xie M. Gra-CRC-miRTar: The pre-trained nucleotide-to-graph neural networks to identify potential miRNA targets in colorectal cancer. Comput Struct Biotechnol J 2024; 23:3020-3029. [PMID: 39171252 PMCID: PMC11338065 DOI: 10.1016/j.csbj.2024.07.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 07/13/2024] [Accepted: 07/13/2024] [Indexed: 08/23/2024] Open
Abstract
Colorectal cancer (CRC) is the third most diagnosed cancer and the second deadliest cancer worldwide representing a major public health problem. In recent years, increasing evidence has shown that microRNA (miRNA) can control the expression of targeted human messenger RNA (mRNA) by reducing their abundance or translation, acting as oncogenes or tumor suppressors in various cancers, including CRC. Due to the significant up-regulation of oncogenic miRNAs in CRC, elucidating the underlying mechanism and identifying dysregulated miRNA targets may provide a basis for improving current therapeutic interventions. In this paper, we proposed Gra-CRC-miRTar, a pre-trained nucleotide-to-graph neural network framework, for identifying potential miRNA targets in CRC. Different from previous studies, we constructed two pre-trained models to encode RNA sequences and transformed them into de Bruijn graphs. We employed different graph neural networks to learn the latent representations. The embeddings generated from de Bruijn graphs were then fed into a Multilayer Perceptron (MLP) to perform the prediction tasks. Our extensive experiments show that Gra-CRC-miRTar achieves better performance than other deep learning algorithms and existing predictors. In addition, our analyses also successfully revealed 172 out of 201 functional interactions through experimentally validated miRNA-mRNA pairs in CRC. Collectively, our effort provides an accurate and efficient framework to identify potential miRNA targets in CRC, which can also be used to reveal miRNA target interactions in other malignancies, facilitating the development of novel therapeutics. The Gra-CRC-miRTar web server can be found at: http://gra-crc-mirtar.com/.
Collapse
Affiliation(s)
- Rui Yin
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - Hongru Zhao
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - Lu Li
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, USA
| | - Qiang Yang
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - Min Zeng
- School of Computer Science and Engineering, Central South University, Changsha, Hunan, China
| | - Carl Yang
- Department of Computer Science, Emory University, Atlanta, GA, USA
| | - Jiang Bian
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - Mingyi Xie
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, USA
| |
Collapse
|
10
|
Sumaira S, Vijayarathna S, Hemagirri M, Adnan M, Hassan MI, Patel M, Gupta R, Shanmugapriya, Chen Y, Gopinath SC, Kanwar JR, Sasidharan S. Plant bioactive compounds driven microRNAs (miRNAs): A potential source and novel strategy targeting gene and cancer therapeutics. Noncoding RNA Res 2024; 9:1140-1158. [PMID: 39022680 PMCID: PMC11250886 DOI: 10.1016/j.ncrna.2024.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 05/21/2024] [Accepted: 06/03/2024] [Indexed: 07/20/2024] Open
Abstract
Irrespective of medical technology improvements, cancer ranks among the leading causes of mortality worldwide. Although numerous cures and treatments exist, creating alternative cancer therapies with fewer adverse side effects is vital. Since ancient times, plant bioactive compounds have already been used as a remedy to heal cancer. These plant bioactive compounds and their anticancer activity can also deregulate the microRNAs (miRNAs) in the cancerous cells. Therefore, the deregulation of miRNAs in cancer cells by plant bioactive compounds and the usage of the related miRNA could be a promising approach for cancer cure, mainly to prevent cancer and overcome chemotherapeutic side effect problems. Hence, this review highlights the function of plant bioactive compounds as an anticancer agent through the underlying mechanism that alters the miRNA expression in cancer cells, ultimately leading to apoptosis. Moreover, this review provides insight into using plant bioactive compounds -driven miRNAs as an anticancer agent to develop miRNA-based cancer gene therapy. They can be the potential resource for gene therapy and novel strategies targeting cancer therapeutics.
Collapse
Affiliation(s)
- Sahreen Sumaira
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, USM, 11800, Pulau Pinang, Malaysia
| | - Soundararajan Vijayarathna
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, USM, 11800, Pulau Pinang, Malaysia
| | - Manisekaran Hemagirri
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, USM, 11800, Pulau Pinang, Malaysia
| | - Mohd Adnan
- Department of Biology, College of Science, University of Hail, Hail, P.O. Box 2440, Saudi Arabia
| | - Md Imtaiyaz Hassan
- Centre for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, Jamia Nagar, New Delhi, 110025, India
| | - Mitesh Patel
- Research and Development Cell and Department of Biotechnology, Parul Institute of Applied Sciences, Parul University, Vadodara, 391760, Gujarat, India
| | - Reena Gupta
- Institute of Pharmaceutical Research, Department. Pharmaceutical Research, GLA University, Mathura, India
| | - Shanmugapriya
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, USM, 11800, Pulau Pinang, Malaysia
| | - Yeng Chen
- Department of Oral & Craniofacial Sciences, Faculty of Dentistry, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Subash C.B. Gopinath
- Faculty of Chemical Engineering Technology, Universiti Malaysia Perlis, Perlis, Malaysia
| | - Jagat R. Kanwar
- Department of Biochemistry, All India Institute of Medical Sciences (AIIMS), 174001, Bilaspur, Himachal Pradesh, India
| | - Sreenivasan Sasidharan
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, USM, 11800, Pulau Pinang, Malaysia
| |
Collapse
|
11
|
Vega-Badillo J, Zamore PD, Jouravleva K. Biochemical principles of miRNA targeting in flies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.16.623948. [PMID: 39605671 PMCID: PMC11601291 DOI: 10.1101/2024.11.16.623948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
MicroRNAs-direct Argonaute proteins to repress complementary target mRNAs via mRNA degradation or translational inhibition. While mammalian miRNA targeting has been well studied, the principles by which Drosophila miRNAs bind their target RNAs remain to be fully characterized. Here, we use RNA Bind-n-Seq to systematically identify binding sites and measure their affinities for four highly expressed Drosophila miRNAs. Our results reveal a narrower range of binding site diversity in flies compared to mammals, with fly miRNAs favoring canonical seed-matched sites and exhibiting limited tolerance for imperfections within these sites. We also identified non-canonical site types, including nucleation-bulged and 3'-only sites, whose binding affinities are comparable to canonical sites. These findings establish a foundation for future computational models of Drosophila miRNA targeting, enabling predictions of regulatory outcomes in response to cellular signals, and advancing our understanding of miRNA-mediated regulation in flies.
Collapse
Affiliation(s)
- Joel Vega-Badillo
- RNA Therapeutics Institute, University of Massachusetts Chan Medical School, 368 Plantation Street, Worcester, MA 01605, USA
| | - Phillip D. Zamore
- RNA Therapeutics Institute, University of Massachusetts Chan Medical School, 368 Plantation Street, Worcester, MA 01605, USA
- Howard Hughes Medical Institute, University of Massachusetts Chan Medical School, 368 Plantation Street, Worcester, MA 01605, USA
- Lead Contact
| | - Karina Jouravleva
- Laboratoire de Biologie et Modélisation de la Cellule, École Normale Supérieure de Lyon, CNRS UMR5239, Inserm U1293, Université Claude Bernard Lyon 1, Lyon, France
| |
Collapse
|
12
|
Chen LL, Kim VN. Small and long non-coding RNAs: Past, present, and future. Cell 2024; 187:6451-6485. [PMID: 39547208 DOI: 10.1016/j.cell.2024.10.024] [Citation(s) in RCA: 43] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Revised: 10/13/2024] [Accepted: 10/15/2024] [Indexed: 11/17/2024]
Abstract
Since the introduction of the central dogma of molecular biology in 1958, various RNA species have been discovered. Messenger RNAs transmit genetic instructions from DNA to make proteins, a process facilitated by housekeeping non-coding RNAs (ncRNAs) such as small nuclear RNAs (snRNAs), ribosomal RNAs (rRNAs), and transfer RNAs (tRNAs). Over the past four decades, a wide array of regulatory ncRNAs have emerged as crucial players in gene regulation. In celebration of Cell's 50th anniversary, this Review explores our current understanding of the most extensively studied regulatory ncRNAs-small RNAs and long non-coding RNAs (lncRNAs)-which have profoundly shaped the field of RNA biology and beyond. While small RNA pathways have been well documented with clearly defined mechanisms, lncRNAs exhibit a greater diversity of mechanisms, many of which remain unknown. This Review covers pivotal events in their discovery, biogenesis pathways, evolutionary traits, action mechanisms, functions, and crosstalks among ncRNAs. We also highlight their roles in pathophysiological contexts and propose future research directions to decipher the unknowns of lncRNAs by leveraging lessons from small RNAs.
Collapse
Affiliation(s)
- Ling-Ling Chen
- Key Laboratory of RNA Science and Engineering, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China; School of Life Science and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China; School of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China; New Cornerstone Science Laboratory, Shenzhen, China.
| | - V Narry Kim
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Korea.
| |
Collapse
|
13
|
Kushawah G, Amaral DB, Hassan H, Gogol M, Nowotarski SH, Bazzini AA. Critical role of Spatio-Temporally Regulated Maternal RNAs in Zebrafish Embryogenesis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.07.622483. [PMID: 39574587 PMCID: PMC11580991 DOI: 10.1101/2024.11.07.622483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/01/2024]
Abstract
The maternal-to-zygotic transition shifts regulatory control from maternal to zygotic messenger RNAs (mRNA) through maternal mRNA degradation. While temporal aspects of maternal mRNA decay are known, spatial mechanisms remain underexplored. Using CRISPR-Cas9 and CRISPR-Cas13d systems, we functionally dissected the contribution of maternal versus zygotic fractions and overcame challenges of studying embryonic lethal genes. We identified differentially distributed maternal mRNAs in specific cells and evidenced the critical role of five maternal mRNAs, cth1, arl4d, abi1b, foxa and lhx1a, in embryogenesis. Further, we focused on the functionally uncharacterized cth1 gene, revealing its essential role in gametogenesis and embryogenesis. Cth1 acts as a spatio-temporal RNA decay factor regulating mRNA stability and accumulation of its targets in a spatio-temporal manner through 3'UTR recognition during early development. Furthermore, Cth1 3'UTR drives its spatio-temporal RNA localization. Our findings provide new insights into spatio-temporal RNA decay mechanisms and highlight dual CRISPR-Cas strategies in studying embryonic development.
Collapse
Affiliation(s)
- Gopal Kushawah
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO 64110, USA
| | - Danielson Baia Amaral
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO 64110, USA
| | - Huzaifa Hassan
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO 64110, USA
| | - Madelaine Gogol
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO 64110, USA
| | | | - Ariel A Bazzini
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO 64110, USA
- Department of Molecular and Integrative Physiology, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS 66160, USA
| |
Collapse
|
14
|
DeVore ML, Bazzini AA. Codon optimality influences homeostatic gene expression in zebrafish. G3 (BETHESDA, MD.) 2024; 14:jkae247. [PMID: 39446991 PMCID: PMC11631405 DOI: 10.1093/g3journal/jkae247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 10/11/2024] [Accepted: 10/22/2024] [Indexed: 10/26/2024]
Abstract
The ribosome plays a crucial role in translating mRNA into protein; however, the genetic code extends beyond merely specifying amino acids. Upon translation, codons, the three-nucleotide sequences interpreted by ribosomes, have regulatory properties affecting mRNA stability, a phenomenon known as codon optimality. Codon optimality has been previously observed in vertebrates during embryogenesis, where specific codons can influence the stability and degradation rates of mRNA transcripts. In our previous work, we demonstrated that codon optimality impacts mRNA stability in human cell lines. However, the extent to which codon content influences vertebrate gene expression in vivo remained unclear. In this study, we expand on our previous findings by demonstrating that codon optimality has a robust effect on homeostatic mRNA and protein levels in whole zebrafish during normal physiological conditions. Using reporters with nearly identical nucleotide sequences but different codon compositions, all expressed from the same genomic locus, we show that codon composition can significantly influence gene expression. This study provides new insights into the regulatory roles of codon usage in vertebrate gene expression and underscores the importance of considering codon optimality in genetic and translational research. These findings have broad implications for understanding the complexities of gene regulation and could inform the design of synthetic genes and therapeutic strategies targeting mRNA stability.
Collapse
Affiliation(s)
- Michelle L DeVore
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO 64110, USA
| | - Ariel A Bazzini
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO 64110, USA
- Department of Molecular and Integrative Physiology, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS 66160, USA
| |
Collapse
|
15
|
Vidya E, Jami-Alahmadi Y, Mayank AK, Rizwan J, Xu JMS, Cheng T, Leventis R, Sonenberg N, Wohlschlegel JA, Vera M, Duchaine TF. EDC-3 and EDC-4 regulate embryonic mRNA clearance and biomolecular condensate specialization. Cell Rep 2024; 43:114781. [PMID: 39331503 DOI: 10.1016/j.celrep.2024.114781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 08/09/2024] [Accepted: 09/05/2024] [Indexed: 09/29/2024] Open
Abstract
Animal development is dictated by the selective and timely decay of mRNAs in developmental transitions, but the impact of mRNA decapping scaffold proteins in development is unclear. This study unveils the roles and interactions of the DCAP-2 decapping scaffolds EDC-3 and EDC-4 in the embryonic development of C. elegans. EDC-3 facilitates the timely removal of specific embryonic mRNAs, including cgh-1, car-1, and ifet-1 by reducing their expression and preventing excessive accumulation of DCAP-2 condensates in somatic cells. We further uncover a role for EDC-3 in defining the boundaries between P bodies, germ granules, and stress granules. Finally, we show that EDC-4 counteracts EDC-3 and engenders the assembly of DCAP-2 with the GID (CTLH) complex, a ubiquitin ligase involved in maternal-to-zygotic transition (MZT). Our findings support a model where multiple RNA decay mechanisms temporally clear maternal and zygotic mRNAs throughout embryonic development.
Collapse
Affiliation(s)
- Elva Vidya
- Department of Biochemistry, McGill University, Montréal QC H3G 1Y6, Canada; Rosalind and Morris Goodman Cancer Institute, Montréal QC H3G 1Y6, Canada
| | - Yasaman Jami-Alahmadi
- Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Adarsh K Mayank
- Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Javeria Rizwan
- Department of Biochemistry, McGill University, Montréal QC H3G 1Y6, Canada
| | - Jia Ming Stella Xu
- Department of Biochemistry, McGill University, Montréal QC H3G 1Y6, Canada
| | - Tianhao Cheng
- Department of Biochemistry, McGill University, Montréal QC H3G 1Y6, Canada; Rosalind and Morris Goodman Cancer Institute, Montréal QC H3G 1Y6, Canada
| | - Rania Leventis
- Department of Biochemistry, McGill University, Montréal QC H3G 1Y6, Canada; Rosalind and Morris Goodman Cancer Institute, Montréal QC H3G 1Y6, Canada
| | - Nahum Sonenberg
- Department of Biochemistry, McGill University, Montréal QC H3G 1Y6, Canada; Rosalind and Morris Goodman Cancer Institute, Montréal QC H3G 1Y6, Canada
| | - James A Wohlschlegel
- Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Maria Vera
- Department of Biochemistry, McGill University, Montréal QC H3G 1Y6, Canada
| | - Thomas F Duchaine
- Department of Biochemistry, McGill University, Montréal QC H3G 1Y6, Canada; Rosalind and Morris Goodman Cancer Institute, Montréal QC H3G 1Y6, Canada.
| |
Collapse
|
16
|
Pallarés H, González López Ledesma M, Oviedo-Rouco S, Castellano L, Costa Navarro G, Fernández-Alvarez A, D’Andreiz M, Aldas-Bulos V, Alvarez D, Bazzini A, Gamarnik A. Zika virus non-coding RNAs antagonize antiviral responses by PKR-mediated translational arrest. Nucleic Acids Res 2024; 52:11128-11147. [PMID: 38917323 PMCID: PMC11472168 DOI: 10.1093/nar/gkae507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 05/08/2024] [Accepted: 06/04/2024] [Indexed: 06/27/2024] Open
Abstract
Zika virus (ZIKV) is an emerging mosquito-borne flavivirus that causes severe outbreaks in human populations. ZIKV infection leads to the accumulation of small non-coding viral RNAs (known as sfRNAs) that are crucial for evasion of antiviral responses and for viral pathogenesis. However, the mechanistic understanding of how sfRNAs function remains incomplete. Here, we use recombinant ZIKVs and ribosome profiling of infected human cells to show that sfRNAs block translation of antiviral genes. Mechanistically, we demonstrate that specific RNA structures present in sfRNAs trigger PKR activation, which instead of limiting viral replication, enhances viral particle production. Although ZIKV infection induces mRNA expression of antiviral genes, translation efficiency of type I interferon and interferon stimulated genes were significantly downregulated by PKR activation. Our results reveal a novel viral adaptation mechanism mediated by sfRNAs, where ZIKV increases its fitness by repurposing the antiviral role of PKR into a proviral factor.
Collapse
Affiliation(s)
- Horacio M Pallarés
- Fundación Instituto Leloir, Instituto de Investigaciones Bioquímicas de Buenos Aires IIBBA-CONICET, Ciudad Autónoma de Buenos Aires, Argentina
| | - María Mora González López Ledesma
- Fundación Instituto Leloir, Instituto de Investigaciones Bioquímicas de Buenos Aires IIBBA-CONICET, Ciudad Autónoma de Buenos Aires, Argentina
| | - Santiago Oviedo-Rouco
- Fundación Instituto Leloir, Instituto de Investigaciones Bioquímicas de Buenos Aires IIBBA-CONICET, Ciudad Autónoma de Buenos Aires, Argentina
| | | | - Guadalupe S Costa Navarro
- Fundación Instituto Leloir, Instituto de Investigaciones Bioquímicas de Buenos Aires IIBBA-CONICET, Ciudad Autónoma de Buenos Aires, Argentina
| | - Ana J Fernández-Alvarez
- Fundación Instituto Leloir, Instituto de Investigaciones Bioquímicas de Buenos Aires IIBBA-CONICET, Ciudad Autónoma de Buenos Aires, Argentina
| | - María Josefina D’Andreiz
- Fundación Instituto Leloir, Instituto de Investigaciones Bioquímicas de Buenos Aires IIBBA-CONICET, Ciudad Autónoma de Buenos Aires, Argentina
| | | | - Diego E Alvarez
- Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín-CONICET, Buenos Aires, Argentina
| | - Ariel A Bazzini
- Stowers Institute for Medical Research, Kansas City, MO, USA
- Department of Molecular and Integrative Physiology, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS 66160, USA
| | - Andrea V Gamarnik
- Fundación Instituto Leloir, Instituto de Investigaciones Bioquímicas de Buenos Aires IIBBA-CONICET, Ciudad Autónoma de Buenos Aires, Argentina
| |
Collapse
|
17
|
Zhou Y, Jian N, Jiang C, Wang J. m 6A modification in non-coding RNAs: Mechanisms and potential therapeutic implications in fibrosis. Biomed Pharmacother 2024; 179:117331. [PMID: 39191030 DOI: 10.1016/j.biopha.2024.117331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 08/07/2024] [Accepted: 08/21/2024] [Indexed: 08/29/2024] Open
Abstract
N6-methyladenosine (m6A) is one of the most prevalent and reversible forms of RNA methylation, with increasing evidence indicating its critical role in numerous physiological and pathological processes. m6A catalyzes messenger RNA(mRNA) as well as regulatory non-coding RNAs (ncRNAs), such as microRNAs, long non-coding RNAs, and circular RNAs. This modification modulates ncRNA fate and cell functions in various bioprocesses, including ncRNA splicing, maturity, export, and stability. Key m6A regulators, including writers, erasers, and readers, have been reported to modify the ncRNAs involved in fibrogenesis. NcRNAs affect fibrosis progression by targeting m6A regulators. The interactions between m6A and ncRNAs can influence multiple cellular life activities. In this review, we discuss the impact of the interaction between m6A modifications and ncRNAs on the pathological mechanisms of fibrosis, revealing the possibility of these interactions as diagnostic markers and therapeutic targets in fibrosis.
Collapse
Affiliation(s)
- Yutong Zhou
- Department of Immunology, Xiangya School of Medicine, Central South University, Changsha 410078, China
| | - Ni Jian
- Department of Immunology, Xiangya School of Medicine, Central South University, Changsha 410078, China
| | - Canhua Jiang
- Department of Oral and Maxillofacial Surgery, Xiangya Hospital, Central South University, Changsha 410078, China
| | - Jie Wang
- Department of Immunology, Xiangya School of Medicine, Central South University, Changsha 410078, China.
| |
Collapse
|
18
|
Sharma A, Dsilva GJ, Deshpande G, Galande S. Exploring the versatility of zygotic genome regulators: A comparative and functional analysis. Cell Rep 2024; 43:114680. [PMID: 39182225 DOI: 10.1016/j.celrep.2024.114680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 06/30/2024] [Accepted: 08/08/2024] [Indexed: 08/27/2024] Open
Abstract
The activation of the zygotic genome constitutes an essential process during early embryogenesis that determines the overall progression of embryonic development. Zygotic genome activation (ZGA) is tightly regulated, involving a delicate interplay of activators and repressors, to precisely control the timing and spatial pattern of gene expression. While regulators of ZGA vary across species, they accomplish comparable outcomes. Recent studies have shed light on the unanticipated roles of ZGA components both during and after ZGA. Moreover, different ZGA regulators seem to have acquired unique functional modalities to manifest their regulatory potential. In this review, we explore these observations to assess whether these are simply anecdotal or contribute to a broader regulatory framework that employs a versatile means to arrive at the conserved outcome.
Collapse
Affiliation(s)
- Ankita Sharma
- Department of Biology, Indian Institute of Science Education and Research, Dr Homi Bhabha Road, Pune 411008, India; Center of Excellence in Epigenetics, Department of Life Sciences, Shiv Nadar Institution of Eminence, Delhi-NCR 201314, India
| | - Greg Jude Dsilva
- Department of Biology, Indian Institute of Science Education and Research, Dr Homi Bhabha Road, Pune 411008, India; Center of Excellence in Epigenetics, Department of Life Sciences, Shiv Nadar Institution of Eminence, Delhi-NCR 201314, India
| | - Girish Deshpande
- Department of Biology, Indian Institute of Science Education and Research, Dr Homi Bhabha Road, Pune 411008, India; Department of Molecular Biology, Princeton University, Princeton, NJ 08540, USA.
| | - Sanjeev Galande
- Department of Biology, Indian Institute of Science Education and Research, Dr Homi Bhabha Road, Pune 411008, India; Center of Excellence in Epigenetics, Department of Life Sciences, Shiv Nadar Institution of Eminence, Delhi-NCR 201314, India.
| |
Collapse
|
19
|
Remsburg CM, Konrad KD, Testa MD, Stepicheva N, Lee K, Choe LH, Polson S, Bhavsar J, Huang H, Song JL. miR-31-mediated local translation at the mitotic spindle is important for early development. Development 2024; 151:dev202619. [PMID: 39250531 PMCID: PMC11423917 DOI: 10.1242/dev.202619] [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: 12/15/2023] [Accepted: 07/17/2024] [Indexed: 09/11/2024]
Abstract
miR-31 is a highly conserved microRNA that plays crucial roles in cell proliferation, migration and differentiation. We discovered that miR-31 and some of its validated targets are enriched on the mitotic spindle of the dividing sea urchin embryo and mammalian cells. Using the sea urchin embryo, we found that miR-31 inhibition led to developmental delay correlated with increased cytoskeletal and chromosomal defects. We identified miR-31 to directly suppress several actin remodeling transcripts, including β-actin, Gelsolin, Rab35 and Fascin. De novo translation of Fascin occurs at the mitotic spindle of sea urchin embryos and mammalian cells. Importantly, miR-31 inhibition leads to a significant a increase of newly translated Fascin at the spindle of dividing sea urchin embryos. Forced ectopic localization of Fascin transcripts to the cell membrane and translation led to significant developmental and chromosomal segregation defects, highlighting the importance of the regulation of local translation by miR-31 at the mitotic spindle to ensure proper cell division. Furthermore, miR-31-mediated post-transcriptional regulation at the mitotic spindle may be an evolutionarily conserved regulatory paradigm of mitosis.
Collapse
Affiliation(s)
- Carolyn M. Remsburg
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
| | - Kalin D. Konrad
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
- Department of Neurology, Columbia University, New York, NY 10032, USA
| | - Michael D. Testa
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
| | - Nadezda Stepicheva
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Kelvin Lee
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA
- National Institute for Innovation in Manufacturing Biopharmaceuticals, Newark, DE 19716, USA
| | - Leila H. Choe
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA
- National Institute for Innovation in Manufacturing Biopharmaceuticals, Newark, DE 19716, USA
| | - Shawn Polson
- Department of Computer and Informational Sciences; Plant & Soil Sciences; Biological Sciences, CBCB Bioinformatics Core Facility; Bioinformatics, Healthcare Informatics, and Data Science Network of Delaware, University of Delaware, Newark, DE 19716, USA
| | - Jaysheel Bhavsar
- Department of Computer and Informational Sciences, University of Delaware, DE 19716, USA
| | - Hongzhan Huang
- Department of Computer and Informational Sciences, University of Delaware, DE 19716, USA
| | - Jia L. Song
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
| |
Collapse
|
20
|
Yang H, Thompson B. Widespread changes to the translational landscape in a maize microRNA biogenesis mutant. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 119:1986-2000. [PMID: 38963711 DOI: 10.1111/tpj.16902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 06/08/2024] [Accepted: 06/17/2024] [Indexed: 07/06/2024]
Abstract
MicroRNAs are short, non-coding RNAs that repress gene expression in both plants and animals and have diverse functions related to growth, development, and stress responses. The ribonuclease, DICER-LIKE1 (DCL1) is required for two steps in plant miRNA biogenesis: cleavage of the primary miRNAs (pri-miRNAs) to release a hairpin structure, called the precursor miRNA (pre-miRNA) and cleavage of the pre-miRNA to generate the miRNA/miRNA* duplex. The mature miRNA guides the RNA-induced silencing complex to target RNAs with complementary sequences, resulting in translational repression and/or RNA cleavage of target mRNAs. However, the relative contribution of translational repression versus mRNA degradation by miRNAs remains unknown at the genome-level in crops, especially in maize. The maize fuzzy tassel (fzt) mutant contains a hypomorphic mutation in DCL1 resulting in broad developmental defects. While most miRNAs are reduced in fzt, the levels of miRNA-targeted mRNAs are not dramatically increased, suggesting that translational regulation by miRNAs may be common. To gain insight into the repression mechanism of plant miRNAs, we combined ribosome profiling and RNA-sequencing to globally survey miRNA activities in maize. Our data indicate that translational repression contributes significantly to regulation of most miRNA targets and that approximately one-third of miRNA targets are regulated primarily at the translational level. Surprisingly, ribosomes appear altered in fzt mutants suggesting that DCL1 may also have a role in ribosome biogenesis. Thus, DICER-LIKE1 shapes the translational landscape in plants through both miRNA-dependent and miRNA-independent mechanisms.
Collapse
Affiliation(s)
- Hailong Yang
- Biology Department, East Carolina University, Greenville, North Carolina, USA
| | - Beth Thompson
- Biology Department, East Carolina University, Greenville, North Carolina, USA
| |
Collapse
|
21
|
Fang F, Chen D, Basharat AR, Poulos W, Wang Q, Cibelli JB, Liu X, Sun L. Quantitative proteomics reveals the dynamic proteome landscape of zebrafish embryos during the maternal-to-zygotic transition. iScience 2024; 27:109944. [PMID: 38784018 PMCID: PMC11111832 DOI: 10.1016/j.isci.2024.109944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 08/23/2023] [Accepted: 05/06/2024] [Indexed: 05/25/2024] Open
Abstract
Maternal-to-zygotic transition (MZT) is central to early embryogenesis. However, its underlying molecular mechanisms are still not well described. Here, we revealed the expression dynamics of 5,000 proteins across four stages of zebrafish embryos during MZT, representing one of the most systematic surveys of proteome landscape of the zebrafish embryos during MZT. Nearly 700 proteins were differentially expressed and were divided into six clusters according to their expression patterns. The proteome expression profiles accurately reflect the main events that happen during the MZT, i.e., zygotic genome activation (ZGA), clearance of maternal mRNAs, and initiation of cellular differentiation and organogenesis. MZT is modulated by many proteins at multiple levels in a collaborative fashion, i.e., transcription factors, histones, histone-modifying enzymes, RNA helicases, and P-body proteins. Significant discrepancies were discovered between zebrafish proteome and transcriptome profiles during the MZT. The proteome dynamics database will be a valuable resource for bettering our understanding of MZT.
Collapse
Affiliation(s)
- Fei Fang
- Department of Chemistry, Michigan State University, 578 S Shaw Lane, East Lansing, MI 48824, USA
| | - Daoyang Chen
- Department of Chemistry, Michigan State University, 578 S Shaw Lane, East Lansing, MI 48824, USA
| | - Abdul Rehman Basharat
- Department of BioHealth Informatics, Indiana University-Purdue University Indianapolis, Indianapolis, IN 46202, USA
| | - William Poulos
- Department of Animal Science, Michigan State University, East Lansing, MI 48824, USA
| | - Qianyi Wang
- Department of Chemistry, Michigan State University, 578 S Shaw Lane, East Lansing, MI 48824, USA
| | - Jose B. Cibelli
- Department of Animal Science, Michigan State University, East Lansing, MI 48824, USA
- Department of Large Animal Clinical Sciences, Michigan State University, East Lansing, MI 48824, USA
| | - Xiaowen Liu
- Deming Department of Medicine, School of Medicine, Tulane University, 1441 Canal Street, New Orleans, LA 70112, USA
| | - Liangliang Sun
- Department of Chemistry, Michigan State University, 578 S Shaw Lane, East Lansing, MI 48824, USA
| |
Collapse
|
22
|
Traber GM, Yu AM. The Growing Class of Novel RNAi Therapeutics. Mol Pharmacol 2024; 106:13-20. [PMID: 38719476 PMCID: PMC11187687 DOI: 10.1124/molpharm.124.000895] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 04/15/2024] [Indexed: 06/20/2024] Open
Abstract
The clinical use of RNA interference (RNAi) molecular mechanisms has introduced a novel, growing class of RNA therapeutics capable of treating diseases by controlling target gene expression at the posttranscriptional level. With the newly approved nedosiran (Rivfloza), there are now six RNAi-based therapeutics approved by the United States Food and Drug Administration (FDA). Interestingly, five of the six FDA-approved small interfering RNA (siRNA) therapeutics [patisiran (Onpattro), lumasiran (Oxlumo), inclisiran (Leqvio), vutrisiran (Amvuttra), and nedosiran] were revealed to act on the 3'-untranslated regions of target mRNAs, instead of coding sequences, thereby following the common mechanistic action of genome-derived microRNAs (miRNA). Furthermore, three of the FDA-approved siRNA therapeutics [patisiran, givosiran (Givlaari), and nedosiran] induce target mRNA degradation or cleavage via near-complete rather than complete base-pair complementarity. These features along with previous findings confound the currently held characteristics to distinguish siRNAs and miRNAs or biosimilars, of which all converge in the RNAi regulatory pathway action. Herein, we discuss the RNAi mechanism of action and current criteria for distinguishing between miRNAs and siRNAs while summarizing the common and unique chemistry and molecular pharmacology of the six FDA-approved siRNA therapeutics. The term "RNAi" therapeutics, as used previously, provides a coherently unified nomenclature for broader RNAi forms as well as the growing number of therapeutic siRNAs and miRNAs or biosimilars that best aligns with current pharmacological nomenclature by mechanism of action. SIGNIFICANCE STATEMENT: The common and unique chemistry and molecular pharmacology of six FDA-approved siRNA therapeutics are summarized, in which nedosiran is newly approved. We point out rather a surprisingly mechanistic action as miRNAs for five siRNA therapeutics and discuss the differences and similarities between siRNAs and miRNAs that supports using a general and unified term "RNAi" therapeutics to align with current drug nomenclature criteria in pharmacology based on mechanism of action and embraces broader forms and growing number of novel RNAi therapeutics.
Collapse
Affiliation(s)
- Gavin M Traber
- Department of Biochemistry and Molecular Medicine, School of Medicine, University of California - Davis, Sacramento, California
| | - Ai-Ming Yu
- Department of Biochemistry and Molecular Medicine, School of Medicine, University of California - Davis, Sacramento, California
| |
Collapse
|
23
|
Hernandez-Huertas L, Moreno-Sanchez I, Crespo-Cuadrado J, Vargas-Baco A, da Silva Pescador G, Santos-Pereira JM, Bazzini AA, Moreno-Mateos MA. CRISPR-RfxCas13d screening uncovers Bckdk as a post-translational regulator of the maternal-to-zygotic transition in teleosts. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.22.595167. [PMID: 38826327 PMCID: PMC11142190 DOI: 10.1101/2024.05.22.595167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
The Maternal-to-Zygotic transition (MZT) is a reprograming process encompassing zygotic genome activation (ZGA) and the clearance of maternally-provided mRNAs. While some factors regulating MZT have been identified, there are thousands of maternal RNAs whose function has not been ascribed yet. Here, we have performed a proof-of-principle CRISPR-RfxCas13d maternal screening targeting mRNAs encoding protein kinases and phosphatases in zebrafish and identified Bckdk as a novel post-translational regulator of MZT. Bckdk mRNA knockdown caused epiboly defects, ZGA deregulation, H3K27ac reduction and a partial impairment of miR-430 processing. Phospho-proteomic analysis revealed that Phf10/Baf45a, a chromatin remodeling factor, is less phosphorylated upon Bckdk depletion. Further, phf10 mRNA knockdown also altered ZGA and Phf10 constitutively phosphorylated rescued the developmental defects observed after bckdk mRNA depletion. Altogether, our results demonstrate the competence of CRISPR-RfxCas13d screenings to uncover new regulators of early vertebrate development and shed light on the post-translational control of MZT mediated by protein phosphorylation.
Collapse
Affiliation(s)
- Luis Hernandez-Huertas
- Andalusian Center for Developmental Biology (CABD), Pablo de Olavide University/CSIC/Junta de Andalucía, Ctra. Utrera Km.1, 41013, Seville, Spain
- Department of Molecular Biology and Biochemical Engineering, Pablo de Olavide University, Ctra. Utrera Km.1, 41013, Seville, Spain
| | - Ismael Moreno-Sanchez
- Andalusian Center for Developmental Biology (CABD), Pablo de Olavide University/CSIC/Junta de Andalucía, Ctra. Utrera Km.1, 41013, Seville, Spain
- Department of Molecular Biology and Biochemical Engineering, Pablo de Olavide University, Ctra. Utrera Km.1, 41013, Seville, Spain
| | - Jesús Crespo-Cuadrado
- Andalusian Center for Developmental Biology (CABD), Pablo de Olavide University/CSIC/Junta de Andalucía, Ctra. Utrera Km.1, 41013, Seville, Spain
| | - Ana Vargas-Baco
- Andalusian Center for Developmental Biology (CABD), Pablo de Olavide University/CSIC/Junta de Andalucía, Ctra. Utrera Km.1, 41013, Seville, Spain
- Department of Molecular Biology and Biochemical Engineering, Pablo de Olavide University, Ctra. Utrera Km.1, 41013, Seville, Spain
| | | | - José M. Santos-Pereira
- Andalusian Center for Developmental Biology (CABD), Pablo de Olavide University/CSIC/Junta de Andalucía, Ctra. Utrera Km.1, 41013, Seville, Spain
| | - Ariel A. Bazzini
- Stowers Institute for Medical Research, 1000 E 50th St, Kansas City, MO 64110, USA
- Department of Molecular and Integrative Physiology, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS 66160, USA
| | - Miguel A. Moreno-Mateos
- Andalusian Center for Developmental Biology (CABD), Pablo de Olavide University/CSIC/Junta de Andalucía, Ctra. Utrera Km.1, 41013, Seville, Spain
- Department of Molecular Biology and Biochemical Engineering, Pablo de Olavide University, Ctra. Utrera Km.1, 41013, Seville, Spain
| |
Collapse
|
24
|
Wilson CA, Postlethwait JH. A maternal-to-zygotic-transition gene block on the zebrafish sex chromosome. G3 (BETHESDA, MD.) 2024; 14:jkae050. [PMID: 38466753 PMCID: PMC11075544 DOI: 10.1093/g3journal/jkae050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 02/22/2024] [Accepted: 03/01/2024] [Indexed: 03/13/2024]
Abstract
Wild zebrafish (Danio rerio) have a ZZ/ZW chromosomal sex-determination system with the major sex locus on the right arm of chromosome-4 (Chr4R) near the largest heterochromatic block in the genome, suggesting that Chr4R transcriptomics might differ from the rest of the genome. To test this hypothesis, we conducted an RNA-seq analysis of adult ZW ovaries and ZZ testes in the Nadia strain and identified 4 regions of Chr4 with different gene expression profiles. Unique in the genome, protein-coding genes in a 41.7 Mb section (Region-2) were expressed in testis but silent in ovary. The AB lab strain, which lacks sex chromosomes, verified this result, showing that testis-biased gene expression in Region-2 depends on gonad biology, not on sex-determining mechanism. RNA-seq analyses in female and male brains and livers validated reduced transcripts from Region-2 in somatic cells, but without sex specificity. Region-2 corresponds to the heterochromatic portion of Chr4R and its content of genes and repetitive elements distinguishes it from the rest of the genome. Region-2 lacks protein-coding genes with human orthologs; has zinc finger genes expressed early in zygotic genome activation; has maternal 5S rRNA genes, maternal spliceosome genes, a concentration of tRNA genes, and a distinct set of repetitive elements. The colocalization of (1) genes silenced in ovaries but not in testes that are (2) expressed in embryos briefly at the onset of zygotic genome activation; (3) maternal-specific genes for translation machinery; (4) maternal-specific spliceosome components; and (5) adjacent genes encoding miR-430, which mediates maternal transcript degradation, suggest that this is a maternal-to-zygotic-transition gene regulatory block.
Collapse
|
25
|
Lorenzo-Orts L, Pauli A. The molecular mechanisms underpinning maternal mRNA dormancy. Biochem Soc Trans 2024; 52:861-871. [PMID: 38477334 PMCID: PMC11088918 DOI: 10.1042/bst20231122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 02/28/2024] [Accepted: 03/04/2024] [Indexed: 03/14/2024]
Abstract
A large number of mRNAs of maternal origin are produced during oogenesis and deposited in the oocyte. Since transcription stops at the onset of meiosis during oogenesis and does not resume until later in embryogenesis, maternal mRNAs are the only templates for protein synthesis during this period. To ensure that a protein is made in the right place at the right time, the translation of maternal mRNAs must be activated at a specific stage of development. Here we summarize our current understanding of the sophisticated mechanisms that contribute to the temporal repression of maternal mRNAs, termed maternal mRNA dormancy. We discuss mechanisms at the level of the RNA itself, such as the regulation of polyadenine tail length and RNA modifications, as well as at the level of RNA-binding proteins, which often block the assembly of translation initiation complexes at the 5' end of an mRNA or recruit mRNAs to specific subcellular compartments. We also review microRNAs and other mechanisms that contribute to repressing translation, such as ribosome dormancy. Importantly, the mechanisms responsible for mRNA dormancy during the oocyte-to-embryo transition are also relevant to cellular quiescence in other biological contexts.
Collapse
Affiliation(s)
- Laura Lorenzo-Orts
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter (VBC), 1030 Vienna, Austria
| | - Andrea Pauli
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter (VBC), 1030 Vienna, Austria
| |
Collapse
|
26
|
Yin R, Zhao H, Li L, Yang Q, Zeng M, Yang C, Bian J, Xie M. Gra-CRC-miRTar: The pre-trained nucleotide-to-graph neural networks to identify potential miRNA targets in colorectal cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.15.589599. [PMID: 38659732 PMCID: PMC11042274 DOI: 10.1101/2024.04.15.589599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
Colorectal cancer (CRC) is the third most diagnosed cancer and the second deadliest cancer worldwide representing a major public health problem. In recent years, increasing evidence has shown that microRNA (miRNA) can control the expression of targeted human messenger RNA (mRNA) by reducing their abundance or translation, acting as oncogenes or tumor suppressors in various cancers, including CRC. Due to the significant up-regulation of oncogenic miRNAs in CRC, elucidating the underlying mechanism and identifying dysregulated miRNA targets may provide a basis for improving current therapeutic interventions. In this paper, we proposed Gra-CRC-miRTar, a pre-trained nucleotide-to-graph neural network framework, for identifying potential miRNA targets in CRC. Different from previous studies, we constructed two pre-trained models to encode RNA sequences and transformed them into de Bruijn graphs. We employed different graph neural networks to learn the latent representations. The embeddings generated from de Bruijn graphs were then fed into a Multilayer Perceptron (MLP) to perform the prediction tasks. Our extensive experiments show that Gra-CRC-miRTar achieves better performance than other deep learning algorithms and existing predictors. In addition, our analyses also successfully revealed 172 out of 201 functional interactions through experimentally validated miRNA-mRNA pairs in CRC. Collectively, our effort provides an accurate and efficient framework to identify potential miRNA targets in CRC, which can also be used to reveal miRNA target interactions in other malignancies, facilitating the development of novel therapeutics.
Collapse
Affiliation(s)
- Rui Yin
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
- These authors contributed equally
| | - Hongru Zhao
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
- These authors contributed equally
| | - Lu Li
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, USA
| | - Qiang Yang
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - Min Zeng
- School of Computer Science and Engineering, Central South University, Changsha, Hunan, China
| | - Carl Yang
- Department of Computer Science, Emory University, Atlanta, GA, USA
| | - Jiang Bian
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - Mingyi Xie
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, USA
| |
Collapse
|
27
|
Baia Amaral D, Egidy R, Perera A, Bazzini AA. miR-430 regulates zygotic mRNA during zebrafish embryogenesis. Genome Biol 2024; 25:74. [PMID: 38504288 PMCID: PMC10949700 DOI: 10.1186/s13059-024-03197-8] [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: 07/05/2023] [Accepted: 02/15/2024] [Indexed: 03/21/2024] Open
Abstract
BACKGROUND Early embryonic developmental programs are guided by the coordinated interplay between maternally inherited and zygotically manufactured RNAs and proteins. Although these processes happen concomitantly and affecting gene function during this period is bound to affect both pools of mRNAs, it has been challenging to study their expression dynamics separately. RESULTS By employing SLAM-seq, a nascent mRNA labeling transcriptomic approach, in a developmental time series we observe that over half of the early zebrafish embryo transcriptome consists of maternal-zygotic genes, emphasizing their pivotal role in early embryogenesis. We provide an hourly resolution of de novo transcriptional activation events and follow nascent mRNA trajectories, finding that most de novo transcriptional events are stable throughout this period. Additionally, by blocking microRNA-430 function, a key post transcriptional regulator during zebrafish embryogenesis, we directly show that it destabilizes hundreds of de novo transcribed mRNAs from pure zygotic as well as maternal-zygotic genes. This unveils a novel miR-430 function during embryogenesis, fine-tuning zygotic gene expression. CONCLUSION These insights into zebrafish early embryo transcriptome dynamics emphasize the significance of post-transcriptional regulators in zygotic genome activation. The findings pave the way for future investigations into the coordinated interplay between transcriptional and post-transcriptional landscapes required for the establishment of animal cell identities and functions.
Collapse
Affiliation(s)
- Danielson Baia Amaral
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO, 64110, USA
| | - Rhonda Egidy
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO, 64110, USA
| | - Anoja Perera
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO, 64110, USA
| | - Ariel A Bazzini
- Stowers Institute for Medical Research, 1000 E 50th Street, Kansas City, MO, 64110, USA.
- Department of Molecular and Integrative Physiology, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS, 66160, USA.
| |
Collapse
|
28
|
Duan Y, Li L, Panzade GP, Piton A, Zinovyeva A, Ambros V. Modeling neurodevelopmental disorder-associated human AGO1 mutations in Caenorhabditis elegans Argonaute alg-1. Proc Natl Acad Sci U S A 2024; 121:e2308255121. [PMID: 38412125 PMCID: PMC10927592 DOI: 10.1073/pnas.2308255121] [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: 07/10/2023] [Accepted: 11/30/2023] [Indexed: 02/29/2024] Open
Abstract
MicroRNAs (miRNA) associate with Argonaute (AGO) proteins and repress gene expression by base pairing to sequences in the 3' untranslated regions of target genes. De novo coding variants in the human AGO genes AGO1 and AGO2 cause neurodevelopmental disorders (NDD) with intellectual disability, referred to as Argonaute syndromes. Most of the altered amino acids are conserved between the miRNA-associated AGO in Homo sapiens and Caenorhabditis elegans, suggesting that the human mutations could disrupt conserved functions in miRNA biogenesis or activity. We genetically modeled four human AGO1 mutations in C. elegans by introducing identical mutations into the C. elegans AGO1 homologous gene, alg-1. These alg-1 NDD mutations cause phenotypes in C. elegans indicative of disrupted miRNA processing, miRISC (miRNA silencing complex) formation, and/or target repression. We show that the alg-1 NDD mutations are antimorphic, causing developmental and molecular phenotypes stronger than those of alg-1 null mutants, likely by sequestrating functional miRISC components into non-functional complexes. The alg-1 NDD mutations cause allele-specific disruptions in mature miRNA profiles, accompanied by perturbation of downstream gene expression, including altered translational efficiency and/or messenger RNA abundance. The perturbed genes include those with human orthologs whose dysfunction is associated with NDD. These cross-clade genetic studies illuminate fundamental AGO functions and provide insights into the conservation of miRNA-mediated post-transcriptional regulatory mechanisms.
Collapse
Affiliation(s)
- Ye Duan
- Program of Molecular Medicine, UMass Chan Medical School, Worcester, MA01605
- Department of Organismic and Evolutionary Biology, Museum of Comparative Zoology, Harvard University, Cambridge, MA02138
| | - Li Li
- Division of Biology, Kansas State University, Manhattan, KS66506
| | | | - Amélie Piton
- Department of Translational Medicine and Neurogenetics, Institute of Genetics and Molecular and Cellular Biology, Strasbourg University, CNRS UMR7104, INSERM U1258, Illkirch67 400, France
| | - Anna Zinovyeva
- Division of Biology, Kansas State University, Manhattan, KS66506
| | - Victor Ambros
- Program of Molecular Medicine, UMass Chan Medical School, Worcester, MA01605
| |
Collapse
|
29
|
Jowhar Z, Xu A, Venkataramanan S, Dossena F, Hoye ML, Silver DL, Floor SN, Calviello L. A ubiquitous GC content signature underlies multimodal mRNA regulation by DDX3X. Mol Syst Biol 2024; 20:276-290. [PMID: 38273160 PMCID: PMC10912769 DOI: 10.1038/s44320-024-00013-0] [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: 11/27/2023] [Revised: 12/21/2023] [Accepted: 01/03/2024] [Indexed: 01/27/2024] Open
Abstract
The road from transcription to protein synthesis is paved with many obstacles, allowing for several modes of post-transcriptional regulation of gene expression. A fundamental player in mRNA biology is DDX3X, an RNA binding protein that canonically regulates mRNA translation. By monitoring dynamics of mRNA abundance and translation following DDX3X depletion, we observe stabilization of translationally suppressed mRNAs. We use interpretable statistical learning models to uncover GC content in the coding sequence as the major feature underlying RNA stabilization. This result corroborates GC content-related mRNA regulation detectable in other studies, including hundreds of ENCODE datasets and recent work focusing on mRNA dynamics in the cell cycle. We provide further evidence for mRNA stabilization by detailed analysis of RNA-seq profiles in hundreds of samples, including a Ddx3x conditional knockout mouse model exhibiting cell cycle and neurogenesis defects. Our study identifies a ubiquitous feature underlying mRNA regulation and highlights the importance of quantifying multiple steps of the gene expression cascade, where RNA abundance and protein production are often uncoupled.
Collapse
Affiliation(s)
- Ziad Jowhar
- Department of Cell and Tissue Biology, UCSF, San Francisco, USA
- Medical Scientist Training Program, University of California, San Francisco, San Francisco, CA, 94158, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, San Francisco, CA, 94158, USA
| | - Albert Xu
- Department of Cell and Tissue Biology, UCSF, San Francisco, USA
- Medical Scientist Training Program, University of California, San Francisco, San Francisco, CA, 94158, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, San Francisco, CA, 94158, USA
| | | | | | - Mariah L Hoye
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, USA
| | - Debra L Silver
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, USA
- Department of Cell Biology, Duke University Medical Center, Durham, USA
- Duke Regeneration Center, Duke University Medical Center, Durham, USA
- Department of Neurobiology, Duke University Medical Center, Durham, USA
- Duke Institute for Brain Sciences, Duke University Medical Center, Durham, USA
| | - Stephen N Floor
- Department of Cell and Tissue Biology, UCSF, San Francisco, USA.
- Helen Diller Family Comprehensive Cancer Center, San Francisco, USA.
| | | |
Collapse
|
30
|
Singh M, Kim JH. Measurement of Poly A Tail Length from Drosophila Larva Brain and Cell Line. J Vis Exp 2024:10.3791/66116. [PMID: 38284531 PMCID: PMC10954090 DOI: 10.3791/66116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2024] Open
Abstract
Polyadenylation is a crucial posttranscriptional modification that adds poly(A) tails to the 3' end of mRNA molecules. The length of the poly(A) tail is tightly regulated by cellular processes. Dysregulation of mRNA polyadenylation has been associated with abnormal gene expression and various diseases, including cancer, neurological disorders, and developmental abnormalities. Therefore, comprehending the dynamics of polyadenylation is vital for unraveling the complexities of mRNA processing and posttranscriptional gene regulation. This paper presents a method for measuring poly(A) tail lengths in RNA samples isolated from Drosophila larval brains and Drosophila Schneider S2 cells. We employed the guanosine/inosine (G/I) tailing approach, which involves the enzymatic addition of G/I residues at the 3' end of mRNA using yeast poly(A) polymerase. This modification protects the RNA's 3' end from enzymatic degradation. The protected full-length poly(A) tails are then reverse-transcribed using a universal antisense primer. Subsequently, PCR amplification is performed using a gene-specific oligo that targets the gene of interest, along with a universal sequence oligo used for reverse transcription. This generates PCR products encompassing the poly(A) tails of the gene of interest. Since polyadenylation is not a uniform modification and results in tails of varying lengths, the PCR products display a range of sizes, leading to a smear pattern on agarose gel. Finally, the PCR products are subjected to high-resolution capillary gel electrophoresis, followed by quantification using the sizes of the poly(A) PCR products and the gene-specific PCR product. This technique offers a straightforward and reliable tool for analyzing poly(A) tail lengths, enabling us to gain deeper insights into the intricate mechanisms governing mRNA regulation.
Collapse
Affiliation(s)
- Monika Singh
- Department of Biology, University of Nevada, Reno
| | | |
Collapse
|
31
|
Freen-van Heeren JJ. Posttranscriptional Events Orchestrate Immune Homeostasis of CD8 + T Cells. Methods Mol Biol 2024; 2782:65-80. [PMID: 38622392 DOI: 10.1007/978-1-0716-3754-8_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2024]
Abstract
Maintaining immune homeostasis is instrumental for host health. Immune cells, such as T cells, are instrumental for the eradication of pathogenic bacteria, fungi and viruses. Furthermore, T cells also play a major role in the fight against cancer. Through the formation of immunological memory, a pool of antigen-experienced T cells remains in the body to rapidly protect the host upon reinfection or retransformation. In order to perform their protective function, T cells produce cytolytic molecules, such as granzymes and perforin, and cytokines such as interferon γ and tumor necrosis factor α. Recently, it has become evident that posttranscriptional regulatory events dictate the kinetics and magnitude of cytokine production by murine and human CD8+ T cells. Here, the recent literature regarding the role posttranscriptional regulation plays in maintaining immune homeostasis of antigen-experienced CD8+ T cells is reviewed.
Collapse
|
32
|
Wilson CA, Postlethwait JH. A maternal-to-zygotic-transition gene block on the zebrafish sex chromosome. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.06.570431. [PMID: 38106184 PMCID: PMC10723407 DOI: 10.1101/2023.12.06.570431] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Wild zebrafish (Danio rerio) have a ZZ/ZW chromosomal sex determination system with the major sex locus on the right arm of chromosome-4 (Chr4R) near the largest heterochromatic block in the genome, suggesting the hypothesis that the Chr4R transcriptome might be different from the rest of the genome. We conducted an RNA-seq analysis of adult ZW ovaries and ZZ testes and identified four regions of Chr4 with different gene expression profiles. Unique in the genome, protein-coding genes in a 41.7 Mb section (Region-2) were expressed in testis but silent in ovary. The AB lab strain, which lacks sex chromosomes, verified this result, showing that testis-biased gene expression in Region-2 depends on gonad biology, not on sex-determining mechanism. RNA-seq analyses in female and male brain and liver validated few transcripts from Region-2 in somatic cells, but without sex-specificity. Region-2 corresponds to the heterochromatic portion of Chr4R and its content of genes and repetitive elements distinguishes it from the rest of the genome. In Region-2, protein-coding genes lack human orthologs; it has zinc finger genes expressed early in zygotic genome activation; it has maternal 5S rRNA genes, maternal spliceosome genes, a concentration of tRNA genes, and an distinct set of repetitive elements. The colocalization of 1) genes silenced in ovaries but not in testes that are 2) expressed in embryos briefly at the onset of zygotic genome activation; 3) maternal-specific genes for translation machinery; 4) maternal-specific spliceosome components; and 4) adjacent genes encoding miR-430, which mediates maternal transcript degradation, suggest that this is a Maternal-to-Zygotic-Transition Gene Regulatory Block.
Collapse
|
33
|
Di Grandi D, Dayeh DM, Kaur K, Chen Y, Henderson S, Moon Y, Bhowmick A, Ihnat PM, Fu Y, Muthusamy K, Palackal N, Pyles EA. A single-nucleotide resolution capillary gel electrophoresis workflow for poly(A) tail characterization in the development of mRNA therapeutics and vaccines. J Pharm Biomed Anal 2023; 236:115692. [PMID: 37696189 DOI: 10.1016/j.jpba.2023.115692] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 08/29/2023] [Accepted: 08/31/2023] [Indexed: 09/13/2023]
Abstract
The 3' poly(A) tail is an important component of messenger RNA (mRNA). The length of the poly(A) tail has direct impact on the stability and translation efficiency of the mRNA molecule and is therefore considered to be a critical quality attribute (CQA) of mRNA-based therapeutics and vaccines. Various analytical methods have been developed to monitor this CQA. Methods like ion-pair reversed-phase liquid chromatography (IPRP-LC) can be used to quantify the percentage of mRNA with poly(A) tail but fail to provide further information on the actual length of poly(A). High-resolution methods such as liquid chromatography coupled with mass spectrometry (LC-MS) or next generation sequencing (NGS) can separate poly(A) tail length by one nucleotide (n/n + 1 resolution) but are complicated to implement for release testing of manufactured mRNA. In this study, a workflow utilizing capillary gel electrophoresis (CGE) for characterizing the poly(A) tail length of mRNA was developed. The CGE method demonstrated resolution comparable with the LC-MS method. With UV detection and the addition of poly(A) length markers, this method can provide poly(A) tail length information and can also provide quantitation of each poly(A) length, making it a suitable release method to monitor the CQA of poly(A) tail length.
Collapse
Affiliation(s)
- Deanna Di Grandi
- Protein Biochemistry, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Daniel M Dayeh
- Protein Biochemistry, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Keerat Kaur
- Regeneron Genetic Medicines, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Yizhuo Chen
- Regeneron Genetic Medicines, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Steven Henderson
- Protein Biochemistry, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Youmi Moon
- Protein Biochemistry, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Arijit Bhowmick
- Regeneron Genetic Medicines, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Peter M Ihnat
- Protein Biochemistry, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Yue Fu
- Protein Biochemistry, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA.
| | - Kathir Muthusamy
- Protein Biochemistry, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA.
| | - Nisha Palackal
- Protein Biochemistry, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| | - Erica A Pyles
- Protein Biochemistry, Regeneron Pharmaceuticals, Inc., Tarrytown, NY 10591, USA
| |
Collapse
|
34
|
Wang S, Huang T, Xie Z, Wan L, Ren H, Wu T, Xie L, Luo S, Li M, Xie Z, Fan Q, Huang J, Zeng T, Zhang Y, Zhang M, Wei Y. Transcriptomic and Translatomic Analyses Reveal Insights into the Signaling Pathways of the Innate Immune Response in the Spleens of SPF Chickens Infected with Avian Reovirus. Viruses 2023; 15:2346. [PMID: 38140587 PMCID: PMC10747248 DOI: 10.3390/v15122346] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 11/23/2023] [Accepted: 11/24/2023] [Indexed: 12/24/2023] Open
Abstract
Avian reovirus (ARV) infection is prevalent in farmed poultry and causes viral arthritis and severe immunosuppression. The spleen plays a very important part in protecting hosts against infectious pathogens. In this research, transcriptome and translatome sequencing technology were combined to investigate the mechanisms of transcriptional and translational regulation in the spleen after ARV infection. On a genome-wide scale, ARV infection can significantly reduce the translation efficiency (TE) of splenic genes. Differentially expressed translational efficiency genes (DTEGs) were identified, including 15 upregulated DTEGs and 396 downregulated DTEGs. These DTEGs were mainly enriched in immune regulation signaling pathways, which indicates that ARV infection reduces the innate immune response in the spleen. In addition, combined analyses revealed that the innate immune response involves the effects of transcriptional and translational regulation. Moreover, we discovered the key gene IL4I1, the most significantly upregulated gene at both the transcriptional and translational levels. Further studies in DF1 cells showed that overexpression of IL4I1 could inhibit the replication of ARV, while inhibiting the expression of endogenous IL4I1 with siRNA promoted the replication of ARV. Overexpression of IL4I1 significantly downregulated the mRNA expression of IFN-β, LGP2, TBK1 and NF-κB; however, the expression of these genes was significantly upregulated after inhibition of IL4I1, suggesting that IL4I1 may be a negative feedback effect of innate immune signaling pathways. In addition, there may be an interaction between IL4I1 and ARV σA protein, and we speculate that the IL4I1 protein plays a regulatory role by interacting with the σA protein. This study not only provides a new perspective on the regulatory mechanisms of the innate immune response after ARV infection but also enriches the knowledge of the host defense mechanisms against ARV invasion and the outcome of ARV evasion of the host's innate immune response.
Collapse
Affiliation(s)
- Sheng Wang
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Tengda Huang
- Division of Liver Surgery, Department of General Surgery, Laboratory of Liver Surgery, and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China;
| | - Zhixun Xie
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Lijun Wan
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Hongyu Ren
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Tian Wu
- NHC Key Laboratory of Transplant Engineering and Immunology, Regenerative Medicine Research Center, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital of Sichuan University, Chengdu 610041, China;
| | - Liji Xie
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Sisi Luo
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Meng Li
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Zhiqin Xie
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Qing Fan
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Jiaoling Huang
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Tingting Zeng
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Yanfang Zhang
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - Minxiu Zhang
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| | - You Wei
- Guangxi Key Laboratory of Veterinary Biotechnology, Guangxi Veterinary Research Institute, Nanning 530000, China; (S.W.); (L.W.); (H.R.); (L.X.); (S.L.); (M.L.); (Z.X.); (Q.F.); (J.H.); (T.Z.); (Y.Z.); (M.Z.); (Y.W.)
- Key Laboratory of China (Guangxi)-ASEAN Cross-Border Animal Disease Prevention and Control, Ministry of Agriculture and Rural Affairs of China, Nanning 530000, China
| |
Collapse
|
35
|
Jowhar Z, Xu A, Venkataramanan S, Dossena F, Hoye ML, Silver DL, Floor SN, Calviello L. A ubiquitous GC content signature underlies multimodal mRNA regulation by DDX3X. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.11.540322. [PMID: 37214951 PMCID: PMC10197686 DOI: 10.1101/2023.05.11.540322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The road from transcription to protein synthesis is paved with many obstacles, allowing for several modes of post-transcriptional regulation of gene expression. A fundamental player in mRNA biology is DDX3X, an RNA binding protein that canonically regulates mRNA translation. By monitoring dynamics of mRNA abundance and translation following DDX3X depletion, we observe stabilization of translationally suppressed mRNAs. We use interpretable statistical learning models to uncover GC content in the coding sequence as the major feature underlying RNA stabilization. This result corroborates GC content-related mRNA regulation detectable in other studies, including hundreds of ENCODE datasets and recent work focusing on mRNA dynamics in the cell cycle. We provide further evidence for mRNA stabilization by detailed analysis of RNA-seq profiles in hundreds of samples, including a Ddx3x conditional knockout mouse model exhibiting cell cycle and neurogenesis defects. Our study identifies a ubiquitous feature underlying mRNA regulation and highlights the importance of quantifying multiple steps of the gene expression cascade, where RNA abundance and protein production are often uncoupled.
Collapse
Affiliation(s)
- Ziad Jowhar
- Department of Cell and Tissue Biology, UCSF, San Francisco, United States
- Medical Scientist Training Program, University of California, San Francisco, San Francisco, CA 94158, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Albert Xu
- Department of Cell and Tissue Biology, UCSF, San Francisco, United States
- Medical Scientist Training Program, University of California, San Francisco, San Francisco, CA 94158, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, San Francisco, CA 94158, USA
| | | | | | - Mariah L Hoye
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, United States
| | - Debra L Silver
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, United States
- Department of Cell Biology, Duke University Medical Center, Durham, United States
- Duke Regeneration Center, Duke University Medical Center, Durham, United States
- Department of Neurobiology, Duke University Medical Center, Durham, United States
- Duke Institute for Brain Sciences, Duke University Medical Center, Durham, United States
| | - Stephen N Floor
- Department of Cell and Tissue Biology, UCSF, San Francisco, United States
- Helen Diller Family Comprehensive Cancer Center, San Francisco, United States
| | | |
Collapse
|
36
|
Shah VN, Neumeier J, Huberdeau MQ, Zeitler DM, Bruckmann A, Meister G, Simard MJ. Casein kinase 1 and 2 phosphorylate Argonaute proteins to regulate miRNA-mediated gene silencing. EMBO Rep 2023; 24:e57250. [PMID: 37712432 PMCID: PMC10626430 DOI: 10.15252/embr.202357250] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 08/18/2023] [Accepted: 09/01/2023] [Indexed: 09/16/2023] Open
Abstract
MicroRNAs (miRNAs) together with Argonaute (AGO) proteins form the core of the RNA-induced silencing complex (RISC) to regulate gene expression of their target RNAs post-transcriptionally. Argonaute proteins are subjected to intensive regulation via various post-translational modifications that can affect their stability, silencing efficacy and specificity for targeted gene regulation. We report here that in Caenorhabditis elegans, two conserved serine/threonine kinases - casein kinase 1 alpha 1 (CK1A1) and casein kinase 2 (CK2) - regulate a highly conserved phosphorylation cluster of 4 Serine residues (S988:S998) on the miRNA-specific AGO protein ALG-1. We show that CK1A1 phosphorylates ALG-1 at sites S992 and S995, while CK2 phosphorylates ALG-1 at sites S988 and S998. Furthermore, we demonstrate that phospho-mimicking mutants of the entire S988:S998 cluster rescue the various developmental defects observed upon depleting CK1A1 and CK2. In humans, we show that CK1A1 also acts as a priming kinase of this cluster on AGO2. Altogether, our data suggest that phosphorylation of AGO within the cluster by CK1A1 and CK2 is required for efficient miRISC-target RNA binding and silencing.
Collapse
Affiliation(s)
- Vivek Nilesh Shah
- CHU de Québec‐Université Laval Research Center (Oncology Division)Quebec CityQuebecCanada
- Université Laval Cancer Research CentreQuebec CityQuebecCanada
| | - Julia Neumeier
- Regensburg Center for Biochemistry (RCB), Laboratory for RNA BiologyUniversity of RegensburgRegensburgGermany
| | - Miguel Quévillon Huberdeau
- CHU de Québec‐Université Laval Research Center (Oncology Division)Quebec CityQuebecCanada
- Université Laval Cancer Research CentreQuebec CityQuebecCanada
| | - Daniela M Zeitler
- Regensburg Center for Biochemistry (RCB), Laboratory for RNA BiologyUniversity of RegensburgRegensburgGermany
| | - Astrid Bruckmann
- Regensburg Center for Biochemistry (RCB), Laboratory for RNA BiologyUniversity of RegensburgRegensburgGermany
| | - Gunter Meister
- Regensburg Center for Biochemistry (RCB), Laboratory for RNA BiologyUniversity of RegensburgRegensburgGermany
| | - Martin J Simard
- CHU de Québec‐Université Laval Research Center (Oncology Division)Quebec CityQuebecCanada
- Université Laval Cancer Research CentreQuebec CityQuebecCanada
| |
Collapse
|
37
|
Nikumbh S, Lenhard B. Identifying promoter sequence architectures via a chunking-based algorithm using non-negative matrix factorisation. PLoS Comput Biol 2023; 19:e1011491. [PMID: 37983292 PMCID: PMC10695386 DOI: 10.1371/journal.pcbi.1011491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 12/04/2023] [Accepted: 09/05/2023] [Indexed: 11/22/2023] Open
Abstract
Core promoters are stretches of DNA at the beginning of genes that contain information that facilitates the binding of transcription initiation complexes. Different functional subsets of genes have core promoters with distinct architectures and characteristic motifs. Some of these motifs inform the selection of transcription start sites (TSS). By discovering motifs with fixed distances from known TSS positions, we could in principle classify promoters into different functional groups. Due to the variability and overlap of architectures, promoter classification is a difficult task that requires new approaches. In this study, we present a new method based on non-negative matrix factorisation (NMF) and the associated software called seqArchR that clusters promoter sequences based on their motifs at near-fixed distances from a reference point, such as TSS. When combined with experimental data from CAGE, seqArchR can efficiently identify TSS-directing motifs, including known ones like TATA, DPE, and nucleosome positioning signal, as well as novel lineage-specific motifs and the function of genes associated with them. By using seqArchR on developmental time courses, we reveal how relative use of promoter architectures changes over time with stage-specific expression. seqArchR is a powerful tool for initial genome-wide classification and functional characterisation of promoters. Its use cases are more general: it can also be used to discover any motifs at near-fixed distances from a reference point, even if they are present in only a small subset of sequences.
Collapse
Affiliation(s)
- Sarvesh Nikumbh
- Computational Regulatory Genomics, MRC London Institute of Medical Sciences, London, United Kingdom
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Boris Lenhard
- Computational Regulatory Genomics, MRC London Institute of Medical Sciences, London, United Kingdom
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| |
Collapse
|
38
|
Fang G, Xu D, Zhang T, Qiu L, Gao X, Wang G, Miao Y. Effects of hsa_circ_0074854 on colorectal cancer progression, construction of a circRNA-miRNA-mRNA network, and analysis of immune infiltration. J Cancer Res Clin Oncol 2023; 149:15439-15456. [PMID: 37644235 PMCID: PMC10620273 DOI: 10.1007/s00432-023-05315-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 08/17/2023] [Indexed: 08/31/2023]
Abstract
PURPOSE Circular RNAs have been demonstrated to be closely associated with the onset and metastasis of colorectal cancer. However, the roles and clinical diagnostic value of most circRNAs in colorectal cancer remain unclear. METHODS We detected the differential expression of circRNAs in CRC tissues and cells and investigated their relationship in conjunction with clinical pathological features. Additionally, we performed cellular functional experiments in CRC cell lines to explore the functions of circRNAs. To further validate the potential ceRNA network, qPCR was performed to assess the expression of miRNA and mRNA in CRC cells after differential expression of circRNAs knockdown. Furthermore, database analysis was utilized to explore the relationship between the predicted mRNAs and immune infiltration in CRC. RESULTS Our research findings indicate a positive correlation between hsa_circ_0074854 expression and advanced clinical pathological features, as well as an unfavorable prognosis. Knockdown of hsa_circ_0074854 was observed to inhibit proliferation and migration capabilities of colorectal cancer cells, affecting the cell cycle progression, and simultaneously promoting apoptosis. A competing endogenous RNA mechanism may exist among circRNAs, miRNAs, and mRNAs. Furthermore, the expression of target genes displayed correlations with the abundance of certain immune cells. CONCLUSION We propose a novel ceRNA network and evaluate the interplay between target genes and immune cells, providing novel insights for the diagnosis and targeted therapy of CRC.
Collapse
Affiliation(s)
- Guida Fang
- Department of Gastrointestinal Surgery, Clinical College of Lianyungang Second People's Hospital, Bengbu Medical College, Lianyungang, 222002, Jiangsu, China
| | - Dalai Xu
- Department of Gastrointestinal Surgery, Clinical College of Lianyungang Second People's Hospital, Bengbu Medical College, Lianyungang, 222002, Jiangsu, China
- Department of Gastrointestinal Surgery, The Second People's Hospital of Lianyungang City, Kangda College of Nanjing Medical University, Lianyungang, 222002, Jiangsu, China
| | - Tao Zhang
- Department of Gastrointestinal Surgery, Clinical College of Lianyungang Second People's Hospital, Bengbu Medical College, Lianyungang, 222002, Jiangsu, China
| | - Lei Qiu
- Department of Gastrointestinal Surgery, Clinical College of Lianyungang Second People's Hospital, Bengbu Medical College, Lianyungang, 222002, Jiangsu, China
- Department of Gastrointestinal Surgery, The Second People's Hospital of Lianyungang City, Kangda College of Nanjing Medical University, Lianyungang, 222002, Jiangsu, China
| | - Xuzhu Gao
- Department of Gastrointestinal Surgery, The Second People's Hospital of Lianyungang City, Kangda College of Nanjing Medical University, Lianyungang, 222002, Jiangsu, China
- Institute of Clinical Oncology, The Second People's Hospital of Lianyungang City (Cancer Hospital of Lianyungang), Lianyungang, 222002, Jiangsu, China
| | - Gang Wang
- Department of Gastrointestinal Surgery, Clinical College of Lianyungang Second People's Hospital, Bengbu Medical College, Lianyungang, 222002, Jiangsu, China.
- Department of Gastrointestinal Surgery, The Second People's Hospital of Lianyungang City, Kangda College of Nanjing Medical University, Lianyungang, 222002, Jiangsu, China.
| | - Yongchang Miao
- Department of Gastrointestinal Surgery, Clinical College of Lianyungang Second People's Hospital, Bengbu Medical College, Lianyungang, 222002, Jiangsu, China.
- Department of Gastrointestinal Surgery, The Second People's Hospital of Lianyungang City, Kangda College of Nanjing Medical University, Lianyungang, 222002, Jiangsu, China.
| |
Collapse
|
39
|
Phelps WA, Hurton MD, Ayers TN, Carlson AE, Rosenbaum JC, Lee MT. Hybridization led to a rewired pluripotency network in the allotetraploid Xenopus laevis. eLife 2023; 12:e83952. [PMID: 37787392 PMCID: PMC10569791 DOI: 10.7554/elife.83952] [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: 10/04/2022] [Accepted: 10/02/2023] [Indexed: 10/04/2023] Open
Abstract
After fertilization, maternally contributed factors to the egg initiate the transition to pluripotency to give rise to embryonic stem cells, in large part by activating de novo transcription from the embryonic genome. Diverse mechanisms coordinate this transition across animals, suggesting that pervasive regulatory remodeling has shaped the earliest stages of development. Here, we show that maternal homologs of mammalian pluripotency reprogramming factors OCT4 and SOX2 divergently activate the two subgenomes of Xenopus laevis, an allotetraploid that arose from hybridization of two diploid species ~18 million years ago. Although most genes have been retained as two homeologous copies, we find that a majority of them undergo asymmetric activation in the early embryo. Chromatin accessibility profiling and CUT&RUN for modified histones and transcription factor binding reveal extensive differences in predicted enhancer architecture between the subgenomes, which likely arose through genomic disruptions as a consequence of allotetraploidy. However, comparison with diploid X. tropicalis and zebrafish shows broad conservation of embryonic gene expression levels when divergent homeolog contributions are combined, implying strong selection to maintain dosage in the core vertebrate pluripotency transcriptional program, amid genomic instability following hybridization.
Collapse
Affiliation(s)
- Wesley A Phelps
- Department of Biological Sciences, University of PittsburghPittsburghUnited States
| | - Matthew D Hurton
- Department of Biological Sciences, University of PittsburghPittsburghUnited States
| | - Taylor N Ayers
- Department of Biological Sciences, University of PittsburghPittsburghUnited States
| | - Anne E Carlson
- Department of Biological Sciences, University of PittsburghPittsburghUnited States
| | - Joel C Rosenbaum
- Department of Biological Sciences, University of PittsburghPittsburghUnited States
| | - Miler T Lee
- Department of Biological Sciences, University of PittsburghPittsburghUnited States
| |
Collapse
|
40
|
Al Qaryoute A, Fallatah W, Dhinoja S, Raman R, Jagadeeswaran P. Role of microRNAs and their downstream target transcription factors in zebrafish thrombopoiesis. Sci Rep 2023; 13:16066. [PMID: 37752184 PMCID: PMC10522587 DOI: 10.1038/s41598-023-42868-7] [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: 04/12/2023] [Accepted: 09/15/2023] [Indexed: 09/28/2023] Open
Abstract
Previous studies have shown that human platelets and megakaryocytes carry microRNAs suggesting their role in platelet function and megakaryocyte development, respectively. However, a comprehensive study on the microRNAs and their targets has not been undertaken. Zebrafish thrombocytes could be used as a model to study their role in megakaryocyte maturation and platelet function because thrombocytes have both megakaryocyte features and platelet properties. In our laboratory, we identified 15 microRNAs in thrombocytes using single-cell RNA sequencing. We knocked down each of these 15 microRNAs by the piggyback method and found knockdown of three microRNAs, mir-7148, let-7b, and mir-223 in adult zebrafish led to an increase in the percentage of thrombocytes. Functional thrombocyte analysis using plate tilt assay showed no modulatory effect of the three microRNAs on thrombocyte aggregation/agglutination. We also found enhanced thrombosis using arterial laser thrombosis assay in a group of zebrafish larvae after mir-7148, let-7b, and mir-223 knockdowns. These results suggested mir-7148, let-7b, and mir-223 are repressors for thrombocyte production. We then explored miRWalk database for let-7b downstream targets and then selected those that are expressed in thrombocytes, and from this list based on their role in differentiation selected 14 genes, rorca, tgif1, rfx1a, deaf1, zbtb18, mafba, cebpa, spi1a, spi1b, fhl3b, ikzf1, irf5, irf8, and lbx1b that encode transcriptional regulators. The qRT-PCR analysis of expression levels of the above genes following let-7b knockdown showed changes in the expression of 13 targets. We then studied the effect of the 13 targets on thrombocyte production and identified 5 genes, irf5, tgif1, irf8, cebpa, and rorca that showed thrombocytosis and one gene, ikzf1 that showed thrombocytopenia. Furthermore, we tested whether mir-223 regulates any of the above 13 transcription factors after mir-223 knockdown using qRT-PCR. Six of the 13 genes showed similar gene expression as observed with let-7b knockdown and 7 genes showed opposing results. Thus, our results suggested a possible regulatory network in common with both let-7b and mir-223. We also identified that tgif1, cebpa, ikzf1, irf5, irf8, and ikzf1 play a role in thrombopoiesis. Since the ikzf1 gene showed a differential expression profile in let-7b and mir-223 knockdowns but resulted in thrombocytopenia in ikzf1 knockdown in both adults and larvae we also studied an ikzf1 mutant and showed the mutant had thrombocytopenia. Taken together, these studies showed that thrombopoiesis is controlled by a network of transcription regulators that are regulated by multiple microRNAs in both positive and negative manner resulting in overall inhibition of thrombopoiesis.
Collapse
Affiliation(s)
- Ayah Al Qaryoute
- Department of Biological Sciences, University of North Texas, 1511 West Sycamore Street, Denton, TX, 76203, USA
| | - Weam Fallatah
- Department of Biological Sciences, University of North Texas, 1511 West Sycamore Street, Denton, TX, 76203, USA
| | - Sanchi Dhinoja
- Department of Biological Sciences, University of North Texas, 1511 West Sycamore Street, Denton, TX, 76203, USA
| | - Revathi Raman
- Department of Biological Sciences, University of North Texas, 1511 West Sycamore Street, Denton, TX, 76203, USA
| | - Pudur Jagadeeswaran
- Department of Biological Sciences, University of North Texas, 1511 West Sycamore Street, Denton, TX, 76203, USA.
| |
Collapse
|
41
|
Umu SU, Paynter VM, Trondsen H, Buschmann T, Rounge TB, Peterson KJ, Fromm B. Accurate microRNA annotation of animal genomes using trained covariance models of curated microRNA complements in MirMachine. CELL GENOMICS 2023; 3:100348. [PMID: 37601971 PMCID: PMC10435380 DOI: 10.1016/j.xgen.2023.100348] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 03/15/2023] [Accepted: 05/26/2023] [Indexed: 08/22/2023]
Abstract
The annotation of microRNAs depends on the availability of transcriptomics data and expert knowledge. This has led to a gap between the availability of novel genomes and high-quality microRNA complements. Using >16,000 microRNAs from the manually curated microRNA gene database MirGeneDB, we generated trained covariance models for all conserved microRNA families. These models are available in our tool MirMachine, which annotates conserved microRNAs within genomes. We successfully applied MirMachine to a range of animal species, including those with large genomes and genome duplications and extinct species, where small RNA sequencing is hard to achieve. We further describe a microRNA score of expected microRNAs that can be used to assess the completeness of genome assemblies. MirMachine closes a long-persisting gap in the microRNA field by facilitating automated genome annotation pipelines and deeper studies into the evolution of genome regulation, even in extinct organisms.
Collapse
Affiliation(s)
- Sinan Uğur Umu
- Department of Pathology, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Vanessa M. Paynter
- The Arctic University Museum of Norway, UiT - The Arctic University of Norway, Tromsø, Norway
| | - Håvard Trondsen
- Department of Pathology, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Trine B. Rounge
- Department of Research, Cancer Registry of Norway, Oslo, Norway
- Centre for Bioinformatics, Department of Pharmacy, University of Oslo, Oslo, Norway
| | - Kevin J. Peterson
- Department of Biological Sciences, Dartmouth College, Hanover, NH, USA
| | - Bastian Fromm
- The Arctic University Museum of Norway, UiT - The Arctic University of Norway, Tromsø, Norway
| |
Collapse
|
42
|
Ayers TN, Nicotra ML, Lee MT. Parallels and contrasts between the cnidarian and bilaterian maternal-to-zygotic transition are revealed in Hydractinia embryos. PLoS Genet 2023; 19:e1010845. [PMID: 37440598 PMCID: PMC10368294 DOI: 10.1371/journal.pgen.1010845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 07/25/2023] [Accepted: 06/26/2023] [Indexed: 07/15/2023] Open
Abstract
Embryogenesis requires coordinated gene regulatory activities early on that establish the trajectory of subsequent development, during a period called the maternal-to-zygotic transition (MZT). The MZT comprises transcriptional activation of the embryonic genome and post-transcriptional regulation of egg-inherited maternal mRNA. Investigation into the MZT in animals has focused almost exclusively on bilaterians, which include all classical models such as flies, worms, sea urchin, and vertebrates, thus limiting our capacity to understand the gene regulatory paradigms uniting the MZT across all animals. Here, we elucidate the MZT of a non-bilaterian, the cnidarian Hydractinia symbiolongicarpus. Using parallel poly(A)-selected and non poly(A)-dependent RNA-seq approaches, we find that the Hydractinia MZT is composed of regulatory activities similar to many bilaterians, including cytoplasmic readenylation of maternally contributed mRNA, delayed genome activation, and separate phases of maternal mRNA deadenylation and degradation that likely depend on both maternally and zygotically encoded clearance factors, including microRNAs. But we also observe massive upregulation of histone genes and an expanded repertoire of predicted H4K20 methyltransferases, aspects thus far particular to the Hydractinia MZT and potentially underlying a novel mode of early embryonic chromatin regulation. Thus, similar regulatory strategies with taxon-specific elaboration underlie the MZT in both bilaterian and non-bilaterian embryos, providing insight into how an essential developmental transition may have arisen in ancestral animals.
Collapse
Affiliation(s)
- Taylor N. Ayers
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh Pennsylvania, United States of America
| | - Matthew L. Nicotra
- Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Miler T. Lee
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh Pennsylvania, United States of America
| |
Collapse
|
43
|
Seo JJ, Jung SJ, Yang J, Choi DE, Kim VN. Functional viromic screens uncover regulatory RNA elements. Cell 2023:S0092-8674(23)00675-X. [PMID: 37413987 DOI: 10.1016/j.cell.2023.06.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 04/21/2023] [Accepted: 06/10/2023] [Indexed: 07/08/2023]
Abstract
The number of sequenced viral genomes has surged recently, presenting an opportunity to understand viral diversity and uncover unknown regulatory mechanisms. Here, we conducted a screening of 30,367 viral segments from 143 species representing 96 genera and 37 families. Using a library of viral segments in 3' UTR, we identified hundreds of elements impacting RNA abundance, translation, and nucleocytoplasmic distribution. To illustrate the power of this approach, we investigated K5, an element conserved in kobuviruses, and found its potent ability to enhance mRNA stability and translation in various contexts, including adeno-associated viral vectors and synthetic mRNAs. Moreover, we identified a previously uncharacterized protein, ZCCHC2, as a critical host factor for K5. ZCCHC2 recruits the terminal nucleotidyl transferase TENT4 to elongate poly(A) tails with mixed sequences, delaying deadenylation. This study provides a unique resource for virus and RNA research and highlights the potential of the virosphere for biological discoveries.
Collapse
Affiliation(s)
- Jenny J Seo
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
| | - Soo-Jin Jung
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
| | - Jihye Yang
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
| | - Da-Eun Choi
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
| | - V Narry Kim
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea.
| |
Collapse
|
44
|
Abstract
Messenger RNA (mRNA) stability and translational efficiency are two crucial aspects of the post-transcriptional process that profoundly impact protein production in a cell. While it is widely known that ribosomes produce proteins, studies during the past decade have surprisingly revealed that ribosomes also control mRNA stability in a codon-dependent manner, a process referred to as codon optimality. Therefore, codons, the three-nucleotide words read by the ribosome, have a potent effect on mRNA stability and provide cis-regulatory information that extends beyond the amino acids they encode. While the codon optimality molecular mechanism is still unclear, the translation elongation rate appears to trigger mRNA decay. Thus, transfer RNAs emerge as potential master gene regulators affecting mRNA stability. Furthermore, while few factors related to codon optimality have been identified in yeast, the orthologous genes in vertebrates do not necessary share the same functions. Here, we discuss codon optimality findings and gene regulation layers related to codon composition in different eukaryotic species.
Collapse
Affiliation(s)
- Qiushuang Wu
- Stowers Institute for Medical Research, Kansas City, Missouri, USA;
| | - Ariel A Bazzini
- Stowers Institute for Medical Research, Kansas City, Missouri, USA;
- Department of Molecular and Integrative Physiology, University of Kansas Medical Center, Kansas City, Kansas, USA
| |
Collapse
|
45
|
Ayers TN, Nicotra ML, Lee MT. Parallels and contrasts between the cnidarian and bilaterian maternal-to-zygotic transition are revealed in Hydractinia embryos. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.09.540083. [PMID: 37214839 PMCID: PMC10197650 DOI: 10.1101/2023.05.09.540083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Embryogenesis requires coordinated gene regulatory activities early on that establish the trajectory of subsequent development, during a period called the maternal-to-zygotic transition (MZT). The MZT comprises transcriptional activation of the embryonic genome and post-transcriptional regulation of egg-inherited maternal mRNA. Investigation into the MZT in animals has focused almost exclusively on bilaterians, which include all classical models such as flies, worms, sea urchin, and vertebrates, thus limiting our capacity to understand the gene regulatory paradigms uniting the MZT across all animals. Here, we elucidate the MZT of a non-bilaterian, the cnidarian Hydractinia symbiolongicarpus . Using parallel poly(A)-selected and non poly(A)-dependent RNA-seq approaches, we find that the Hydractinia MZT is composed of regulatory activities analogous to many bilaterians, including cytoplasmic readenylation of maternally contributed mRNA, delayed genome activation, and separate phases of maternal mRNA deadenylation and degradation that likely depend on both maternally and zygotically encoded clearance factors, including microRNAs. But we also observe massive upregulation of histone genes and an expanded repertoire of predicted H4K20 methyltransferases, aspects thus far unique to the Hydractinia MZT and potentially underlying a novel mode of early embryonic chromatin regulation. Thus, similar regulatory strategies with taxon-specific elaboration underlie the MZT in both bilaterian and non-bilaterian embryos, providing insight into how an essential developmental transition may have arisen in ancestral animals.
Collapse
Affiliation(s)
- Taylor N. Ayers
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh PA 15213 U.S.A
| | - Matthew L. Nicotra
- Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA 15261 U.S.A
| | - Miler T. Lee
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh PA 15213 U.S.A
| |
Collapse
|
46
|
Qaryoute AA, Fallatah W, Dhinoja S, Raman R, Jagadeeswaran P. Role of MicroRNAs and their Downstream Target Transcription Factors in Zebrafish Thrombopoiesis. RESEARCH SQUARE 2023:rs.3.rs-2807790. [PMID: 37162944 PMCID: PMC10168436 DOI: 10.21203/rs.3.rs-2807790/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Previous studies have shown that human platelets and megakaryocytes carry microRNAs suggesting their role in platelet function and megakaryocyte development, respectively. However, a comprehensive study on the microRNAs and their targets has not been undertaken. Zebrafish thrombocytes could be used as a model to study their role in megakaryocyte maturation and platelet function because thrombocytes have both megakaryocyte features and platelet properties. In our laboratory, we identified 15 microRNAs in thrombocytes using single-cell RNA sequencing. We knocked down each of these 15 microRNAs by the piggyback method and found knockdown of three microRNAs, mir-7148, let-7b , and mir-223 in adult zebrafish led to an increase in the percentage of thrombocytes. Functional thrombocyte analysis using plate tilt assay showed no modulatory effect of the three microRNAs on thrombocyte aggregation/agglutination. We also found enhanced thrombosis using arterial laser thrombosis assay in a group of zebrafish larvae after mir-7148, let-7b , and mir-223 knockdowns. These results suggested mir-7148, let-7b , and mir-223 are repressors for thrombocyte production. We then explored miRWalk database for let-7b downstream targets and then selected those that are expressed in thrombocytes, and from this list based on their role in differentiation selected 14 genes, rorca, tgif1, rfx1a, deaf1, zbtb18, mafba, cebpa, spi1a, spi1b, fhl3b, ikzf1, irf5, irf8 , and lbx1b that encode transcriptional regulators. The qRT-PCR analysis of expression levels of the above genes following let-7b knockdown showed changes in the expression of 13 targets. We then studied the effect of the 13 targets on thrombocyte production and identified 5 genes, irf5, tgif1, irf8, cebpa , and rorca that showed thrombocytosis and one gene, ikzf1 that showed thrombocytopenia. Furthermore, we tested whether mir-223 regulates any of the above 13 transcription factors after mir-223 knockdown using qRT-PCR. Six of the 13 genes showed similar gene expression as observed with let-7b knockdown and 7 genes showed opposing results. Thus, our results suggested a possible regulatory network in common with both let-7b and mir-223 . We also identified that tgif1, cebpa, ikzf1, irf5 , irf8 , and ikzf1 play a role in thrombopoiesis. Since the ikzf1 gene showed a differential expression profile in let-7b and mir-223 knockdowns but resulted in thrombocytopenia in ikzf1 knockdown in both adults and larvae we also studied an ikzf1 mutant and showed the mutant had thrombocytopenia. Taken together, these studies showed that thrombopoiesis is controlled by a network of transcription regulators that are regulated by multiple microRNAs in both positive and negative manner resulting in overall inhibition of thrombopoiesis.
Collapse
|
47
|
Quesnelle DC, Bendena WG, Chin-Sang ID. A Compilation of the Diverse miRNA Functions in Caenorhabditis elegans and Drosophila melanogaster Development. Int J Mol Sci 2023; 24:ijms24086963. [PMID: 37108126 PMCID: PMC10139094 DOI: 10.3390/ijms24086963] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 04/05/2023] [Accepted: 04/07/2023] [Indexed: 04/29/2023] Open
Abstract
MicroRNAs are critical regulators of post-transcriptional gene expression in a wide range of taxa, including invertebrates, mammals, and plants. Since their discovery in the nematode, Caenorhabditis elegans, miRNA research has exploded, and they are being identified in almost every facet of development. Invertebrate model organisms, particularly C. elegans, and Drosophila melanogaster, are ideal systems for studying miRNA function, and the roles of many miRNAs are known in these animals. In this review, we compiled the functions of many of the miRNAs that are involved in the development of these invertebrate model species. We examine how gene regulation by miRNAs shapes both embryonic and larval development and show that, although many different aspects of development are regulated, several trends are apparent in the nature of their regulation.
Collapse
Affiliation(s)
| | - William G Bendena
- Department of Biology, Queen's University, Kingston, ON K7L 3N6, Canada
| | - Ian D Chin-Sang
- Department of Biology, Queen's University, Kingston, ON K7L 3N6, Canada
| |
Collapse
|
48
|
Duan Y, Li L, Panzade GP, Piton A, Zinovyeva A, Ambros V. Modeling neurodevelopmental disorder-associated hAGO1 mutations in C. elegans Argonaute ALG-1. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.06.535748. [PMID: 37066388 PMCID: PMC10104039 DOI: 10.1101/2023.04.06.535748] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
MicroRNAs (miRNA) are endogenous non-coding RNAs important for post-transcriptional regulation of gene expression. miRNAs associate with Argonaute proteins to bind to the 3' UTR of target genes and confer target repression. Recently, multiple de novo coding variants in the human Argonaute gene AGO1 ( hAGO1 ) have been reported to cause a neurodevelopmental disorder (NDD) with intellectual disability (ID). Most of the altered amino acids are conserved between the miRNA-associated Argonautes in H. sapiens and C. elegans , suggesting the hAGO1 mutations could disrupt evolutionarily conserved functions in the miRNA pathway. To investigate how the hAGO1 mutations may affect miRNA biogenesis and/or functions, we genetically modeled four of the hAGO1 de novo variants (referred to as NDD mutations) by introducing the identical mutations to the C. elegans hAGO1 homolog, alg-1 . This array of mutations caused distinct effects on C. elegans miRNA functions, miRNA populations, and downstream gene expression, indicative of profound alterations in aspects of miRNA processing and miRISC formation and/or activity. Specifically, we found that the alg-1 NDD mutations cause allele-specific disruptions in mature miRNA profiles both in terms of overall abundances and association with mutant ALG-1. We also observed allele-specific profiles of gene expression with altered translational efficiency and/or mRNA abundance. The sets of perturbed genes include human homologs whose dysfunction is known to cause NDD. We anticipate that these cross-clade genetic studies may advance the understanding of fundamental Argonaute functions and provide insights into the conservation of miRNA-mediated post-transcriptional regulatory mechanisms.
Collapse
|
49
|
Park J, Kim M, Yi H, Baeg K, Choi Y, Lee YS, Lim J, Kim VN. Short poly(A) tails are protected from deadenylation by the LARP1-PABP complex. Nat Struct Mol Biol 2023; 30:330-338. [PMID: 36849640 DOI: 10.1038/s41594-023-00930-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 01/10/2023] [Indexed: 03/01/2023]
Abstract
Deadenylation generally constitutes the first and pivotal step in eukaryotic messenger RNA decay. Despite its importance in posttranscriptional regulations, the kinetics of deadenylation and its regulation remain largely unexplored. Here we identify La ribonucleoprotein 1, translational regulator (LARP1) as a general decelerator of deadenylation, which acts mainly in the 30-60-nucleotide (nt) poly(A) length window. We measured the steady-state and pulse-chased distribution of poly(A)-tail length, and found that deadenylation slows down in the 30-60-nt range. LARP1 associates preferentially with short tails and its depletion results in accelerated deadenylation specifically in the 30-60-nt range. Consistently, LARP1 knockdown leads to a global reduction of messenger RNA abundance. LARP1 interferes with the CCR4-NOT-mediated deadenylation in vitro by forming a ternary complex with poly(A)-binding protein (PABP) and poly(A). Together, our work reveals a dynamic nature of deadenylation kinetics and a role of LARP1 as a poly(A) length-specific barricade that creates a threshold for deadenylation.
Collapse
Affiliation(s)
- Joha Park
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- School of Biological Sciences, Seoul National University, Seoul, Korea
- Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Myeonghwan Kim
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- School of Biological Sciences, Seoul National University, Seoul, Korea
| | - Hyerim Yi
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- School of Biological Sciences, Seoul National University, Seoul, Korea
- Stanford University School of Medicine, Stanford, CA, USA
| | - Kyungmin Baeg
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
| | - Yongkuk Choi
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- School of Biological Sciences, Seoul National University, Seoul, Korea
| | - Young-Suk Lee
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea
| | - Jaechul Lim
- Center for RNA Research, Institute for Basic Science, Seoul, Korea
- School of Biological Sciences, Seoul National University, Seoul, Korea
- Yale School of Medicine, New Haven, CT, USA
| | - V Narry Kim
- Center for RNA Research, Institute for Basic Science, Seoul, Korea.
- School of Biological Sciences, Seoul National University, Seoul, Korea.
| |
Collapse
|
50
|
Baig MS, Deepanshu, Prakash P, Alam P, Krishnan A. In silico analysis reveals hypoxia-induced miR-210-3p specifically targets SARS-CoV-2 RNA. J Biomol Struct Dyn 2023; 41:12305-12327. [PMID: 36752331 DOI: 10.1080/07391102.2023.2175255] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 01/01/2023] [Indexed: 02/09/2023]
Abstract
Human coronaviruses (HCoVs) until the emergence of SARS in 2003 were associated with mild cold and upper respiratory tract infections. The ongoing pandemic caused by SARS-CoV-2 has enhanced the potential for infection and transmission as compared to other known members of this family. MicroRNAs (miRNA) are 21-25 nucleotides long non-coding RNA that bind to 3' UTR of genes and regulate almost every aspect of cellular function. Several human miRNAs have been known to target viral genomes, mostly to downregulate their expression and sometimes to upregulate also. In some cases, host miRNAs could be sequestered by the viral genome to create a condition for favourable virus existence. The ongoing SARS CoV-2 pandemic is unique based on its transmissibility and severity and we hypothesised that there could be a unique mechanism for its pathogenesis. In this study, we exploited in silico approach to identify human respiratory system-specific miRNAs targeting the viral genome of three highly pathogenic HCoVs (SARS-CoV-2 Wuhan strain, SARS-CoV, and MERS-CoV) and three low pathogenic HCoVs (OC43, NL63, and HKU1). We identified ten common microRNAs that target all HCoVs studied here. In addition, we identified unique miRNAs which targeted specifically one particular HCoV. miR-210-3p was the single unique lung-specific miRNA, which was found to target the NSP3, NSP4, and NSP13 genes of SARS-CoV-2. Further miR-210-NSP3, miR-210-NSP4, and miR-210-NSP13 SARS-CoV-2 duplexes were docked with the hAGO2 protein (PDB ID 4F3T) which showed Z-score values of -1.9, -1.7, and -1.6, respectively. The role of miR-210-3p as master hypoxia regulator and inflammation regulation may be important for SARS-CoV-2 pathogenesis. Overall, this analysis advocates that miR-210-3p be investigated experimentally in SARS-CoV-2 infection.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
| | - Deepanshu
- Department of Molecular Medicine, Jamia Hamdard, New Delhi, India
| | - Prem Prakash
- Department of Molecular Medicine, Jamia Hamdard, New Delhi, India
| | - Pravej Alam
- Department of Biology, College of Science and Humanities in Al-Kharj, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia
| | - Anuja Krishnan
- Department of Molecular Medicine, Jamia Hamdard, New Delhi, India
| |
Collapse
|