1
|
Liu S, Wu J, Jiang H, Zhou Y, Huang X, Wang Y, Xie Z, Liao Z, Ding Z, Liu J, Hu X, Mao H, Liu S, Chen B. CircFBLN2 regulates duck myoblast proliferation and differentiation through miR-22-5p and MEF2C interaction. Poult Sci 2025; 104:105063. [PMID: 40120247 PMCID: PMC11987613 DOI: 10.1016/j.psj.2025.105063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 03/17/2025] [Accepted: 03/17/2025] [Indexed: 03/25/2025] Open
Abstract
The growth and development of duck skeletal muscle significantly affect duck meat production, making it essential to understand the molecular mechanisms underlying these processes. Circular RNAs (circRNAs) and microRNAs (miRNAs) are identified in many species and play essential roles in the regulation of myogenic processes; however, research on circRNAs and miRNAs involved in the duck skeletal muscle development is limited. In prior whole-transcriptome RNA sequencing study, we identified differential expression of miR-22-5p and the novel circular RNA circFBLN2, which arises from the second exon of the FBLN2 gene, in duck primary myoblasts (DPMs). In this study, we confirmed the circular structure of circFBLN2 and explored its expression patterns and functional implications in myogenesis. To elucidate the function of circFBLN2 in the myogenic processes of duck, we conducted experiments involving both the silencing and overexpression of circFBLN2 in DPMs. Our findings indicated that circFBLN2 inhibits DPM proliferation while promoting their differentiation. Conversely, when miR-22-5p was silenced and overexpressed, it exhibited opposing effects by promoting the proliferation of DPMs and inhibiting their differentiation. These results suggest a complex dynamic interplay between circFBLN2 and miR-22-5p in the regulation of DPMs proliferation and differentiation. Additionally, our results revealed that both circFBLN2 and myocyte enhancer factor 2 C (MEF2C) act as sponges for miR-22-5p, as demonstrated by binding predictions and dual-luciferase reporter assays. These results offer novel perspectives on the regulatory pathways underlying the duck embryonic skeletal muscle development, underscoring the pivotal function of circFBLN2 in the regulation of miR-22-5p expression. This research deepens our comprehension of the molecular underpinnings of avian myogenesis, potentially paving the way for more effective approaches to bolster growth and development of livestock.
Collapse
Affiliation(s)
- Shuibing Liu
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; College of Animal Science, South China Agricultural University, Guangzhou 510642, Guangdong, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Jintao Wu
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Hongxia Jiang
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Ya'nan Zhou
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Xuwen Huang
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Yuxiang Wang
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Zhanbin Xie
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China
| | - Zurong Liao
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Zhenxvan Ding
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Jing Liu
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Xiaolong Hu
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Huirong Mao
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Sanfeng Liu
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China
| | - Biao Chen
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, Jiangxi, PR China; Poultry Institute, Jiangxi Agricultural University, Nanchang 330045, PR China.
| |
Collapse
|
2
|
Qobadi-Nasr S, Pourgholami MH, Mowla SJ. The interaction between ΔNp63α and TAp63α, mediated by miR-205-5p, inhibits the migration of lung adenocarcinoma cells. Sci Rep 2025; 15:11501. [PMID: 40181048 PMCID: PMC11968970 DOI: 10.1038/s41598-025-95206-4] [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: 10/12/2024] [Accepted: 03/19/2025] [Indexed: 04/05/2025] Open
Abstract
Lung cancer is a highly lethal disease worldwide, resulting from a combination of genetic, epigenetic, and environmental factors. The amplification of specific chromosomal regions is a hallmark of cancer progression; for instance, the 3q region of chromosome 3 is notably amplified in lung cancer, contributing to early tumor development. TP63, a member of the p53 family, is located in the 3q region. The presence of two distinct sets of TP63 isoforms (ΔNp63 and TAp63) complicates its functional role. Furthermore, miR-205-5p, a crucial player in cancer progression, has a predicted target site in the 5'-untranslated region (5'-UTR) of TAp63 transcripts. To investigate a potential correlation between miR-205-5p and the ΔNp63 and TAp63 isoforms, we conducted an in silico study followed by experimental validations on clinical tissue samples. We found a significant positive correlation between the expression of miR-205-5p and both isoforms of TP63 in lung adenocarcinoma (LUAD) datasets. The correlation between ΔNp63 and miR-205-5p was further confirmed in tissue samples from LUAD patients. Subsequently, we overexpressed ΔNp63α in lung adenocarcinoma cell lines and observed an upregulation of miR-205-5p, TAp63α, and DICER in the A549 cell line. Overexpression of ΔNp63α also inhibited the migration of A549 cells by reducing epithelial-mesenchymal transition (EMT) markers and increasing mesenchymal-epithelial transition (MET) markers. We conducted a luciferase assay to investigate the direct interaction between miR-205-5p and the 5'-UTR of TAp63 and observed a positive association. Overexpression of miR-205-5p in the A549 cell line led to the upregulation of TAp63α and DICER. Additionally, we found a reduction in migration following miR-205-5p transfection. Based on these results, it appears that there is a ΔNp63α/miR-205-5p/TAp63α/DICER axis involved in the regulation of migration in lung adenocarcinoma, which is cell-specific.
Collapse
Affiliation(s)
- Samaneh Qobadi-Nasr
- Department of Molecular Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, 14115- 111, Iran
| | | | - Seyed Javad Mowla
- Department of Molecular Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, 14115- 111, Iran.
| |
Collapse
|
3
|
Chen W, Wu C, Li Y, Wang T, Huang M, Wang M, Long L, Chen Y, Feng S, Liu X, Tang S. Mir-483-5p-mediated activating of IGF2/H19 enhancer up-regulates IGF2/H19 expression via chromatin loops to promote the malignant progression of hepatocellular carcinoma. Mol Cancer 2025; 24:10. [PMID: 39799319 PMCID: PMC11724483 DOI: 10.1186/s12943-024-02204-7] [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: 03/06/2024] [Accepted: 12/20/2024] [Indexed: 01/15/2025] Open
Abstract
BACKGROUND The insulin-like growth factor 2 (IGF2) and H19 are overexpressed in hepatocellular carcinoma (HCC). IGF2-derived miR-483-5p is implicated in the development of cancers. Here, we investigated the involvement of miR-483-5p in IGF2 and H19 overexpression regulation and its role in HCC. METHODS Firstly, the effect of miR-483-5p on the expression of IGF2 and H19, and the binding of miR-483-5p to IGF2/H19 enhancer were evaluated in HCC cells. Next, miR-483-5p-mediated IGF2/H19 enhancer activation and its mechanism were investigated in HCC cells. Then, the mechanism by which active IGF2/H19 enhancer mediated by miR-483-5p activate IGF2/H19 promoters was studied in HCC cells. Finally, the effect of MED1 on the expression of IGF2/H19 as well as the malignant phenotype of HCC cells in vitro and in vivo mediated by miR-483-5p was evaluated. RESULTS Mir-483-5p up-regulated IGF2 P2 mRNA-P4 mRNA and H19 expression by binding to IGF2/H19 enhancer resulting in IGF2/H19 enhancer activation in HCC cells. Mechanistically, miR-483-5p increased recruitment of Ago1 and Ago2 at IGF2/H19 enhancer and then activated transcription of IGF2/H19 eRNA by RNA polymerase II and p300, which further induced chromatin loops formation between IGF2/H19 enhancer and IGF2/H19 promoters to activate IGF2/H19 promoters via IGF2/H19 eRNA-MED1-IGF2/H19 promoters complex in HCC cells. In this process, MED1 promoted chromatin loops formation as well as the malignant phenotype of HCC cells in vitro and in vivo mediated by miR-483-5p. CONCLUSIONS miR-483-5p-mediated activating of IGF2/H19 enhancer up-regulates IGF2/H19 expression via DNA loops, thereby promoting the malignant progression of HCC.
Collapse
Affiliation(s)
- Weiwei Chen
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, 510630, P. R. China
- Department of Gastroenterology, The First People's Hospital of Zunyi, (The Third Affiliated Hospital of Zunyi Medical University), Zunyi, P. R. China
| | - Chutian Wu
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, 510630, P. R. China
- Department of Gastroenterology, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Yuting Li
- Department of Gastroenterology, Weifang People's Hospital, Shandong Second Medical University, Shandong, China
| | - Tonghua Wang
- Department of Gastroenterology, Affiliated Hospital of Youjiang Medical University for Nationalities, BaiSe, P. R. China
| | - Miaoling Huang
- Department of General Practice, The First Affiliated Hospital, Jinan University, Guangzhou, P. R. China
| | - Min Wang
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, 510630, P. R. China
| | - Linjing Long
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, 510630, P. R. China
- Department of Gastroenterology, The Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Yanfang Chen
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, 510630, P. R. China
| | - Shufen Feng
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, 510630, P. R. China
| | - Xuyou Liu
- Department of Gastroenterology, Guangzhou Red Cross Hospital, Jinan University, Guangzhou, P. R. China.
| | - Shaohui Tang
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, 510630, P. R. China.
| |
Collapse
|
4
|
Panni S, Pizzolotto R. Integrated Analysis of microRNA Targets Reveals New Insights into Transcriptional-Post-Transcriptional Regulatory Cross-Talk. BIOLOGY 2025; 14:43. [PMID: 39857274 PMCID: PMC11762646 DOI: 10.3390/biology14010043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2024] [Revised: 01/02/2025] [Accepted: 01/06/2025] [Indexed: 01/27/2025]
Abstract
It is becoming increasingly clear that microRNAs are key players in gene regulatory networks, modulating gene expression at post-transcriptional level. Their involvement in almost all cellular processes predicts their role in diseases, and several microRNA-based therapeutics are currently undergoing clinical testing. Despite their undeniable relevance and the substantial body of literature demonstrating their role in cancer and other pathologies, the identification of functional interactions is still challenging. To address this issue, several resources have been developed to collect information from the literature, according to different criteria and reliability scores. In the present study, we have constructed a network of verified microRNA-mRNA interactions by integrating strong-evidence couples from different resources. Our analysis of the resulting network reveals that only one-fifth of the human genes exhibits experimental validated regulation by microRNAs. A very small subset of them is controlled by more than 20 microRNAs, and these hubs are highly enriched of pivotal transcription factors and regulatory proteins, strongly suggesting a complex interplay and a combinatorial effect between transcriptional and post-transcriptional gene control. Data analysis also reveals that several microRNAs control multiple targets involved in the same pathway or biological process, likely contributing to the coordinated control of the protein levels.
Collapse
Affiliation(s)
- Simona Panni
- Dipartimento di Biologia Ecologia Scienze della Terra (DiBEST), Università della Calabria, 87036 Rende, CS, Italy;
| | | |
Collapse
|
5
|
Boulestreau J, Molina L, Ouedraogo A, Laramy L, Grich I, Van TNN, Molina F, Kahli M. Salivary extracellular vesicles isolation methods impact the robustness of downstream biomarkers detection. Sci Rep 2024; 14:31233. [PMID: 39732788 DOI: 10.1038/s41598-024-82488-3] [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: 02/20/2024] [Accepted: 12/05/2024] [Indexed: 12/30/2024] Open
Abstract
Extracellular vesicles (EVs), crucial mediators in cell-to-cell communication, are implicated in both homeostatic and pathological processes. Their detectability in easily accessible peripheral fluids like saliva positions them as promising candidates for non-invasive biomarker discovery. However, the lack of standardized methods for salivary EVs isolation greatly limits our ability to study them. Therefore, we rigorously compared salivary EVs isolated using two scalable techniques-co-precipitation and immuno-affinity-against the long-established but labor-intensive ultracentrifugation method. Employing Cryo-Electron Microscopy (Cryo-EM), Nanoparticle Tracking Analysis, Western blots (WB), and proteomics, we identified significant method-dependent variances in the size, concentration, and protein content of EVs. Importantly, our study uniquely demonstrates the ability of EV isolation to detect specific biomarkers that remain undetected in whole saliva by WB. RT-qPCR analysis targeting six miRNAs confirmed a consistent enrichment of these miRNAs in EV-derived cargo across all three isolation methods. We also found that pre-filtering saliva samples with 0.22 or 0.45 µm pores adversely affects subsequent analyses. Our findings highlight the untapped potential of salivary EVs in diagnostics and advocate for the co-precipitation method as an efficient, cost-effective, and clinically relevant approach for small-volume saliva samples. This work not only sheds light on a neglected source of EVs but also paves the way for their application in routine clinical diagnostics.
Collapse
Affiliation(s)
- Jérémy Boulestreau
- Sys2Diag, UMR9005 CNRS/ALCEN, Cap Gamma, Parc Euromédecine, 1682 Rue de la Valsière, CS 40182, 34184, Montpellier Cedex 4, France
- Department of Anatomy, Biochemistry, and Physiology John A. Burns School of Medicine, University of Hawaii at Manoa, 651 Ilalo St. BSB 211, Honolulu, HI, 96813, USA
| | - Laurence Molina
- Sys2Diag, UMR9005 CNRS/ALCEN, Cap Gamma, Parc Euromédecine, 1682 Rue de la Valsière, CS 40182, 34184, Montpellier Cedex 4, France
| | - Alimata Ouedraogo
- Sys2Diag, UMR9005 CNRS/ALCEN, Cap Gamma, Parc Euromédecine, 1682 Rue de la Valsière, CS 40182, 34184, Montpellier Cedex 4, France
| | - Louën Laramy
- Sys2Diag, UMR9005 CNRS/ALCEN, Cap Gamma, Parc Euromédecine, 1682 Rue de la Valsière, CS 40182, 34184, Montpellier Cedex 4, France
| | - Ines Grich
- Sys2Diag, UMR9005 CNRS/ALCEN, Cap Gamma, Parc Euromédecine, 1682 Rue de la Valsière, CS 40182, 34184, Montpellier Cedex 4, France
| | - Thi Nhu Ngoc Van
- Sys2Diag, UMR9005 CNRS/ALCEN, Cap Gamma, Parc Euromédecine, 1682 Rue de la Valsière, CS 40182, 34184, Montpellier Cedex 4, France
- SkillCell, Montpellier, France
| | - Franck Molina
- Sys2Diag, UMR9005 CNRS/ALCEN, Cap Gamma, Parc Euromédecine, 1682 Rue de la Valsière, CS 40182, 34184, Montpellier Cedex 4, France.
| | - Malik Kahli
- Sys2Diag, UMR9005 CNRS/ALCEN, Cap Gamma, Parc Euromédecine, 1682 Rue de la Valsière, CS 40182, 34184, Montpellier Cedex 4, France.
| |
Collapse
|
6
|
Mastriano S, Kanoria S, Rennie W, Liu C, Li D, Cheng J, Ding Y, Lu J. High-Throughput Quantification of miRNA-3'-Untranslated-Region Regulatory Effects. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.05.626985. [PMID: 39677669 PMCID: PMC11643113 DOI: 10.1101/2024.12.05.626985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
MicroRNAs (miRNAs) regulate gene expression post-transcriptionally, primarily through binding sites in 3' untranslated regions (3' UTRs). While computational and biochemical approaches have been developed to predict miRNA binding sites on target messenger RNAs, reliable and high-throughput assessment of the regulatory effects of miRNAs on full-length 3' UTRs can still be challenging. Utilizing a miniaturized and high-throughput reporter assay, we present a 'pilot miRNA-targeting map', containing 4,994 successfully measured miRNA:3' UTR regulatory outputs by pairwise assays between 461 miRNAs and eleven 3' UTRs. This collection represents a large experimental miRNA:3' UTR dataset to date on a single platform. The methodology can be generally applied to studies of miRNA-mediated regulation of critical genes. We found that seedless sites can lead to substantial downregulation. We utilized this dataset in the development of a quantitative total score for modeling the total regulatory effects by both seed and seedless sites on a full-length 3' UTR. To assess the predictive value of the total score, we analyzed data from mRNA expression and proteomics studies. We found that the score can discriminate the potent miRNA inhibition from the weak inhibition and is thus useful for quantitative prediction of miRNA regulation. The score has been added to the STarMir program of the Sfold package now available via GitHub at https://github.com/Ding-RNA-Lab/Sfold.
Collapse
Affiliation(s)
- Stephen Mastriano
- Department of Genetics and Yale Stem Cell Center, Yale University, New Haven, CT 06520, USA
- Yale Cancer Center and Center for RNA Science and Medicine, Yale University, New Haven, CT 06520, USA
| | - Shaveta Kanoria
- Division of Genetics, Wadsworth Center, New York State Department of Health, Albany, NY 12201, USA
| | - William Rennie
- Division of Genetics, Wadsworth Center, New York State Department of Health, Albany, NY 12201, USA
| | - Chaochun Liu
- Division of Genetics, Wadsworth Center, New York State Department of Health, Albany, NY 12201, USA
| | - Dan Li
- Department of Genetics and Yale Stem Cell Center, Yale University, New Haven, CT 06520, USA
- Yale Cancer Center and Center for RNA Science and Medicine, Yale University, New Haven, CT 06520, USA
- Current address: Shanghai Eye and ENT Hospital, Fudan University, Shanghai, China
| | - Jijun Cheng
- Department of Genetics and Yale Stem Cell Center, Yale University, New Haven, CT 06520, USA
- Yale Cancer Center and Center for RNA Science and Medicine, Yale University, New Haven, CT 06520, USA
| | - Ye Ding
- Division of Genetics, Wadsworth Center, New York State Department of Health, Albany, NY 12201, USA
| | - Jun Lu
- Department of Genetics and Yale Stem Cell Center, Yale University, New Haven, CT 06520, USA
- Yale Cancer Center and Center for RNA Science and Medicine, Yale University, New Haven, CT 06520, USA
| |
Collapse
|
7
|
Maatouk N, Kurdi A, Marei S, Nasr R, Talhouk R. CircRNAs and miRNAs: Key Player Duo in Breast Cancer Dynamics and Biomarkers for Breast Cancer Early Detection and Prevention. Int J Mol Sci 2024; 25:13056. [PMID: 39684767 DOI: 10.3390/ijms252313056] [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: 10/25/2024] [Revised: 11/15/2024] [Accepted: 11/19/2024] [Indexed: 12/18/2024] Open
Abstract
Breast cancer (BC) remains a significant global health issue, necessitating advanced molecular approaches for early detection and prevention. This review delves into the roles of microRNAs (miRNAs) and circular RNAs (circRNAs) in BC, highlighting their potential as non-invasive biomarkers. Utilizing in silico tools and databases, we propose a novel methodology to establish mRNA/circRNA/miRNA axes possibly indicative of early detection and possible prevention. We propose that during early tumor initiation, some changes in oncogene or tumor suppressor gene expression (mRNA) are mirrored by alterations in corresponding circRNAs and reciprocal changes in sponged miRNAs affecting tumorigenesis pathways. We used two Gene Expression Omnibus (GEO) datasets and identified five mRNA/circRNA/miRNA axes as early possible tumor initiation biomarkers. We further validated the proposed axes through a Kaplan-Meier (KM) plot and enrichment analysis of miRNA expression using patient data. Evaluating coupled differential expression of circRNAs and miRNAs in body fluids or exosomes provides greater confidence than assessing either, with more axes providing even greater confidence. The proposed methodology not only improves early BC detection reliability but also has applications for other cancers, enhancing preventive measures.
Collapse
Affiliation(s)
- Nour Maatouk
- Department of Biology, Faculty of Arts and Sciences, American University of Beirut, Beirut 11-0236, Lebanon
| | - Abdallah Kurdi
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut 11-0236, Lebanon
| | - Sarah Marei
- Department of Biology, Faculty of Arts and Sciences, American University of Beirut, Beirut 11-0236, Lebanon
| | - Rihab Nasr
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 11-0236, Lebanon
| | - Rabih Talhouk
- Department of Biology, Faculty of Arts and Sciences, American University of Beirut, Beirut 11-0236, Lebanon
| |
Collapse
|
8
|
Song J, Li W, Gao L, Yan Q, Zhang X, Liu M, Zhou S. miR-276 and miR-182013-5p modulate insect metamorphosis and reproduction via dually regulating juvenile hormone acid methyltransferase. Commun Biol 2024; 7:1604. [PMID: 39623057 PMCID: PMC11612435 DOI: 10.1038/s42003-024-07285-0] [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: 08/01/2024] [Accepted: 11/18/2024] [Indexed: 12/06/2024] Open
Abstract
Juvenile hormone (JH) represses insect metamorphosis and stimulates reproduction. JH titers are generally low in juveniles, drop to a nadir during metamorphosis, increase after eclosion and peak in vitellogenic phase. We found that Jhamt, a rate-limiting enzyme in JH biosynthesis, mirrors JH titer patterns in the migratory locust. Knocking down Jhamt reduced JH titers, led to precocious nymphal ecdysis, metamorphosis and impaired vitellogenesis. Jhamt is negatively regulated by miR-276 and positively by miR-182013-5p. miR-276 is abundant in late nymphal but low in adults, while miR-182013-5p shows the opposite pattern. In nymphs, miR-276 binds more to Jhamt, while in adults, miR-182013-5p dominates. Functionally, miR-276 reduced Jhamt and JH levels, shortening nymphal development and inhibiting Vg expression. Conversely, miR-182013-5p increased Jhamt and JH levels, prolonging nymphal development and enhancing Vg expression. Our findings identify miR-276 and miR-182013-5p as dual regulators in JH biosynthesis, acting as "brake" and "accelerator," respectively. This study provides new insights into JH titer fluctuations and miRNA regulation in insect metamorphosis and reproduction.
Collapse
Affiliation(s)
- Jiasheng Song
- State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Life Sciences, Henan University, Kaifeng, China
| | - Wanwan Li
- State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Life Sciences, Henan University, Kaifeng, China
| | - Lulu Gao
- State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Life Sciences, Henan University, Kaifeng, China
| | - Qiang Yan
- State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Life Sciences, Henan University, Kaifeng, China
| | - Xinyan Zhang
- State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Life Sciences, Henan University, Kaifeng, China
| | - Mingzhi Liu
- State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Life Sciences, Henan University, Kaifeng, China
| | - Shutang Zhou
- State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Life Sciences, Henan University, Kaifeng, China.
| |
Collapse
|
9
|
Zhao L, Wu Q, Long Y, Qu Q, Qi F, Liu L, Zhang L, Ai K. microRNAs: critical targets for treating rheumatoid arthritis angiogenesis. J Drug Target 2024; 32:1-20. [PMID: 37982157 DOI: 10.1080/1061186x.2023.2284097] [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: 08/07/2023] [Accepted: 11/09/2023] [Indexed: 11/21/2023]
Abstract
Vascular neogenesis, an early event in the development of rheumatoid arthritis (RA) inflammation, is critical for the formation of synovial vascular networks and plays a key role in the progression and persistence of chronic RA inflammation. microRNAs (miRNAs), a class of single-stranded, non-coding RNAs with approximately 21-23 nucleotides in length, regulate gene expression by binding to the 3' untranslated region (3'-UTR) of specific mRNAs. Increasing evidence suggests that miRNAs are differently expressed in diseases associated with vascular neogenesis and play a crucial role in disease-related vascular neogenesis. However, current studies are not sufficient and further experimental studies are needed to validate and establish the relationship between miRNAs and diseases associated with vascular neogenesis, and to determine the specific role of miRNAs in vascular development pathways. To better treat vascular neogenesis in diseases such as RA, we need additional studies on the role of miRNAs and their target genes in vascular development, and to provide more strategic references. In addition, future studies can use modern biotechnological methods such as proteomics and transcriptomics to investigate the expression and regulatory mechanisms of miRNAs, providing a more comprehensive and in-depth research basis for the treatment of related diseases such as RA.
Collapse
Affiliation(s)
- Lingyun Zhao
- College of Acupuncture, Tuina and Rehabilitation, Hunan University of Chinese Medicine, Changsha, China
| | - Qingze Wu
- College of Acupuncture, Tuina and Rehabilitation, Hunan University of Chinese Medicine, Changsha, China
| | - Yiying Long
- Hunan Traditional Chinese Medical College, Zhuzhou, China
| | - Qirui Qu
- College of Acupuncture, Tuina and Rehabilitation, Hunan University of Chinese Medicine, Changsha, China
| | - Fang Qi
- College of Acupuncture, Tuina and Rehabilitation, Hunan University of Chinese Medicine, Changsha, China
| | - Li Liu
- The First Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, China
| | - Liang Zhang
- College of Acupuncture, Tuina and Rehabilitation, Hunan University of Chinese Medicine, Changsha, China
| | - Kun Ai
- College of Acupuncture, Tuina and Rehabilitation, Hunan University of Chinese Medicine, Changsha, China
| |
Collapse
|
10
|
Bader S, Tuller T. Advanced computational predictive models of miRNA-mRNA interaction efficiency. Comput Struct Biotechnol J 2024; 23:1740-1754. [PMID: 38689718 PMCID: PMC11058727 DOI: 10.1016/j.csbj.2024.04.015] [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: 01/10/2024] [Revised: 04/06/2024] [Accepted: 04/07/2024] [Indexed: 05/02/2024] Open
Abstract
The modeling of miRNA-mRNA interactions holds significant implications for synthetic biology and human health. However, this research area presents specific challenges due to the multifaceted nature of mRNA downregulation by miRNAs, influenced by numerous factors including competition or synergism among miRNAs and mRNAs. In this study, we present an improved computational model for predicting miRNA-mRNA interactions, addressing aspects not previously modeled. Firstly, we integrated a novel set of features that significantly enhanced the predictor's performance. Secondly, we demonstrated the cell-specific nature of certain aspects of miRNA-mRNA interactions, highlighting the importance of designing models tailored to specific cell types for improved accuracy. Moreover, we introduce a miRNA binding site interaction model (miBSIM) that, for the first time, accounts for both the distribution of miRNA binding sites along the mRNA and their respective strengths in regulating mRNA stability. Our analysis suggests that distant miRNA sites often compete with each other, revealing the intricate interplay of binding site interactions. Overall, our new predictive model shows a significant improvement of up to 6.43% over previous models in the field. The code of our model is available at https://www.cs.tau.ac.il/~tamirtul/miBSIM.
Collapse
Affiliation(s)
- Sharon Bader
- Department of Biomedical Engineering, Tel-Aviv University, Tel Aviv, Israel
| | - Tamir Tuller
- Department of Biomedical Engineering, Tel-Aviv University, Tel Aviv, Israel
- The Segol School of Neuroscience, Tel-Aviv University, Tel Aviv, Israel
| |
Collapse
|
11
|
Karaboue MAA, Ministeri F, Sessa F, Nannola C, Chisari MG, Cocimano G, Di Mauro L, Salerno M, Esposito M. Traumatic Brain Injury as a Public Health Issue: Epidemiology, Prognostic Factors and Useful Data from Forensic Practice. Healthcare (Basel) 2024; 12:2266. [PMID: 39595464 PMCID: PMC11593823 DOI: 10.3390/healthcare12222266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 11/07/2024] [Accepted: 11/12/2024] [Indexed: 11/28/2024] Open
Abstract
Traumatic brain injury (TBI) represents a major public health problem, being a leading cause of disability and mortality among young people in developed countries. Head trauma occurs across all age groups, each experiencing consistently high rates of mortality and disability. This review aims to present an overview of TBI epidemiology and its socioeconomic impact, alongside data valuable for prevention, clinical management, and research efforts. Methods: A narrative review of TBI was performed with a particular focus on forensic pathology and public health. In fact, this review highlighted the economic and epidemiological aspects of TBI, as well as autopsy, histology, immunohistochemistry, and miRNA. Results: These data, together with immunohistochemical markers, are crucial for histopathological diagnosis and to determine the timing of injury onset, a fundamental aspect in forensic pathology practice. There is compelling evidence that brain injury biomarkers may enhance predictive models for clinical and prognostic outcomes. By clarifying the cause of death and providing details on survival time after trauma, forensic tools offer valuable information to improve the clinical management of TBI and guide preventive interventions. Conclusions: TBI is one of the most common causes of death today, with high costs for health care spending. Knowing the different mechanisms of TBI, reduces health care costs and helps improve prognosis.
Collapse
Affiliation(s)
| | - Federica Ministeri
- Department of Medical, Surgical and Advanced Technologies “G.F. Ingrassia”, University of Catania, 95121 Catania, Italy
| | - Francesco Sessa
- Department of Medical, Surgical and Advanced Technologies “G.F. Ingrassia”, University of Catania, 95121 Catania, Italy
| | - Chiara Nannola
- Department of Translational Medical Sciences, Università degli Studi di Napoli “Federico II”, 80125 Naples, Italy
| | | | - Giuseppe Cocimano
- Department of Mental and Physical Health and Preventive Medicine, University of Campania “Vanvitelli”, 80121 Napoli, Italy
| | - Lucio Di Mauro
- Department of Medical, Surgical and Advanced Technologies “G.F. Ingrassia”, University of Catania, 95121 Catania, Italy
| | - Monica Salerno
- Department of Medical, Surgical and Advanced Technologies “G.F. Ingrassia”, University of Catania, 95121 Catania, Italy
| | | |
Collapse
|
12
|
Dai A, Lan W, Lyu Y, Zhou X, Mi X, Tang T, Liufu Z. MicroRNA-mediated network redundancy is constrained by purifying selection and contributes to expression robustness in Drosophila melanogaster. Commun Biol 2024; 7:1431. [PMID: 39496904 PMCID: PMC11535065 DOI: 10.1038/s42003-024-07162-w] [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: 01/21/2024] [Accepted: 10/29/2024] [Indexed: 11/06/2024] Open
Abstract
MicroRNAs (miRNAs) are post-transcriptional, non-coding regulatory RNAs that function coordinately with transcription factors (TFs) in gene regulatory networks. TFs and their targets are often co-regulated by miRNAs, forming composite feedforward circuits (cFFCs) with varying degrees of redundancy, primarily mediated by miRNAs. However, the maintenance of miRNA-mediated regulatory redundancy and its impact on gene expression evolution remain elusive. By integrating ChIP-seq data from ENCODE and miRNA targeting from TargetScanFly, we quantified miRNA-mediated cFFC redundancy in Drosophila melanogaster embryos and larvae, revealing more than three quarters of miRNA targets are involved in redundant cFFCs. Higher cFFC redundancy, where more miRNAs target the same gene within a cFFC, is correlated with stronger purifying selection, reduced expression divergence between species, and increased expression stability under heat shock stress. Redundant cFFCs primarily regulate older or broadly expressed young genes. These findings highlight the role of miRNA-mediated cFFC redundancy in enhancing gene expression robustness through natural selection.
Collapse
Affiliation(s)
- Aimei Dai
- State Key Laboratory of Biocontrol and Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, Guangdong, China
- Innovation Center for Evolutionary Synthetic Biology, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, Guangdong, China
| | - Wenqi Lan
- State Key Laboratory of Biocontrol and Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, Guangdong, China
- Innovation Center for Evolutionary Synthetic Biology, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, Guangdong, China
| | - Yang Lyu
- Department of Molecular Biology and Biochemistry, Rutgers, the State University of New Jersey, 604 Allison Road, Piscataway, NJ, 08854, USA
| | - Xuanyi Zhou
- State Key Laboratory of Biocontrol and Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, Guangdong, China
- Innovation Center for Evolutionary Synthetic Biology, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, Guangdong, China
| | - Xin Mi
- State Key Laboratory of Biocontrol and Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, Guangdong, China
- Innovation Center for Evolutionary Synthetic Biology, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, Guangdong, China
| | - Tian Tang
- State Key Laboratory of Biocontrol and Guangdong Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, Guangdong, China.
- Innovation Center for Evolutionary Synthetic Biology, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, Guangdong, China.
| | - Zhongqi Liufu
- State Key Laboratory of Genetic Resources and Evolution / Yunnan Key Laboratory of Biodiversity Information, Kunming Institute of Zoology, The Chinese Academy of Sciences, Kunming, 650223, China.
| |
Collapse
|
13
|
Prajapat M, Sala L, Vidigal JA. The small noncoding RNA Vaultrc5 is dispensable to mouse development. RNA (NEW YORK, N.Y.) 2024; 30:1465-1476. [PMID: 39209555 PMCID: PMC11482604 DOI: 10.1261/rna.080161.124] [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: 06/25/2024] [Accepted: 08/05/2024] [Indexed: 09/04/2024]
Abstract
Vault RNAs (vtRNAs) are evolutionarily conserved small noncoding RNAs transcribed by RNA polymerase III. Vault RNAs were initially described as components of the vault particle, but have since been assigned multiple vault-independent functions, including regulation of PKR activity, apoptosis, autophagy, lysosome biogenesis, and viral particle trafficking. The full-length transcript has also been described as a noncanonical source of miRNAs, which are processed in a DICER-dependent manner. As central molecules in vault-dependent and independent processes, vtRNAs have been attributed numerous biological roles, including regulation of cell proliferation and survival, response to viral infections, drug resistance, and animal development. Yet, their impact to mammalian physiology remains largely unexplored. To study vault RNAs in vivo, we generated a mouse line with a conditional Vaultrc5 loss-of-function allele. Because Vaultrc5 is the sole murine vtRNA, this allele enables the characterization of the physiological requirements of this conserved class of small regulatory RNAs in mammals. Using this strain, we show that mice constitutively null for Vaultrc5 are viable and histologically normal but have a slight reduction in platelet counts, pointing to a potential role for vtRNAs in hematopoiesis. This work paves the way for further in vivo characterizations of this abundant but mysterious RNA molecule. Specifically, it enables the study of the biological consequences of constitutive or lineage-specific Vaultrc5 deletion and of the physiological requirements for an intact Vaultrc5 during normal hematopoiesis or in response to cellular stresses such as oncogene expression, viral infection, or drug treatment.
Collapse
Affiliation(s)
- Mahendra Prajapat
- Laboratory of Biochemistry and Molecular Biology, National Cancer Institute, The National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Laura Sala
- Laboratory of Biochemistry and Molecular Biology, National Cancer Institute, The National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Joana A Vidigal
- Laboratory of Biochemistry and Molecular Biology, National Cancer Institute, The National Institutes of Health, Bethesda, Maryland 20892, USA
| |
Collapse
|
14
|
Li J, Hu H, Fu P, Yang Q, Wang P, Gao X, Yang J, Gun S, Huang X. Pig Milk Exosome Packaging ssc-miR-22-3p Alleviates Pig Intestinal Epithelial Cell Injury and Inflammatory Response by Targeting MAPK14. Int J Mol Sci 2024; 25:10715. [PMID: 39409044 PMCID: PMC11476862 DOI: 10.3390/ijms251910715] [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: 09/12/2024] [Revised: 10/01/2024] [Accepted: 10/03/2024] [Indexed: 10/19/2024] Open
Abstract
Inflammatory diseases of the intestinal tract in piglets severely impair the economic performance of pig farms. Pig milk exosomes can encapsulate miRNAs which can then enter the piglet intestine to play an immunomodulatory role. Previously, we comparatively analyzed and identified exosomal miRNAs in the colostrum and mature milk of Bamei and Landrace pigs, and we screened for ssc-miR-22-3p, which is associated with inflammation and immune response; however, the role played by ssc-miR-22-3p in the immune response in IPEC-J2 cells is not yet clear. In this study, we first constructed a pig intestinal inflammatory response model using Lipopolysaccharide (LPS) and Polyinosinic-polycytidylic acid (Poly (I:C)), and we investigated the role of ssc-miR-22-3p targeting MAPK14 in the regulation of LPS and Poly (I:C)-induced inflammatory injury in IPEC-J2 cells by RT-qPCR, cell counting kit-8 (CCK-8), EdU staining, lactate dehydrogenase (LDH) activity assay, and dual luciferase reporter gene assay. We successfully established LPS and Poly (I:C)-induced cell damage models in IPEC-J2 cells. The immune response of IPEC-J2 cells was stimulated by induction of IPEC-J2 cells at 10 μg/mL LPS and 20 μg/mL Poly (I:C) for 24 h. Overexpression of ssc-miR-22-3p decreased cytokine expression and promoted cell viability and proliferation. The functional enrichment analysis revealed that ssc-miR-22-3p targets genes enriched in the pathways of negative regulation of inflammatory response and bacterial invasion of epithelial cells. The validity of the binding site of ssc-miR-22-3p to MAPK14 was tested by a dual luciferase reporter gene. Pig milk exosome ssc-miR-22-3p promotes cell viability and proliferation by targeting MAPK14, and it alleviates LPS and Poly (I:C)-induced inflammatory responses in IPEC-J2 cells.
Collapse
Affiliation(s)
- Jie Li
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.)
| | - Huihui Hu
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.)
| | - Panpan Fu
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.)
| | - Qiaoli Yang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.)
| | - Pengfei Wang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.)
| | - Xiaoli Gao
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.)
| | - Jiaojiao Yang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.)
| | - Shuangbao Gun
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.)
- Gansu Research Center for Swine Production Engineering and Technology, Lanzhou 730070, China
| | - Xiaoyu Huang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.)
| |
Collapse
|
15
|
Liu Y, Zhao X, Long Q, Guo Z, Cao X, Wu X, Tu F, Zhang Y, You X, Shi X, Teng Z, Zeng Y. Investigating the role of miR-26b-5p and PTGS2 in schizophrenia treatment using Wendan decoction: Network pharmacology and experimental validation. Eur J Integr Med 2024; 69:102380. [DOI: 10.1016/j.eujim.2024.102380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2025]
|
16
|
Yang Z, Liu X, Xu H, Teschendorff AE, Xu L, Li J, Fu M, Liu J, Zhou H, Wang Y, Zhang L, He Y, Lv K, Yang H. Integrative analysis of genomic and epigenomic regulation reveals miRNA mediated tumor heterogeneity and immune evasion in lower grade glioma. Commun Biol 2024; 7:824. [PMID: 38971948 PMCID: PMC11227553 DOI: 10.1038/s42003-024-06488-9] [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: 03/12/2024] [Accepted: 06/21/2024] [Indexed: 07/08/2024] Open
Abstract
The expression dysregulation of microRNAs (miRNA) has been widely reported during cancer development, however, the underling mechanism remains largely unanswered. In the present work, we performed a systematic integrative study for genome-wide DNA methylation, copy number variation and miRNA expression data to identify mechanisms underlying miRNA dysregulation in lower grade glioma. We identify 719 miRNAs whose expression was associated with alterations of copy number variation or promoter methylation. Integrative multi-omics analysis revealed four subtypes with differing prognoses. These glioma subtypes exhibited distinct immune-related characteristics as well as clinical and genetic features. By construction of a miRNA regulatory network, we identified candidate miRNAs associated with immune evasion and response to immunotherapy. Finally, eight prognosis related miRNAs were validated to promote cell migration, invasion and proliferation through in vitro experiments. Our study reveals the crosstalk among DNA methylation, copy number variation and miRNA expression for immune regulation in glioma, and could have important implications for patient stratification and development of biomarkers for immunotherapy approaches.
Collapse
Affiliation(s)
- Zhen Yang
- Center for Medical Research and Innovation of Pudong Hospital, and Intelligent Medicine Institute, Shanghai Medical College, Fudan University, 131 Dongan Road, Shanghai, 200032, China.
| | - Xiaocen Liu
- Department of Nuclear Medicine, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, Anhui, China
- Anhui Province Key Laboratory of Non-Coding RNA Basic and Clinical Transformation, Wuhu, 241001, Anhui, China
- Key Laboratory of Non-Coding RNA Transformation Research of Anhui Higher Education Institution, Wannan Medical College, Wuhu, 241001, Anhui, China
| | - Hao Xu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, 200040, China
- Neurosurgical Institute of Fudan University, Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, 200040, China
| | - Andrew E Teschendorff
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, 320 Yue Yang Road, Shanghai, 200031, China
| | - Lingjie Xu
- Emergency Department, West China Hospital, West China School of Medicine, Sichuan University, Chengdu, Sichuan, China
| | - Jingyi Li
- Department of Medical Cosmetology, Beijing Tiantan Hospital, Capital Medical University, 100070, Beijing, China
| | - Minjie Fu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, 200040, China
- Neurosurgical Institute of Fudan University, Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, 200040, China
| | - Jun Liu
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, Anhui, China
| | - Hanyu Zhou
- Anhui Province Key Laboratory of Non-Coding RNA Basic and Clinical Transformation, Wuhu, 241001, Anhui, China
- Key Laboratory of Non-Coding RNA Transformation Research of Anhui Higher Education Institution, Wannan Medical College, Wuhu, 241001, Anhui, China
- Central Laboratory, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, Anhui, China
| | - Yingying Wang
- Department of Nuclear Medicine, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, Anhui, China
| | - Licheng Zhang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, 200040, China
- Neurosurgical Institute of Fudan University, Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, 200040, China
| | - Yungang He
- Shanghai Fifth People's Hospital, and Intelligent Medicine Institute, Shanghai Medical College, Fudan University, 131 Dongan Road, Shanghai, 200032, China
| | - Kun Lv
- Anhui Province Key Laboratory of Non-Coding RNA Basic and Clinical Transformation, Wuhu, 241001, Anhui, China.
- Key Laboratory of Non-Coding RNA Transformation Research of Anhui Higher Education Institution, Wannan Medical College, Wuhu, 241001, Anhui, China.
- Central Laboratory, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, Anhui, China.
| | - Hui Yang
- Anhui Province Key Laboratory of Non-Coding RNA Basic and Clinical Transformation, Wuhu, 241001, Anhui, China.
- Key Laboratory of Non-Coding RNA Transformation Research of Anhui Higher Education Institution, Wannan Medical College, Wuhu, 241001, Anhui, China.
- Central Laboratory, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, Anhui, China.
| |
Collapse
|
17
|
Prajapat M, Sala L, Vidigal JA. The small non-coding RNA Vaultrc5 is dispensable to mouse development. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.01.596958. [PMID: 38895289 PMCID: PMC11185573 DOI: 10.1101/2024.06.01.596958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Abstract
Vault RNAs (vRNAs) are evolutionarily conserved small non-coding RNAs transcribed by RNA polymerase lll. Initially described as components of the vault particle, they have since also been described as noncanonical miRNA precursors and as riboregulators of autophagy. As central molecules in these processes, vRNAs have been attributed numerous biological roles including regulation of cell proliferation and survival, response to viral infections, drug resistance, and animal development. Yet, their impact to mammalian physiology remains largely unexplored. To study vault RNAs in vivo, we generated a mouse line with a conditional Vaultrc5 loss of function allele. Because Vaultrc5 is the sole murine vRNA, this allele enables the characterization of the physiological requirements of this conserved class of small regulatory RNAs in mammals. Using this strain, we show that mice constitutively null for Vaultrc5 are viable and histologically normal but have a slight reduction in platelet counts pointing to a potential role for vRNAs in hematopoiesis. This work paves the way for further in vivo characterizations of this abundant but mysterious RNA molecule. Specifically, it enables the study of the biological consequences of constitutive or lineage-specific Vaultrc5 deletion and of the physiological requirements for an intact Vaultrc5 during normal hematopoiesis or in response to cellular stresses such as oncogene expression, viral infection, or drug treatment.
Collapse
Affiliation(s)
- Mahendra Prajapat
- Laboratory of Biochemistry and Molecular Biology, National Cancer Institute, The National Institutes of Health, Bethesda, MD, USA
| | - Laura Sala
- Laboratory of Biochemistry and Molecular Biology, National Cancer Institute, The National Institutes of Health, Bethesda, MD, USA
| | - Joana A. Vidigal
- Laboratory of Biochemistry and Molecular Biology, National Cancer Institute, The National Institutes of Health, Bethesda, MD, USA
| |
Collapse
|
18
|
Fansler MM, Mitschka S, Mayr C. Quantifying 3'UTR length from scRNA-seq data reveals changes independent of gene expression. Nat Commun 2024; 15:4050. [PMID: 38744866 PMCID: PMC11094166 DOI: 10.1038/s41467-024-48254-9] [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: 08/30/2023] [Accepted: 04/22/2024] [Indexed: 05/16/2024] Open
Abstract
Although more than half of all genes generate transcripts that differ in 3'UTR length, current analysis pipelines only quantify the amount but not the length of mRNA transcripts. 3'UTR length is determined by 3' end cleavage sites (CS). We map CS in more than 200 primary human and mouse cell types and increase CS annotations relative to the GENCODE database by 40%. Approximately half of all CS are used in few cell types, revealing that most genes only have one or two major 3' ends. We incorporate the CS annotations into a computational pipeline, called scUTRquant, for rapid, accurate, and simultaneous quantification of gene and 3'UTR isoform expression from single-cell RNA sequencing (scRNA-seq) data. When applying scUTRquant to data from 474 cell types and 2134 perturbations, we discover extensive 3'UTR length changes across cell types that are as widespread and coordinately regulated as gene expression changes but affect mostly different genes. Our data indicate that mRNA abundance and mRNA length are two largely independent axes of gene regulation that together determine the amount and spatial organization of protein synthesis.
Collapse
Affiliation(s)
- Mervin M Fansler
- Tri-Institutional Training Program in Computational Biology and Medicine, Weill Cornell Graduate College, New York, NY, 10021, USA
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Sibylle Mitschka
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Christine Mayr
- Tri-Institutional Training Program in Computational Biology and Medicine, Weill Cornell Graduate College, New York, NY, 10021, USA.
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
| |
Collapse
|
19
|
Pang Y, Liang J, Huang J, Lan G, Chen F, Ji H, Zhao Y. miR-423-5p Regulates Skeletal Muscle Growth and Development by Negatively Inhibiting Target Gene SRF. Genes (Basel) 2024; 15:606. [PMID: 38790235 PMCID: PMC11121690 DOI: 10.3390/genes15050606] [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: 03/25/2024] [Revised: 04/26/2024] [Accepted: 04/28/2024] [Indexed: 05/26/2024] Open
Abstract
The process of muscle growth directly affects the yield and quality of pork food products. Muscle fibers are created during the embryonic stage, grow following birth, and regenerate during adulthood; these are all considered to be phases of muscle development. A multilevel network of transcriptional, post-transcriptional, and pathway levels controls this process. An integrated toolbox of genetics and genomics as well as the use of genomics techniques has been used in the past to attempt to understand the molecular processes behind skeletal muscle growth and development in pigs under divergent selection processes. A class of endogenous noncoding RNAs have a major regulatory function in myogenesis. But the precise function of miRNA-423-5p in muscle development and the related molecular pathways remain largely unknown. Using target prediction software, initially, the potential target genes of miR-423-5p in the Guangxi Bama miniature pig line were identified using various selection criteria for skeletal muscle growth and development. The serum response factor (SRF) was found to be one of the potential target genes, and the two are negatively correlated, suggesting that there may be targeted interactions. In addition to being strongly expressed in swine skeletal muscle, miR-423-5p was also up-regulated during C2C12 cell development. Furthermore, real-time PCR analysis showed that the overexpression of miR-423-5p significantly reduced the expression of myogenin and the myogenic differentiation antigen (p < 0.05). Moreover, the results of the enzyme-linked immunosorbent assay (ELISA) demonstrated that the overexpression of miR-423-5p led to a significant reduction in SRF expression (p < 0.05). Furthermore, miR-423-5p down-regulated the luciferase activities of report vectors carrying the 3' UTR of porcine SRF, confirming that SRF is a target gene of miR-423-5p. Taken together, miR-423-5p's involvement in skeletal muscle differentiation may be through the regulation of SRF.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Yunxiang Zhao
- College of Animal Science and Technology, Guangxi University, Nanning 530004, China; (Y.P.); (J.L.); (J.H.); (G.L.); (F.C.); (H.J.)
| |
Collapse
|
20
|
Yang Y, Wang Y, Li P, Bai F, Liu C, Huang X. Serum exosomes miR-206 and miR-549a-3p as potential biomarkers of traumatic brain injury. Sci Rep 2024; 14:10082. [PMID: 38698242 PMCID: PMC11066004 DOI: 10.1038/s41598-024-60827-8] [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: 12/04/2023] [Accepted: 04/27/2024] [Indexed: 05/05/2024] Open
Abstract
Traumatic brain injury (TBI) is one of the leading causes of death and disability worldwide. However, effective diagnostic, therapeutic and prognostic biomarkers are still lacking. Our research group previously revealed through high-throughput sequencing that the serum exosomes miR-133a-3p, miR-206, and miR-549a-3p differ significantly in severe TBI (sTBI), mild or moderate TBI (mTBI), and control groups. However, convincing experimental evidence is lacking. To solve this problem, we used qPCR in this study to further verify the expression levels of serum exosomes miR-133a-3p, miR-206 and miR-549a-3p in TBI patients. The results showed that the serum exosomes miR-206 and miR-549a-3p showed good predictive value as biomarkers of TBI. In addition, in order to further verify whether serum exosomes miR-206 and miR-549a-3p can be used as potential biomarkers in patients with TBI and to understand the mechanism of their possible effects, we further determined the contents of SOD, BDNF, VEGF, VEGI, NSE and S100β in the serum of TBI patients. The results showed that, serum exosomes miR-206 and miR-549a-3p showed good correlation with BDNF, NSE and S100β. In conclusion, serum exosomes miR-206 and miR-549a-3p have the potential to serve as potential biomarkers in patients with TBI.
Collapse
Affiliation(s)
- Yajun Yang
- Department of Neurosurgery, The First Hospital of Shanxi Medical University, Taiyuan, China
- The First School of Clinical Medicine, Shanxi Medical University, Taiyuan, China
| | - Yi Wang
- Department of Neurosurgery, Luxian People's Hospital, Luzhou, China
| | - Panpan Li
- Department of Neurosurgery, The First Hospital of Shanxi Medical University, Taiyuan, China
- The First School of Clinical Medicine, Shanxi Medical University, Taiyuan, China
| | - Feirong Bai
- Department of Neurosurgery, The First Hospital of Shanxi Medical University, Taiyuan, China
- The First School of Clinical Medicine, Shanxi Medical University, Taiyuan, China
| | - Cai Liu
- Department of Neurosurgery, The First Hospital of Shanxi Medical University, Taiyuan, China
- The First School of Clinical Medicine, Shanxi Medical University, Taiyuan, China
| | - Xintao Huang
- Department of Neurosurgery, The First Hospital of Shanxi Medical University, Taiyuan, China.
| |
Collapse
|
21
|
Pease M, Gupta K, Moshé SL, Correa DJ, Galanopoulou AS, Okonkwo DO, Gonzalez-Martinez J, Shutter L, Diaz-Arrastia R, Castellano JF. Insights into epileptogenesis from post-traumatic epilepsy. Nat Rev Neurol 2024; 20:298-312. [PMID: 38570704 DOI: 10.1038/s41582-024-00954-y] [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: 03/07/2024] [Indexed: 04/05/2024]
Abstract
Post-traumatic epilepsy (PTE) accounts for 5% of all epilepsies. The incidence of PTE after traumatic brain injury (TBI) depends on the severity of injury, approaching one in three in groups with the most severe injuries. The repeated seizures that characterize PTE impair neurological recovery and increase the risk of poor outcomes after TBI. Given this high risk of recurrent seizures and the relatively short latency period for their development after injury, PTE serves as a model disease to understand human epileptogenesis and trial novel anti-epileptogenic therapies. Epileptogenesis is the process whereby previously normal brain tissue becomes prone to recurrent abnormal electrical activity, ultimately resulting in seizures. In this Review, we describe the clinical course of PTE and highlight promising research into epileptogenesis and treatment using animal models of PTE. Clinical, imaging, EEG and fluid biomarkers are being developed to aid the identification of patients at high risk of PTE who might benefit from anti-epileptogenic therapies. Studies in preclinical models of PTE have identified tractable pathways and novel therapeutic strategies that can potentially prevent epilepsy, which remain to be validated in humans. In addition to improving outcomes after TBI, advances in PTE research are likely to provide therapeutic insights that are relevant to all epilepsies.
Collapse
Affiliation(s)
- Matthew Pease
- Department of Neurosurgery, Indiana University, Bloomington, IN, USA.
| | - Kunal Gupta
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Solomon L Moshé
- The Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, New York, NY, USA
- Department of Neuroscience, Albert Einstein College of Medicine, New York, NY, USA
- Department of Paediatrics, Albert Einstein College of Medicine, New York, NY, USA
| | - Daniel J Correa
- The Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, New York, NY, USA
| | - Aristea S Galanopoulou
- The Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, New York, NY, USA
- Department of Neuroscience, Albert Einstein College of Medicine, New York, NY, USA
| | - David O Okonkwo
- Department of Neurosurgery, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Lori Shutter
- Department of Neurosurgery, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
| | | | | |
Collapse
|
22
|
Jiang B, Lu S, Li Y, Badran MF, Dong Y, Xu P, Qiang J, Tao Y. Integrative analysis of miRNA-mRNA expression in the brain during high temperature-induced masculinization of female Nile tilapia (Oreochromis niloticus). Genomics 2024; 116:110856. [PMID: 38734154 DOI: 10.1016/j.ygeno.2024.110856] [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: 12/18/2023] [Revised: 04/07/2024] [Accepted: 05/05/2024] [Indexed: 05/13/2024]
Abstract
Temperature is one of the most important non-genetic sex differentiation factors for fish. The technique of high temperature-induced sex reversal is commonly used in Nile tilapia (Oreochromis niloticus) culture, although the molecular regulatory mechanisms involved in this process remain unclear. The brain is an essential organ for the regulation of neural signals involved in germ cell differentiation and gonad development. To investigate the regulatory roles of miRNAs-mRNAs in the conversion of female to male Nile tilapia gender under high-temperature stress, we compared RNA-Seq data from brain tissues between a control group (28 °C) and a high temperature-treated group (36 °C). The result showed that a total of 123,432,984 miRNA valid reads, 288,202,524 mRNA clean reads, 1128 miRNAs, and 32,918 mRNAs were obtained. Among them, there were 222 significant differentially expressed miRNAs (DE miRNAs) and 810 differentially expressed mRNAs (DE mRNAs) between the two groups. Eight DE miRNAs and eight DE mRNAs were randomly selected, and their expression patterns were validated by qRT-PCR. The miRNA-mRNA co-expression network demonstrated that 40 DE miRNAs targeted 136 protein-coding genes. Functional enrichment analysis demonstrated that these genes were involved in several gonadal differentiation pathways, including the oocyte meiosis signaling pathway, progesterone-mediated oocyte maturation signaling pathway, cell cycle signaling pathway and GnRH signaling pathway. Then, an interaction network was constructed for 8 miRNAs (mir-137-5p, let-7d, mir-1388-5p, mir-124-4-5p, mir-1306, mir-99, mir-130b and mir-21) and 10 mRNAs (smc1al, itpr2, mapk1, ints8, cpeb1b, bub1, fbxo5, mmp14b, cdk1 and hrasb) involved in the oocyte meiosis signaling pathway. These findings provide novel information about the mechanisms underlying miRNA-mediated sex reversal in female Nile tilapia.
Collapse
Affiliation(s)
- Bingjie Jiang
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center of Chinese Academy of Fishery Sciences, Wuxi, Jiangsu, China
| | - Siqi Lu
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center of Chinese Academy of Fishery Sciences, Wuxi, Jiangsu, China
| | - Yan Li
- Wuxi Fisheries College, Nanjing Agricultural University, Wuxi, Jiangsu, China
| | - M F Badran
- Aquatic Hatchery Production Department, Fish Farming and Technology Institute, Suez Canal University, Ismailia, Egypt
| | - Yalun Dong
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center of Chinese Academy of Fishery Sciences, Wuxi, Jiangsu, China
| | - Pao Xu
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center of Chinese Academy of Fishery Sciences, Wuxi, Jiangsu, China; Wuxi Fisheries College, Nanjing Agricultural University, Wuxi, Jiangsu, China
| | - Jun Qiang
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center of Chinese Academy of Fishery Sciences, Wuxi, Jiangsu, China; Wuxi Fisheries College, Nanjing Agricultural University, Wuxi, Jiangsu, China.
| | - Yifan Tao
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center of Chinese Academy of Fishery Sciences, Wuxi, Jiangsu, China.
| |
Collapse
|
23
|
Qin X, He X, Chen L, Han Y, Yun Y, Wu J, Sha L, Borjigin G. Transcriptome analysis of adipose tissue in grazing cattle: Identifying key regulators of fat metabolism. Open Life Sci 2024; 19:20220843. [PMID: 38681730 PMCID: PMC11049749 DOI: 10.1515/biol-2022-0843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 02/05/2024] [Accepted: 02/20/2024] [Indexed: 05/01/2024] Open
Abstract
The taste and tenderness of meat are the main determinants of carcass quality in many countries. This study aimed to discuss the mechanisms of intramuscular fat deposition in grazing and house-breeding cattle. We performed transcriptome analysis to characterize messenger RNA and microRNA (miRNA) expression profiles. A total of 456 and 66 differentially expressed genes (DEGs) and differentially expressed (DE) miRNAs were identified in the adipose tissue of grazing and house-breeding cattle. Kyoto Encyclopedia of Genes and Genomes pathway analysis identified the association of DEGs with fatty acid metabolism, fatty acid degradation, peroxisome proliferator-activated receptors signaling pathway, adenosine monophosphate-activated protein kinase signaling pathway, adipocytokine signaling pathway, and the association of DE miRNAs with mitogen-activated protein kinase signaling pathway. Apolipoprotein L domain containing 1, pyruvate dehydrogenase kinase 4, and sphingosine-1-phosphate lyase 1 genes may be the key regulators of fat metabolism in grazing cattle. Finally, we found that miR-211 and miR-331-5p were negatively correlated with the elongation of very long-chain fatty acids protein 6 (ELOVL6), and miR-331-5p might be the new regulator involved in fat metabolism. The results indicated that ELOVL6 participated in various functions and pathways related to fat metabolism. Meanwhile, miR-331-5p, as a new regulator, might play an essential role in this process. Our findings laid a more in-depth and systematic research foundation for the formation mechanism and characteristics of adipose tissue in grazing cattle.
Collapse
Affiliation(s)
- Xia Qin
- College of Food Science and Engineering, Inner Mongolia Agricultural University, #306 Zhaowuda Road, Saihan District, Huhhot, Inner Mongolia 010018, China
- Pharmacy and Materials School, Huainan Union University, Huainan232038, China
| | - Xige He
- College of Food Science and Engineering, Inner Mongolia Agricultural University, #306 Zhaowuda Road, Saihan District, Huhhot, Inner Mongolia 010018, China
| | - Lu Chen
- College of Food Science and Engineering, Inner Mongolia Agricultural University, #306 Zhaowuda Road, Saihan District, Huhhot, Inner Mongolia 010018, China
| | - Yunfei Han
- College of Food Science and Engineering, Inner Mongolia Agricultural University, #306 Zhaowuda Road, Saihan District, Huhhot, Inner Mongolia 010018, China
| | - Yueying Yun
- College of Food Science and Engineering, Inner Mongolia Agricultural University, #306 Zhaowuda Road, Saihan District, Huhhot, Inner Mongolia 010018, China
| | - Jindi Wu
- College of Food Science and Engineering, Inner Mongolia Agricultural University, #306 Zhaowuda Road, Saihan District, Huhhot, Inner Mongolia 010018, China
| | - Lina Sha
- College of Food Science and Engineering, Inner Mongolia Agricultural University, #306 Zhaowuda Road, Saihan District, Huhhot, Inner Mongolia 010018, China
| | - Gerelt Borjigin
- College of Food Science and Engineering, Inner Mongolia Agricultural University, #306 Zhaowuda Road, Saihan District, Huhhot, Inner Mongolia 010018, China
| |
Collapse
|
24
|
Yuan P, Wang ZH, Jiang H, Wang YH, Yang JY, Li LM, Wang WT, Chen J, Li DH, Long SY, Zhang W, He F, Wang WZ. Prevalence and plasma exosome-derive microRNA diagnostic biomarker screening of adolescent idiopathic scoliosis in Yunnan Province, China. Front Pediatr 2024; 12:1308931. [PMID: 38720947 PMCID: PMC11076730 DOI: 10.3389/fped.2024.1308931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 04/02/2024] [Indexed: 05/12/2024] Open
Abstract
Background Idiopathic scoliosis significantly affects the physical and mental health of children and adolescents, with varying prevalence rates in different regions. The occurrence of idiopathic scoliosis is associated with genetic regulation and biochemical factors, but the changes in exosome-derived miRNA profiles among idiopathic scoliosis patients remain unclear. This study aimed to determine the prevalence of idiopathic scoliosis in Yunnan Province, China, and identify key exosome-derived miRNAs in idiopathic scoliosis through a cohort study. Methods From January 2018 to December 2020, a cross-sectional study on idiopathic scoliosis in children and adolescents was conducted in Yunnan Province. A total of 84,460 students from 13 cities and counties in Yunnan Province participated in a scoliosis screening program, with ages ranging from 7 to 19 years. After confirmation through screening and imaging results, patients with severe idiopathic scoliosis and normal control individuals were selected using propensity matching. Subsequently, plasma exosome-derived miRNA sequencing and RT-qPCR validation were performed separately. Based on the validation results, diagnostic performance analysis and target gene prediction were conducted for differential plasma exosome-derived miRNAs. Results The overall prevalence of idiopathic scoliosis in children and adolescents in Yunnan Province was 1.10%, with a prevalence of 0.87% in males and 1.32% in females. The peak prevalence was observed at age 13. Among patients diagnosed with idiopathic scoliosis, approximately 12.8% had severe cases, and there were more cases of double curvature than of single curvature, with thoracolumbar curvature being the most common in the single-curvature group. Sequencing of plasma exosome-derived miRNAs associated with idiopathic scoliosis revealed 56 upregulated and 153 downregulated miRNAs. Further validation analysis confirmed that hsa-miR-27a-5p, hsa-miR-539-5p, and hsa-miR-1246 have potential diagnostic value. Conclusions We gained insights into the epidemiological characteristics of idiopathic scoliosis in Yunnan Province and conducted further analysis of plasma exosome-derived miRNA changes in patients with severe idiopathic scoliosis. This study has provided new insights for the prevention and diagnosis of idiopathic scoliosis, paving the way for exploring clinical biomarkers and molecular regulatory mechanisms. However, further validation and elucidation of the detailed biological mechanisms underlying these findings will be required in the future.
Collapse
Affiliation(s)
- Ping Yuan
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- The First Clinical College, Kunming Medical University, Kunming, Yunnan, China
| | - Zhi-Hua Wang
- Trauma Medicine Centre, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Hong Jiang
- Department of Medical Imaging, Kunming Children’s Hospital, Kunming Medical University, Kunming, Yunnan, China
| | - Yang-Hao Wang
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- The First Clinical College, Kunming Medical University, Kunming, Yunnan, China
- Department of Pathology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Jian-Yi Yang
- Department of Orthopaedics, Kunming Guandu District People’s Hospital, Kunming, Yunnan, China
| | - Lu-Ming Li
- Department of Orthopedics, Yunnan Sino-German Orthopedic Hospital, Kunming, Yunnan, China
| | - Wen-Tong Wang
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- The First Clinical College, Kunming Medical University, Kunming, Yunnan, China
| | - Jing Chen
- Department of Pathology and Pathophysiology, Faculty of Basic Medical Science, Kunming Medical University, Kunming, Yunnan, China
| | - Deng-Hui Li
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- The First Clinical College, Kunming Medical University, Kunming, Yunnan, China
| | - Sheng-Yu Long
- The First Clinical College, Kunming Medical University, Kunming, Yunnan, China
- Department of Orthopedic, Qujing Affiliated Hospital of Kunming Medical University, Qujing, Yunnan, China
| | - Wan Zhang
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- The First Clinical College, Kunming Medical University, Kunming, Yunnan, China
| | - Fei He
- Department of Orthopedic, Qujing Affiliated Hospital of Kunming Medical University, Qujing, Yunnan, China
| | - Wei-Zhou Wang
- Department of Orthopedics, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- The First Clinical College, Kunming Medical University, Kunming, Yunnan, China
| |
Collapse
|
25
|
Liu X, Chen H, Li Z, Yang X, Jin W, Wang Y, Zheng J, Li L, Xuan C, Yuan J, Yang Y. InPACT: a computational method for accurate characterization of intronic polyadenylation from RNA sequencing data. Nat Commun 2024; 15:2583. [PMID: 38519498 PMCID: PMC10960005 DOI: 10.1038/s41467-024-46875-8] [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: 06/12/2023] [Accepted: 03/12/2024] [Indexed: 03/25/2024] Open
Abstract
Alternative polyadenylation can occur in introns, termed intronic polyadenylation (IPA), has been implicated in diverse biological processes and diseases, as it can produce noncoding transcripts or transcripts with truncated coding regions. However, a reliable method is required to accurately characterize IPA. Here, we propose a computational method called InPACT, which allows for the precise characterization of IPA from conventional RNA-seq data. InPACT successfully identifies numerous previously unannotated IPA transcripts in human cells, many of which are translated, as evidenced by ribosome profiling data. We have demonstrated that InPACT outperforms other methods in terms of IPA identification and quantification. Moreover, InPACT applied to monocyte activation reveals temporally coordinated IPA events. Further application on single-cell RNA-seq data of human fetal bone marrow reveals the expression of several IPA isoforms in a context-specific manner. Therefore, InPACT represents a powerful tool for the accurate characterization of IPA from RNA-seq data.
Collapse
Affiliation(s)
- Xiaochuan Liu
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Tianjin Key Laboratory of Inflammatory Biology, The Second Hospital of Tianjin Medical University, Department of Bioinformatics, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Hao Chen
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Zekun Li
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Tianjin Key Laboratory of Inflammatory Biology, The Second Hospital of Tianjin Medical University, Department of Bioinformatics, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Xiaoxiao Yang
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Tianjin Key Laboratory of Inflammatory Biology, The Second Hospital of Tianjin Medical University, Department of Bioinformatics, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
- Department of Pharmacology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Wen Jin
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Tianjin Key Laboratory of Inflammatory Biology, The Second Hospital of Tianjin Medical University, Department of Bioinformatics, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
- Department of Pharmacology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Yuting Wang
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Tianjin Key Laboratory of Inflammatory Biology, The Second Hospital of Tianjin Medical University, Department of Bioinformatics, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
- Department of Pharmacology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Jian Zheng
- Department of Immunology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Long Li
- Department of Immunology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Chenghao Xuan
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China.
| | - Jiapei Yuan
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, 300020, China.
- Tianjin Institutes of Health Science, Tianjin, 301600, China.
| | - Yang Yang
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Tianjin Key Laboratory of Inflammatory Biology, The Second Hospital of Tianjin Medical University, Department of Bioinformatics, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China.
- Department of Pharmacology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China.
| |
Collapse
|
26
|
Han SW, Pyun JM, Bice PJ, Bennett DA, Saykin AJ, Kim SY, Park YH, Nho K. miR-129-5p as a biomarker for pathology and cognitive decline in Alzheimer's disease. Alzheimers Res Ther 2024; 16:5. [PMID: 38195609 PMCID: PMC10775662 DOI: 10.1186/s13195-023-01366-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 12/04/2023] [Indexed: 01/11/2024]
Abstract
BACKGROUND Alzheimer's dementia (AD) pathogenesis involves complex mechanisms, including microRNA (miRNA) dysregulation. Integrative network and machine learning analysis of miRNA can provide insights into AD pathology and prognostic/diagnostic biomarkers. METHODS We performed co-expression network analysis to identify network modules associated with AD, its neuropathology markers, and cognition using brain tissue miRNA profiles from the Religious Orders Study and Rush Memory and Aging Project (ROS/MAP) (N = 702) as a discovery dataset. We performed association analysis of hub miRNAs with AD, its neuropathology markers, and cognition. After selecting target genes of the hub miRNAs, we performed association analysis of the hub miRNAs with their target genes and then performed pathway-based enrichment analysis. For replication, we performed a consensus miRNA co-expression network analysis using the ROS/MAP dataset and an independent dataset (N = 16) from the Gene Expression Omnibus (GEO). Furthermore, we performed a machine learning approach to assess the performance of hub miRNAs for AD classification. RESULTS Network analysis identified a glucose metabolism pathway-enriched module (M3) as significantly associated with AD and cognition. Five hub miRNAs (miR-129-5p, miR-433, miR-1260, miR-200a, and miR-221) of M3 had significant associations with AD clinical and/or pathologic traits, with miR129-5p by far the strongest across all phenotypes. Gene-set enrichment analysis of target genes associated with their corresponding hub miRNAs identified significantly enriched biological pathways including ErbB, AMPK, MAPK, and mTOR signaling pathways. Consensus network analysis identified two AD-associated consensus network modules and two hub miRNAs (miR-129-5p and miR-221). Machine learning analysis showed that the AD classification performance (area under the curve (AUC) = 0.807) of age, sex, and APOE ε4 carrier status was significantly improved by 6.3% with inclusion of five AD-associated hub miRNAs. CONCLUSIONS Integrative network and machine learning analysis identified miRNA signatures, especially miR-129-5p, as associated with AD, its neuropathology markers, and cognition, enhancing our understanding of AD pathogenesis and leading to better performance of AD classification as potential diagnostic/prognostic biomarkers.
Collapse
Affiliation(s)
- Sang-Won Han
- Department of Neurology, Chuncheon Sacred Heart Hospital, Hallym University College of Medicine, 77 Sakju-ro, Chuncheon-si, Gangwon-do, 24253, Republic of Korea
| | - Jung-Min Pyun
- Department of Neurology, Soonchunhyang University Seoul Hospital, 59 Daesagwan-ro, Yongsan-gu, Seoul, 03080, Republic of Korea
| | - Paula J Bice
- Department of Radiology and Imaging Sciences, Center for Computational Biology and Bioinformatics, Indiana Alzheimer's Disease Research Center, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, 1750 W. Harrison St., Suite 1000, Chicago, IL, 60612, USA
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Center for Computational Biology and Bioinformatics, Indiana Alzheimer's Disease Research Center, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Sang Yun Kim
- Department of Neurology, Seoul National University Bundang Hospital and Seoul National University College of Medicine, 82, Gumi-ro 173 beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do, 13620, Republic of Korea
| | - Young Ho Park
- Department of Neurology, Seoul National University Bundang Hospital and Seoul National University College of Medicine, 82, Gumi-ro 173 beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do, 13620, Republic of Korea.
| | - Kwangsik Nho
- Department of Radiology and Imaging Sciences, Center for Computational Biology and Bioinformatics, Indiana Alzheimer's Disease Research Center, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.
| |
Collapse
|
27
|
Li J, Shang X, Zhang S, Yang Q, Yan Z, Wang P, Gao X, Gun S, Huang X. Breed-Related Differential microRNA Expression and Analysis of Colostrum and Mature Milk Exosomes in Bamei and Landrace Pigs. Int J Mol Sci 2024; 25:667. [PMID: 38203844 PMCID: PMC10779168 DOI: 10.3390/ijms25010667] [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: 11/11/2023] [Revised: 12/26/2023] [Accepted: 12/30/2023] [Indexed: 01/12/2024] Open
Abstract
Breast milk, an indispensable source of immunological and nutrient components, is essential for the growth and development of newborn mammals. MicroRNAs (miRNAs) are present in various tissues and body fluids and are selectively packaged inside exosomes, a type of membrane vesicle. Milk exosomes have potential regulatory effects on the growth, development, and immunity of newborn piglets. To explore the differences in milk exosomes related to the breed and milk type, we isolated exosomes from colostrum and mature milk from domestic Bamei pigs and foreign Landrace pigs by using density gradient centrifugation and then characterized them by transmission electron microscopy (TEM) and nanoparticle tracking analysis (NTA). Furthermore, the profiles and functions of miRNAs in the two types of pig milk exosomes were investigated using miRNA-seq and bioinformatics analysis. We identified a total of 1081 known and 2311 novel miRNAs in pig milk exosomes from Bamei and Landrace pigs. These differentially expressed miRNAs (DE-miRNAs) are closely associated with processes such as cell signaling, cell physiology, and immune system development. Functional enrichment analysis showed that DE-miRNA target genes were significantly enriched in endocytosis, the T cell receptor signaling pathway, and the Th17 cell differentiation signaling pathway. The exosomal miRNAs in both the colostrum and mature milk of the two pig species showed significant differences. Based on related signaling pathways, we found that the colostrum of local pig breeds contained more immune-system-development-related miRNAs. This study provides new insights into the possible function of milk exosomal miRNAs in the development of the piglet immune system.
Collapse
Affiliation(s)
- Jie Li
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (X.S.); (S.Z.); (Q.Y.); (Z.Y.); (P.W.); (X.G.); (S.G.)
| | - Xuefeng Shang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (X.S.); (S.Z.); (Q.Y.); (Z.Y.); (P.W.); (X.G.); (S.G.)
| | - Sen Zhang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (X.S.); (S.Z.); (Q.Y.); (Z.Y.); (P.W.); (X.G.); (S.G.)
| | - Qiaoli Yang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (X.S.); (S.Z.); (Q.Y.); (Z.Y.); (P.W.); (X.G.); (S.G.)
| | - Zunqiang Yan
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (X.S.); (S.Z.); (Q.Y.); (Z.Y.); (P.W.); (X.G.); (S.G.)
| | - Pengfei Wang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (X.S.); (S.Z.); (Q.Y.); (Z.Y.); (P.W.); (X.G.); (S.G.)
| | - Xiaoli Gao
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (X.S.); (S.Z.); (Q.Y.); (Z.Y.); (P.W.); (X.G.); (S.G.)
| | - Shuangbao Gun
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (X.S.); (S.Z.); (Q.Y.); (Z.Y.); (P.W.); (X.G.); (S.G.)
- Gansu Research Center for Swine Production Engineering and Technology, Lanzhou 730070, China
| | - Xiaoyu Huang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (X.S.); (S.Z.); (Q.Y.); (Z.Y.); (P.W.); (X.G.); (S.G.)
| |
Collapse
|
28
|
Findlay SD, Romo L, Burge CB. Quantifying negative selection in human 3' UTRs uncovers constrained targets of RNA-binding proteins. Nat Commun 2024; 15:85. [PMID: 38168060 PMCID: PMC10762232 DOI: 10.1038/s41467-023-44456-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 12/14/2023] [Indexed: 01/05/2024] Open
Abstract
Many non-coding variants associated with phenotypes occur in 3' untranslated regions (3' UTRs), and may affect interactions with RNA-binding proteins (RBPs) to regulate gene expression post-transcriptionally. However, identifying functional 3' UTR variants has proven difficult. We use allele frequencies from the Genome Aggregation Database (gnomAD) to identify classes of 3' UTR variants under strong negative selection in humans. We develop intergenic mutability-adjusted proportion singleton (iMAPS), a generalized measure related to MAPS, to quantify negative selection in non-coding regions. This approach, in conjunction with in vitro and in vivo binding data, identifies precise RBP binding sites, miRNA target sites, and polyadenylation signals (PASs) under strong selection. For each class of sites, we identify thousands of gnomAD variants under selection comparable to missense coding variants, and find that sites in core 3' UTR regions upstream of the most-used PAS are under strongest selection. Together, this work improves our understanding of selection on human genes and validates approaches for interpreting genetic variants in human 3' UTRs.
Collapse
Affiliation(s)
- Scott D Findlay
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02142, USA
| | - Lindsay Romo
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02142, USA
- Boston Children's Hospital, Boston, MA, 02115, USA
| | - Christopher B Burge
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02142, USA.
| |
Collapse
|
29
|
Farzaneh M, Khoshnam SE. Functional Roles of Mesenchymal Stem Cell-derived Exosomes in Ischemic Stroke Treatment. Curr Stem Cell Res Ther 2024; 19:2-14. [PMID: 36567297 DOI: 10.2174/1574888x18666221222123818] [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: 04/24/2022] [Revised: 08/28/2022] [Accepted: 10/18/2022] [Indexed: 12/27/2022]
Abstract
Stroke is a life-threatening disease and one of the leading causes of death and physical disability worldwide. Currently, no drugs on the market promote neural recovery after stroke insult, and spontaneous remodeling processes are limited to induce recovery in the ischemic regions. Therefore, promoting a cell-based therapy has been needed to elevate the endogenous recovery process. Mesenchymal stem cells (MSCs) have been regarded as candidate cell sources for therapeutic purposes of ischemic stroke, and their therapeutic effects are mediated by exosomes. The microRNA cargo in these extracellular vesicles is mostly responsible for the positive effects. When it comes to the therapeutic viewpoint, MSCsderived exosomes could be a promising therapeutic strategy against ischemic stroke. The aim of this review is to discuss the current knowledge around the potential of MSCs-derived exosomes in the treatment of ischemic stroke.
Collapse
Affiliation(s)
- Maryam Farzaneh
- Fertility, Infertility and Perinatology Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Seyed Esmaeil Khoshnam
- Persian Gulf Physiology Research Center, Medical Basic Sciences Research Institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| |
Collapse
|
30
|
Zulian V, Fiscon G, Paci P, Garbuglia AR. Hepatitis B Virus and microRNAs: A Bioinformatics Approach. Int J Mol Sci 2023; 24:17224. [PMID: 38139051 PMCID: PMC10743825 DOI: 10.3390/ijms242417224] [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: 10/12/2023] [Revised: 11/20/2023] [Accepted: 12/05/2023] [Indexed: 12/24/2023] Open
Abstract
In recent decades, microRNAs (miRNAs) have emerged as key regulators of gene expression, and the identification of viral miRNAs (v-miRNAs) within some viruses, including hepatitis B virus (HBV), has attracted significant attention. HBV infections often progress to chronic states (CHB) and may induce fibrosis/cirrhosis and hepatocellular carcinoma (HCC). The presence of HBV can dysregulate host miRNA expression, influencing several biological pathways, such as apoptosis, innate and immune response, viral replication, and pathogenesis. Consequently, miRNAs are considered a promising biomarker for diagnostic, prognostic, and treatment response. The dynamics of miRNAs during HBV infection are multifaceted, influenced by host variability and miRNA interactions. Given the ability of miRNAs to target multiple messenger RNA (mRNA), understanding the viral-host (human) interplay is complex but essential to develop novel clinical applications. Therefore, bioinformatics can help to analyze, identify, and interpret a vast amount of miRNA data. This review explores the bioinformatics tools available for viral and host miRNA research. Moreover, we introduce a brief overview focusing on the role of miRNAs during HBV infection. In this way, this review aims to help the selection of the most appropriate bioinformatics tools based on requirements and research goals.
Collapse
Affiliation(s)
- Verdiana Zulian
- Virology Laboratory, National Institute for Infectious Diseases “Lazzaro Spallanzani” IRCCS, 00149 Rome, Italy;
| | - Giulia Fiscon
- Department of Computer, Control and Management Engineering, Sapienza University of Rome, 00185 Rome, Italy; (G.F.); (P.P.)
- Institute for Systems Analysis and Computer Science “Antonio Ruberti”, National Research Council, 00185 Rome, Italy
| | - Paola Paci
- Department of Computer, Control and Management Engineering, Sapienza University of Rome, 00185 Rome, Italy; (G.F.); (P.P.)
- Institute for Systems Analysis and Computer Science “Antonio Ruberti”, National Research Council, 00185 Rome, Italy
| | - Anna Rosa Garbuglia
- Virology Laboratory, National Institute for Infectious Diseases “Lazzaro Spallanzani” IRCCS, 00149 Rome, Italy;
| |
Collapse
|
31
|
Liu S, Wu J, Zhang W, Jiang H, Zhou Y, Liu J, Mao H, Liu S, Chen B. Whole-Transcriptome RNA Sequencing Uncovers the Global Expression Changes and RNA Regulatory Networks in Duck Embryonic Myogenesis. Int J Mol Sci 2023; 24:16387. [PMID: 38003577 PMCID: PMC10671564 DOI: 10.3390/ijms242216387] [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: 09/19/2023] [Revised: 11/11/2023] [Accepted: 11/14/2023] [Indexed: 11/26/2023] Open
Abstract
Duck meat is pivotal in providing high-quality protein for human nutrition, underscoring the importance of studying duck myogenesis. The regulatory mechanisms governing duck myogenesis involve both coding and non-coding RNAs, yet their specific expression patterns and molecular mechanisms remain elusive. To address this knowledge gap, we performed expression profiling analyses of mRNAs, lncRNAs, circRNAs, and miRNAs involved in duck myogenesis using whole-transcriptome RNA-seq. Our analysis identified 1733 differentially expressed (DE)-mRNAs, 1116 DE-lncRNAs, 54 DE-circRNAs, and 174 DE-miRNAs when comparing myoblasts and myotubes. A GO analysis highlighted the enrichment of DE molecules in the extracellular region, protein binding, and exocyst. A KEGG analysis pinpointed pathways related to ferroptosis, PPAR signaling, nitrogen metabolism, cell cycle, cardiac muscle contraction, glycerolipid metabolism, and actin cytoskeleton. A total of 51 trans-acting lncRNAs, including ENSAPLT00020002101 and ENSAPLT00020012069, were predicted to participate in regulating myoblast proliferation and differentiation. Based on the ceRNAs, we constructed lncRNA-miRNA-mRNA and circRNA-miRNA-mRNA ceRNA networks involving five miRNAs (miR-129-5p, miR-133a-5p, miR-22-3p, miR-27b-3p, and let-7b-5p) that are relevant to myogenesis. Furthermore, the GO and KEGG analyses of the DE-mRNAs within the ceRNA network underscored the significant enrichment of the glycerolipid metabolism pathway. We identified five different DE-mRNAs, specifically ENSAPLG00020001677, ENSAPLG00020002183, ENSAPLG00020005019, ENSAPLG00020010497, and ENSAPLG00020017682, as potential target genes that are crucial for myogenesis in the context of glycerolipid metabolism. These five mRNAs are integral to ceRNA networks, with miR-107_R-2 and miR-1260 emerging as key regulators. In summary, this study provides a valuable resource elucidating the intricate interplay of mRNA-lncRNA-circRNA-miRNA in duck myogenesis, shedding light on the molecular mechanisms that govern this critical biological process.
Collapse
Affiliation(s)
- Shuibing Liu
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China; (S.L.); (J.W.); (W.Z.); (H.J.); (Y.Z.); (J.L.); (H.M.)
- Poultry Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Jintao Wu
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China; (S.L.); (J.W.); (W.Z.); (H.J.); (Y.Z.); (J.L.); (H.M.)
- Poultry Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Wentao Zhang
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China; (S.L.); (J.W.); (W.Z.); (H.J.); (Y.Z.); (J.L.); (H.M.)
- Poultry Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Hongxia Jiang
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China; (S.L.); (J.W.); (W.Z.); (H.J.); (Y.Z.); (J.L.); (H.M.)
- Poultry Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Yanan Zhou
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China; (S.L.); (J.W.); (W.Z.); (H.J.); (Y.Z.); (J.L.); (H.M.)
- Poultry Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Jing Liu
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China; (S.L.); (J.W.); (W.Z.); (H.J.); (Y.Z.); (J.L.); (H.M.)
| | - Huirong Mao
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China; (S.L.); (J.W.); (W.Z.); (H.J.); (Y.Z.); (J.L.); (H.M.)
- Poultry Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Sanfeng Liu
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China; (S.L.); (J.W.); (W.Z.); (H.J.); (Y.Z.); (J.L.); (H.M.)
- Poultry Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Biao Chen
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China; (S.L.); (J.W.); (W.Z.); (H.J.); (Y.Z.); (J.L.); (H.M.)
- Poultry Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| |
Collapse
|
32
|
Han SW, Pyun JM, Bice PJ, Bennett DA, Saykin AJ, Kim S, Park YH, Nho K. miR-129-5p as a biomarker for pathology and cognitive decline in Alzheimer's disease. RESEARCH SQUARE 2023:rs.3.rs-3501125. [PMID: 37961387 PMCID: PMC10635399 DOI: 10.21203/rs.3.rs-3501125/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Background Alzheimer's dementia (AD) pathogenesis involves complex mechanisms, including microRNA (miRNA) dysregulation. Integrative network and machine learning analysis of miRNA can provide insights into AD pathology and prognostic/diagnostic biomarkers. Methods We performed co-expression network analysis to identify network modules associated with AD, its neuropathology markers, and cognition using brain tissue miRNA profiles from the Religious Orders Study and Rush Memory and Aging Project (ROS/MAP) (N = 702) as a discovery dataset. We performed association analysis of hub miRNAs with AD, its neuropathology markers, and cognition. After selecting target genes of the hub miRNAs, we performed association analysis of the hub miRNAs with their target genes and then performed pathway-based enrichment analysis. For replication, we performed a consensus miRNA co-expression network analysis using the ROS/MAP dataset and an independent dataset (N = 16) from the Gene Expression Omnibus (GEO). Furthermore, we performed a machine learning approach to assess the performance of hub miRNAs for AD classification. Results Network analysis identified a glucose metabolism pathway-enriched module (M3) as significantly associated with AD and cognition. Five hub miRNAs (miR-129-5p, miR-433, miR-1260, miR-200a, and miR-221) of M3 had significant associations with AD clinical and/or pathologic traits, with miR129-5p by far the strongest across all phenotypes. Gene-set enrichment analysis of target genes associated with their corresponding hub miRNAs identified significantly enriched biological pathways including ErbB, AMPK, MAPK, and mTOR signaling pathways. Consensus network analysis identified two AD-associated consensus network modules, and two hub miRNAs (miR-129-5p and miR-221). Machine learning analysis showed that the AD classification performance (area under the curve (AUC) = 0.807) of age, sex, and apoE ε4 carrier status was significantly improved by 6.3% with inclusion of five AD-associated hub miRNAs. Conclusions Integrative network and machine learning analysis identified miRNA signatures, especially miR-129-5p, as associated with AD, its neuropathology markers, and cognition, enhancing our understanding of AD pathogenesis and leading to better performance of AD classification as potential diagnostic/prognostic biomarkers.
Collapse
Affiliation(s)
| | | | | | | | | | - SangYun Kim
- Seoul National University Bundang Hospital, Seoul National University College of Medicine
| | - Young Ho Park
- Seoul National University Bundang Hospital, Seoul National University College of Medicine
| | | |
Collapse
|
33
|
Yin Y, Qiu Z, Lei Y, Huang J, Sun Y, Liu H, Wu W, Wang X, Shu Y, Zheng Q, Fang S. Screening and identification of specific cluster miRNAs in N2a cells infected by H7N9 virus. Virus Genes 2023; 59:716-722. [PMID: 37395889 DOI: 10.1007/s11262-023-01996-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 04/10/2023] [Indexed: 07/04/2023]
Abstract
This study aims to screen and identify specific cluster miRNAs of H7N9 virus-infected N2a cells and explore the possible pathogenesis of these miRNAs. The N2a cells are infected with H7N9 and H1N1 influenza viruses, and the cells are collected at 12, 24 and 48 h to extract total RNA. To sequence miRNAs and identify different virus-specific miRNAs, high-throughput sequencing technology is used. Fifteen H7N9 virus-specific cluster miRNAs are screened, and eight of them are included in the miRBase database. These cluster-specific miRNAs regulate many signaling pathways, such as the PI3K-Akt signaling pathway, the RAS signaling pathway, the cAMP signaling pathway, actin cytoskeleton regulation and cancer-related genes. The study provides a scientific basis for the pathogenesis of H7N9 avian influenza, which is regulated by miRNAs.
Collapse
Affiliation(s)
- Yitong Yin
- Jinan University, College of Pharmacy, Guangzhou, 510632, China
| | - Zengzhao Qiu
- National Sun yat-sen University, Public Health Hospital (Shenzhen), Shenzhen, 518107, China
| | - Yuxuan Lei
- National Sun yat-sen University, Public Health Hospital (Shenzhen), Shenzhen, 518107, China
| | - Jia Huang
- Guangdong Pharmaceutical University, Public Health College, Guangzhou, 510006, China
| | - Ying Sun
- Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, China
| | - Hui Liu
- Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, China
| | - Weihua Wu
- Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, China
| | - Xin Wang
- Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, China
| | - Yuelong Shu
- National Sun yat-sen University, Public Health Hospital (Shenzhen), Shenzhen, 518107, China
- Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College CN, Beijing, 102206, China
| | - Qing Zheng
- Jinan University, College of Pharmacy, Guangzhou, 510632, China.
| | - Shisong Fang
- Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, China.
| |
Collapse
|
34
|
Zhao W, Liu X, Li C, Qin X, Ren S, Cao S, Zhou G. Bovine C-X-C Motif Chemokine Ligand 14 Expression Is Regulated by Alternative Polyadenylation and MicroRNAs. Animals (Basel) 2023; 13:3075. [PMID: 37835681 PMCID: PMC10571712 DOI: 10.3390/ani13193075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 09/26/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023] Open
Abstract
Alternative polyadenylation (APA), including APA that occurs only in the 3' UTR (3' UTR-APA), is an important post-transcriptional regulatory mechanism that leads to distinct 3' UTRs for some genes, increasing the complexity of the transcriptome. The post-transcriptional events regulating the expression of bovine, the C-X-C motif chemokine ligand 14 (CXCL14) gene, remains largely unknown. Here, we find that the bovine CXCL14 gene produces two different lengths of mRNA isoforms due to 3' UTR-APA, and the short and long 3' UTR is 126 bp and 1155 bp, respectively. We found that the expression level of the short isoform was significantly higher than that of the long isoform by luciferase assays and overexpression of different CXCL14 3' UTR-APA isoforms. Moreover, using luciferase assay and site-directed mutagenesis experiments, the results showed that the long CXCL14 3' UTR-APA isoform is downregulated by miR-17-5p, miR-150, and miR-217. However, because the short isoform lacks the true target of miR-17-5p, miR-150, and miR-217 in its 3' UTR and thus escapes the inhibitory effect of these microRNAs, its expression level is significantly higher than that of the long isoform. Finally, we demonstrate that the short CXCL14 3' UTR-APA isoform promotes preadipocyte proliferation by cell counting kit 8 (CCK8) assays. Collectively, our results show that the CXCL14 gene is post-transcriptionally regulated through APA and microRNAs.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Guoli Zhou
- College of Life Science, Liaocheng University, Liaocheng 252000, China; (W.Z.); (X.L.)
| |
Collapse
|
35
|
Korde A, Haslip M, Pednekar P, Khan A, Chioccioli M, Mehta S, Lopez-Giraldez F, Bermejo S, Rojas M, Dela Cruz C, Matthay MA, Pober JS, Pierce RW, Takyar SS. MicroRNA-1 protects the endothelium in acute lung injury. JCI Insight 2023; 8:e164816. [PMID: 37737266 PMCID: PMC10561733 DOI: 10.1172/jci.insight.164816] [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: 08/31/2022] [Accepted: 08/10/2023] [Indexed: 09/23/2023] Open
Abstract
Acute lung injury (ALI) and its most severe form, acute respiratory distress syndrome (ARDS), cause severe endothelial dysfunction in the lung, and vascular endothelial growth factor (VEGF) is elevated in ARDS. We found that the levels of a VEGF-regulated microRNA, microRNA-1 (miR-1), were reduced in the lung endothelium after acute injury. Pulmonary endothelial cell-specific (EC-specific) overexpression of miR-1 protected the lung against cell death and barrier dysfunction in both murine and human models and increased the survival of mice after pneumonia-induced ALI. miR-1 had an intrinsic protective effect in pulmonary and other types of ECs; it inhibited apoptosis and necroptosis pathways and decreased capillary leak by protecting adherens and tight junctions. Comparative gene expression analysis and RISC recruitment assays identified miR-1 targets in the context of injury, including phosphodiesterase 5A (PDE5A), angiopoietin-2 (ANGPT2), CNKSR family member 3 (CNKSR3), and TNF-α-induced protein 2 (TNFAIP2). We validated miR-1-mediated regulation of ANGPT2 in both mouse and human ECs and found that in a 119-patient pneumonia cohort, miR-1 correlated inversely with ANGPT2. These findings illustrate a previously unknown role of miR-1 as a cytoprotective orchestrator of endothelial responses to acute injury with prognostic and therapeutic potential.
Collapse
Affiliation(s)
- Asawari Korde
- Department of Internal Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Maria Haslip
- Department of Internal Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Prachi Pednekar
- Department of Medicine, Yale New Haven Hospital, New Haven, Connecticut, USA
| | | | - Maurizio Chioccioli
- Department of Internal Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Sameet Mehta
- Department of Genetics, Yale University School Medicine, New Haven, Connecticut, USA
| | | | - Santos Bermejo
- Department of Internal Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Mauricio Rojas
- Division of Pulmonary, Critical Care and Sleep Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Charles Dela Cruz
- Department of Internal Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Michael A. Matthay
- Cardiovascular Research Institute, Department of Medicine and Anesthesiology, UCSF, San Francisco, California, USA
| | | | | | - Shervin S. Takyar
- Department of Internal Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| |
Collapse
|
36
|
Fang A, Yuan Y, Sui B, Wang Z, Zhang Y, Zhou M, Chen H, Fu ZF, Zhao L. Inhibition of miR-200b-3p confers broad-spectrum resistance to viral infection by targeting TBK1. mBio 2023; 14:e0086723. [PMID: 37222520 PMCID: PMC10470528 DOI: 10.1128/mbio.00867-23] [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: 04/08/2023] [Accepted: 04/11/2023] [Indexed: 05/25/2023] Open
Abstract
The host innate immune system's defense against viral infections depends heavily on type I interferon (IFN-I) production. Research into the mechanisms of virus-host interactions is essential for developing novel antiviral therapies. In this study, we compared the effect of the five members of the microRNA-200 (miR-200) family on IFN-I production during viral infection and found that miR-200b-3p displayed the most pronounced regulatory effect. During viral infection, we discovered that the transcriptional level of microRNA-200b-3p (miR-200b-3p) increased with the infection of influenza virus (IAV) and vesicular stomatitis virus (VSV), and miR-200b-3p production was modulated by the activation of the ERK and p38 pathways. We identified cAMP response element binding protein (CREB) as a novel transcription factor that binds to the miR-200b-3p promoter. MiR-200b-3p reduces NF-κB and IRF3-mediated IFN-I production by targeting the 3' untranslated region (3' UTR) of TBK1 mRNA. Applying miR-200b-3p inhibitor enhances IFN-I production in IAV and VSV-infected mouse models, thus inhibiting viral replication and improving mouse survival ratio. Importantly, in addition to IAV and VSV, miR-200b-3p inhibitors exhibited potent antiviral effects against multiple pathogenic viruses threatening human health worldwide. Overall, our study suggests that miR-200b-3p might be a potential therapeutic target for broad-spectrum antiviral therapy. IMPORTANCE The innate immune response mediated by type I interferon (IFN-I) is essential for controlling viral replication. MicroRNAs (miRNAs) have been found to regulate the IFN signaling pathway. In this study, we describe a novel function of miRNA-200b-3p in negatively regulating IFN-I production during viral infection. miRNA-200b-3p was upregulated by the MAPK pathway activated by IAV and VSV infection. The binding of miRNA-200b-3p to the 3' UTR of TBK1 mRNA reduced IFN-I activation mediated by IRF3 and NF-κB. Application of miR-200b-3p inhibitors exhibited potent antiviral effects against multiple RNA and DNA viruses. These results provide fresh insight into understanding the impact of miRNAs on host-virus interactions and reveal a potential therapeutic target for common antiviral intervention.
Collapse
Affiliation(s)
- An Fang
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Key Laboratory of Preventive Veterinary Medicine of Hubei Province, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Yueming Yuan
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Key Laboratory of Preventive Veterinary Medicine of Hubei Province, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Baokuen Sui
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Key Laboratory of Preventive Veterinary Medicine of Hubei Province, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Zhihui Wang
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Key Laboratory of Preventive Veterinary Medicine of Hubei Province, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Yuan Zhang
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Key Laboratory of Preventive Veterinary Medicine of Hubei Province, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Ming Zhou
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Key Laboratory of Preventive Veterinary Medicine of Hubei Province, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Huanchun Chen
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Key Laboratory of Preventive Veterinary Medicine of Hubei Province, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
- Hubei Hongshan Laboratory, Wuhan, China
| | - Zhen F. Fu
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Key Laboratory of Preventive Veterinary Medicine of Hubei Province, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Ling Zhao
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
- Key Laboratory of Preventive Veterinary Medicine of Hubei Province, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
- Hubei Hongshan Laboratory, Wuhan, China
| |
Collapse
|
37
|
Bakhashab S, Banafea GH, Ahmed F, Alsehli H, AlShaibi HF, Bagatian N, Subhi O, Gauthaman K, Rasool M, Schulten HJ, Pushparaj PN. Characterization of human umbilical cord blood-derived mast cells using high-throughput expression profiling and next-generation knowledge discovery platforms. Exp Mol Pathol 2023; 132-133:104867. [PMID: 37634863 DOI: 10.1016/j.yexmp.2023.104867] [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: 07/10/2023] [Revised: 08/09/2023] [Accepted: 08/14/2023] [Indexed: 08/29/2023]
Abstract
Mast cells (MCs) are tissue-resident innate immune cells that express the high-affinity receptor for immunoglobulin E and are responsible for host defense and an array of diseases related to immune system. We aimed in this study to characterize the pathways and gene signatures of human cord blood-derived MCs (hCBMCs) in comparison to cells originating from CD34- progenitors using next-generation knowledge discovery methods. CD34+ cells were isolated from human umbilical cord blood using magnetic activated cell sorting and differentiated into MCs with rhIL-6 and rhSCF supplementation for 6-8 weeks. The purity of hCBMCs was analyzed by flow cytometry exhibiting the surface markers CD117+CD34-CD45-CD23-FcεR1αdim. Total RNA from hCBMCs and CD34- cells were isolated and hybridized using microarray. Differentially expressed genes were analyzed using iPathway Guide and Pre-Ranked Gene Set Enrichment Analysis. Next-generation knowledge discovery platforms revealed MC-specific gene signatures and molecular pathways enriched in hCBMCs and pertain the immunological response repertoire.
Collapse
Affiliation(s)
- Sherin Bakhashab
- Biochemistry Department, King Abdulaziz University, Jeddah, Saudi Arabia; Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia.
| | - Ghalya H Banafea
- Biochemistry Department, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Farid Ahmed
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia; Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Haneen Alsehli
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia; Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia; Centre for Stem Cells & Regenerative Medicine, King's College London, UK
| | - Huda F AlShaibi
- Biochemistry Department, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Nadia Bagatian
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Ohoud Subhi
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Kalamegam Gauthaman
- Center for Transdisciplinary Research, Department of Pharmacology, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India
| | - Mahmood Rasool
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia; Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Hans-Juergen Schulten
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia; Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Peter Natesan Pushparaj
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia; Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia; Center for Transdisciplinary Research, Department of Pharmacology, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India.
| |
Collapse
|
38
|
Sophiarani Y, Chakraborty S. Synonymous sites for accessibility around microRNA binding sites in bacterial spot and speck disease resistance genes of tomato. Funct Integr Genomics 2023; 23:247. [PMID: 37468805 DOI: 10.1007/s10142-023-01178-x] [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: 11/05/2022] [Revised: 05/15/2023] [Accepted: 07/13/2023] [Indexed: 07/21/2023]
Abstract
The major causes of mass tomato infections in both covered and open ground are agents of bacterial spot and bacterial speck diseases. MicroRNAs (miRNAs) are 16-21 nucleotides in length, non-coding RNAs that inhibit translation and trigger mRNA degradation. MiRNAs play a significant part in plant resistance to abiotic and biotic stresses by mediating gene regulation via post-transcriptional RNA silencing. In this study, we analyzed a collection of bacterial resistance genes of tomato and their binding sites for tomato miRNAs and Pseudomonas syringe pv. tomato miRNAs. Our study found that two genes, bacterial spot disease resistance gene (Bs4) and bacterial speck disease resistance gene (Prf), have a 7mer-m8 perfect seed match with miRNAs. Bs4 was targeted by one tomato miRNA (sly-miR9470-3p) and three Pseudomonas syringe pv. tomato miRNAs (PSTJ4_3p_27246, PSTJ4_3p_27246, and PSTJ4_3p_27246). Again, Prf gene was found to be targeted by two tomato miRNAs namely, sly-miR9469-5p and sly-miR9474-3p. The accessibility of the miRNA-target site and its flanking regions and the relationship between relative synonymous codon usage and tRNAs were compared. Strong access to miRNA targeting regions and decreased rate of translations suggested that miRNAs might be efficient in binding to their particular targets. We also found the existence of rare codons, which suggests that it could enhance miRNA targeting even more. The codon usage pattern analysis of the two genes revealed that both were AT-rich (Bs4 = 63.2%; Prf = 60.8%). We found a low codon usage bias in both genes, suggesting that selective restriction might regulate them. The silencing property of miRNAs would allow researchers to discover the involvement of plant miRNAs in pathogen invasion. However, the efficient validation of direct targets of miRNAs is an urgent need that might be highly beneficial in enhancing plant resistance to multiple pathogenic diseases.
Collapse
Affiliation(s)
- Yengkhom Sophiarani
- Department of Biotechnology, Assam University, Silchar, Assam, 788011, India
| | - Supriyo Chakraborty
- Department of Biotechnology, Assam University, Silchar, Assam, 788011, India.
| |
Collapse
|
39
|
Walgrave H, Penning A, Tosoni G, Snoeck S, Davie K, Davis E, Wolfs L, Sierksma A, Mars M, Bu T, Thrupp N, Zhou L, Moechars D, Mancuso R, Fiers M, Howden AJ, De Strooper B, Salta E. microRNA-132 regulates gene expression programs involved in microglial homeostasis. iScience 2023; 26:106829. [PMID: 37250784 PMCID: PMC10213004 DOI: 10.1016/j.isci.2023.106829] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 03/13/2023] [Accepted: 05/03/2023] [Indexed: 05/31/2023] Open
Abstract
microRNA-132 (miR-132), a known neuronal regulator, is one of the most robustly downregulated microRNAs (miRNAs) in the brain of Alzheimer's disease (AD) patients. Increasing miR-132 in AD mouse brain ameliorates amyloid and Tau pathologies, and also restores adult hippocampal neurogenesis and memory deficits. However, the functional pleiotropy of miRNAs requires in-depth analysis of the effects of miR-132 supplementation before it can be moved forward for AD therapy. We employ here miR-132 loss- and gain-of-function approaches using single-cell transcriptomics, proteomics, and in silico AGO-CLIP datasets to identify molecular pathways targeted by miR-132 in mouse hippocampus. We find that miR-132 modulation significantly affects the transition of microglia from a disease-associated to a homeostatic cell state. We confirm the regulatory role of miR-132 in shifting microglial cell states using human microglial cultures derived from induced pluripotent stem cells.
Collapse
Affiliation(s)
- Hannah Walgrave
- VIB-KU Leuven Center for Brain & Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Neurosciences, Leuven Brain Institute (LBI), 3000 Leuven, Belgium
| | - Amber Penning
- Netherlands Institute for Neuroscience, 1105 BA Amsterdam, the Netherlands
| | - Giorgia Tosoni
- Netherlands Institute for Neuroscience, 1105 BA Amsterdam, the Netherlands
| | - Sarah Snoeck
- Netherlands Institute for Neuroscience, 1105 BA Amsterdam, the Netherlands
| | - Kristofer Davie
- VIB-KU Leuven Center for Brain & Disease Research, 3000 Leuven, Belgium
- VIB-KU Leuven Center for Brain & Disease Research, Bioinformatics Core Facility, 3000 Leuven, Belgium
| | - Emma Davis
- UK Dementia Research Institute at UCL, London WC1E 6BT, UK
| | - Leen Wolfs
- VIB-KU Leuven Center for Brain & Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Neurosciences, Leuven Brain Institute (LBI), 3000 Leuven, Belgium
| | - Annerieke Sierksma
- VIB-KU Leuven Center for Brain & Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Neurosciences, Leuven Brain Institute (LBI), 3000 Leuven, Belgium
| | - Mayte Mars
- Netherlands Institute for Neuroscience, 1105 BA Amsterdam, the Netherlands
| | - Taofeng Bu
- VIB-KU Leuven Center for Brain & Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Neurosciences, Leuven Brain Institute (LBI), 3000 Leuven, Belgium
| | - Nicola Thrupp
- VIB-KU Leuven Center for Brain & Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Neurosciences, Leuven Brain Institute (LBI), 3000 Leuven, Belgium
| | - Lujia Zhou
- Discovery Neuroscience, Janssen Research and Development, Division of Janssen Pharmaceutica NV, 2340 Beerse, Belgium
| | - Diederik Moechars
- Discovery Neuroscience, Janssen Research and Development, Division of Janssen Pharmaceutica NV, 2340 Beerse, Belgium
| | - Renzo Mancuso
- Microglia and Inflammation in Neurological Disorders (MIND) Lab, VIB Center for Molecular Neurology, VIB, 2610 Antwerp, Belgium
- Department of Biomedical Sciences, University of Antwerp, 2610 Antwerp, Belgium
| | - Mark Fiers
- VIB-KU Leuven Center for Brain & Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Neurosciences, Leuven Brain Institute (LBI), 3000 Leuven, Belgium
| | - Andrew J.M. Howden
- UK Dementia Research Institute, University of Dundee, Dundee DD1 4HN, UK
| | - Bart De Strooper
- VIB-KU Leuven Center for Brain & Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Neurosciences, Leuven Brain Institute (LBI), 3000 Leuven, Belgium
- UK Dementia Research Institute at UCL, London WC1E 6BT, UK
| | - Evgenia Salta
- Netherlands Institute for Neuroscience, 1105 BA Amsterdam, the Netherlands
| |
Collapse
|
40
|
Zhang J, Ma H, Yang G, Ke J, Sun W, Yang L, Kuang S, Li H, Yuan W. Differentially expressed miRNA profiles of serum-derived exosomes in patients with sudden sensorineural hearing loss. Front Neurol 2023; 14:1177988. [PMID: 37332997 PMCID: PMC10273844 DOI: 10.3389/fneur.2023.1177988] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 05/10/2023] [Indexed: 06/20/2023] Open
Abstract
Objectives This study aimed to compare the expressed microRNA (miRNA) profiles of serum-derived exosomes of patients with sudden sensorineural hearing loss (SSNHL) and normal hearing controls to identify exosomal miRNAs that may be associated with SSNHL or serve as biomarkers for SSNHL. Methods Peripheral venous blood of patients with SSNHL and healthy controls was collected to isolate exosomes. Nanoparticle tracking analysis, transmission electron microscopy, and Western blotting were used to identify the isolated exosomes, after which total RNA was extracted and used for miRNA transcriptome sequencing. Differentially expressed miRNAs (DE-miRNAs) were identified based on the thresholds of P < 0.05 and |log2fold change| > 1 and subjected to functional analyses. Finally, four exosomal DE-miRNAs, including PC-5p-38556_39, PC-5p-29163_54, PC-5p-31742_49, and hsa-miR-93-3p_R+1, were chosen for validation using quantitative real-time polymerase chain reaction (RT-qPCR). Results Exosomes were isolated from serum and identified based on particle size, morphological examination, and expression of exosome-marker proteins. A total of 18 exosomal DE-miRNAs, including three upregulated and 15 downregulated miRNAs, were found in SSNHL cases. Gene ontology (GO) functional annotation analysis revealed that target genes in the top 20 terms were mainly related to "protein binding," "metal ion binding," "ATP binding," and "intracellular signal transduction." Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis revealed that these target genes were functionally enriched in the "Ras," "Hippo," "cGMP-PKG," and "AMPK signaling pathways." The expression levels of PC-5p-38556_39 and PC-5p-29163_54 were significantly downregulated and that of miR-93-3p_R+1 was highly upregulated in SSNHL. Consequently, the consistency rate between sequencing and RT-qPCR was 75% and sequencing results were highly reliable. Conclusion This study identified 18 exosomal DE-miRNAs, including PC-5p-38556_39, PC-5p-29163_54, and miR-93-3p, which may be closely related to SSNHL pathogenesis or serve as biomarkers for SSNHL.
Collapse
Affiliation(s)
- Juhong Zhang
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, Chongqing, China
- School of Basic Medicine, Chongqing Medical University, Chongqing, China
| | - Haizhu Ma
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, Chongqing, China
| | - Guijun Yang
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, Chongqing, China
| | - Jing Ke
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, Chongqing, China
- School of Basic Medicine, Chongqing Medical University, Chongqing, China
| | - Wenfang Sun
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, Chongqing, China
| | - Li Yang
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, Chongqing, China
| | - Shaojing Kuang
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, Chongqing, China
| | - Hai Li
- Department of Otorhinolaryngology Head and Neck Surgery, Xuanhan County People's Hospital, Dazhou, Sichuan, China
| | - Wei Yuan
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, Chongqing, China
- School of Basic Medicine, Chongqing Medical University, Chongqing, China
| |
Collapse
|
41
|
Loghry HJ, Kwon H, Smith RC, Sondjaja NA, Minkler SJ, Young S, Wheeler NJ, Zamanian M, Bartholomay LC, Kimber MJ. Extracellular vesicles secreted by Brugia malayi microfilariae modulate the melanization pathway in the mosquito host. Sci Rep 2023; 13:8778. [PMID: 37258694 PMCID: PMC10232515 DOI: 10.1038/s41598-023-35940-9] [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: 03/04/2023] [Accepted: 05/26/2023] [Indexed: 06/02/2023] Open
Abstract
Vector-borne, filarial nematode diseases cause significant disease burdens in humans and domestic animals worldwide. Although there is strong direct evidence of parasite-driven immunomodulation of mammalian host responses, there is less evidence of parasite immunomodulation of the vector host. We have previously reported that all life stages of Brugia malayi, a filarial nematode and causative agent of Lymphatic filariasis, secrete extracellular vesicles (EVs). Here we investigate the immunomodulatory effects of microfilariae-derived EVs on the vector host Aedes aegypti. RNA-seq analysis of an Ae. aegypti cell line treated with B. malayi microfilariae EVs showed differential expression of both mRNAs and miRNAs. AAEL002590, an Ae. aegypti gene encoding a serine protease, was shown to be downregulated when cells were treated with biologically relevant EV concentrations in vitro. Injection of adult female mosquitoes with biologically relevant concentrations of EVs validated these results in vivo, recapitulating the downregulation of AAEL002590 transcript. This gene was predicted to be involved in the mosquito phenoloxidase (PO) cascade leading to the canonical melanization response and correspondingly, both suppression of this gene using RNAi and parasite EV treatment reduced PO activity in vivo. Our data indicate that parasite-derived EVs interfere with critical immune responses in the vector host, including melanization.
Collapse
Affiliation(s)
- Hannah J Loghry
- Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA, USA.
| | - Hyeogsun Kwon
- Department of Entomology, College of Agriculture and Life Sciences, Iowa State University, Ames, IA, USA
| | - Ryan C Smith
- Department of Entomology, College of Agriculture and Life Sciences, Iowa State University, Ames, IA, USA
| | - Noelle A Sondjaja
- Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA, USA
| | - Sarah J Minkler
- Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA, USA
| | - Sophie Young
- Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA, USA
| | - Nicolas J Wheeler
- Department of Biology, College of Arts and Sciences, University of Wisconsin-Eau Claire, Eau Claire, WI, USA
| | - Mostafa Zamanian
- Department of Pathobiological Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - Lyric C Bartholomay
- Department of Pathobiological Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - Michael J Kimber
- Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA, USA
| |
Collapse
|
42
|
LaForce GR, Philippidou P, Schaffer AE. mRNA isoform balance in neuronal development and disease. WILEY INTERDISCIPLINARY REVIEWS. RNA 2023; 14:e1762. [PMID: 36123820 PMCID: PMC10024649 DOI: 10.1002/wrna.1762] [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: 03/29/2022] [Revised: 07/11/2022] [Accepted: 08/15/2022] [Indexed: 11/07/2022]
Abstract
Balanced mRNA isoform diversity and abundance are spatially and temporally regulated throughout cellular differentiation. The proportion of expressed isoforms contributes to cell type specification and determines key properties of the differentiated cells. Neurons are unique cell types with intricate developmental programs, characteristic cellular morphologies, and electrophysiological potential. Neuron-specific gene expression programs establish these distinctive cellular characteristics and drive diversity among neuronal subtypes. Genes with neuron-specific alternative processing are enriched in key neuronal functions, including synaptic proteins, adhesion molecules, and scaffold proteins. Despite the similarity of neuronal gene expression programs, each neuronal subclass can be distinguished by unique alternative mRNA processing events. Alternative processing of developmentally important transcripts alters coding and regulatory information, including interaction domains, transcript stability, subcellular localization, and targeting by RNA binding proteins. Fine-tuning of mRNA processing is essential for neuronal activity and maintenance. Thus, the focus of neuronal RNA biology research is to dissect the transcriptomic mechanisms that underlie neuronal homeostasis, and consequently, predispose neuronal subtypes to disease. This article is categorized under: RNA in Disease and Development > RNA in Disease RNA in Disease and Development > RNA in Development.
Collapse
Affiliation(s)
- Geneva R LaForce
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Polyxeni Philippidou
- Department of Neurosciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Ashleigh E Schaffer
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| |
Collapse
|
43
|
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: 1] [Impact Index Per Article: 0.5] [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
|
44
|
Hwang H, Chang HR, Baek D. Determinants of Functional MicroRNA Targeting. Mol Cells 2023; 46:21-32. [PMID: 36697234 PMCID: PMC9880601 DOI: 10.14348/molcells.2023.2157] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 11/09/2022] [Accepted: 11/15/2022] [Indexed: 01/27/2023] Open
Abstract
MicroRNAs (miRNAs) play cardinal roles in regulating biological pathways and processes, resulting in significant physiological effects. To understand the complex regulatory network of miRNAs, previous studies have utilized massivescale datasets of miRNA targeting and attempted to computationally predict the functional targets of miRNAs. Many miRNA target prediction tools have been developed and are widely used by scientists from various fields of biology and medicine. Most of these tools consider seed pairing between miRNAs and their mRNA targets and additionally consider other determinants to improve prediction accuracy. However, these tools exhibit limited prediction accuracy and high false positive rates. The utilization of additional determinants, such as RNA modifications and RNA-binding protein binding sites, may further improve miRNA target prediction. In this review, we discuss the determinants of functional miRNA targeting that are currently used in miRNA target prediction and the potentially predictive but unappreciated determinants that may improve prediction accuracy.
Collapse
Affiliation(s)
- Hyeonseo Hwang
- School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Hee Ryung Chang
- School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Daehyun Baek
- School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| |
Collapse
|
45
|
Hong D, Jeong S. 3'UTR Diversity: Expanding Repertoire of RNA Alterations in Human mRNAs. Mol Cells 2023; 46:48-56. [PMID: 36697237 PMCID: PMC9880603 DOI: 10.14348/molcells.2023.0003] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 01/05/2023] [Accepted: 01/08/2023] [Indexed: 01/27/2023] Open
Abstract
Genomic information stored in the DNA is transcribed to the mRNA and translated to proteins. The 3' untranslated regions (3'UTRs) of the mRNA serve pivotal roles in posttranscriptional gene expression, regulating mRNA stability, translation, and localization. Similar to DNA mutations producing aberrant proteins, RNA alterations expand the transcriptome landscape and change the cellular proteome. Recent global analyses reveal that many genes express various forms of altered RNAs, including 3'UTR length variants. Alternative polyadenylation and alternative splicing are involved in diversifying 3'UTRs, which could act as a hidden layer of eukaryotic gene expression control. In this review, we summarize the functions and regulations of 3'UTRs and elaborate on the generation and functional consequences of 3'UTR diversity. Given that dynamic 3'UTR length control contributes to phenotypic complexity, dysregulated 3'UTR diversity might be relevant to disease development, including cancers. Thus, 3'UTR diversity in cancer could open exciting new research areas and provide avenues for novel cancer theragnostics.
Collapse
Affiliation(s)
- Dawon Hong
- Laboratory of RNA Cell Biology, Department of Bioconvergence Engineering, Dankook University Graduate School, Yongin 16892, Korea
| | - Sunjoo Jeong
- Laboratory of RNA Cell Biology, Department of Bioconvergence Engineering, Dankook University Graduate School, Yongin 16892, Korea
| |
Collapse
|
46
|
Tang Z, Song J, Yu Z, Cui K, Ruan Y, Liu Y, Wang T, Wang S, Liu J, Yang J. Inhibition of MicroRNA-92a Improved Erectile Dysfunction in Streptozotocin-Induced Diabetic Rats via Suppressing Oxidative Stress and Endothelial Dysfunction. World J Mens Health 2023; 41:142-154. [PMID: 35274504 PMCID: PMC9826907 DOI: 10.5534/wjmh.210177] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 11/17/2021] [Accepted: 12/08/2021] [Indexed: 01/21/2023] Open
Abstract
PURPOSE To determine whether microRNA could be a therapy target of erectile dysfunction (ED) and the underlying mechanisms. MATERIALS AND METHODS Eight-week-old fasting male SD rats were intraperitoneally injected with streptozotocin to construct diabetic rat models. Diabetic ED rats were treated with miRNA-92a inhibitor. The cavernous nerves were electrically stimulated to measure the intracavernous pressure and mean arterial pressure of rats in each group. After the detection, the penile cavernous tissues are properly stored for subsequent experiments. Rat aortic endothelial cells were used in in vitro studies. RESULTS The expression of miR-92a was significantly increased in the corpus cavernosum of Streptozocin (STZ)-induced diabetic rats and injection of miR-92a antagomir into the corpus cavernosum of diabetic rats significantly increased eNOS/NO/cGMP signaling pathway activities, cavernous endothelial cell proliferation, endothelial cell-cell junction protein expression and decreased the levels of oxidative stress. These changes restored erectile function in STZ-induced diabetic rats. Moreover, in vitro study demonstrated that the miR-92a expression increased significantly in endothelial cells treated with high glucose, inhibiting AMPK/eNOS and AMPK/Nrf2/HO-1 signaling pathways in rat aortic endothelial cells via targeting Prkaa2, causing endothelial dysfunction and overactive oxidative stress, miR-92a inhibitor can improve the above parameters. CONCLUSIONS miRNA-92a inhibitor could exert an inhibition role on oxidative stress and endothelial dysfunction to improve diabetic ED effectively.
Collapse
Affiliation(s)
- Zhe Tang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jingyu Song
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Zhe Yu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Kai Cui
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yajun Ruan
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yang Liu
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Tao Wang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Shaogang Wang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jihong Liu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jun Yang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| |
Collapse
|
47
|
Schmitz U. Overview of Computational and Experimental Methods to Identify Tissue-Specific MicroRNA Targets. Methods Mol Biol 2023; 2630:155-177. [PMID: 36689183 DOI: 10.1007/978-1-0716-2982-6_12] [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: 01/24/2023]
Abstract
As ubiquitous posttranscriptional regulators of gene expression, microRNAs (miRNAs) play key roles in cell physiology and function across taxa. In the last two decades, we have gained a good understanding about miRNA biogenesis pathways, modes of action, and consequences of miRNA-mediated gene regulation. More recently, research has focused on exploring causes for miRNA dysregulation, miRNA-mediated crosstalk between genes and signaling pathways, and the role of miRNAs in disease.This chapter discusses methods for the identification of miRNA-target interactions and causes for tissue-specific miRNA-target regulation. Computational approaches for predicting miRNA target sites and assessing tissue-specific target regulation are discussed. Moreover, there is an emphasis on features that affect miRNA target recognition and how high-throughput sequencing protocols can help in assessing miRNA-mediated gene regulation on a genome-wide scale. In addition, this chapter introduces some experimental approaches for the validation of miRNA targets as well as web-based resources sharing predicted and validated miRNA-target interactions.
Collapse
Affiliation(s)
- Ulf Schmitz
- Department of Molecular & Cell Biology, College of Public Health, Medical & Vet Sciences, James Cook University, Douglas, Australia.
- Centre for Tropical Bioinformatics and Molecular Biology, Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Australia.
| |
Collapse
|
48
|
Pang JM, Chien PC, Kao MC, Chiu PY, Chen PX, Hsu YL, Liu C, Liang X, Lin KT. MicroRNA-708 emerges as a potential candidate to target undruggable NRAS. PLoS One 2023; 18:e0284744. [PMID: 37083947 PMCID: PMC10120925 DOI: 10.1371/journal.pone.0284744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 04/08/2023] [Indexed: 04/22/2023] Open
Abstract
RAS, the most frequently mutated oncogene that drives tumorigenesis by promoting cell proliferation, survival, and motility, has been perceived as undruggable for the past three decades. However, intense research in the past has mainly focused on KRAS mutations, and targeted therapy for NRAS mutations remains an unmet medical need. NRAS mutation is frequently observed in several cancer types, including melanoma (15-20%), leukemia (10%), and occasionally other cancer types. Here, we report using miRNA-708, which targets the distinct 3' untranslated region (3'UTR) of NRAS, to develop miRNA-based precision medicine to treat NRAS mutation-driven cancers. We first confirmed that NRAS is a direct target of miRNA-708. Overexpression of miRNA-708 successfully reduced NRAS protein levels in melanoma, leukemia, and lung cancer cell lines with NRAS mutations, resulting in suppressed cell proliferation, anchorage-independent growth, and promotion of reactive oxygen species-induced apoptosis. Consistent with the functional data, the activities of NRAS-downstream effectors, the PI3K-AKT-mTOR or RAF-MEK-ERK signaling pathway, were impaired in miR-708 overexpressing cells. On the other hand, cell proliferation was not disturbed by miRNA-708 in cell lines carrying wild-type NRAS. Collectively, our data unveil the therapeutic potential of using miRNA-708 in NRAS mutation-driven cancers through direct depletion of constitutively active NRAS and thus inhibition of its downstream effectors to decelerate cancer progression. Harnessing the beneficial effects of miR-708 may therefore offer a potential avenue for small RNA-mediated precision medicine in cancer treatment.
Collapse
Affiliation(s)
- Jia Meng Pang
- Department of Medical Science, National Tsing Hua University, Hsinchu, Taiwan
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - Po-Chen Chien
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - Ming-Chien Kao
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - Pei-Yun Chiu
- Interdisciplinary Program of Life Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Pin-Xu Chen
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - Yu-Ling Hsu
- Department of Medical Science, National Tsing Hua University, Hsinchu, Taiwan
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| | - Chengyang Liu
- College of Life Sciences, Wuhan University, Wuhan, Hubei, China
| | - Xiaowei Liang
- College of Life Sciences, Wuhan University, Wuhan, Hubei, China
| | - Kai-Ti Lin
- Department of Medical Science, National Tsing Hua University, Hsinchu, Taiwan
- Institute of Biotechnology, National Tsing Hua University, Hsinchu, Taiwan
| |
Collapse
|
49
|
Centomo ML, Vitiello M, Poliseno L, Pandolfi PP. An Immunocompetent Environment Unravels the Proto-Oncogenic Role of miR-22. Cancers (Basel) 2022; 14:cancers14246255. [PMID: 36551740 PMCID: PMC9776418 DOI: 10.3390/cancers14246255] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 12/09/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022] Open
Abstract
MiR-22 was first identified as a proto-oncogenic microRNA (miRNA) due to its ability to post-transcriptionally suppress the expression of the potent PTEN (Phosphatase And Tensin Homolog) tumor suppressor gene. miR-22 tumorigenic role in cancer was subsequently supported by its ability to positively trigger lipogenesis, anabolic metabolism, and epithelial-mesenchymal transition (EMT) towards the metastatic spread. However, during the following years, the picture was complicated by the identification of targets that support a tumor-suppressive role in certain tissues or cell types. Indeed, many papers have been published where in vitro cellular assays and in vivo immunodeficient or immunosuppressed xenograft models are used. However, here we show that all the studies performed in vivo, in immunocompetent transgenic and knock-out animal models, unanimously support a proto-oncogenic role for miR-22. Since miR-22 is actively secreted from and readily exchanged between normal and tumoral cells, a functional immune dimension at play could well represent the divider that allows reconciling these contradictory findings. In addition to a critical review of this vast literature, here we provide further proof of the oncogenic role of miR-22 through the analysis of its genomic locus vis a vis the genetic landscape of human cancer.
Collapse
Affiliation(s)
- Maria Laura Centomo
- Department of Molecular Biotechnology and Health Sciences, University of Turin, 10126 Turin, Italy
- William N. Pennington Cancer Institute, Renown Health, Nevada System of Higher Education, Reno, NV 89502, USA
- Center for Genomic Medicine, Desert Research Institute, Reno, NV 89512, USA
| | - Marianna Vitiello
- Institute of Clinical Physiology, National Research Council, Via Moruzzi 1, 56124 Pisa, Italy
- Oncogenomics Unit, Core Research Laboratory, ISPRO, Via Moruzzi 1, 56124 Pisa, Italy
| | - Laura Poliseno
- Institute of Clinical Physiology, National Research Council, Via Moruzzi 1, 56124 Pisa, Italy
- Oncogenomics Unit, Core Research Laboratory, ISPRO, Via Moruzzi 1, 56124 Pisa, Italy
- Correspondence: (L.P.); (P.P.P.); Tel.: +39-050-315-2780 (L.P.); +1-775-982-6210 (P.P.P.); Fax: +39-050-315-3327 (L.P.); +1-775-982-4288 (P.P.P.)
| | - Pier Paolo Pandolfi
- Department of Molecular Biotechnology and Health Sciences, University of Turin, 10126 Turin, Italy
- William N. Pennington Cancer Institute, Renown Health, Nevada System of Higher Education, Reno, NV 89502, USA
- Center for Genomic Medicine, Desert Research Institute, Reno, NV 89512, USA
- Correspondence: (L.P.); (P.P.P.); Tel.: +39-050-315-2780 (L.P.); +1-775-982-6210 (P.P.P.); Fax: +39-050-315-3327 (L.P.); +1-775-982-4288 (P.P.P.)
| |
Collapse
|
50
|
Huang P, Ma H, Cao Y, Zhan T, Zhang T, Wang X, Zhang Y, Xu J, Xia C. Activation of primary hepatic stellate cells and liver fibrosis induced by targeting TGF-β1/Smad signaling in schistosomiasis in mice. Parasit Vectors 2022; 15:456. [PMID: 36474240 PMCID: PMC9727849 DOI: 10.1186/s13071-022-05584-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 11/08/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND In mice, liver fibrosis is the most serious pathologic change during Schistosoma japonicum (S. japonicum) infection. Schistosomiasis is mainly characterized by schistosome egg-induced granulomatous fibrosis. Hepatic stellate cells (HSCs) are mainly responsible for the net accumulation of collagens and fibrosis formation in the liver. Activated HSCs regulated by transforming growth factor-β1 (TGF-β1)/Smad signaling have emerged as the critical regulatory pathway in hepatitis virus or carbon tetrachloride-induced liver fibrosis. However, the detailed mechanism of HSC activation in schistosome-induced liver fibrosis is poorly understood. METHODS Schistosoma japonicum-induced murine models and a control group were generated by abdominal infection with 15 (± 1) cercariae. The purity of cultured primary HSCs was evaluated by immunocytochemistry. The histopathological changes in the livers of infected mice were estimated by hematoxylin-eosin and Masson staining. Dynamic expression of pro-fibrotic molecules and microRNAs was detected by real-time quantitative PCR (RT-qPCR). Mainly members involved in the TGF-β1/Smad signaling pathway were examined via RT-qPCR and Western blot. RESULTS The egg-induced granulomatous inflammation formed at 4 weeks post-infection (wpi) and developed progressively. Alpha-smooth muscle actin (α-SMA), collagen I, collagen III, TGF-β1, Smad2, Smad3, and Smad4 showed a significant increase in mitochondrial RNA (mRNA) and protein expression compared with the control group at 7 and 9 weeks post-infection (wpi), while an opposite effect on Smad7 was observed. In addition, the mRNA expression of microRNA-21 (miRNA-21) was significantly increased at 7 wpi, and the mRNA expression of miRNA-454 was decreased starting from 4 wpi. CONCLUSION Our present findings revealed that HSCs regulated by the TGF-β1/Smad signaling pathway play an important role in liver fibrosis in S. japonicum-infected mice, which may provide proof of concept for liver fibrosis in schistosomiasis.
Collapse
Affiliation(s)
- Ping Huang
- grid.263761.70000 0001 0198 0694Department of Pathogen Biology, Suzhou Medical College of Soochow University, 199 Renai Road, Suzhou, 215123 Jiangsu China
| | - Huihui Ma
- grid.263761.70000 0001 0198 0694Department of Pathogen Biology, Suzhou Medical College of Soochow University, 199 Renai Road, Suzhou, 215123 Jiangsu China
| | - Yun Cao
- grid.263761.70000 0001 0198 0694Department of Pathogen Biology, Suzhou Medical College of Soochow University, 199 Renai Road, Suzhou, 215123 Jiangsu China ,grid.252957.e0000 0001 1484 5512Department of Laboratory Medicine, Bengbu Medical College, 2600 Donghai Road, Bengbu, 23303 Anhui China
| | - Tingzheng Zhan
- grid.263761.70000 0001 0198 0694Department of Pathogen Biology, Suzhou Medical College of Soochow University, 199 Renai Road, Suzhou, 215123 Jiangsu China ,grid.256607.00000 0004 1798 2653Department of Pathogen Biology, Guangxi Medical University, 22 Shuangyong Road, Nanning, 530021 Guangxi China
| | - Tingting Zhang
- grid.263761.70000 0001 0198 0694Department of Pathogen Biology, Suzhou Medical College of Soochow University, 199 Renai Road, Suzhou, 215123 Jiangsu China
| | - Xinyi Wang
- grid.263761.70000 0001 0198 0694Department of Pathogen Biology, Suzhou Medical College of Soochow University, 199 Renai Road, Suzhou, 215123 Jiangsu China
| | - Yanan Zhang
- grid.263761.70000 0001 0198 0694Department of Pathogen Biology, Suzhou Medical College of Soochow University, 199 Renai Road, Suzhou, 215123 Jiangsu China
| | - Jing Xu
- grid.263761.70000 0001 0198 0694Department of Pathogen Biology, Suzhou Medical College of Soochow University, 199 Renai Road, Suzhou, 215123 Jiangsu China
| | - Chaoming Xia
- grid.263761.70000 0001 0198 0694Department of Pathogen Biology, Suzhou Medical College of Soochow University, 199 Renai Road, Suzhou, 215123 Jiangsu China
| |
Collapse
|