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Deshpande A, Mahale S, Kanduri C. Beyond the Transcript: Translating Non-Coding RNAs and Their Impact on Cellular Regulation. Cancers (Basel) 2025; 17:1555. [PMID: 40361481 PMCID: PMC12071610 DOI: 10.3390/cancers17091555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2025] [Revised: 04/30/2025] [Accepted: 05/02/2025] [Indexed: 05/15/2025] Open
Abstract
Non-coding RNAs (ncRNAs) constitute the majority of the human transcriptome and play diverse structural, catalytic, and regulatory roles. The ability of ncRNAs to be translated into functional peptides and microproteins expands our understanding of their regulatory potential beyond their established non-coding functions. Our comprehensive search identified 86 translating "non-coding" RNAs. While translating ncRNAs have traditionally been categorized as "peptide-encoding", in this study, we introduce a novel classification based on amino acid length, distinguishing their products as ncRNA encoded peptides (ncRNA-PEPs), which are less than 60 amino acids, or ncRNA encoded microproteins (ncRNA-MPs) ranging from 61 to 200 amino acids. These peptides and microproteins act as co-regulators in cell signaling, transcriptional regulation, and protein complex assembly, playing a role in both health and disease. We outline the molecular pathways by which ncRNA-PEPs and ncRNA-MPs could govern cell cycle progression, highlighting their influence on cell cycle transitions, oncogenic and tumor suppressor pathways, metabolic homeostasis, autophagy, and on key cell cycle regulators like PCNA, Rad18, and CDK-cyclin complexes. Furthermore, we highlight recent advancements in their detection and characterization, exploring their evolutionary origins, species-specific conservation, and potential therapeutic applications. Our findings underscore the emerging significance of ncRNA-PEPs and ncRNA-MPs as integral regulators of cellular processes, highlighting their functional versatility and opening promising avenues for further research and potential therapeutic applications.
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Affiliation(s)
| | | | - Chandrasekhar Kanduri
- Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, University of Gothenburg, SE-40530 Gothenburg, Sweden; (A.D.); (S.M.)
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2
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Tan S, Yang W, Ren Z, Peng Q, Xu X, Jiang X, Wu Z, Oyang L, Luo X, Lin J, Xia L, Peng M, Wu N, Tang Y, Han Y, Liao Q, Zhou Y. Noncoding RNA-encoded peptides in cancer: biological functions, posttranslational modifications and therapeutic potential. J Hematol Oncol 2025; 18:20. [PMID: 39972384 PMCID: PMC11841355 DOI: 10.1186/s13045-025-01671-9] [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: 11/22/2024] [Accepted: 02/07/2025] [Indexed: 02/21/2025] Open
Abstract
In the present era, noncoding RNAs (ncRNAs) have become a subject of considerable scientific interest, with peptides encoded by ncRNAs representing a particularly promising avenue of investigation. The identification of ncRNA-encoded peptides in human cancers is increasing. These peptides regulate cancer progression through multiple molecular mechanisms. Here, we delineate the patterns of diverse ncRNA-encoded peptides and provide a synopsis of the methodologies employed for the identification of ncRNAs that possess the capacity to encode these peptides. Furthermore, we discuss the impacts of ncRNA-encoded peptides on the biological behavior of cancer cells and the underlying molecular mechanisms. In conclusion, we describe the prospects of ncRNA-encoded peptides in cancer and the challenges that need to be overcome.
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Affiliation(s)
- Shiming Tan
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Wenjuan Yang
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Zongyao Ren
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Qiu Peng
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Xuemeng Xu
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Xianjie Jiang
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Zhu Wu
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Linda Oyang
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Xia Luo
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Jinguan Lin
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Longzheng Xia
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Mingjing Peng
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Nayiyuan Wu
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Yanyan Tang
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China
| | - Yaqian Han
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China.
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China.
| | - Qianjin Liao
- Department of Oncology, Hunan Provincial People's Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, 410005, Hunan, People's Republic of China.
| | - Yujuan Zhou
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Hunan Key Laboratory of Cancer Metabolism, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China.
- Hunan Engineering Research Center of Tumor Organoid Technology and Applications, Public Service Platform of Tumor Organoid Technology, 283 Tongzipo Road, Changsha, 410013, Hunan, People's Republic of China.
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Bin Y, Liu M, He R, Tang P, Qu W, Wu D, Tan L, Wang Q, Jiang P, Hu H. LINC01224 promotes the Warburg effect in gastric cancer by activating the miR-486-5p/PI3K axis. In Vitro Cell Dev Biol Anim 2025; 61:228-244. [PMID: 39873959 DOI: 10.1007/s11626-024-01001-2] [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: 08/11/2024] [Accepted: 11/17/2024] [Indexed: 01/30/2025]
Abstract
The Warburg effect, a common feature of solid tumors, rewires the metabolism and promotes growth, survival, proliferation, and long-term maintenance in gastric cancer (GC). We performed in vitro and in vivo studies of the pathogenesis of GC to investigate the effects and mechanism of LINC01224 in this cancer. qRT-PCR was used to measure the expression of LINC01224 or miR-486-5p in GC cells, and the expression of LINC01224 in GC tissues by FISH (Fluorescence in situ hybridization) analysis was evaluated. Bioinformatics predicted the target gene of LINC01224, Western blotting was used to measure the protein expression of genes in the PI3K/AKT/mTOR/HIF-1α axis and Warburg effect in GC cells. The function of LINC01224 in GC cells was determined using measurements of EDU assay, colony formation, apoptosis, cell migration, and cell invasion. Glucose metabolism was evaluated using a glucose uptake assay and measurements of lactate. A tumor xenograft model was used to examine the effect of LINC01224 on GC growth in vivo. We found that upregulation of LINC01224 in GC cells activated the miR-486-5p/PI3K axis and promoted aerobic glycolysis, thereby increasing cell viability, proliferation, migration, invasion and anti-apoptosis. LINC01224 downregulation had the opposite effect. LINC01224 expression promoted the in vitro and in vivo pathogenesis of GC by promoting aerobic glycolysis. LINC01224 is a promising target in the treatment of GC.
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Affiliation(s)
- Yuling Bin
- Gastroenterology Section, Medical Center of Digestive Disease, Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University, Zhuzhou, China
- Department of Critical Care Medicine, Hengyang Central Hospital, Hengyang, China
| | - Minji Liu
- Gastroenterology Section, Medical Center of Digestive Disease, Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University, Zhuzhou, China
| | - Rong He
- Gastroenterology Section, Medical Center of Digestive Disease, Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University, Zhuzhou, China
| | - Pingfei Tang
- Gastroenterology Section, Medical Center of Digestive Disease, Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University, Zhuzhou, China
| | - Weiming Qu
- Gastroenterology Section, Medical Center of Digestive Disease, Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University, Zhuzhou, China
| | - Dajun Wu
- Gastroenterology Section, Medical Center of Digestive Disease, Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University, Zhuzhou, China
| | - Lin Tan
- Gastroenterology Section, Medical Center of Digestive Disease, Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University, Zhuzhou, China
| | - Qian Wang
- Gastroenterology Section, Medical Center of Digestive Disease, Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University, Zhuzhou, China
| | - Peng Jiang
- Department of Gastroenterology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Hongsai Hu
- Gastroenterology Section, Medical Center of Digestive Disease, Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University, Zhuzhou, China.
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Zhang J, Zhu H, Li L, Gao Y, Yu B, Ma G, Jin X, Sun Y. New mechanism of LncRNA: In addition to act as a ceRNA. Noncoding RNA Res 2024; 9:1050-1060. [PMID: 39022688 PMCID: PMC11254507 DOI: 10.1016/j.ncrna.2024.06.002] [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: 04/07/2024] [Revised: 05/20/2024] [Accepted: 06/03/2024] [Indexed: 07/20/2024] Open
Abstract
Long non-coding RNAs (LncRNAs) are a class of RNA molecules with nucleic acid lengths ranging from 200 bp to 100 kb that cannot code for proteins, which are diverse and widely expressed in both animals and plants. Scholars have found that lncRNAs can regulate human physiological processes at the gene and protein levels, mainly through the regulation of epigenetic, transcriptional and post-transcriptional levels of genes and proteins, as well as in the immune response by regulating the expression of immune cells and inflammatory factors, and thus participate in the occurrence and development of a variety of diseases. From the downstream targets of lncRNAs, we summarize the new research progress of lncRNA mechanisms other than miRNA sponges in recent years, aiming to provide new ideas and directions for the study of lncRNA mechanisms.
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Affiliation(s)
- Jiahao Zhang
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou, 730000, China
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
| | - Huike Zhu
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou, 730000, China
| | - Linjing Li
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yuting Gao
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
- College of Life Sciences, Northwest Normal University, Gansu Province, Lanzhou, 730070, China
| | - Boyi Yu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Guorong Ma
- The First Clinical Medical College of Gansu University of Chinese Medicine Gansu Provincial Hospital, Lanzhou, 730000, China
| | - Xiaodong Jin
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yingbiao Sun
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou, 730000, China
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Yi Q, Feng J, Lan W, Shi H, Sun W, Sun W. CircRNA and lncRNA-encoded peptide in diseases, an update review. Mol Cancer 2024; 23:214. [PMID: 39343883 PMCID: PMC11441268 DOI: 10.1186/s12943-024-02131-7] [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: 07/25/2024] [Accepted: 09/19/2024] [Indexed: 10/01/2024] Open
Abstract
Non-coding RNAs (ncRNAs), including circular RNAs (circRNAs) and long non-coding RNAs (lncRNAs), are unique RNA molecules widely identified in the eukaryotic genome. Their dysregulation has been discovered and played key roles in the pathogenesis of numerous diseases, including various cancers. Previously considered devoid of protein-coding ability, recent research has revealed that a small number of open reading frames (ORFs) within these ncRNAs endow them with the potential for protein coding. These ncRNAs-derived peptides or proteins have been proven to regulate various physiological and pathological processes through diverse mechanisms. Their emerging roles in disease diagnosis and targeted therapy underscore their potential utility in clinical settings. This comprehensive review aims to provide a systematic overview of proteins or peptides encoded by lncRNAs and circRNAs, elucidate their production and functional mechanisms, and explore their promising applications in cancer diagnosis, disease prediction, and targeted therapy.
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Affiliation(s)
- Qian Yi
- Department of Physiology, School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan, 646099, China
| | - Jianguo Feng
- Department of Anesthesiology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China.
| | - Weiwu Lan
- Department of Orthopedics, Shenzhen Second People's Hospital/First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, Guangdong, 518035, China
| | - Houyin Shi
- Department of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, 646000, China
| | - Wei Sun
- Department of Orthopedics, Shenzhen Second People's Hospital/First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, Guangdong, 518035, China.
| | - Weichao Sun
- Department of Orthopedics, Shenzhen Second People's Hospital/First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, Guangdong, 518035, China.
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6
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Camaya I, Hill M, Sais D, Tran N, O'Brien B, Donnelly S. The Parasite-Derived Peptide, FhHDM-1, Selectively Modulates miRNA Expression in β-Cells to Prevent Apoptotic Pathways Induced by Proinflammatory Cytokines. J Diabetes Res 2024; 2024:8555211. [PMID: 39022651 PMCID: PMC11254460 DOI: 10.1155/2024/8555211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 06/04/2024] [Accepted: 06/13/2024] [Indexed: 07/20/2024] Open
Abstract
We have previously identified a parasite-derived peptide, FhHDM-1, that prevented the progression of diabetes in nonobese diabetic (NOD) mice. Disease prevention was mediated by the activation of the PI3K/Akt pathway to promote β-cell survival and metabolism without inducing proliferation. To determine the molecular mechanisms driving the antidiabetogenic effects of FhHDM-1, miRNA:mRNA interactions and in silico predictions of the gene networks were characterised in β-cells, which were exposed to the proinflammatory cytokines that mediate β-cell destruction in Type 1 diabetes (T1D), in the presence and absence of FhHDM-1. The predicted gene targets of miRNAs differentially regulated by FhHDM-1 mapped to the biological pathways that regulate β-cell biology. Six miRNAs were identified as important nodes in the regulation of PI3K/Akt signaling. Additionally, IGF-2 was identified as a miRNA gene target that mediated the beneficial effects of FhHDM-1 on β-cells. The findings provide a putative mechanism by which FhHDM-1 positively impacts β-cells to permanently prevent diabetes. As β-cell death/dysfunction underlies diabetes development, FhHDM-1 opens new therapeutic avenues.
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Affiliation(s)
- Inah Camaya
- The School of Life SciencesUniversity of Technology Sydney, Ultimo, New South Wales, Australia
| | - Meredith Hill
- School of Biomedical EngineeringFaculty of Engineering and Information TechnologyUniversity of Technology Sydney, Ultimo, New South Wales, Australia
| | - Dayna Sais
- School of Biomedical EngineeringFaculty of Engineering and Information TechnologyUniversity of Technology Sydney, Ultimo, New South Wales, Australia
| | - Nham Tran
- School of Biomedical EngineeringFaculty of Engineering and Information TechnologyUniversity of Technology Sydney, Ultimo, New South Wales, Australia
| | - Bronwyn O'Brien
- The School of Life SciencesUniversity of Technology Sydney, Ultimo, New South Wales, Australia
| | - Sheila Donnelly
- The School of Life SciencesUniversity of Technology Sydney, Ultimo, New South Wales, Australia
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Farrim MI, Gomes A, Milenkovic D, Menezes R. Gene expression analysis reveals diabetes-related gene signatures. Hum Genomics 2024; 18:16. [PMID: 38326874 PMCID: PMC10851551 DOI: 10.1186/s40246-024-00582-z] [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: 09/04/2023] [Accepted: 02/01/2024] [Indexed: 02/09/2024] Open
Abstract
BACKGROUND Diabetes is a spectrum of metabolic diseases affecting millions of people worldwide. The loss of pancreatic β-cell mass by either autoimmune destruction or apoptosis, in type 1-diabetes (T1D) and type 2-diabetes (T2D), respectively, represents a pathophysiological process leading to insulin deficiency. Therefore, therapeutic strategies focusing on restoring β-cell mass and β-cell insulin secretory capacity may impact disease management. This study took advantage of powerful integrative bioinformatic tools to scrutinize publicly available diabetes-associated gene expression data to unveil novel potential molecular targets associated with β-cell dysfunction. METHODS A comprehensive literature search for human studies on gene expression alterations in the pancreas associated with T1D and T2D was performed. A total of 6 studies were selected for data extraction and for bioinformatic analysis. Pathway enrichment analyses of differentially expressed genes (DEGs) were conducted, together with protein-protein interaction networks and the identification of potential transcription factors (TFs). For noncoding differentially expressed RNAs, microRNAs (miRNAs) and long noncoding RNAs (lncRNAs), which exert regulatory activities associated with diabetes, identifying target genes and pathways regulated by these RNAs is fundamental for establishing a robust regulatory network. RESULTS Comparisons of DEGs among the 6 studies showed 59 genes in common among 4 or more studies. Besides alterations in mRNA, it was possible to identify differentially expressed miRNA and lncRNA. Among the top transcription factors (TFs), HIPK2, KLF5, STAT1 and STAT3 emerged as potential regulators of the altered gene expression. Integrated analysis of protein-coding genes, miRNAs, and lncRNAs pointed out several pathways involved in metabolism, cell signaling, the immune system, cell adhesion, and interactions. Interestingly, the GABAergic synapse pathway emerged as the only common pathway to all datasets. CONCLUSIONS This study demonstrated the power of bioinformatics tools in scrutinizing publicly available gene expression data, thereby revealing potential therapeutic targets like the GABAergic synapse pathway, which holds promise in modulating α-cells transdifferentiation into β-cells.
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Affiliation(s)
- M I Farrim
- CBIOS, Universidade Lusófona's Research Center for Biosciences & Health Technologies, Universidade Lusófona, Lisbon, Portugal
- Universidad de Alcalá, Escuela de Doctorado, Madrid, Spain
| | - A Gomes
- CBIOS, Universidade Lusófona's Research Center for Biosciences & Health Technologies, Universidade Lusófona, Lisbon, Portugal
| | - D Milenkovic
- Department of Nutrition, University of California Davis, Davis, USA
| | - R Menezes
- CBIOS, Universidade Lusófona's Research Center for Biosciences & Health Technologies, Universidade Lusófona, Lisbon, Portugal.
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8
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Zhang L, Tang M, Diao H, Xiong L, Yang X, Xing S. LncRNA-encoded peptides: unveiling their significance in cardiovascular physiology and pathology-current research insights. Cardiovasc Res 2023; 119:2165-2178. [PMID: 37517040 DOI: 10.1093/cvr/cvad112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 06/17/2023] [Accepted: 06/30/2023] [Indexed: 08/01/2023] Open
Abstract
Long non-coding RNAs (lncRNAs), which are RNA transcripts exceeding 200 nucleotides were believed to lack any protein-coding capacity. But advancements in -omics technology have revealed that some lncRNAs have small open reading frames (sORFs) that can be translated by ribosomes to encode peptides, some of which have important biological functions. These encoded peptides subserve important biological functions by interacting with their targets to modulate transcriptional or signalling axes, thereby enhancing or suppressing cardiovascular disease (CVD) occurrence and progression. In this review, we summarize what is known about the research strategy of lncRNA-encoded peptides, mainly comprising predictive websites/tools and experimental methods that have been widely used for prediction, identification, and validation. More importantly, we have compiled a list of lncRNA- encoded peptides, with a focus on those that play significant roles in cardiovascular physiology and pathology, including ENSRNOT (RNO)-sORF6/RNO-sORF7/RNO-sORF8, dwarf open reading frame (DOWRF), myoregulin (NLN), etc. Additionally, we have outlined the functions and mechanisms of these peptides in cardiovascular physiology and pathology, such as cardiomyocyte hypertrophy, myocardial contraction, myocardial infarction, and vascular remodelling. Finally, an overview of the existing challenges and potential future developments in the realm of lncRNA-encoded peptides was provided, with consideration given to prospective avenues for further research. Given that many lncRNA-encoded peptides have not been functionally annotated yet, their application in CVD diagnosis and treatment still requires further research.
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Affiliation(s)
- Li Zhang
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, 1617 Riyue Street, Qingyang District, Chengdu 611731, China
- Hongqiao International Institute of Medicine, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200336, China
| | - Mi Tang
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, 1617 Riyue Street, Qingyang District, Chengdu 611731, China
| | - Haoyang Diao
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, 1617 Riyue Street, Qingyang District, Chengdu 611731, China
| | - Liling Xiong
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, 1617 Riyue Street, Qingyang District, Chengdu 611731, China
| | - Xiao Yang
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, 1617 Riyue Street, Qingyang District, Chengdu 611731, China
| | - Shasha Xing
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, 1617 Riyue Street, Qingyang District, Chengdu 611731, China
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