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Search Results (821)

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Keywords = mRNA–lncRNA

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24 pages, 7943 KB  
Article
Clofazimine Treatment Modulates Key Non-Coding RNAs Associated with Tumor Progression and Drug Resistance in Lethal Prostate Cancer
by Sarah Batten, Harish Kumar, Jeremiah Pfitzer, Daniel Chinedu Nweze, Suman Mazumder, Robert D. Arnold, Panagiotis Mistriotis, Taraswi Mitra Ghosh and Amit Kumar Mitra
Int. J. Mol. Sci. 2025, 26(22), 10892; https://doi.org/10.3390/ijms262210892 - 10 Nov 2025
Abstract
Metastatic castration-resistant prostate cancer/PCa (mCRPC) is a clinically advanced form of PCa that is associated with increased aggressiveness, cancer stemness, morbidity, and the risk of developing resistance to taxanes, currently the first-line chemotherapy for mCRPC. Clofazimine (CLF) is a potential immunomodulator drug that [...] Read more.
Metastatic castration-resistant prostate cancer/PCa (mCRPC) is a clinically advanced form of PCa that is associated with increased aggressiveness, cancer stemness, morbidity, and the risk of developing resistance to taxanes, currently the first-line chemotherapy for mCRPC. Clofazimine (CLF) is a potential immunomodulator drug that is FDA-approved for the treatment of leprosy. Recently, using in vitro, in vivo, and ex vivo models, we established the efficacy of CLF in chronic myeloid leukemia and multiple myeloma. Here, we demonstrate that CLF is effective as a single agent and in combination with taxanes in a panel of cell lines representing the diversity of CRPC patients. Using a microfluidic assay, we showed the impact of CLF on cancer cell migration and metastatic potential. Further, we also found that CLF reduces ALDH activity—a marker for cancer ‘stem-like’ cells (CSCs), a subtype of cancer cells with self-renewal and differentiation capacities (epithelial-to-mesenchymal transdifferentiation/EMT). Bulk and single-cell RNAseq followed by functional validation and in silico analysis showed that CLF treatment is associated with apoptosis, ER stress, oxidative phosphorylation, and mitochondrial dysfunction. Most importantly, CLF modulates the expression of several non-coding RNAs, including MALAT1 and NEAT1, that are linked to tumor cell proliferation, cell migration, and drug resistance. Full article
(This article belongs to the Special Issue Roles of Non-Coding RNAs in Cancer)
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27 pages, 1005 KB  
Review
Rewriting the Fate of Cancer: Epigenetic and Epitranscriptomic Regulators in the Metastatic Cascade
by Toshifumi Hara and Murugan Subramanian
Biomolecules 2025, 15(11), 1573; https://doi.org/10.3390/biom15111573 - 10 Nov 2025
Viewed by 73
Abstract
Metastasis is the leading cause of cancer-related mortality, representing a highly coordinated, multistep process in which malignant cells gain the ability to invade, survive in the circulation, and establish secondary tumors at distant sites. While genetic mutations initiate oncogenesis, accumulating evidence shows that [...] Read more.
Metastasis is the leading cause of cancer-related mortality, representing a highly coordinated, multistep process in which malignant cells gain the ability to invade, survive in the circulation, and establish secondary tumors at distant sites. While genetic mutations initiate oncogenesis, accumulating evidence shows that epigenetic and epitranscriptomic regulators, encompassing DNA methylation, RNA modifications, and noncoding RNAs (ncRNAs), reshape metastatic phenotypes. This review integrates current insights into these mechanisms and their crosstalk, with a primary focus on their methylation modification. Given their plasticity and potential reversibility, these regulators are attractive targets for therapeutic intervention. Defining the dynamic interplay between DNA and RNA modifications and ncRNAs provides a coherent framework for controlling metastasis and guides the development of precision epigenetic strategies and biomarkers. Future research that integrates multi-omics approaches and spatial transcriptomics will be essential for revealing the epigenetic and epitranscriptomic layers of the metastatic landscape. Full article
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24 pages, 1843 KB  
Review
From Correlation to Causation: Defining Gene and RNA Function in Poultry Muscle Biology Using In Vivo Genetic Tools
by Bahareldin Ali Abdalla Gibril, Xuewen Chai and Jiguo Xu
Biomolecules 2025, 15(11), 1554; https://doi.org/10.3390/biom15111554 - 5 Nov 2025
Viewed by 382
Abstract
A central challenge in functional genomics is understanding the difference between correlative transcriptomic observations and definitive causal understanding of gene function in vivo. Poultry skeletal muscle, a system of significant agricultural and biological importance, demonstrates this challenge. While transcriptomic studies have cataloged extensive [...] Read more.
A central challenge in functional genomics is understanding the difference between correlative transcriptomic observations and definitive causal understanding of gene function in vivo. Poultry skeletal muscle, a system of significant agricultural and biological importance, demonstrates this challenge. While transcriptomic studies have cataloged extensive RNA expression dynamics during muscle development and in growth-related myopathies like wooden breast, establishing causative roles for these molecules is lacking. This review synthesizes how advanced genetic tools are now enabling a shift from correlation to causation in avian muscle biology. We detail how viral vectors (e.g., adenovirus, lentivirus, and RCAS) and CRISPR/Cas9 systems have provided direct in vivo validation of the functional roles of specific mRNAs, miRNAs, lncRNAs, and circRNAs in regulating myogenesis, hypertrophy, and atrophy. We contrast this success in fundamental biology with the study of myopathies, which remains largely descriptive. Here, a wealth of transcriptomic data has identified dysregulated pathways, including ECM remodeling, metabolism, and inflammation, but functional validation for most candidates is absent. We argue that the critical next step is to apply this established functional genomics toolkit to disease models. By defining causal mechanisms, this research will not only address a major agricultural issue but also provide a model for using genetic tools to dissect complex traits in a post-genomic era. Full article
(This article belongs to the Section Molecular Biology)
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17 pages, 3070 KB  
Article
Gonadal Transcriptome Analysis Reveals the lncRNA–mRNA Pair in Sea Cucumber Holothuria leucospilota
by Jing Zhang, Jingwei Yu, Yang Zhang and Meiyao Su
Genes 2025, 16(11), 1293; https://doi.org/10.3390/genes16111293 - 30 Oct 2025
Viewed by 330
Abstract
Background/Objectives: Long non-coding RNA (lncRNA) was structurally similar to mRNAs, yet they could not be translated into proteins. While an increasing number of reports have systematically identified and described lncRNA in model species, information about non-model species remains scarce. Sea cucumber Holothuria leucospilota [...] Read more.
Background/Objectives: Long non-coding RNA (lncRNA) was structurally similar to mRNAs, yet they could not be translated into proteins. While an increasing number of reports have systematically identified and described lncRNA in model species, information about non-model species remains scarce. Sea cucumber Holothuria leucospilota could be used for both medicinal and food purposes, which have high economic value, gradually attracting the attention of researchers. Methods: In this research, we constructed lncRNA library and compared the difference in lncRNA expression profiles between testis and ovary of sea cucumber H. leucospilota. To elucidate the molecular interactions between lncRNA and mRNA, we computationally predicted potential complementary binding sites through analysis of both cis- and trans-acting antisense mechanisms. Subsequent Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses demonstrated that the identified target genes are potentially involved in the regulatory pathways governing gonad development. Results: Quantitative reverse transcription PCR analysis showed that MSTRG.32831.1-sox9 and MSTRG.57315.1-mthfr exhibited a high expression pattern in testis; while MSTRG.11041.1-mafa and MSTRG.11074.1-macf1 showed a high expression pattern in the ovary. Conclusions: Deciphering lncRNA–mRNA expression patterns may uncover fundamental principles governing reproductive regulation in marine invertebrates. This discovery not only deepens understanding in this field but also provides valuable comparative insights for developmental biology. Full article
(This article belongs to the Section RNA)
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23 pages, 4846 KB  
Article
Characterizing the Long Non-Coding RNA Profile of Endometrial Mesenchymal Stem/Stromal Cell-Derived Extracellular Vesicles and Their Anti-Inflammatory Role in Osteoarthritis
by Cole Conforti, Darden Wood Kimbrough, Neep Patel, Michelle B. R. G. Ley, Jose Medina Flores, Diego Correa, Lee D. Kaplan, Thomas M. Best and Dimitrios Kouroupis
Int. J. Mol. Sci. 2025, 26(21), 10567; https://doi.org/10.3390/ijms262110567 - 30 Oct 2025
Viewed by 721
Abstract
Endometrial tissue-derived mesenchymal stem/stromal cells (eMSCs) have potential therapeutic properties partially exerted via their secreted extracellular vesicles (EVs). eMSC-EVs contain cargos with regenerative and immunomodulatory properties. Specifically, the miRNA profile of CD146High eMSC-EVs has been shown to promote anti-inflammatory M2 macrophage polarization in [...] Read more.
Endometrial tissue-derived mesenchymal stem/stromal cells (eMSCs) have potential therapeutic properties partially exerted via their secreted extracellular vesicles (EVs). eMSC-EVs contain cargos with regenerative and immunomodulatory properties. Specifically, the miRNA profile of CD146High eMSC-EVs has been shown to promote anti-inflammatory M2 macrophage polarization in vitro. Herein, we aimed to characterize the lncRNA profile of CD146High and CD146Low eMSC-EVs and further assess their immunomodulatory and anabolic therapeutic function in osteoarthritis (OA). We hypothesized that the CD146High eMSC-EVs lncRNA profile is enriched with potent anti-inflammatory and pro-anabolic cartilage effects when compared to the CD146Low eMSC-EVs lncRNA profile. Human endometrial tissue was collected, and the eMSCs were magnetically sorted to yield the CD146High and CD146Low eMSC subpopulations. The eMSC-EVs were isolated via ultracentrifugation and CD63 magnetic immunoselection methods and characterized by nanosight and flow cytometry analyses. Our results showed that CD146High eMSC-EVs display an lncRNA profile with both anabolic and catabolic features, exerting a more dynamic effect on chondrocyte gene expression than CD146Low eMSC-EVs, suggesting a potential benefit of using CD146High eMSC-EVs to attenuate the negative effects of inflammation in OA. CD146High eMSC-EVs also demonstrated greater endothelial repair capacity under inflammatory stress. In conclusion, cell-free CD146High eMSC-EV has therapeutic potential through its protective anti-inflammatory effects, warranting further pre-clinical investigation. Full article
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18 pages, 4307 KB  
Article
Molecular Mechanisms Underlying Differences in Athletic Ability in Racehorses Based on Whole Transcriptome Sequencing
by Qiuping Huang, Wanlu Ren, Dehaxi Shan, Yi Su, Zexu Li, Luling Li, Ran Wang, Shikun Ma and Jianwen Wang
Biology 2025, 14(10), 1364; https://doi.org/10.3390/biology14101364 - 5 Oct 2025
Viewed by 493
Abstract
This study aimed to compare blood samples from Yili horses with outstanding and average performance in 5000 m races through transcriptome sequencing, identify key differentially expressed genes, lncRNAs, and circRNAs, as well as related enriched pathways, and elucidate their regulatory networks. This study [...] Read more.
This study aimed to compare blood samples from Yili horses with outstanding and average performance in 5000 m races through transcriptome sequencing, identify key differentially expressed genes, lncRNAs, and circRNAs, as well as related enriched pathways, and elucidate their regulatory networks. This study used six healthy four-year-old Yili stallions as subjects, divided into an excellent group (E group, n = 3) and an ordinary group (O group, n = 3) based on their 5000-m race performance. Blood RNA-Seq technology was used to analyze differentially expressed mRNAs, lncRNAs, and circRNAs. A total of 2298 mRNAs, 264 lncRNAs, and 215 circRNAs were identified as differentially expressed. Key genes such as EGR1, FOSB, MRPL1, LOC100049811, SIRPB2, and CYTB regulate athletic performance. These genes and their associated RNAs synergistically participate in energy metabolism, protein homeostasis, and muscle remodeling processes, revealing the molecular mechanisms influencing athletic performance and providing important references for identifying candidate genes associated with equine athletic performance. Full article
(This article belongs to the Special Issue Advances in Animal Functional Genomics)
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16 pages, 3832 KB  
Article
A Bioinformatics-Driven ceRNA Network in Stomach Adenocarcinoma: Identification of Novel Prognostic mRNA-miRNA-lncRNA Interactions
by Ebtihal Kamal, Zainab Mohammed Mahmoud Omar, Ayman Geddawy and Ahmad A. A. Omer
Med. Sci. 2025, 13(4), 214; https://doi.org/10.3390/medsci13040214 - 1 Oct 2025
Viewed by 479
Abstract
Background: Stomach adenocarcinoma is a major contributor to worldwide mortality and significantly impacts life expectancy. The main objective of the current study was to identify a prognostic biomarker for stomach adenocarcinoma to advance translational medicine and improve patient outcomes. Method: various databases (GEPIA, [...] Read more.
Background: Stomach adenocarcinoma is a major contributor to worldwide mortality and significantly impacts life expectancy. The main objective of the current study was to identify a prognostic biomarker for stomach adenocarcinoma to advance translational medicine and improve patient outcomes. Method: various databases (GEPIA, UALCAN, miRNet, StarBase, and Kaplan Meier plotter) bioinformatics tools (cytoscape) and were used in this study. Results: Ten novel unfavorable prognosis-associated genes were identified. In addition, 41 potential miRNAs were predicted. ELAVL3-hsa-mir-29a-3p and CALCR-hsa-mir-29a-3p were identified as the two critical networks in the oncogenesis of stomach adenocarcinoma via bioinformatics analysis. Subsequently, the binding of lncRNAs to hsa-mir-29a-3p was predicted utilizing the starBase and miRNet databases. Following the execution of both expression and survival analyses for the predicted lncRNAs, it was determined that only one lncRNA, KCNQ1OT1, exhibited significant overexpression in stomach adenocarcinoma, and its elevated expression was associated with an unfavorable prognosis. Subsequently, we constructed a triple ceRNA network involving mRNA, miRNA, and lncRNA, which is associated with the prognosis of stomach adenocarcinoma. Conclusions: In summary, the current study provides an extensive ceRNA network that highlights novel prognostic biomarkers for stomach adenocarcinoma. Full article
(This article belongs to the Section Cancer and Cancer-Related Research)
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22 pages, 8043 KB  
Article
METTL3-Driven m6A Epigenetic Remodeling of lncRNA-AU020206 Stabilizes SLC7A11 via YTHDC2 Attenuates Apoptosis and Ferroptosis in Cerebral Ischemia/Reperfusion Injury
by Hao Zhang, Yajin Guan, Meng Li, Yilin Wu and Xiaoou Sun
Biomolecules 2025, 15(10), 1353; https://doi.org/10.3390/biom15101353 - 24 Sep 2025
Viewed by 557
Abstract
Cerebral ischemia/reperfusion (I/R) injury is a devastating neurological disorder with limited treatment options. Emerging evidence suggests that the N6-methyladenosine (m6A) modification and its regulatory factors play pivotal roles in the pathophysiology of I/R. This study aimed to elucidate the function of METTL3-mediated m6A [...] Read more.
Cerebral ischemia/reperfusion (I/R) injury is a devastating neurological disorder with limited treatment options. Emerging evidence suggests that the N6-methyladenosine (m6A) modification and its regulatory factors play pivotal roles in the pathophysiology of I/R. This study aimed to elucidate the function of METTL3-mediated m6A modification of the long non-coding RNA (lncRNA) AU020206 in ferroptosis during cerebral I/R injury and to identify potential molecular targets for neuroprotection. A murine model of middle cerebral artery occlusion/reperfusion (MCAO/R) and N2a cells subjected to oxygen–glucose deprivation/reoxygenation (OGD/R) were established to assess m6A levels and ferroptosis-related changes. Effects of METTL3 overexpression and lncRNA-AU020206 silencing on neuronal apoptosis, inflammation, and ferroptosis were investigated in vitro and in vivo. The interaction between lncRNA-AU020206 and YTHDC2 and the resulting regulation of SLC7A11 mRNA stability and GPX4 expression were evaluated using molecular and biochemical assays. Both MCAO/R mice and OGD/R-treated N2a cells exhibited decreased m6A levels and upregulation of lncRNA-AU020206 accompanied by enhanced ferroptosis. METTL3 overexpression increased the m6A modification of AU020206, promoting its degradation and attenuating neuronal injury, whereas silencing AU020206 or overexpressing YTHDC2 decreased SLC7A11 mRNA stability and enhanced ferroptosis. Restoring the expression of SLC7A11/GPX4 can enhance cell viability, alleviate neuronal apoptosis, and reduce Fe2+ overload. Disruption of the METTL3–AU020206–YTHDC2 axis abolished these neuroprotective effects. METTL3-mediated m6A modification of lncRNA-AU020206 restrained ferroptosis and neuronal injury in cerebral I/R by maintaining the stability of the SLC7A11/GPX4 axis via interactions with YTHDC2. Targeting this epitranscriptomic signalling pathway may represent a promising therapeutic strategy for the treatment of ischemic stroke and related neurological disorders. Full article
(This article belongs to the Section Molecular Medicine)
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17 pages, 3724 KB  
Article
Whole Transcriptome Sequencing and Differential Analysis of Testes in Pre- and Post-Sexual Maturity Bactrian Camels (Camelus bactrianus)
by Xiaokang Chang, Xinkui Yao, Jun Meng, Jianwen Wang, Yaqi Zeng, Linling Li and Wanlu Ren
Biology 2025, 14(9), 1254; https://doi.org/10.3390/biology14091254 - 12 Sep 2025
Viewed by 479
Abstract
Testicular development in male animals is a conserved and highly regulated biological process. Investigating the molecular mechanisms underlying testicular development in Junggar Bactrian camels is essential for gaining a deeper understanding of this process in the species. This study selected testicular tissue from [...] Read more.
Testicular development in male animals is a conserved and highly regulated biological process. Investigating the molecular mechanisms underlying testicular development in Junggar Bactrian camels is essential for gaining a deeper understanding of this process in the species. This study selected testicular tissue from the Junggar Bactrian camel at pre-sexual maturity (G3 group, n = 4, 3 years old) and post-sexual maturity (G5 group, n = 4, 5 years old) for whole transcriptome sequencing and bioinformatics analysis. We identified differentially expressed mRNA (DEmRNA), including KPNA2 and LRRC46; differentially expressed LncRNA (DELncRNA), including LOC123613926 and LOC123613624; and differentially expressed miRNA (DEmiRNA), including eca-miR-196a and eca-miR-183. Additionally, we also identified 87 currently unnamed DEmiRNAs, which are of practical value for future research on the Junggar Bactrian camel testicular development and spermatogenesis. GO and KEGG enrichment analyses showed that DERNA are mainly involved in functions and processes such as protein binding (MF), protein import into nucleus (BP), and extracellular space (CC), as well as signaling pathways such as Insulin, FoxO, MAPK, and PI3K-Akt. Subsequently, we predicted some DEmiRNAs and DELncRNAs association with DEmRNAs, and constructed the competitive endogenous RNA (ceRNA) regulatory network. Finally, we randomly selected 10 DERNAs for RT-qPCR validation, and the transcriptome results were consistent with the RT-qPCR results, indicating that the sequencing results were true and reliable. In conclusion, this study analyzed the differential expression of mRNA, LncRNA, and miRNA in Junggar Bactrian camels before and after sexual maturity, providing data references for future studies related to testicular development and spermatogenesis. Full article
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15 pages, 1192 KB  
Article
Bioinformatics Analysis of the Key lncRNAs of the Viral Response Pathway in HepG2 Expressing Genotype IV Swine Hepatitis E Virus ORF3
by Hanwei Jiao, Shengping Wu, Lingjie Wang, Chi Meng, Gengxu Zhou, Jianhua Guo, Liting Cao, Yu Zhao, Zhenhui Song and Jake Wen
Microorganisms 2025, 13(9), 2086; https://doi.org/10.3390/microorganisms13092086 - 7 Sep 2025
Viewed by 652
Abstract
Hepatitis E virus (HEV) is one of the pathogens that cause viral hepatitis, and its clinical symptoms can manifest as acute, chronic viral hepatitis, or asymptomatic infection. Among them, swines are the main animal source of HEV. Open reading frame 3 (ORF3) is [...] Read more.
Hepatitis E virus (HEV) is one of the pathogens that cause viral hepatitis, and its clinical symptoms can manifest as acute, chronic viral hepatitis, or asymptomatic infection. Among them, swines are the main animal source of HEV. Open reading frame 3 (ORF3) is a multifunctional protein essential for swine hepatitis E virus (SHEV) infection and release, involved in biological processes such as intracellular signal transduction regulation. In our preliminary research, we utilized adenovirus-mediated overexpression of type IV SHEV ORF3 in HepG2 cells, extracted total RNA, and performed high-throughput long non coding RNAs (lncRNAs) and transcriptome sequencing. In this study, we screened and analyzed lncRNAs involved in the GO pathway: viral process (GO: 0016032), and combined them with differentially expressed mRNAs for target gene prediction. We identified two lncRNAs—lncRNA AL137002 (MSTRG. 7478) and lncRNA AL049840 (MSTRG. 8427)—that are associated with viral progression and have p ≤ 0.05 in HepG2 cells expressing ORF3 of porcine hepatitis E virus type IV. We predicted their five lncRNA-mRNA networks, which are lncRNA AL137002 (MSTRG. 7478)-ENST0000375440, lncRNA AL137002 (MSTRG. 7478)-ENST0000375441, lncRNA AL049840(MSTRG. 8427)-ENST0000246489, lncRNA AL049840 (MSTRG. 8427)-ENST0000554280 and lncRNA AL049840 (MSTRG. 8427)-ENST0000452929, and were used to predict their lncRNA mRNA binding sites and construct relevant molecular models. This will lay a solid foundation for further revealing the function of SHEV ORF3 and elucidating the mechanism of SHEV infection. Full article
(This article belongs to the Section Veterinary Microbiology)
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32 pages, 1343 KB  
Review
Long Noncoding RNAs as Emerging Regulators of Seed Development, Germination, and Senescence
by Adrian Motor, Marta Puchta-Jasińska, Paulina Bolc and Maja Boczkowska
Int. J. Mol. Sci. 2025, 26(17), 8702; https://doi.org/10.3390/ijms26178702 - 6 Sep 2025
Cited by 1 | Viewed by 1631
Abstract
Long noncoding RNAs (lncRNAs) have emerged as key regulators of gene expression during seed development and physiology. This review examines the diverse roles of lncRNAs in key stages of seed development, including embryogenesis, maturation, dormancy, germination, and aging. It integrates the current understanding [...] Read more.
Long noncoding RNAs (lncRNAs) have emerged as key regulators of gene expression during seed development and physiology. This review examines the diverse roles of lncRNAs in key stages of seed development, including embryogenesis, maturation, dormancy, germination, and aging. It integrates the current understanding of the biogenesis and classification of lncRNAs, emphasizing their functional mechanisms in seeds, particularly those acting in cis and trans. These mechanisms include the scaffolding of polycomb and SWI/SNF chromatin remodeling complexes, the guidance of RNA-directed DNA methylation, the ability to function as molecular decoys, and the modulation of small RNA pathways via competitive endogenous RNA activity. This review highlights the regulatory influence of lncRNAs on abscisic acid (ABA) and gibberellin (GA) signaling pathways, as well as light-responsive circuits that control dormancy and embryonic root formation. Endosperm imprinting processes that link parental origin to seed size and storage are also discussed. Emerging evidence for epitranscriptomic modifications, such as m6A methylation, and the formation of LncRNA–RNA-binding protein condensates that maintain resting states and coordinate reserve biosynthesis are also reviewed. Advances in methodologies, including single-cell and spatial transcriptomics, nascent transcription, direct RNA sequencing, and RNA–chromatin interaction mapping, are expanding the comprehensive lncRNA landscape during seed development and germination. These advances facilitate functional annotation. Finally, possible translational research applications are explored, with a focus on developing lncRNA-based biomarkers for seed vigor and longevity. Full article
(This article belongs to the Collection Advances in Cell and Molecular Biology)
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26 pages, 13181 KB  
Article
Identification of Rice LncRNAs and Their Roles in the Rice Blast Resistance Network Using Transcriptome and Translatome
by Xiaoliang Shan, Shengge Xia, Long Peng, Cheng Tang, Shentong Tao, Ayesha Baig and Hongwei Zhao
Plants 2025, 14(17), 2752; https://doi.org/10.3390/plants14172752 - 3 Sep 2025
Viewed by 858
Abstract
Long non-coding RNAs (lncRNAs) have emerged as pivotal regulators in plant immune responses, yet their roles in rice resistance against Magnaporthe oryzae (M. oryzae) remain inadequately explored. In this study, we integrated translatome data with conventional genome annotations to construct an [...] Read more.
Long non-coding RNAs (lncRNAs) have emerged as pivotal regulators in plant immune responses, yet their roles in rice resistance against Magnaporthe oryzae (M. oryzae) remain inadequately explored. In this study, we integrated translatome data with conventional genome annotations to construct an optimized protein-coding dataset. Subsequently, we developed a robust pipeline (“RiceLncRNA”) for the accurate identification of rice lncRNAs. Using strand-specific RNA-sequencing (ssRNA-seq) data from the resistant (IR25), susceptible (LTH), and Nipponbare (NPB) varieties under M. oryzae infection, we identified 9003 high-confidence lncRNAs, significantly improving identification accuracy over traditional methods. Among the differentially expressed lncRNAs (DELs), those unique to IR25 were enriched in the biosynthetic pathways of phenylalanine, tyrosine, and tryptophan, which suggests that they are associated with the production of salicylic acid (SA) and auxin (IAA) precursors, which may be involved in defense responses. Conversely, DELs specific to LTH primarily clustered within carbon metabolism pathways, indicating a metabolic reprogramming mechanism. Notably, 21 DELs responded concurrently in both IR25 and LTH at 12 h and 24 h post-inoculation, indicating a synergistic regulation of jasmonic acid (JA) and ethylene (ET) signaling while partially suppressing IAA pathways. Weighted gene co-expression network analysis (WGCNA) and competing endogenous RNA (ceRNA) network analysis revealed that key lncRNAs (e.g., LncRNA.9497.1) may function as miRNA “sponges”, potentially influencing the expression of receptor-like kinases (RLKs), resistance (R) proteins, and hormone signaling pathways. The reliability of these findings was confirmed through qRT-PCR and cloning experiments. In summary, our study provides an optimized rice lncRNA annotation framework and reveals the mechanism by which lncRNAs enhance rice blast resistance through the regulation of hormone signaling pathways. These findings offer an important molecular basis for rice disease-resistant breeding. Full article
(This article belongs to the Section Plant Protection and Biotic Interactions)
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21 pages, 2800 KB  
Article
Nuclear Roles of Spliceosome-Associated microRNAs in Neuronal Cancer Cells
by Shelly Mahlab-Aviv, Keren Or Swissa, Maram Arafat, Keren Zohar, Ayelet Rachel Peretz, Michal Linial and Ruth Sperling
Int. J. Mol. Sci. 2025, 26(17), 8349; https://doi.org/10.3390/ijms26178349 - 28 Aug 2025
Viewed by 868
Abstract
MicroRNAs (miRNAs) are well known for regulating translation in the cytoplasm, yet their nuclear roles remain poorly understood. Previously, we identified spliceosome-associated miRNAs implicated in tumorigenesis and metastasis in breast cancer models. Here, we investigate their nuclear functions in the immortalized human cortical [...] Read more.
MicroRNAs (miRNAs) are well known for regulating translation in the cytoplasm, yet their nuclear roles remain poorly understood. Previously, we identified spliceosome-associated miRNAs implicated in tumorigenesis and metastasis in breast cancer models. Here, we investigate their nuclear functions in the immortalized human cortical neuron (HCN) cell line, along with glioblastoma (U87MG) and neuroblastoma (SH-SY5Y) cell lines, both widely used as models for brain cancer research. Our findings reveal that spliceosome-associated miRNAs mark neuronal cancer cells and uncover novel nuclear targets. Notably, some spliceosomal miRNAs exhibit opposing regulatory effects in the nucleus compared to the cytoplasm, while others demonstrate potential novel nuclear functions. A prominent example is miR-99b, which overlaps the 5′ splice junction of the poorly characterized long non-coding RNA (lncRNA) sperm acrosome-associated 6 antisense RNA1 (SPACA6-AS1) and, through base pairing, enhances SPACA6-AS1 pre-mRNA levels. These results highlight the diverse and context-dependent functions of nuclear miRNAs in gene regulation and cancer progression, broadening our understanding of their regulatory potential beyond the cytoplasm. Full article
(This article belongs to the Section Molecular Oncology)
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16 pages, 3078 KB  
Article
Novel Insights into the Molecular Mechanisms of Chicken Breast Muscle Development by Integrating Non-Coding RNA and mRNA Profiles
by Yuting Jin, Jie Dong, Jiahua Li, Minjie Huang, Deqian Wang and Xiaodong Tan
Int. J. Mol. Sci. 2025, 26(17), 8181; https://doi.org/10.3390/ijms26178181 - 23 Aug 2025
Viewed by 786
Abstract
Chicken meat represents the most widely consumed source of animal protein globally. The identification of non-coding RNAs (ncRNAs) that affect muscle development provides new selection targets for poultry breeding. In this study, muscle samples from high- and low-breast-weight chickens were collected and sequenced [...] Read more.
Chicken meat represents the most widely consumed source of animal protein globally. The identification of non-coding RNAs (ncRNAs) that affect muscle development provides new selection targets for poultry breeding. In this study, muscle samples from high- and low-breast-weight chickens were collected and sequenced for long non-coding RNAs (lncRNAs), circular RNAs (circRNAs), and mRNAs. Using weighted gene co-expression network analysis, we found 95 lncRNAs and 46 circRNAs that were significantly associated with breast muscle traits. Subsequently, 51 candidate lncRNAs and 22 candidate circRNAs were screened through differential expression analysis. Finally, by constructing an ncRNA–mRNA regulatory network and performing pathway enrichment analysis, we identified four lncRNAs (e.g., MSTRG.9172.1) and seven circRNAs (e.g., novel_circ_009419) as key regulatory molecules. Functional analysis revealed that these molecules modulate genes such as CD28, CCND2, TIAM1, and RRM2 through pathways including the actin cytoskeleton, p53 signaling pathway, and other pathways. In conclusion, this study provides clearer insight into the epigenetic regulatory network involved in chicken breast muscle development and offers important molecular markers for chicken genetic selection. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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15 pages, 3624 KB  
Article
LncRNA Profiling and ceRNA Network Construction of Intrauterine Exosomes in Goats During Embryo Implantation
by Yanni Jia, Huixin Zhang, Wei Wang, Zuhui Li, Chunmei Shang, Haokun Liu, Hongyu Niu, Dong Zhou, Yaping Jin and Pengfei Lin
Animals 2025, 15(17), 2471; https://doi.org/10.3390/ani15172471 - 22 Aug 2025
Viewed by 528
Abstract
Exosomes have been shown to play an important role in embryo implantation, but the mechanism is still unclear. This study aimed to investigate the functional roles of lncRNAs in intrauterine exosomes in goat pregnancy. We used RNA-seq to identify the lncRNA profiles of [...] Read more.
Exosomes have been shown to play an important role in embryo implantation, but the mechanism is still unclear. This study aimed to investigate the functional roles of lncRNAs in intrauterine exosomes in goat pregnancy. We used RNA-seq to identify the lncRNA profiles of exosomes obtained from goat uterine rinsing fluid at 5, 15, and 18 days of gestation. In addition, we performed weighted gene co-expression network analysis based on differentially expressed mRNAs (DEMs) and lncRNAs (DELs). Functional enrichment analyses of gene modules were conducted using Gene Ontology classification (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway. A lncRNA-miRNA-mRNA competing endogenous RNA (ceRNA) regulatory network was constructed based on predictive interaction derived from miRTarBase, miRDB and RNAhybrid databases. Altogether, 831 DELs were identified. GO and KEGG analysis showed that the target genes were enriched in processes associated with embryo implantation, such as signaling receptor activity, binding and immune response. Nine functional co-expression modules were enriched in various biological processes, such as metabolic pathways, protein transport, cell cycle and VEGF signaling pathway. Additionally, 12 lncRNA-mediated ceRNA networks were constructed. Our results demonstrate that exosomal lncRNAs in uterine flushing fluid exhibit dynamic changes across gestational stages and play an important role in regulating the uterine microenvironment during embryo implantation. These findings provide a foundational basis for screening exosome-derived lncRNAs that influence embryo implantation and contribute to elucidating the mechanistic roles of lncRNAs in exosome-mediated processes during early pregnancy. Full article
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