MicroRNA-mediated regulation of nonsense-mediated mRNA decay factors: Insights into microRNA prediction tools and profiling techniques.

Nonsense-mediated mRNA decay (NMD) stands out as a prominent RNA surveillance mechanism within eukaryotes, meticulously overseeing both RNA abundance and integrity by eliminating aberrant transcripts. These defective transcripts are discerned through the concerted efforts of translating ribosomes, eukaryotic release factors (eRFs), and trans-acting NMD factors, with Up-Frameshift 3 (UPF3) serving as a noteworthy component. Remarkably, in humans, UPF3 exists in two paralogous forms, UPF3A (UPF3) and UPF3B (UPF3X). Beyond its role in quality control, UPF3 wields significant influence over critical cellular processes, including neural development, synaptic plasticity, and axon guidance. However, the precise regulatory mechanisms governing UPF3 remain elusive. MicroRNAs (miRNAs) emerge as pivotal post-transcriptional gene regulators, exerting substantial impact on diverse pathological and physiological pathways. This comprehensive review encapsulates our current understanding of the intricate regulatory nexus between NMD and miRNAs, with particular emphasis on the essential role played by UPF3B in neurodevelopment. Additionally, we bring out the significance of the 3'-untranslated region (3'-UTR) as the molecular bridge connecting NMD and miRNA-mediated gene regulation. Furthermore, we provide an in-depth exploration of diverse computational tools tailored for the prediction of potential miRNA targets. To complement these computational approaches, we delineate experimental techniques designed to validate predicted miRNA-mRNA interactions, empowering readers with the knowledge necessary to select the most appropriate methodology for their specific research objectives.

miR-6893-3p is a bonafide negative regulator of splicing activator, RNPS1.

RNA-binding protein with serine-rich domain 1, RNPS1, is a global guardian of splicing fidelity and has implications in cervical cancer cell progression. We previously observed elevated RNPS1 expression in cervical cancer cells compared to normal cells. To understand the mechanisms that lead to the dysregulation of RNPS1 expression in cervical cancer cells, we focused on microRNAs. Using an in silico approach, we predicted potential miRNA candidates targeting RNPS1. Among the candidate miRNAs, we found miR-6893-3p as a potential regulator of RNPS1 expression. Interestingly, the expression of miR-6893-3p is downregulated in cervical cancer cells compared to normal cells and its level is negatively correlated with the expression of RNPS1. Further, qPCR, Western blot analysis, and luciferase reporter assay confirmed that miR-6893-3p negatively regulates RNPS1 in HeLa cells. In this regard, overexpression of miR-6893-3p suppresses the endogenous mRNA and protein levels of RNPS1 in HeLa cells. Further investigation revealed that miR-6893-3p mediated regulation of RNPS1 is dependent on the binding of miR-6893-3p to a microRNA response element in the 3'UTR of RNPS1 mRNA. Furthermore, mechanistic analysis showed that targeted negative regulation of RNPS1 by miR-6893-3p occurs via enhanced mRNA degradation. Collectively, our findings establish miR-6893-3p as an important player in the post-transcriptional regulation of RNPS1 in HeLa cells. Supplementary Information: The online version contains supplementary material available at 10.1007/s13205-023-03761-2.

Serine-rich domain of RNPS1 functions in activation of alternative splicing.

RNA-binding protein with serine-rich domain 1 (RNPS1) gets deposited on the mRNA during the process of splicing and concomitantly associates with the exon junction complex (EJC). RNPS1 participates in post-transcriptional gene regulation, including constitutive and alternative splicing, transcriptional regulation and nonsense-mediated mRNA decay. In this study, we found that the tethering of RNPS1 or its isolated serine-rich domain (S domain) causes exon inclusion of an HIV-1 splicing substrate. In contrast, overexpressing the RRM domain of RNPS1 acts in a dominant negative manner and leads to the exon skipping of endogenous apoptotic pre-mRNAs (Bcl-X and MCL-1). Further, tethering of core EJC proteins, eIF4A3, MAGOH, or Y14, does not lead to exon inclusion of an HIV substrate. Together, our results demonstrate how RNPS1 and its domains are differentially involved in alternative splicing activity.

Multifaceted roles of MAGOH Proteins.

MAGOH and MAGOHB are paralog proteins that can substitute each other in the exon junction complex (EJC). The EJC is formed of core components EIF4A3, RBM8A, and MAGOH/MAGOHB. As a part of the EJC, MAGOH proteins are required for mRNA splicing, export, translation and nonsense-mediated mRNA decay (NMD). MAGOH is also essential for embryonic development and normal cellular functioning. The haploinsufficiency of MAGOH results in disorders such as microcephaly and cancer. The present review discusses the discovery of MAGOH, its paralog MAGOHB, their roles in cellular function as part of the EJC, and other cellular roles that are not directly associated with mRNA processing. We also discuss how MAGOH haploinsufficiency in cancer cells can be exploited to develop a novel targeted cancer treatment.

RNPS1 functions as an oncogenic splicing factor in cervical cancer cells.

Numerous recent studies suggest that cancer-specific splicing alteration is a critical contributor to the pathogenesis of cancer. RNA-binding protein with serine-rich domain 1, RNPS1, is an essential regulator of the splicing process. However, the defined role of RNPS1 in tumorigenesis still remains elusive. We report here that the expression of RNPS1 is higher in cervical carcinoma samples from The Cancer Genome Atlas (TCGA-cervical squamous cell carcinoma and endocervical adenocarcinoma) compared to the normal tissues. Consistently, the expression of RNPS1 was high in cervical cancer cells compared to a normal cell line. This study shows for the first time that RNPS1 promotes cell proliferation and colony-forming ability of cervical cancer cells. Importantly, RNPS1 positively regulates migration-invasion of cervical cancer cells. Intriguingly, depletion of RNPS1 increases the chemosensitivity against the chemotherapeutic drug doxorubicin in cervical cancer cells. Further, we characterized the genome-wide isoform switching stimulated by RNPS1 in cervical cancer cell. Mechanistically, RNA-sequencing analysis showed that RNPS1 regulates the generation of tumor-associated isoforms of key genes, particularly Rac1b, RhoA, MDM4, and WDR1, through alternative splicing. RNPS1 regulates the splicing of Rac1 pre-mRNA via a specific alternative splicing switch and promotes the formation of its tumorigenic splice variant, Rac1b. While the transcriptional regulation of RhoA has been well studied, the role of alternative splicing in RhoA upregulation in cancer cells is largely unknown. Here, we have shown that the knockdown of RNPS1 in cervical cancer cells leads to the skipping of exons encoding the RAS domain of RhoA, consequently causing decreased expression of RhoA. Collectively, we conclude that the gain of RNPS1 expression may be associated with tumor progression in cervical carcinoma. RNPS1-mediated alternative splicing favors an active Rac1b/RhoA signaling axis that could contribute to cervical cancer cell invasion and metastasis. Thus, our work unveils a novel role of RNPS1 in the development of cervical cancer.

Molecular cloning, expression and generation of a polyclonal antibody specific for RNPS1.

BACKGROUND: RNA-binding protein with serine-rich domain 1 (RNPS1) is a member of a splicing-dependent mega Dalton protein complex or exon junction complex (EJC). During splicing, RNPS1 acts as a protector of global transcriptome integrity by suppressing the usage of cryptic splice sites. Additionally, RNPS1 functions in almost all stages of mRNA metabolism, including constitutive splicing, alternative splicing, translation and nonsense-mediated mRNA decay (NMD). The aim of the present study was to generate a highly specific polyclonal antibody against human RNPS1. METHODS AND RESULTS: A plasmid, pHis-TEV-RNPS1, has been constructed to overexpress recombinant RNPS1 (22-305 amino acids) by cloning the nucleotide sequence downstream of an N-terminal His-tag in the parent plasmid pHis-TEV. The recombinant plasmid was then transformed into Rosetta and expression was induced using IPTG. The His-tagged RNPS1 protein was purified using Ni-NTA affinity chromatography. The rabbit antiserum was then obtained by immunizing rabbits with the purified recombinant RNPS1 protein. The antiserum was further purified by antigen-immunoaffinity chromatography. The sensitivity and the specificity of the polyclonal antibody were assessed by enzyme-linked immunosorbent assay (ELISA) and knockdown assay. ELISA demonstrated that the antibody has a high binding affinity for RNPS1 and the usable titre is 1:2000. CONCLUSION: The antibody detected RNPS1 in human, mouse cell lines and rat tissue in Western blot. Importantly, the antibody efficiently detected the decrease in RNPS1 expression in siRNA induced knockdown assay, indicating the specificity of the antibody. The polyclonal antibody against RNPS1 will be a useful tool for performing further functional studies on RNPS1.

SpliceViNCI: Visualizing the splicing of non-canonical introns through recurrent neural networks.

Most of the current computational models for splice junction prediction are based on the identification of canonical splice junctions. However, it is observed that the junctions lacking the consensus dimers GT and AG also undergo splicing. Identification of such splice junctions, called the non-canonical splice junctions, is also essential for a comprehensive understanding of the splicing phenomenon. This work focuses on the identification of non-canonical splice junctions through the application of a bidirectional long short-term memory (BLSTM) network. Furthermore, we apply a back-propagation-based (integrated gradient) and a perturbation-based (occlusion) visualization techniques to extract the non-canonical splicing features learned by the model. The features obtained are validated with the existing knowledge from the literature. Integrated gradient extracts features that comprise contiguous nucleotides, whereas occlusion extracts features that are individual nucleotides distributed across the sequence.

Functional roles of human Up-frameshift suppressor 3 (UPF3) proteins: From nonsense-mediated mRNA decay to neurodevelopmental disorders.

Nonsense-mediated mRNA decay (NMD) is a post-transcriptional quality control mechanism that eradicates aberrant transcripts from cells. Aberrant transcripts are recognized by translating ribosomes, eRFs, and trans-acting NMD factors leading to their degradation. The trans-factors are conserved among eukaryotes and consist of UPF1, UPF2, and UPF3 proteins. Intriguingly, in humans, UPF3 exists as paralog proteins, UPF3A, and UPF3B. While UPF3 paralogs are traditionally known to be involved in the NMD pathway, there is a growing consensus that there are other critical cellular functions beyond quality control that are dictated by the UPF3 proteins. This review presents the current knowledge on the biochemical functions of UPF3 paralogs in diverse cellular processes, including NMD, translation, and genetic compensation response. We also discuss the contribution of the UPF3 paralogs in development and function of the central nervous system and germ cells. Furthermore, significant advances in the past decade have provided new perspectives on the implications of UPF3 paralogs in neurodevelopmental diseases. In this regard, genome- and transcriptome-wide sequencing analysis of patient samples revealed that loss of UPF3B is associated with brain disorders such as intellectual disability, autism, attention deficit hyperactivity disorder, and schizophrenia. Therefore, we further aim to provide an insight into the brain diseases associated with loss-of-function mutations of UPF3B.

Using the Chou's 5-steps rule to predict splice junctions with interpretable bidirectional long short-term memory networks.

Neural models have been able to obtain state-of-the-art performances on several genome sequence-based prediction tasks. Such models take only nucleotide sequences as input and learn relevant features on their own. However, extracting the interpretable motifs from the model remains a challenge. This work explores various existing visualization techniques in their ability to infer relevant sequence information learnt by a recurrent neural network (RNN) on the task of splice junction identification. The visualization techniques have been modulated to suit the genome sequences as input. The visualizations inspect genomic regions at the level of a single nucleotide as well as a span of consecutive nucleotides. This inspection is performed based on the modification of input sequences (perturbation based) or the embedding space (back-propagation based). We infer features pertaining to both canonical and non-canonical splicing from a single neural model. Results indicate that the visualization techniques produce comparable performances for branchpoint detection. However, in the case of canonical donor and acceptor junction motifs, perturbation based visualizations perform better than back-propagation based visualizations, and vice-versa for non-canonical motifs. The source code of our stand-alone SpliceVisuL tool is available at https://github.com/aaiitggrp/SpliceVisuL.

SpliceVec: Distributed feature representations for splice junction prediction.

Identification of intron boundaries, called splice junctions, is an important part of delineating gene structure and functions. This also provides valuable insights into the role of alternative splicing in increasing functional diversity of genes. Identification of splice junctions through RNA-seq is by mapping short reads to the reference genome which is prone to errors due to random sequence matches. This encourages identification of splicing junctions through computational methods based on machine learning. Existing models are dependent on feature extraction and selection for capturing splicing signals lying in the vicinity of splice junctions. But such manually extracted features are not exhaustive. We introduce distributed feature representation, SpliceVec, to avoid explicit and biased feature extraction generally adopted for such tasks. SpliceVec is based on two widely used distributed representation models in natural language processing. Learned feature representation in form of SpliceVec is fed to multilayer perceptron for splice junction classification task. An intrinsic evaluation of SpliceVec indicates that it is able to group true and false sites distinctly. Our study on optimal context to be considered for feature extraction indicates inclusion of entire intronic sequence to be better than flanking upstream and downstream region around splice junctions. Further, SpliceVec is invariant to canonical and non-canonical splice junction detection. The proposed model is consistent in its performance even with reduced dataset and class-imbalanced dataset. SpliceVec is computationally efficient and can be trained with user-defined data as well.

Multifaceted Regulation of Gene Expression by the Apoptosis- and Splicing-Associated Protein Complex and Its Components.

The differential deposition of RNA-binding proteins (RBPs) on pre-mRNA mediates the processes of gene expression. One of the complexes containing RBPs that play a crucial part in RNA metabolism is the apoptosis-and splicing-associated protein (ASAP) complex. In this review, we present a summary of the structure of ASAP complex and its localization. Also, we discuss the findings by different groups on various functions of the subunits of the ASAP complex in RNA metabolism. The subunits of the ASAP complex are RNPS1, Acinus and SAP18. Originally, the ASAP complex was thought to link RNA processing with apoptosis. Further studies have shown the role of these components in RNA metabolism of cells, including transcription, splicing, translation and nonsense-mediated mRNA decay (NMD). In transcription, RNPS1 is involved in preventing the formation of R-loop, while Acinus and SAP18 suppress transcription with the help of histone deacetylase. On the one hand, individual components of the ASAP complex, namely RNPS1 and Acinus act as splicing activators, whereas on the other hand, in-vitro assay shows that the ASAP complex behaves as splicing repressor. In addition, the individual members of the ASAP complex associates with the exon junction complex (EJC) to play roles in splicing and translation. RNPS1 increases the translation efficiency by participating in the 3'end processing and polysome association of mRNAs. Similarly, during NMD RNPS1 aids in the recruitment of decay factors by interacting with EJC.

Pythium campanulatum sp. nov., isolated from the rhizosphere of maize, its taxonomy, ITS region of rDNA, and comparison with related species.

Pythium campanulatum sp. nov. was isolated from some soil samples taken in the rhizosphere of maize (Zea mays) in north-eastern India. This species is characterized by the absence of zoospores and sporangia, antheridial branches wrapping around the oogonia leaving one to two campanulate antheridial cells after fertilization, and aplerotic oospores. The ITS region of its rDNA is comprised of 922 bases. This oomycete is closely related to Pythium orthogonon, Pythium nunn and Pythium toruloides. However, it has its own characteristic features and is completely devoid of zoospores. Taxonomic description of this new species and its comparison with related oomycetes, together with the sequence of the PCR-amplified internal transcribed region (spacers ITS1, ITS2, and the gene 5.8S) of its rDNA are given here.

ITS region of the rDNA of Pythium rhizosaccharum sp. nov. isolated from sugarcane roots: taxonomy and comparison with related species.

Pythium rhizosaccharum (F-1244) was isolated from soil samples taken in the rhizosphere of sugarcane (Saccharum officinarum) in the north-eastern India. This species is characterized by its smooth-walled, spherical sporangia and rarely formed sexual structures. When formed, the antheridial branches wrap around the oogonia and soon disappear after fertilization. The internal transcribed spacer (ITS) region of its rDNA is comprised of 904 bases. The taxonomical description of this new species and its comparison with related species are given here, together with the nucleotide sequences of the ITS1 and ITS2, and the 5.8S gene of its ribosomal nuclear DNA.