Biology subjects

Venkataramanan, S.

Publications and source records attributed to Venkataramanan, S..

6 recordsLinked to original sources

bioRxiv2023

Identification of Hub Genes and Functional Annotation of Glaucoma Using Bioinformatic Analysis

Glaucoma is a common eye condition that damages the optic nerve, leading to vision loss and potential blindness if not treated. It affects around 80 million people worldwide and is a major cause of irreversible blindness. This study aims to identify key genes and their functions in glaucoma using bioinformatic analysis. The research follows a five-step approach, including data retrieval, processing, identification of differentially expressed genes (DEGs), protein interaction analysis, functional enrichment analysis, and identification of hub genes. Three GSE datasets (GSE 4316, GSE 53985, and GSE 7144) were selected, resulting in a total of 632 upregulated and 625 downregulated genes. Analysis using the DAVID server revealed significant biological processes related to gene regulation, transcription, and cell adhesion. The protein networks for upregulated and downregulated genes consisted of 581 nodes and 1713 edges, and 575 nodes and 2428 edges, respectively. The Cytohubba plugin identified 10 significant genes for each group. The upregulated genes included PTPRC, INS, SRC, CXCR, FN1, TNF, ACTB, AKT1, ALB, and PECAM1, while the downregulated genes included VEGFA, FN1, TP53, ACTB, AKT1, CCND1, CTNNB1, MYC, CD44, and EGFR. These findings enhance our understanding of glaucomas molecular biology and provide valuable insights for prognosis prediction and the development of treatments and medications.

bioinformatics↗

bioRxiv2023

A ubiquitous GC content signature underlies multimodal mRNA regulation by DDX3X

The road from transcription to protein synthesis is paved with many obstacles, allowing for several modes of post-transcriptional regulation of gene expression. A fundamental player in mRNA biology is DDX3X, an RNA binding protein that canonically regulates mRNA translation. By monitoring dynamics of mRNA abundance and translation following DDX3X depletion, we observe stabilization of translationally suppressed mRNAs. We use interpretable statistical learning models to uncover GC content in the coding sequence as the major feature underlying RNA stabilization. This result corroborates GC content-related mRNA regulation detectable in other studies, including hundreds of ENCODE datasets and recent work focusing on mRNA dynamics in the cell cycle. We provide further evidence for mRNA stabilization by detailed analysis of RNA-seq profiles in hundreds of samples, including a Ddx3x conditional knockout mouse model exhibiting cell cycle and neurogenesis defects. Our study identifies a ubiquitous feature underlying mRNA regulation and highlights the importance of quantifying multiple steps of the gene expression cascade, where RNA abundance and protein production are often uncoupled.

genomics↗

bioRxiv2020

DDX3X and DDX3Y are redundant in protein synthesis

DDX3 is a DEAD-box RNA helicase that regulates translation and is encoded by the X- and Y-linked paralogs DDX3X and DDX3Y. While DDX3X is ubiquitously expressed in human tissues and essential for viability, DDX3Y is male-specific and shows lower and more variable expression than DDX3X in somatic tissues. Heterozygous genetic lesions in DDX3X mediate a class of developmental disorders called DDX3X syndrome, while loss of DDX3Y is implicated in male infertility. One possible explanation for female-bias in DDX3X syndrome is that DDX3Y encodes a polypeptide with different biochemical activity. In this study, we use ribosome profiling and in vitro translation to demonstrate that the X- and Y-linked paralogs of DDX3 play functionally redundant roles in translation. We find that transcripts that are sensitive to DDX3X depletion or mutation are rescued by complementation with DDX3Y. Our data indicate that DDX3X and DDX3Y proteins can functionally complement each other in human cells. DDX3Y is not expressed in a large fraction of the central nervous system. These findings suggest that expression differences, not differences in paralog-dependent protein synthesis, underlie the sex-bias of DDX3X-associated diseases.

molecular biology↗

bioRxiv2020

Control of ribosomal protein synthesis by Microprocessor complex

Ribosome biogenesis in eukaryotes requires stoichiometric production and assembly of 80 ribosomal proteins (RPs) and 4 ribosomal RNAs, and its rate must be coordinated with cellular growth. The indispensable regulator of RP biosynthesis is the 5-terminal oligopyrimidine (TOP) motif, spanning the transcription start site of all RP genes. Here we show that the Microprocessor complex, previously linked to the first step of processing microRNAs (miRNAs), coregulates RP expression by binding the TOP motif of nascent RP mRNAs and stimulating transcription elongation via resolution of DNA/RNA hybrids. Cell growth arrest triggers nuclear export and degradation of the Microprocessor protein Drosha by the E3 ubiquitin ligase Nedd4, accumulation of DNA/RNA hybrids at RP gene loci, decreased RP synthesis, and ribosome deficiency, hence synchronizing ribosome production with cell growth. Conditional deletion of Drosha in erythroid progenitors phenocopies human ribosomopathies, in which ribosomal insufficiency leads to anemia. Outlining a miRNA-independent role of the Microprocessor complex at the interphase between cell growth and ribosome biogenesis offers a new paradigm by which cells alter their protein biosynthetic capacity and cellular metabolism.

molecular biology↗

bioRxiv2019

DDX3 depletion selectively represses translation of structured mRNAs

DDX3 is an RNA chaperone of the DEAD-box family that regulates translation. Ded1, the yeast ortholog of DDX3, is a global regulator of translation, whereas DDX3 is thought to preferentially affect a subset of mRNAs. However, the set of mRNAs that are regulated by DDX3 are unknown, along with the relationship between DDX3 binding and activity. Here, we use ribosome profiling, RNA-seq, and PAR-CLIP to define the set of mRNAs that are regulated by DDX3 in human cells. We find that while DDX3 binds highly expressed mRNAs, depletion of DDX3 particularly affects the translation of a small subset of the transcriptome. We further find that DDX3 binds a site on helix 16 of the human ribosome, placing it immediately adjacent to the mRNA entry channel. Translation changes caused by depleting DDX3 levels or expressing an inactive point mutation are different, consistent with different association of these genetic variant types with disease. Taken together, this work defines the subset of the transcriptome that is responsive to DDX3 inhibition, with relevance for basic biology and disease states where DDX3 is altered.

molecular biology↗

bioRxiv2018

The nuclear RNAi factor, NRDE2, prevents the accumulation of DNA damage during mitosis in stressful growth conditions

Organisms have evolved multiple mechanisms to prevent and repair DNA damage to protect the integrity of the genome, particularly under stressful conditions. Unrepaired DNA damage leads to genomic instability, aneuploidy, and an increased risk for cancer. Before the cell can divide, it must repair damaged DNA and it is thought that this process requires global silencing of most transcription. In C. elegans, NRDE-2, in complex with other nuclear factors and guided by small RNA, directs heterochromatin formation and transcriptional silencing of targeted genes. Additionally, when C. elegans are cultivated at high temperatures, NRDE-2 is required to maintain germ line immortality. However, the role of NRDE-2 in maintaining the physical integrity of the genome is not understood. We show here that loss of NRDE2 in either nematode or human cells induces the accumulation of DNA damage specifically under conditions of stress, such as cultivation at a high temperature in C. elegans or Aurora B Kinase oncogenic overexpression in the MCF10A epithelial breast cell line. In addition, we found that NRDE2 interacts with {beta}-actin in unstressed mammalian cells. This interaction is dramatically reduced upon DNA damage. The oligomerization state of nuclear actin alters its association with targets, which in turn, regulates their function. Monomeric nuclear actin binds to heterochromatin remodeling factors and transcriptional activators while filamentous actin has been implicated in DNA repair processes. Here we show that NRDE2 associates with actin only when DNA is intact and the bulk of nuclear actin is monomeric. Thus, NRDE2 may dissociate from actin when it becomes filamentous as a result of DNA damage. This implies that, NRDE2, in its role as a heterochromatin factor, binds to monomeric actin, protecting the genome from DNA damage in stressful conditions. In this way, heterochromatin factors may associate with the actin dependent DNA repair process to allow appropriate mitotic progression and maintain genomic integrity.

cell biology↗