Biology subjects

Jha, V.

Publications and source records attributed to Jha, V..

5 recordsLinked to original sources

bioRxiv2026

Sanjeevani: A manually curated anti-cancerous phytochemical database integrated with downstream analysis tools.

BackgroundCancer continues to pose a massive global health burden. While plant-derived phytochemicals offer promising therapeutic leads, existing natural product databases often lack cancer specificity, dataset downloadability, and integrated screening tools. MethodsWe developed Sanjeevani, an integrative web platform cataloguing 4,823 curated anticancer phytochemicals. Using a balanced dataset of 9,646 molecules, we trained Support Vector Machine (SVM), Random Forest, and K-Nearest Neighbours classifiers using a hybrid feature representation of RDKit descriptors and 2048-bit ECFP4 fingerprints. The platform also integrates AutoDock Vina for web-based molecular docking for binding affinity, poses prediction and ADMET-AI for pharmacokinetics estimation. ResultsThe SVM model demonstrated the strongest predictive capability, achieving a top test accuracy of 0.966 and a ROC-AUC of 0.992. Benchmarking across five docking tools confirmed that AutoDock Vina successfully balanced computational automation with literature-consistent binding affinity replication. The final architecture provides rapid interactive 2D/3D visualizations integrated with downstream analysis tools. ConclusionSanjeevani provides an open-access, one-stop pipeline that bridges the gap between raw natural product data and actionable computational screening, accelerating natural product-based oncology drug discovery. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=80 SRC="FIGDIR/small/732344v1_ufig1.gif" ALT="Figure 1"> View larger version (17K): org.highwire.dtl.DTLVardef@77183borg.highwire.dtl.DTLVardef@d7e465org.highwire.dtl.DTLVardef@1d3dfd7org.highwire.dtl.DTLVardef@10cc94d_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioinformatics↗

bioRxiv2023

Brightest path tracing: A Python package to trace the brightest path in 2D and 3D images.

Brightest path tracing is a widely used image processing technique in several fields including biology, geography, and geology. However, despite the availability of many image processing libraries in Python, few offer an out-of-the-box implementation of a bright-est path tracing algorithm. This paper presents a Python package, brightest-path-lib, that efficiently finds the path with maximum brightness between points in a 2D or 3D image. An example graphical user interface is provided as a Napari plugin. Taken together, the package and plugin provide a powerful and extensible tool for users to efficiently trace structures of interest in 2D or 3D images, regardless of the type of structure being analyzed.

bioinformatics↗

bioRxiv2023

Computational and experimental hunt for expansion prone tandem CNG repeats in human genomes

IntroductionSpinocerebellar ataxias (SCA) are a group of clinically and genetically heterogeneous neurodegenerative disorders. Tandem repeat expansion is the pathogenic mutation in most of SCA cases. The pathophysiology of SCAs is still not completely defined due to the lack of genetic mutation in around 50% of cases worldwide. These uncharacterized cases must be genetically diagnosed for a better understanding and future treatment purposes. In this study, we tried a combination of computational and experimental approaches to find out novel CNG repeat loci that may be associated with SCAs. MethodologyWe investigate the human reference genome (hg-37) to find out all the possible CNG repeats present in more than 3 continuous uninterrupted units and annotated their functional locations. For experiment purposes, we targeted 52 loci from exonic and UTR regions and screened them in our 100 control samples through fragment analysis to know their polymorphic status. All the highly polymorphic loci were further investigated in 100 patient samples to know any large repeat expansion. ResultsThere are 15069 CNG repeat loci present in the human genome. After the examination of 52 loci in the control samples, 19 loci showed a highly polymorphic repeat pattern and were screened in patients. The 1000 genome different population data also suggested the polymorphic status in the available 15 loci data. From the GTEx database, 18 loci proposed the expression in the brain, suggesting any variation in these genes may cause neurological disorders. ConclusionWe tried a different kind of approach to find out tandem repeat expansion mutation in a cost-effective manner. Although we were unable to identify any disease-causing mutation in our patient cohort recently, various studies from different populations of the world have vouched for the genetic changes in these genes like GLS, RAI1, GIPC1, and CNKSR2 resulted in neurological disorders. Moreover, publications on the same identified repeats in GIPC1 for OPMD and GLS for ataxia with developmental delay, confirm the hypothesis to evaluate these repeat loci in different populations and other neurological disorders to identify novel targets.

genetics↗

bioRxiv2020

Alternative Conformations and Motions Adopted by 30S Ribosomal Subunits Visualized by Cryo-Electron Microscopy.

It is only after recent advances in cryo-electron microscopy that is now possible to describe at high resolution structures of large macromolecules that do not crystalize. Purified 30S subunits interconvert between the "active" and "inactive" conformations. The active conformation was described by crystallography in the early 2000s, but the structure of the inactive form at high resolution remains unsolved. Here we used cryo-electron microscopy to obtain the structure of the inactive conformation of the 30S subunit to 3.6[A] resolution and study its motions. In the inactive conformation, three nucleotides at the 3 end of the 16S rRNA cause the region of helix 44 forming the decoding center to adopt an unlatched conformation and the 3 end of the 16S rRNA positions similarly to the mRNA during translation. Incubation of inactive 30S subunits at 42 {degrees}C reverts these structural changes. The position adopted by helix 44 dictates the most prominent motions of the 30S subunit. We found that extended exposures to low magnesium concentrations induces unfolding of large rRNA structural domains. The air-water interface to which ribosome subuints are exposed during sample preparation also peel off some ribosomal proteins. Overall this study provides new insights about the conformational space explored by the 30S ribosomal subunit when the ribosomal particles are free in solution.

molecular biology↗

bioRxiv2019

Origin of a novel CYP20A1 lncRNA through 23 Alu exaptations in the human lineage creates a potential multi-miRNA sponge

BackgroundPrimate-specific Alus contribute to transcriptional novelties in conserved gene regulatory networks. Alu RNAs are present at elevated levels in stress conditions and consequently leads to transcript isoform specific functional role modulating the physiological outcome. One of the possible mechanisms could be Alu nucleated mRNA-miRNA interplay. ResultUsing combination of bioinformatics and experiments, we report a transcript isoform of an orphan gene, CYP20A1 (CYP20A1_Alu-LT) through exaptation of 23 Alus in its 9kb 3UTR. CYP20A1_Alu-LT, confirmed by 3RACE, is an outlier in length and expressed in multiple cell lines. We demonstrate its presence in single nucleus RNA-seq of [~]16000 human cortical neurons (including rosehip neurons). Its expression is restricted to the higher primates. Most strikingly, miRanda predicts [~]4700 miRNA recognition elements (MREs; with threshold< -25kcal/mol) for [~]1000 miRNAs, which have majorly originated within the 3UTR-Alus post exaptation. We hypothesized that differential expression of this transcript could modulate mRNA-miRNA networks and tested it in primary human neurons where CYP20A1_Alu-LT is downregulated during heat shock response and upregulated upon HIV1-Tat treatment. CYP20A1_Alu-LT could possibly function as a miRNA sponge as it exhibits features of a sponge RNA such as cytosolic localization and [≥]10 MREs for 140 miRNAs. Small RNA-seq revealed expression of nine miRNAs that can potentially be sponged by CYP20A1_Alu-LT in neurons. Additionally, CYP20A1_Alu-LT expression was positively correlated (low in heat shock and high in Tat) with 380 differentially expressed genes that contain cognate MREs for these nine miRNAs. This set is enriched in genes involved in neuronal development and hemostasis pathways. ConclusionWe demonstrate a potential role for CYP20A1_Alu-LT as miRNA sponge through preferential presence of MREs within Alus in a transcript isoform specific manner. This highlights a novel component of Alu-miRNA mediated transcriptional modulation leading to physiological homeostasis.

evolutionary biology↗