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Vishwakarma, S.

Publications and source records attributed to Vishwakarma, S..

9 recordsLinked to original sources

Satb1 integrates cohesin mediated genome organization and transcriptional regulation during T cell development

Three-dimensional (3D) genome folding, which is highly cell type-specific, plays a crucial role in orchestrating spatiotemporal gene expression. Although factors such as CTCF have been extensively studied in the hierarchical regulation of 3D chromatin organization, the mechanisms driving dynamic genome folding during T cell fate transitions remain incompletely defined. In this study, we reveal that Satb1, a chromatin organizer enriched in the T cell lineage, co-occupies genomic regions with the cohesin complex and Ctcf in double-positive (DP) thymocytes, where chromatin interactions are notably increased. We show that Satb1 physically interacts with the cohesin subunit Smc1a, and its deletion results in aberrant Smc1a binding and reduced chromatin contacts at sites co-occupied by Satb1 and cohesin. In both DP and immature CD4 single-positive (SP) T cells, Satb1 is essential for proper T cell activation and cytokine signaling. At the Cd3 locus, Satb1 and cohesin collaboratively regulate gene expression, with Satb1 loss leading to disrupted Smc1a occupancy and compromised chromatin interactions. Furthermore, Satb1 shows in vitro properties consistent with liquid-liquid phase separation, and disease-associated mutations impair these properties. Together, our findings uncover a molecular mechanism in which Satb1 facilitates chromatin looping through direct interaction with the cohesin complex and its ability to form nuclear condensates, thereby governing transcriptional regulation during T cell development.

immunology↗

ERF transcription factor regulons underpin growth-defence trade-off under acute heat stress in rice seedlings

O_LIRice, a staple cereal crop, faces significant threats from rising temperatures, affecting all growth stages including early seedling establishment. Despite being critical in determining overall growth and productivity, response to heat stress during the early seedling stage remains understudied. This research aimed to assess the impact of acute heat stress on rice seedlings and unravel underlying molecular mechanisms. C_LIO_LIRice seedlings were exposed to varying intensities and durations of heat stress to determine a critical threshold affecting growth. To elucidate the transcription factor (TF)-mediated regulatory mechanisms and their functional interactome in response to stress, transcriptomic analysis of shoots and roots exposed to acute heat stress was performed. C_LIO_LITranscriptome analysis unveiled a comprehensive TF-target regulatory map for shoots and roots, potentially involved in the modulation of growth-defence trade-off in response to acute heat stress. Ethylene Responsive Factors (ERFs) emerged as central regulators, with phytohormones ethylene and jasmonic acid acting as upstream modulators. Pre-treatment with these phytohormones alleviated the adverse effects of heat stress. C_LIO_LIThis study uncovers key molecular mechanisms governing rice seedling responses to acute heat stress involving ERFs-hormonal interactions. Modulating these core regulators presents a promising strategy to enhance heat resilience, addressing global food security amid rising temperatures. C_LI

plant biology↗

Machine Learning-Based Drug Response Prediction Identifies Novel Therapeutic Candidates for Colorectal Cancer Cell Line KM-12

One major hurdle in the discovery of new drugs is the limited capacity of traditional screening methods to efficiently explore the immense space of drug candidates. To bypass this difficulty, computational approaches such as virtual screening (VS) have been developed supported by Machine Learning (ML) models to predict the activities of drug-like molecules on a given target. We developed a ML model for VS of a library of 25 million highly-diverse synthesis-on-demand molecules against the KM-12 colorectal cancer (CRC) cell line. By combining different biological readouts, we discovered compounds with a novel chemical scaffold, not yet described in the context of CRC, with either a prominent cytotoxic or cytostatic effect. This finding underpins the strength of our ML-guided VS protocol in discovering promising CRC drug leads triggering altered biological responses.

cancer biology↗

Small molecule targeting of FBXO21 mediated p85αubiquitylation in acute myeloid leukemia

PI3K inhibitors that target the catalytic sub-unit p110 are used in cancer therapy to inhibit overactive PI3K signaling pathway. However, their clinical use is limited by severe adverse effects and development of resistance, highlighting the need for further research on regulation of the PI3K pathway. We have identified that FBXO21 ubiquitinates regulatory PI3K subunit p85, and silencing of FBXO21 inhibits canonical PI3K signaling. To target FBXO21, we developed a small molecule designed to interfere with substrate:ligase interaction. Our novel small molecule effectively blocks p85 ubiquitination leading to decreased PI3K pathway activation and cell death in acute myeloid leukemia (AML). Moreover, our studies demonstrate selectivity for AML cells over healthy counterparts, and elimination of AML in vivo, emphasizing FBXO21s potential as a promising therapeutic target for AML. Targeting substrate:ligase interactions provide new avenues for drug discovery that may enhance the efficacy of current therapies and benefits for improving patient outcomes. STATEMENT OF SIGNIFICANCEOur studies highlight the potential of the ubiquitin E3 ligase FBXO21 as an alternative therapeutic target for the PI3K signaling pathway, not only in AML but in cancers with aberrant PI3K signaling.

cancer biology↗

Comparative vitreous proteomic profiling of proliferative diabetic retinopathy and diabetic with no-retinopathy subjects implicates impaired autophagy in DR pathogenesis

PurposeDiabetic retinopathy (DR) is a neurovascular complication of diabetes (DM) causing the loss of neurons (ganglion cells) in the retina. The disease etiology and potential pathogenic mechanisms in this disease remains unclear. In the present study, we aimed to further understand the key and novel pathogenic mechanisms involved in DR pathogenesis by taking cues from our global proteomics data. MethodologyThe study was approved by the institutional review board (IRB) of LVPEI, Hyderabad, India. Vitreous humour samples (PDR; n=3, DM; n=3, Control; n=3) were collected from patients undergoing vitrectomy and subjected to LC-MS-MS analysis. The acquired raw data were searched against the human vitreous proteome and was further analysed by various bioinformatic and proteomic tools. Western blotting and IHC was performed to validate crucial pathways. Blood samples from patients (DM, PDR & NPDR) and controls (n=50); cadaveric retinas from diabetic and non-diabetic donors (n=10) and epiretinal membranes (ERM, n=10) from DR cases and controls were collected and RNA was isolated. Quantitative expression of genes involved in autophagy were performed. CT was compared across different categories and significance estimated using a student t-test. ResultA total of 1079 proteins were identified with 16 completely novel proteins in eye proteome. Top pathways identified were autophagy, inflammation, LXR/RXR activation (lipid metabolism), ROS generation by macrophages, apoptosis and protein degradation. Regulatory proteins identified were associated with cell death, phagocytic activation, angiogenesis and apoptosis. Autophagy inducers such as ROS was found to be accumulated in the DR vitreous. TREM2, microglial receptor was identified as a novel protein in PDR vitreous. The expression of TREM2, an autophagy-associated gene was significantly (p-value = 0.05) upregulated in all categories as compared to control (NDM and/or NDM/No-DR). TREM2 protein also seemed to colocalise with microglial marker F4/80 in retinal tissues and intense expression was observed near the blood vessels in case of PDR retina. Other autophagy-associated markers were also differentially regulated in DR as compared to controls. ConclusionThis study emphasises on the strong role of autophagy pathways and its associated genes in the development of DR.

genomics↗

Graph neural networks best guide phenotypic virtual screening on cancer cell lines

Artificial intelligence is increasingly driving early drug design, offering novel approaches to virtual screening. Phenotypic virtual screening (PVS) aims to predict how cancer cell lines respond to different compounds by focusing on observable characteristics rather than specific molecular targets. Some studies have suggested that deep learning may not be the best approach for PVS. However, these studies are limited by the small number of tested molecules as well as not employing suitable performance metrics and dissimilar-molecules splits better mimicking the challenging chemical diversity of real-world screening libraries. Here we prepared 60 datasets, each containing approximately 30,000 to 50000 molecules tested for their growth inhibitory activities on one of the NCI-60 cancer cell lines. We evaluated the performance of five machine learning algorithms for PVS on these 60 problem instances. To provide a comprehensive evaluation, we employed two model validation types: the random split and the dissimilar-molecules split. The models were primarily evaluated using hit rate, a more suitable metric in VS contexts. The results show that all models are more challenged by test molecules that are substantially different from those in the training data. In both validation types, the D-MPNN algorithm, a graph-based deep neural network, was found to be the most suitable for building predictive models for this PVS problem.

bioinformatics↗

Counting the paternal founders of Austroasiatic speakers associated with the language dispersal in South Asia

The phylogenetic analysis of Y chromosomal haplogroup O2a-M95 was crucial to determine the nested structure of South Asian branches within the larger tree, predominantly present in East and Southeast Asia. However, it had previously been unclear how many founders brought the haplogroup O2a-M95 to South Asia. On the basis of the updated Y chromosomal tree for haplogroup O2a-M95, we analysed 1,437 male samples from South Asia for various downstream markers, carefully selected from the extant phylogenetic tree. With this increased resolution, we were able to identify at least three founders downstream to haplogroup O2a-M95 who are likely to have been associated with the dispersal of Austroasiatic languages to South Asia. The fourth founder was exclusively present amongst Tibeto-Burman speakers of Manipur and Bangladesh. In sum, our new results suggest the arrival of Austroasiatic languages in South Asia during last five thousand years.

evolutionary biology↗

A systematic investigation on the involvement of complement pathway in diabetic retinopathy

BackgroundComplement system play a crucial role in retinal homeostasis. Several proteomic studies have shown deposition of complement protein in ocular tissues from diabetic retinopathy, however, their exact involvement in pathogenesis of DR remains unclear.\n\nMethodsWe evaluated major complement pathway proteins in the classical and alternative pathway including C1q, C4b, C3, CFB and CFH in vitreous humor and serum samples from PDR patients and controls by western blotting. Quantitative real time (QRT) PCR was done for PDR, NPDR and no-DM controls for correlating the expression of several key pro and anti -angiogenic genes with their correspondingprotein levels. Inflammation in the vitreous humor samples was assessed by ELISA and metalloproteinase activity measured by gelatin zymography. Glial activation and its association with complement activation in diabetic eyes was assessed by immunohistochemistry.\n\nResultsA significant increase in C3 proteins, its activated fragment C3b (110kDa) along with a concurrent up regulation of CFH was observed for PDR vitreous. QRT identified a significant upregulation of angiogenic genes and downregulation of antiangiogenic genes in PDR and NPDR cases. PDR vitreous had increased MMP9 activity and upregulation of inflammatory markers IL8, sPECAM and down regulation of anti-inflammatory marker IL-10. Increased C3 deposition and CFH upregulation were observed in DM retina. CFH was found co-localizing with CD11b+ve activated microglial cells in inner nuclear layer of DM retina.\n\nConclusionsThe present study confirms increased activation of alternative complement pathway in PDR. The co-localization of CFH in CD11b +ve cells further suggests microglia as a source of CFH in diabetic retina. Increased CFH levels could be a feedback mechanism for arresting excessive complement activation DR eyes.

immunology↗

The Complete Chloroplast Genome of Dendrobium nobile, an endangered medicinal orchid from Northeast India and its comparison with related chloroplast genomes of Dendrobium species.

The medicinal orchid genus Dendrobium belonging to the Orchidaceae family is the largest genus comprising about 800-1500 species. To better illustrate the species status in the genus Dendrobium, a comparative analysis of 33 newly sequenced chloroplast genomes retrieved from NCBI Refseq database was compared with that of the first complete chloroplast genome of D. nobile from north-east India based on next-generation sequencing methods (Illumina HiSeq 2500-PE150). Our results provide comparative chloroplast genomic information for taxonomical identification, alignment-free phylogenomic inference and other statistical features of Dendrobium plastomes, which can also provide valuable information on their mutational events and sequence divergence.

evolutionary biology↗