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Biology subjects

Ahmed, M. F.

Publications and source records attributed to Ahmed, M. F..

6 recordsLinked to original sources

FlexAutoDock: A Flexible Platform for Automated Molecular Docking and Virtual Screening of Natural and Synthetic Compounds

Drug discovery (DD) is a complex, time-consuming, and resource-intensive process that involves the identification of therapeutic targets, selection of bioactive compounds, and extensive experimental validation. The discovery of promising therapeutic compounds from large libraries of phytochemicals and synthetic molecules remains a major challenge in modern drug development. Screening millions of compounds through conventional experimental approaches requires substantial time, cost, and computational resources. In recent years, in- silico molecular docking has emerged as an important computational approach for predicting interactions between small molecules and target proteins, thereby helping researchers prioritize promising compounds for further investigation. Several molecular docking webservers, including iScreen, SwissDock, CB-Dock2, DockThor, and MTiOpenScreen, have been developed to support virtual screening studies. However, many currently available platforms still face some important limitations. Most existing tools lack integrated repositories of medicinal plant-derived phytochemicals and organism-derived bioactive compounds, automated mapping between plants and their associated phytochemicals, and flexible ligand retrieval using chemical names, SMILES strings, PubChem CIDs, or drug names. In addition, many platforms require extensive manual protein and ligand preparation, provide limited support for AlphaFold-predicted protein structures, and lack efficient large-scale multi-target virtual screening. Most existing docking platforms offer limited support for interactive inspection of docked protein-ligand complexes, often requiring users to download the results and analyse them using external molecular visualization software. To address these limitations, we developed FlexAutoDock, an automated cloud-based molecular docking platform that provides a unified environment for protein-ligand docking and large-scale virtual screening. Unlike existing web servers, FlexAutoDock integrates curated repositories of medicinal plant- derived phytochemicals, organism-derived bioactive compounds, and synthetic compounds from the ZINC database while supporting flexible ligand acquisition through medicinal plant or organism selection, chemical names, SMILES strings, PubChem CIDs, and drug-name queries. The platform further streamlines the docking workflow through automated protein structure retrieval from the Protein Data Bank and AlphaFold databases, receptor and ligand preparation, chain-specific protein selection, blind and site-specific docking, interactive visualization of predicted protein-ligand complexes, and scalable multi-target virtual screening. The resulting platform enables rapid, flexible, and large-scale virtual screening while simplifying the molecular docking workflow, providing researchers with an accessible computational resource for accelerating early-stage drug discovery. FlexAutoDock offers a fast, reliable, and accessible computational platform for molecular docking and virtual screening, freely available to the scientific community at http://103.99.177.82:3000/.

bioinformatics↗

Cervicovaginal Dysbiosis in HPV-Negative Women: Metagenomic Evidence Implicates Achromobacter in Female Infertility

The cervicovaginal microbiome is pivotal to reproductive health, yet its dynamics in HPV-negative women with gynaecological disorders remain underexplored. We investigated microbial diversity and taxonomic shifts in HPV-negative women from Bangladesh using 16S rRNA gene sequencing and shotgun metagenomics. Of 224 women screened, 136 were HPV-negative; 29 underwent 16S profiling, and three infertility-associated cases were further analyzed by shotgun metagenomics. Healthy controls exhibited low alpha diversity and a Lactobacillus-dominated profile (98.2%), reflecting ecological stability. In contrast, pathological cases displayed significantly elevated richness and evenness, reduced Lactobacillus (28.0%), and enrichment of anaerobic and opportunistic taxa, including Bifidobacterium (23.4%), Achromobacter (12.9%) and Sneathia (7.5%). Distinct microbial signatures emerged across clinical subgroups: pelvic inflammatory disease was enriched in Bifidobacterium, intra-menstrual bleeding retained moderate Lactobacillus, while infertility exhibited prominent dominance of Achromobacter (45.5%). Shotgun metagenomics confirmed Achromobacter spp. (A. ruhlandii, A. dolens, A. xylosoxidans) as the predominant taxa (84.9%) in infertility cases, accompanied by depletion of protective Lactobacillus. Functional inference revealed conserved metabolic backbones but disease-specific enrichment of stress-response and biosynthetic pathways, particularly in infertility and PID. Co-occurrence network analysis identified condition-specific microbial consortia, with Achromobacter forming infertility-associated clusters. This study represents the first integrated application of amplicon and shotgun metagenomic approaches to profile the cervicovaginal microbiota in HPV-negative women. It identifies Achromobacter as a potential microbial biomarker of infertility and highlights the urgent need for microbiome-informed diagnostics and targeted interventions to restore cervicovaginal homeostasis.

microbiology↗

Genomic characterization and functional insights of multidrug-resistant Klebsiella pneumoniae strain BCSIR-JUMIID

Klebsiella pneumoniae is a prominent opportunistic pathogen associated with multidrug resistance (MDR) and high morbidity and mortality rates in healthcare settings. The emergence of strains resistant to last-resort antibiotics, such as colistin and carbapenems, poses significant therapeutic challenges. This study presents the complete genome analysis of the MDR strain K. pneumoniae BCSIR-JUMIID to elucidate its genetic architecture, resistance mechanisms, and virulence factors. The genome of K. pneumoniae BCSIR-JUMIID, isolated from a pharmaceutical wastewater in Dhaka, Bangladesh, was sequenced using next-generation sequencing technologies. Bioinformatics tools were employed for genome assembly, annotation, and functional analysis. Phylogenetic relationships were established through whole-genome comparisons. Antibiotic resistance genes, virulence factors, and mobile genetic elements were identified using the Comprehensive Antibiotic Resistance Database (CARD), ResFinder-4.5.0, Virulence Factors Database (VFDB), and various phage identification tools. The genome of K. pneumoniae BCSIR-JUMIID consists of 5,769,218 bp with a G+C content of 56.79%, assembled into 343 contigs. A total of 6,062 coding sequences (CDS), including 1,087 hypothetical proteins, 49 tRNA genes, and 4 rRNA genes, were identified. Key loci involved in capsular polysaccharide and O-antigen biosynthesis (KL150, KL107-D1, O3b) were detected. A diverse array of antibiotic resistance genes was uncovered, including those conferring resistance to beta-lactams, quinolones, and colistin. Phage analysis revealed the presence of multiple dsDNA bacteriophages, and CRISPR-Cas systems indicated robust phage defense mechanisms. The genomic analysis of K. pneumoniae BCSIR-JUMIID provides a detailed understanding of its resistance and virulence mechanisms, highlighting its potential for horizontal gene transfer and rapid adaptation. These findings underscore the necessity for continued surveillance and novel therapeutic strategies to combat MDR K. pneumoniae infections effectively.

microbiology↗

Phylogenetic diversity and functional potential of large and cell-associated viruses in the Bay of Bengal

The Bay of Bengal (BoB), the largest bay in the world, provides valuable ecosystem services such as fishing and recreation to millions of people living along its coast and has a significant economic value. The BoB is impacted by various environmental factors such as seasonal monsoons and multiple freshwater inputs, and this region is particularly vulnerable to sea-level rise and increased frequency of devastating cyclones that are predicted to be exacerbated due to global climate change. These factors are also compounded by anthropogenic influences from tourism and development, making it an important ecosystem to understand and study from a global change perspective. Despite its importance, microbial diversity and ecology have remained largely understudied in this region. In this study, we describe the diversity and putative functional importance of large and cell-associated (that is, originating from the cellular size fraction) viruses from two coastal sites in the BoB, with an emphasis on giant viruses and large phages. Sites chosen for this study include Coxs Bazar, a populated beach with multiple freshwater inputs, and Saint Martin Island, a resort island that has considerably less human influence compared to Coxs Bazar. Through metagenomic sequencing, we were able to identify a more abundant and more diverse viral community at Coxs Bazar consisting of many viruses that are indicators of freshwater intrusion and runoff. Overall, 1962 putative phage genome bins were obtained ranging from 10 - 655 kilobase pairs (kbp) in sizes. Of these genomes, 16 from Saint Martin were found to be larger than 100kbp which we deemed "large" phages, and we were able to reconstruct a phylogeny of these large phages using the TerL gene as a marker. This phylogeny revealed clades enriched in large phages and a high diversity of large phage candidates in the Bay of Bengal coast. Protein annotation analysis showed a wide variety of functionality from both sites with more auxiliary metabolic genes (AMGs) found in the Coxs Bazar viral community. Five giant virus (Phylum Nucleocytoviricota) genomes were also reconstructed from Coxs Bazar and identified as belonging to the orders Imitervirales and Pandoravirales. These genomes ranged from 83 - 876 kbp in size and contained a wide range of encoded functionalities. To the best of our knowledge, our study represents the first insights on the phylogenetic and functional diversity of viruses in the Bay of Bengal. These results thus provide an important foundation for further studies on the impact of host-virus interactions on biogeochemical cycles and microbial food web in this understudied marine environment.

microbiology↗

Exploring Microbial Diversity and Functional Potential along the Bay of Bengal Coastline in Bangladesh: Insights from Amplicon Sequencing and Shotgun Metagenomics

Although the Bay of Bengal (BoB) is the worlds largest bay, possessing distinct physiochemical properties, it has garnered little research focus concerning its microbial diversity and ecological importance. Here, we present amplicon (16S and 18S) profiling and shotgun metagenomics data regarding microbial communities from BoBs eastern coast, viz., Saint Martin and Coxs Bazar, Bangladesh. From the 16S sequencing data, Proteobacteria appeared to be the dominant phylum in both locations, with Alteromonas, Methylophaga, Anaerospora, Marivita, and Vibrio dominating in Coxs Bazar and Pseudoalteromonas, Nautella, Marinomonas, Vibrio, and Alteromonas dominating the Saint Martin site. From the 18S sequencing data, Ochrophyta, Chlorophyta, and Protalveolata appeared among the most abundant eukaryotic divisions in both locations, with significantly higher abundance of Choanoflagellida, Florideophycidae, and Dinoflagellata in Coxs Bazar. Functional annotations revealed that the microbial communities in these samples harbor genes for biofilm formation, quorum sensing, xenobiotics degradation, antimicrobial resistance, and a variety of other processes. Together, these results provide the first molecular insight into the functional and phylogenetic diversity of microbes along the BoB coast of Bangladesh and lay the foundation for further in-depth assessment of microbial community dynamics and functional potential in the context of global change in this region.

microbiology↗

Structure of herpes simplex virus pUL7:pUL51, a conserved complex required for efficient herpesvirus assembly

Herpesviruses are an ancient family of highly-prevalent human and animal pathogens that acquire their membrane envelopes in the cytoplasm of infected cells. While multiple conserved viral proteins are known to be required for efficient herpesvirus production, many of these proteins lack identifiable structural homologues and the molecular details of herpesvirus assembly remain unclear. We have characterized the complex of assembly proteins pUL7 and pUL51 from herpes simplex virus (HSV)-1, an -herpesvirus, using multi-angle light scattering and small-angle X-ray scattering with chemical crosslinking. HSV-1 pUL7 and pUL51 form a stable 1:2 complex that is capable of higher-order oligomerization in solution. We solved the crystal structure of this complex, revealing a core heterodimer comprising pUL7 bound to residues 41-125 of pUL51. While pUL7 adopts a previously-unseen compact fold, the extended helix-turn-helix conformation of pUL51 resembles the cellular endosomal complex required for transport (ESCRT)-III component CHMP4B, suggesting a direct role for pUL51 in promoting membrane scission during virus assembly. We demonstrate that the interaction between pUL7 and pUL51 homologues is conserved across human -, {beta}- and {gamma}-herpesviruses, as is their association with trans-Golgi membranes in cultured cells. However, pUL7 and pUL51 homologues do not form complexes with their respective partners from different virus families, suggesting that the molecular details of the interaction interface have diverged. Our results demonstrate that the pUL7:pUL51 complex is conserved across the herpesviruses and provide a structural framework for understanding its role in herpesvirus assembly.\n\nSignificance StatementHerpesviruses are extremely common human pathogens that cause diseases ranging from cold sores to cancer. Herpesvirus acquire their membrane envelope in the cytoplasm via a conserved pathway, the molecular details of which remain unclear. We have solved the structure of a complex between herpes simplex virus (HSV)-1 proteins pUL7 and pUL51, two proteins that are required for efficient HSV-1 assembly. We show that formation of this complex is conserved across distantly-related human herpesviruses, as is the association of these homologues with cellular membranes that are used for virion assembly. While pUL7 adopts a previously-unseen fold, pUL51 resembles key cellular membrane-remodeling complex components, suggesting that the pUL7:pUL51 complex may play a direct role in deforming membranes to promote virion assembly.

microbiology↗