Biology subjects

Mahbub, M.

Publications and source records attributed to Mahbub, M..

4 recordsLinked to original sources

bioRxiv2024

Leveraging weighted quartet distributions for enhanced species tree inference from genome-wide data

Species tree estimation from genes sampled from throughout the whole genome is challeng-ing in the presence of gene tree discordance, often caused by incomplete lineage sorting (ILS), where alleles can coexist in populations for periods that may span several speciation events. Quartet-based summary methods for estimating species trees from a collection of gene trees are becoming popular due to their high accuracy and theoretical guarantees of robustness to arbitrarily high amounts of ILS. ASTRAL, the most widely used quartet-based method, aims to infer species trees by maximizing the number of quartets in the gene trees that are consistent with the species tree. An alternative approach (as in wQFM) is to infer quartets for all subsets of four species and amalgamate them into a coherent species tree. While summary methods can be highly sensitive to gene tree estimation errors-especially when gene trees are derived from short alignments-quartet amalgamation offers an advantage by potentially bypassing the need for gene tree estimation. However, greatly understudied is the choice of weighted quar-tet inference method and downstream effects on species tree estimations under realistic model conditions. In this study, we investigated a broad range of methods for generating weighted quartets and critically assessed their impact on species tree inference. Our results on a collec-tion of simulated and empirical datasets suggest that amalgamating quartets weighted based on gene tree frequencies (GTF) typically produces more accurate trees than leading quartet-based methods like ASTRAL and SVDquartets. Further enhancements in GTF-based weighted quar-tet estimation were achieved by accounting for gene tree uncertainty, through the utilization of a distribution of trees for each gene (instead of a single tree), by employing traditional nonpara-metric bootstrapping methods or Bayesian MCMC sampling. Our study provides evidence that the careful generation and amalgamation of weighted quartets, as implemented in methods like wQFM, can lead to significantly more accurate trees compared to widely employed methods like ASTRAL, especially in the face of gene tree estimation errors.

bioinformatics↗

bioRxiv2024

The RRM domain-containing protein Rbp3 interacts with ribosomes and the 3' ends of mRNAs encoding photosynthesis proteins

RNA recognition motif (RRM) domain proteins are crucial RNA-binding proteins (RBPs) across all domains of life. In cyanobacteria, single RRM domain proteins are involved in mRNA targeting to the thylakoid membrane and acclimation to certain stress conditions, but many details of their physiological functions and molecular targets have remained unknown. The model cyanobacterium Synechocystis sp. PCC 6803 has a family of three genes encoding the RRM domain-containing proteins Rbp1, Rbp2 and Rbp3. Here, we verified the RNA-binding activity of Rbp3 in vivo and show that cells of a {Delta}rbp3 deletion strain had a lower PSI:PSII ratio and decreased pigment content and were significantly smaller than wild-type cells. To identify the set of interacting molecules, co-immunoprecipitation experiments were performed with a strain expressing a C-terminally FLAG-tagged Rbp3. Mass spectrometry of the elution fraction suggested physical proximity between Rbp3, ribosomes, and a very small number of other proteins. The most highly enriched transcript in the co-eluting RNA fraction was the psaAB mRNA. This was corroborated by fluorescent in situ hybridization (FISH) analyses showing decreased psaA mRNA signals in {Delta}rbp3, and colocalization with Rbp3-GFP in the wild type. Other mRNAs co-enriched with Rbp3 encode thylakoid, plasma membrane and carboxysome proteins. Binding assays using Bio-layer Interferometry validated the Rbp3-psaAB mRNA interaction, indicating a preference for folded RNA segments near or overlapping the respective stop codons. Significance statementThe mechanisms by which proteins are produced at specific sites and inserted into the intricate membrane systems of photosynthetic cyanobacteria are only partially understood. While RRM domain proteins are well-studied RNA-binding proteins in eukaryotes, their functions in bacteria remain underexplored. This study reveals that the RRM domain protein Rbp3 in the cyanobacterium Synechocystis sp. PCC 6803 binds mRNAs encoding photosynthetic proteins, plasma membrane proteins and carboxysome proteins and localizes near ribosomes. The bound RNA segments are typically near the ends of coding regions, or in 5' untranslated regions. These findings suggest that Rbp3 is involved in targeting mRNAs to various intracellular locations by interacting with structural elements within these mRNA molecules.

microbiology↗

bioRxiv2024

mRNA localization and thylakoid protein biogenesis in the filamentous heterocyst-forming cyanobacterium Anabaena sp. PCC 7120

Heterocyst-forming cyanobacteria such as Anabaena (Nostoc) sp. PCC 7120 exhibit extensive remodeling of their thylakoid membranes during heterocyst differentiation. Here we investigate the sites of translation of thylakoid membrane proteins in Anabaena vegetative cells and developing heterocysts, using mRNA fluorescent in situ hybridization to detect the location of specific mRNA species. We probed mRNAs encoding reaction center core components and the heterocyst-specific terminal oxidases Cox2 and Cox3. As in unicellular cyanobacteria, we find that the mRNAs encoding membrane-integral thylakoid proteins are concentrated in patches at the inner face of the thylakoid membrane system, adjacent to the central cytoplasm. These patches mark the putative sites of translation and membrane insertion of these proteins. Oxidase activity in mature heterocysts is concentrated in the specialized "honeycomb" regions of the thylakoid membranes close to the cell poles. However, cox2 and cox3 mRNAs remain evenly distributed over the inner face of the thylakoids, implying that oxidase proteins migrate extensively after translation to reach their destination in the honeycomb membranes. The RNA binding protein RbpG is the closest Anabaena homolog of Rbp3 in the unicellular cyanobacterium Synechocystis sp. PCC 6803, which we previously showed to be crucial for the correct location of photosynthetic mRNAs. An rbpG null mutant shows decreased cellular levels of photosynthetic mRNAs and photosynthetic complexes, coupled with perturbations to thylakoid membrane organization and lower efficiency of the Photosystem II repair cycle. This suggests that chaperoning of photosynthetic mRNAs by RbpG is important for the correct co-ordination of thylakoid protein translation and assembly. IMPORTANCECyanobacteria have a complex thylakoid membrane system which is the site of the photosynthetic light reactions as well as most of the respiratory activity in the cell. Protein targeting to the thylakoids and the spatial organization of thylakoid protein biogenesis remain poorly understood. Some filamentous cyanobacteria show additional levels of complexity, with the differentiation of heterocysts, specialized nitrogen fixing cells in which the thylakoid membranes undergo extensive remodeling. Here we probe mRNA locations to reveal thylakoid translation sites in a heterocyst-forming cyanobacterium. We identify an RNA-binding protein important for the correct co-ordination of thylakoid protein translation and assembly, and we demonstrate the effectiveness of mRNA Fluorescent in situ Hybridization as a way to probe cell-specific gene expression in multicellular cyanobacteria.

microbiology↗

bioRxiv2020

wQFM: Statistically Consistent Genome-scale Species Tree Estimation from Weighted Quartets

MotivationSpecies tree estimation from genes sampled from throughout the whole genome is complicated due to the gene tree-species tree discordance. Incomplete lineage sorting (ILS) is one of the most frequent causes for this discordance, where alleles can coexist in populations for periods that may span several speciation events. Quartet-based summary methods for estimating species trees from a collection of gene trees are becoming popular due to their high accuracy and statistical guarantee under ILS. Generating quartets with appropriate weights, where weights correspond to the relative importance of quartets, and subsequently amalgamating the weighted quartets to infer a single coherent species tree allows for a statistically consistent way of estimating species trees. However, handling weighted quartets is challenging. ResultsWe propose wQFM, a highly accurate method for species tree estimation from multi-locus data, by extending the quartet FM (QFM) algorithm to a weighted setting. wQFM was assessed on a collection of simulated and real biological datasets, including the avian phylogenomic dataset which is one of the largest phylogenomic datasets to date. We compared wQFM with wQMC, which is the best alternate method for weighted quartet amalgamation, and with ASTRAL, which is one of the most accurate and widely used coalescent-based species tree estimation methods. Our results suggest that wQFM matches or improves upon the accuracy of wQMC and ASTRAL. AvailabilitywQFM is available in open source form at https://github.com/Mahim1997/wQFM-2020.

bioinformatics↗