Biology subjects

Singh, S. M.

Publications and source records attributed to Singh, S. M..

3 recordsLinked to original sources

bioRxiv2024

Structural Characterization of DNA Binding Domain of Essential Mammalian Protein TTF 1

Transcription termination factor 1 (TTF1), being multifunctional in nature, is involved in a wide range of critical processes that make it essential for survival of the mammalian cells. TTF1 protein comprises three functional domains: the N-terminal (regulatory/inhibitory) domain, trans-activation domain, and C-terminal domain. The Myb domain is responsible for DNA-binding function of this protein and spans 550 to 732 amino acids (183 residues long). Despite the essential role of TTF1 in multiple cellular processes, there is no physical structure available to date. Purification of the functional full-length protein has been unsuccessful so far. Hence, we moved forward towards characterizing the Myb domain of this essential protein. We first constructed a three-dimensional model of the Myb domain using Robetta server and determined its stability through MD simulation in an explicit solvent. To validate the model, upon codon optimization we cloned this domain into a bacterial expression vector. The protein was then purified to homogeneity and its DNA-binding activity was checked by electro-mobility shift assay. We then proceeded to CD spectroscopy and Raman spectroscopy for secondary structure characterization. The results validated the computational model, concluding that this domain is predominantly helical in nature. The confidence built by this study now pushes us to move ahead in order to solve the atomic structure of this critical domain by crystallography or NMR spectroscopy, which in turn will decipher the exact mechanism by which this essential protein engages DNA to cater to various functions.

biochemistry↗

bioRxiv2021

SomaticSiMu: a mutational signature simulator

SummarySomaticSiMu is an in silico simulator of single and double base substitutions, and single base insertions and deletions in an input genomic sequence to mimic mutational signatures. SomaticSiMu outputs simulated DNA sequences and mutational catalogues with imposed mutational signatures. The tool is the first mutational signature simulator featuring a graphical user interface, control of mutation rates, and built-in visualization tools of the simulated mutations. Simulated datasets are useful as a ground truth to test the accuracy and sensitivity of DNA sequence classification tools and mutational signature extraction tools under different experimental scenarios. The reliability of SomaticSiMu was affirmed by 1) supervised machine learning classification of simulated sequences with different mutation types and burdens, and 2) mutational signature extraction from simulated mutational catalogs. Availability and ImplementationSomaticSiMu is written in Python 3.8.3. The open-source code, documentation, and tutorials are available at https://github.com/HillLab/SomaticSiMu under the terms of the Creative Commons Attribution 4.0 International License. Contactkhill22@uwo.ca Supplementary informationSupplementary data are available at Bioinformatics online.

bioinformatics↗

bioRxiv2019

Hippocampal transcriptome analysis following maternal separation implicates altered RNA processing in a mouse model of fetal alcohol spectrum disorder

Fetal alcohol spectrum disorders (FASD) are common, seen in 1-5% of the population in the United States and Canada. Children diagnosed with FASD are not likely to remain with their biological parents, facing early maternal separation and foster placements throughout childhood. We have modeled FASD in mice via prenatal alcohol exposure and further induce early life stress through maternal separation. We report an association between adult hippocampal gene expression and prenatal ethanol exposure followed by postnatal separation stress that is related to behavioral changes. Clustering of expression profiles through weighted gene co-expression network analysis (WGCNA) identifies a set of transcripts, module 19, associated with anxiety-like behavior (r = 0.79, p = 0.002) as well as treatment group (r = 0.68, p = 0.015). Genes in this module are overrepresented by genes involved in transcriptional regulation and other pathways related to neurodevelopment. Interestingly, one member of this module, Polr2a, polymerase (RNA) II (DNA directed) polypeptide A, is downregulated by the combination of prenatal ethanol and postnatal stress in an RNA-Seq experiment and qPCR validation (q = 2e-12, p = 0.004, respectively). Together, transcriptional control in the hippocampus is implicated as a potential underlying mechanism leading to anxiety-like behavior via environmental insults. Further research is required to elucidate the mechanism involved and use this insight towards early diagnosis and amelioration strategies involving children born with FASD.\n\nSUMMARY STATEMENTMouse hippocampal gene expression alterations following prenatal alcohol exposure and maternal separation are associated with behavioral deficits. Transcriptomic analysis implicates systems defect involving RNA processing, specifically including downregulation of Polr2a.

genomics↗