Dimension reduction and clustering models for single-cell RNA sequencing data: a comparative study

C Feng, S Liu, H Zhang, R Guan, D Li, F Zhou… - International journal of …, 2020 - mdpi.com
With recent advances in single-cell RNA sequencing, enormous transcriptome datasets
have been generated. These datasets have furthered our understanding of cellular …

Bacterial genome reductions: Tools, applications, and challenges

N LeBlanc, TC Charles - Frontiers in Genome Editing, 2022 - frontiersin.org
Bacterial cells are widely used to produce value-added products due to their versatility, ease
of manipulation, and the abundance of genome engineering tools. However, the efficiency of …

[HTML][HTML] Functional effects of protein variants

M Vihinen - Biochimie, 2021 - Elsevier
Genetic and other variations frequently affect protein functions. Scientific articles can contain
confusing descriptions about which function or property is affected, and in many cases the …

Recent advances in genetic tools for engineering probiotic lactic acid bacteria

K Mugwanda, S Hamese, WF Van Zyl… - Bioscience …, 2023 - portlandpress.com
Synthetic biology has grown exponentially in the last few years, with a variety of biological
applications. One of the emerging applications of synthetic biology is to exploit the link …

Integration of text mining and biological network analysis: Identification of essential genes in sulfate-reducing bacteria

P Saxena, S Rauniyar, P Thakur, RN Singh… - Frontiers in …, 2023 - frontiersin.org
The growth and survival of an organism in a particular environment is highly depends on the
certain indispensable genes, termed as essential genes. Sulfate-reducing bacteria (SRB) …

Discovering cell types using manifold learning and enhanced visualization of single-cell RNA-Seq data

A Vasighizaker, S Danda, L Rueda - Scientific reports, 2022 - nature.com
Identifying relevant disease modules such as target cell types is a significant step for
studying diseases. High-throughput single-cell RNA-Seq (scRNA-seq) technologies have …

Geptop 2.0: an updated, more precise, and faster Geptop server for identification of prokaryotic essential genes

QF Wen, S Liu, C Dong, HX Guo, YZ Gao… - Frontiers in …, 2019 - frontiersin.org
Geptop has performed effectively in the identification of prokaryotic essential genes since its
first release in 2013. It estimates gene essentiality for prokaryotes based on orthology and …

System‐level analyses of keystone genes required for mammalian tooth development

O Hallikas, R Das Roy, MM Christensen… - … Zoology Part B …, 2021 - Wiley Online Library
When a null mutation of a gene causes a complete developmental arrest, the gene is
typically considered essential for life. Yet, in most cases, null mutations have more subtle …

Untangling the Context-Specificity of Essential Genes by Means of Machine Learning: A Constructive Experience

M Giordano, E Falbo, L Maddalena, M Piccirillo… - Biomolecules, 2023 - mdpi.com
Gene essentiality is a genetic concept crucial for a comprehensive understanding of life and
evolution. In the last decade, many essential genes (EGs) have been determined using …

'Bingo'—a large language model-and graph neural network-based workflow for the prediction of essential genes from protein data

J Ma, J Song, ND Young, BCH Chang… - Briefings in …, 2024 - academic.oup.com
The identification and characterization of essential genes are central to our understanding of
the core biological functions in eukaryotic organisms, and has important implications for the …