Empirical and computational solutions for multi-omics single-cell assays. Emerging single-cell sequencing technologies are transforming molecular cell biology, but identifying novel cell types and their functions requires the integration of highly heterogeneous data. The development of computational methods able to extract biologically relevant results is hindered by the lack of high-quality datasets. This project aims to develop novel sequencing methodologies and generate data to drive our dime ....Empirical and computational solutions for multi-omics single-cell assays. Emerging single-cell sequencing technologies are transforming molecular cell biology, but identifying novel cell types and their functions requires the integration of highly heterogeneous data. The development of computational methods able to extract biologically relevant results is hindered by the lack of high-quality datasets. This project aims to develop novel sequencing methodologies and generate data to drive our dimension reduction multivariate method developments for data integration. By combining in silico and in vivo approaches, the project is anticipated to benefit scientists willing to work in cutting-edge single-cell research by providing useful protocols and tools to generate novel insights in cell biology. Read moreRead less
How to build the head: A molecular mechanistic insight. This project aims to gain an insight into the functional output of the gene regulatory network and the molecular determinants that are critical for the formation of the head. Genome-wide sequencing technologies are employed to identify the ensemble of genes that are regulated by Lhx1. By a combination of bioinformatics analysis and a system biology approach, the project aims to build a model of the network of the interacting genes for head ....How to build the head: A molecular mechanistic insight. This project aims to gain an insight into the functional output of the gene regulatory network and the molecular determinants that are critical for the formation of the head. Genome-wide sequencing technologies are employed to identify the ensemble of genes that are regulated by Lhx1. By a combination of bioinformatics analysis and a system biology approach, the project aims to build a model of the network of the interacting genes for head development, and to characterise the function of selected components of this network to refine its architecture and define the dynamics of the network. The knowledge may improve our understanding of the molecular mechanism underpinning the naturally-occurring variation in the forms of major body parts, and of how genes and signals work cooperatively to build an embryo.Read moreRead less
Lifespan-dependent molecular shaping of the T cell receptor repertoire. Mammals have an intricate and highly complex immune system, whose function alters throughout life. Why and how this occurs is very unclear however, yet remains a crucial question. This project aims to provide fundamental knowledge on how the human lifespan shapes specific T cell receptors and determine molecular mechanisms underlying gain-of-function and loss-of-function during immunologically distinct phases of life. This p ....Lifespan-dependent molecular shaping of the T cell receptor repertoire. Mammals have an intricate and highly complex immune system, whose function alters throughout life. Why and how this occurs is very unclear however, yet remains a crucial question. This project aims to provide fundamental knowledge on how the human lifespan shapes specific T cell receptors and determine molecular mechanisms underlying gain-of-function and loss-of-function during immunologically distinct phases of life. This project will provide analysis of multi-dimensional, high throughput datasets to identify fundamental links between the transcriptional landscape and TCR signatures across human lifespan, thus will significantly answer key immunological questions in the field.Read moreRead less