Modular workflow for the community-led development of custom livestock DNA methylation arrays
Modular workflow for the community-led development of custom livestock DNA methylation arrays
批准号:
BB/W019051/1
负责人:
Albert Tenesa
金额:
$44.85万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2023
资助国家:
英国
项目状态:
未结题
起止时间:
2023 至 --
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Epigenetic marks are changes on the genome that do not involve DNA sequence alterations. A commonly studied epigenetic mark is DNA methylation, that affects how genes are expressed and has been linked to diseases and other traits in both humans and animals. DNA methylation can determine if a particular gene is switched on (expressed) or not in a particular tissue. Research has shown that, unlike the DNA sequence, DNA methylation can also act as a record of the environment we are exposed to. For example, some DNA methylation "sites" can distinguish smokers from never-smokers, animals with different nutritional states or fertility.Currently investigating DNA methylation is only possible through the use of expensive sequencing technologies, and this excessive cost prevents scientists from studying DNA methylation in livestock and how it could contribute to informing selection strategies to breed healthy and productive animals effectively and sustainably. The project we propose will develop the tools to enable these studies. We have engaged with leaders in the field of livestock epigenetics, industrial partners and breeders forming a truly multidisciplinary team with a common goal. As there are multiple livestock species we propose to develop the computational tools to select the most informative DNA methylation "sites" to test in an epigenetic kit similar to the direct-to-consumer genetic testing kits. This epigenetic test done using DNA methylation arrays (kits), is substantially cheaper than obtaining the DNA methylation information through sequencing. We will do the "site" selection based on information we already know about where DNA methylation changes are important, for example, at genes and their regulatory sites, and using data from a set of animals that have DNA methylation data obtained through sequencing. At the moment, cattle is the livestock species with the most DNA methylation information derived from sequencing. So we will initially focus on cattle to design an array that will facilitate affordable epigenetic research in that species using our computational workflow, that can then be used in other species as the amount of data increases. We will work with a company that can produce the first DNA methylation kits designed to cover the most informative parts of the genome with respect to trait variation. This work could potentially have a major economic impact as it could contribute to the breeding of healthier and more efficient livestock, which could decrease the environmental impact of animal production, through, for example, better use of resources or lower methane emissions.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Understanding disease through environment-wide association studies
-
批准号:MR/P015514/1
-
项目类别:Research Grant
-
资助金额:$47.97万
-
财政年份:2017
-
负责人:Albert Tenesa
-
依托单位:
Genomic prediction of anthropomorphic traits using hundreds of thousands of individuals
-
批准号:MR/N003179/1
-
项目类别:Research Grant
-
资助金额:$47.54万
-
财政年份:2015
-
负责人:Albert Tenesa
-
依托单位:
Estimation of the genetic correlation among human cancers and identification of pleiotropic cancer loci
-
批准号:MR/K014781/1
-
项目类别:Research Grant
-
资助金额:$51.21万
-
财政年份:2013
-
负责人:Albert Tenesa
-
依托单位:
Development of GPGPU tools for modelling complex phenotypes
-
批准号:BB/K000195/1
-
项目类别:Research Grant
-
资助金额:$13.85万
-
财政年份:2012
-
负责人:Albert Tenesa
-
依托单位:
海外基金