دورية أكاديمية

An Epigenetic Aging Clock for Cattle Using Portable Sequencing Technology

التفاصيل البيبلوغرافية
العنوان: An Epigenetic Aging Clock for Cattle Using Portable Sequencing Technology
المؤلفون: Ben J. Hayes, Loan T. Nguyen, Mehrnush Forutan, Bailey N. Engle, Harrison J. Lamb, James P. Copley, Imtiaz A. S. Randhawa, Elizabeth M. Ross
المصدر: Frontiers in Genetics, Vol 12 (2021)
بيانات النشر: Frontiers Media S.A., 2021.
سنة النشر: 2021
المجموعة: LCC:Genetics
مصطلحات موضوعية: cattle, epigenetic clock, long-read sequencing, age prediction, DNA methylation, Genetics, QH426-470
الوصف: Extensively grazed cattle are often mustered only once a year. Therefore, birthdates are typically unknown or inaccurate. Birthdates would be useful for deriving important traits (growth rate; calving interval), breed registrations, and making management decisions. Epigenetic clocks use methylation of DNA to predict an individual’s age. An epigenetic clock for cattle could provide a solution to the challenges of industry birthdate recording. Here we derived the first epigenetic clock for tropically adapted cattle using portable sequencing devices from tail hair, a tissue which is widely used in industry for genotyping. Cattle (n = 66) with ages ranging from 0.35 to 15.7 years were sequenced using Oxford Nanopore Technologies MinION and methylation was called at CpG sites across the genome. Sites were then filtered and used to calculate a covariance relationship matrix based on methylation state. Best linear unbiased prediction was used with 10-fold cross validation to predict age. A second methylation relationship matrix was also calculated that contained sites associated with genes used in the dog and human epigenetic clocks. The correlation between predicted age and actual age was 0.71 for all sites and 0.60 for dog and human gene epigenetic clock sites. The mean absolute deviation was 1.4 years for animals aged less than 3 years of age, and 1.5 years for animals aged 3–10 years. This is the first reported epigenetic clock using industry relevant samples in cattle.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1664-8021
Relation: https://www.frontiersin.org/articles/10.3389/fgene.2021.760450/full; https://doaj.org/toc/1664-8021
DOI: 10.3389/fgene.2021.760450
URL الوصول: https://doaj.org/article/0f484110e9f44122b905429887db98d6
رقم الأكسشن: edsdoj.0f484110e9f44122b905429887db98d6
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:16648021
DOI:10.3389/fgene.2021.760450