The hidden impact of inter-individual genomic variations on cellular function
نویسندگان
چکیده
An analysis of the degree of genomic variation between two individual genomes suggests that there may be considerable biochemical differences among individuals. Examination of DNA sequence variations in 14 canonical signaling pathways and Monte-Carlo simulation modeling suggest that the kinetic and quantitative behavior of signaling pathways in many individuals may be significantly perturbed from the ‘healthy’ norm. Signal transduction pathways in some individuals may suffer context-specific failures, or they may function normally but fail easily in the face of additional environmental perturbations or somatic mutations. These findings argue for new systems biology approaches that can predict pathway status in individuals using personal genome sequences and biomarker data.
منابع مشابه
Impact of queuing theory and alternative process routings on machine busy time in a dynamic cellular manufacturing system
A new mathematical model based on the alternative process routings in presence of a queuing system in a dynamic cellular manufacturing system has been proposed in this paper.This model integrates two problems of cell formation and inter-cell layout and also an efficiency factor which is defined for minimizing the cell load variation through the maximizing the busy time for all machine types. In...
متن کاملارزیابی صحت پیشبینی ژنومی در معماریهای مختلف ژنومی صفات کمی و آستانهای با جانهی دادههای ژنومی شبیهسازیشده، توسط روش جنگل تصادفی
Genomic selection is a promising challenge for discovering genetic variants influencing quantitative and threshold traits for improving the genetic gain and accuracy of genomic prediction in animal breeding. Since a proportion of genotypes are generally uncalled, therefore, prediction of genomic accuracy requires imputation of missing genotypes. The objectives of this study were (1) to quantify...
متن کاملبررسی تجارب دانشجویان از برنامه درسی مستتر در دانشکده پرستاری و مامایی دانشگاه علوم پزشکی اصفهان
Background : The hidden curriculum has great impact on students' learning. The present study was conducted on Nursing and Midwifery students to determine their experience with the hidden curriculum. Materials and methods : It was a combined survey achieved in two stages on Nursing and Midwifery students. During the first stage, a free interview was carried out to determine their attitudes tow...
متن کاملارزیابی کارایی مدل شبکه عصبی مصنوعی برای ریزمقیاس نمایی و پیشبینی بلندمدت متغیرهای اقلیمی
Atmosphere–ocean coupled global climate models (GCMs) are the main source to simulate the climate of the earth climate. The computational grid of the GCMs is coarse and so, they are unable to provide reliable information for hydrological modelling. To eliminate such limitations, the downscaling methods are used. The present study is focused on simulating the impact of climate change on the beha...
متن کاملDeep learning of the tissue-regulated splicing code
MOTIVATION Alternative splicing (AS) is a regulated process that directs the generation of different transcripts from single genes. A computational model that can accurately predict splicing patterns based on genomic features and cellular context is highly desirable, both in understanding this widespread phenomenon, and in exploring the effects of genetic variations on AS. METHODS Using a dee...
متن کامل