Gene expression model inference from snapshot RNA data using Bayesian non-parametrics
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Computer Science Applications,Computer Science (miscellaneous)
Link
https://www.nature.com/articles/s43588-022-00392-0.pdf
Reference117 articles.
1. Xu, H., Skinner, S. O., Sokac, A. M. & Golding, I. Stochastic kinetics of nascent RNA. Phys. Rev. Lett. 117, 128101 (2016).
2. Symmons, O. & Raj, A. What’s luck got to do with it: single cells, multiple fates, and biological nondeterminism. Mol. Cell 62, 788–802 (2016).
3. Kumar, R. M. et al. Deconstructing transcriptional heterogeneity in pluripotent stem cells. Nature 516, 56–61 (2014).
4. Emert, B. L. et al. Variability within rare cell states enables multiple paths toward drug resistance. Nature Biotechnol. 39, 865–876 (2021).
5. Mutryn, M. F., Brannick, E. M., Fu, W., Lee, W. R. & Abasht, B. Characterization of a novel chicken muscle disorder through differential gene expression and pathway analysis using RNA-sequencing. BMC Genomics 16, 1–19 (2015).
Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. 3D chromatin architecture, BRD4, and Mediator have distinct roles in regulating genome-wide transcriptional bursting and gene network;Science Advances;2024-08-09
2. What can we learn when fitting a simple telegraph model to a complex gene expression model?;PLOS Computational Biology;2024-05-14
3. Inferring Stochastic Rates from Heterogeneous Snapshots of Particle Positions;Bulletin of Mathematical Biology;2024-05-13
4. Joint distribution of nuclear and cytoplasmic mRNA levels in stochastic models of gene expression: analytical results and parameter inference;2024-04-30
5. Avoiding matrix exponentials for large transition rate matrices;The Journal of Chemical Physics;2024-03-04
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3