Cargando…

A hierarchical Bayesian mixture model for inferring the expression state of genes in transcriptomes

Transcriptomes are key to understanding the relationship between genotype and phenotype. The ability to infer the expression state (active or inactive) of genes in the transcriptome offers unique benefits for addressing this issue. For example, qualitative changes in gene expression may underly the...

Descripción completa

Detalles Bibliográficos
Autores principales:	Thompson, Ammon, May, Michael R., Moore, Brian R., Kopp, Artyom
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	National Academy of Sciences 2020
Materias:	Biological Sciences
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7431084/ https://www.ncbi.nlm.nih.gov/pubmed/32709743 http://dx.doi.org/10.1073/pnas.1919748117

Ejemplares similares

Bayesian inference in ring attractor networks
por: Kutschireiter, Anna, et al.
Publicado: (2023)

Generalizing Bayesian phylogenetics to infer shared evolutionary events
por: Oaks, Jamie R., et al.
Publicado: (2022)

Model misspecification misleads inference of the spatial dynamics of disease outbreaks
por: Gao, Jiansi, et al.
Publicado: (2023)

Efficient Bayesian inference under the multispecies coalescent with migration
por: Flouri, Tomáš, et al.
Publicado: (2023)

A full Bayesian hierarchical mixture model for the variance of gene differential expression
por: Manda, Samuel OM, et al.
Publicado: (2007)

Inferring on the Intentions of Others by Hierarchical Bayesian Learning
por: Diaconescu, Andreea O., et al.
Publicado: (2014)

Inference of gene pathways using mixture Bayesian networks
por: Ko, Younhee, et al.
Publicado: (2009)

Probabilistic Inference: Task Dependency and Individual Differences of Probability Weighting Revealed by Hierarchical Bayesian Modeling
por: Boos, Moritz, et al.
Publicado: (2016)

Bayesian inference of reassortment networks reveals fitness benefits of reassortment in human influenza viruses
por: Müller, Nicola F., et al.
Publicado: (2020)

Correction: Inferring on the Intentions of Others by Hierarchical Bayesian Learning
Publicado: (2014)

Bayesian hierarchical modelling for inferring genetic interactions in yeast
por: Heydari, Jonathan, et al.
Publicado: (2015)

Fast hierarchical Bayesian analysis of population structure
por: Tonkin-Hill, Gerry, et al.
Publicado: (2019)

Hierarchical Bayesian inference for ion channel screening dose-response data
por: Johnstone, Ross H, et al.
Publicado: (2017)

Inferring gene regulation from stochastic transcriptional variation across single cells at steady state
por: Gupta, Anika, et al.
Publicado: (2022)

To integrate or not to integrate: Temporal dynamics of hierarchical Bayesian causal inference
por: Aller, Máté, et al.
Publicado: (2019)

The neural dynamics of hierarchical Bayesian causal inference in multisensory perception
por: Rohe, Tim, et al.
Publicado: (2019)

On inferring presence of an individual in a mixture: a Bayesian approach
por: Clayton, David
Publicado: (2010)

Laplacian‐P‐splines for Bayesian inference in the mixture cure model
por: Gressani, Oswaldo, et al.
Publicado: (2022)

Hierarchical Bayesian inference for concurrent model fitting and comparison for group studies
por: Piray, Payam, et al.
Publicado: (2019)

A Mixture of Delta-Rules Approximation to Bayesian Inference in Change-Point Problems
por: Wilson, Robert C., et al.
Publicado: (2013)

A Hierarchical Bayesian Mixture Model Approach for Analysis of Resting-State Functional Brain Connectivity: An Alternative to Thresholding
por: Gorbach, Tetiana, et al.
Publicado: (2020)

Bayesian inference of multi-point macromolecular architecture mixtures at nanometre resolution
por: Embacher, Peter A., et al.
Publicado: (2022)

A Bayesian Approach for Inferring the Impact of a Discrete Character on Rates of Continuous-Character Evolution in the Presence of Background-Rate Variation
por: May, Michael R, et al.
Publicado: (2020)

Correction: A Mixture of Delta-Rules Approximation to Bayesian Inference in Change-Point Problems
por: Wilson, Robert C., et al.
Publicado: (2018)

Three-phase hierarchical model-based and hybrid inference
por: Saarela, Svetlana, et al.
Publicado: (2023)

Demographic inference through approximate-Bayesian-computation skyline plots
por: Navascués, Miguel, et al.
Publicado: (2017)

Inferring B cell specificity for vaccines using a Bayesian mixture model
por: Fowler, Anna, et al.
Publicado: (2020)

Estimating uncertainty and reliability of social network data using Bayesian inference
por: Farine, Damien R., et al.
Publicado: (2015)

How multisensory neurons solve causal inference
por: Rideaux, Reuben, et al.
Publicado: (2021)

Differentiating Wheat Genotypes by Bayesian Hierarchical Nonlinear Mixed Modeling of Wheat Root Density
por: Wasson, Anton P., et al.
Publicado: (2017)

Regulators of early maize leaf development inferred from transcriptomes of laser capture microdissection (LCM)-isolated embryonic leaf cells
por: Liu, Wen-Yu, et al.
Publicado: (2022)

Brain network dynamics are hierarchically organized in time
por: Vidaurre, Diego, et al.
Publicado: (2017)

Bayesian inference of kinetic schemes for ion channels by Kalman filtering
por: Münch, Jan L, et al.
Publicado: (2022)

Bayesian inference
por: Cardenas, Rosario O
Publicado: (2018)

Competitive binding predicts nonlinear responses of olfactory receptors to complex mixtures
por: Singh, Vijay, et al.
Publicado: (2019)

Hierarchical timescales in the neocortex: Mathematical mechanism and biological insights
por: Li, Songting, et al.
Publicado: (2022)

Bayesian nonparametric inference for heterogeneously mixing infectious disease models
por: Seymour, Rowland G., et al.
Publicado: (2022)

Quantifying chromosomal instability from intratumoral karyotype diversity using agent-based modeling and Bayesian inference
por: Lynch, Andrew R, et al.
Publicado: (2022)

Detecting disease-associated genomic outcomes using constrained mixture of Bayesian hierarchical models for paired data
por: Li, Yunfeng, et al.
Publicado: (2017)

Dynamic Networks from Hierarchical Bayesian Graph Clustering
por: Park, Yongjin, et al.
Publicado: (2010)

Cannot write session to /tmp/vufind_sessions/sess_0jv584k9l9n6nktv1047k76o1s