Evaluation of Bayesian Linear Regression models for gene set prioritization in complex diseases.
Genome-wide association studies (GWAS) provide valuable insights into the genetic architecture of complex traits, yet interpreting their results remains challenging due to the polygenic nature of most traits. Gene set analysis offers a solution by aggregating genetic variants into biologically relev...
| Published in: | PLoS Genetics |
|---|---|
| Main Authors: | Tahereh Gholipourshahraki, Zhonghao Bai, Merina Shrestha, Astrid Hjelholt, Sile Hu, Mads Kjolby, Palle Duun Rohde, Peter Sørensen |
| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2024-11-01
|
| Online Access: | https://doi.org/10.1371/journal.pgen.1011463 |
Similar Items
Evaluation of Bayesian Linear Regression derived gene set test methods
by: Zhonghao Bai, et al.
Published: (2024-12-01)
by: Zhonghao Bai, et al.
Published: (2024-12-01)
Enhanced genetic fine mapping accuracy with Bayesian Linear Regression models in diverse genetic architectures.
by: Merina Shrestha, et al.
Published: (2025-07-01)
by: Merina Shrestha, et al.
Published: (2025-07-01)
Pleiotropic Effects of Influenza Vaccination
by: Astrid Johannesson Hjelholt, et al.
Published: (2023-08-01)
by: Astrid Johannesson Hjelholt, et al.
Published: (2023-08-01)
Strong Sex-Dependent Effects of Malnutrition on Life- and Healthspan in <i>Drosophila melanogaster</i>
by: Nikolaj Klausholt Bak, et al.
Published: (2023-12-01)
by: Nikolaj Klausholt Bak, et al.
Published: (2023-12-01)
A Quantitative Genomic Approach for Analysis of Fitness and Stress Related Traits in a Drosophila melanogaster Model Population
by: Palle Duun Rohde, et al.
Published: (2016-01-01)
by: Palle Duun Rohde, et al.
Published: (2016-01-01)
Selection for stress tolerance and longevity in Drosophila melanogaster have strong impacts on microbiome profiles
by: Torsten Nygaard Kristensen, et al.
Published: (2024-08-01)
by: Torsten Nygaard Kristensen, et al.
Published: (2024-08-01)
Bayesian linear regression model for method comparison studies
by: S.M.M. Lakmali, et al.
Published: (2022-03-01)
by: S.M.M. Lakmali, et al.
Published: (2022-03-01)
Bayesian approach with extended support estimation for sparse linear regression
by: Kyung-Su Kim, et al.
Published: (2019-08-01)
by: Kyung-Su Kim, et al.
Published: (2019-08-01)
Warped Bayesian linear regression for normative modelling of big data
by: Charlotte J. Fraza, et al.
Published: (2021-12-01)
by: Charlotte J. Fraza, et al.
Published: (2021-12-01)
Integrating multiple protein-protein interaction networks to prioritize disease genes: a Bayesian regression approach
by: Sun Fengzhu, et al.
Published: (2011-02-01)
by: Sun Fengzhu, et al.
Published: (2011-02-01)
Determinants of savings in South Africa: a Bayesian linear regression approach
by: Kazeem Abimbola Sanusi, et al.
Published: (2025-12-01)
by: Kazeem Abimbola Sanusi, et al.
Published: (2025-12-01)
Bayesian Quantile Regression for Partial Functional Linear Spatial Autoregressive Model
by: Dengke Xu, et al.
Published: (2025-06-01)
by: Dengke Xu, et al.
Published: (2025-06-01)
A Novel Bayesian Linear Regression Model for the Analysis of Neuroimaging Data
by: Albert Belenguer-Llorens, et al.
Published: (2022-03-01)
by: Albert Belenguer-Llorens, et al.
Published: (2022-03-01)
Study of Bayesian variable selection method on mixed linear regression models.
by: Yong Li, et al.
Published: (2023-01-01)
by: Yong Li, et al.
Published: (2023-01-01)
Variational Bayesian EM Algorithm for Quantile Regression in Linear Mixed Effects Models
by: Weixian Wang, et al.
Published: (2024-10-01)
by: Weixian Wang, et al.
Published: (2024-10-01)
Approximate Bayesian estimation for parameters of simple linear bivariate truncated t regression model
by: Elham Hussain, et al.
Published: (2020-03-01)
by: Elham Hussain, et al.
Published: (2020-03-01)
Partially fixed bayesian additive regression trees
by: Hao Ran, et al.
Published: (2024-07-01)
by: Hao Ran, et al.
Published: (2024-07-01)
An energy consumption rectification method based on Bayesian linear regression and heating degree‐days
by: Shouchen Sun, et al.
Published: (2024-10-01)
by: Shouchen Sun, et al.
Published: (2024-10-01)
General Hyperplane Prior Distributions Based on Geometric Invariances for Bayesian Multivariate Linear Regression
by: Udo von Toussaint
Published: (2015-06-01)
by: Udo von Toussaint
Published: (2015-06-01)
The soil microbiome of Lolium perenne L. depends on host genotype, is modified by nitrogen level and varies across season
by: Cristiana Paina, et al.
Published: (2024-03-01)
by: Cristiana Paina, et al.
Published: (2024-03-01)
Functionally Validating Evolutionary Conserved Risk Genes for Parkinson’s Disease in <i>Drosophila melanogaster</i>
by: Amalie Elton Baisgaard, et al.
Published: (2023-02-01)
by: Amalie Elton Baisgaard, et al.
Published: (2023-02-01)
Bayesian Linear Regression and Natural Logarithmic Correction for Digital Image-Based Extraction of Linear and Tridimensional Zoometrics in Dromedary Camels
by: Carlos Iglesias Pastrana, et al.
Published: (2022-09-01)
by: Carlos Iglesias Pastrana, et al.
Published: (2022-09-01)
Bugs on Drugs: Paracetamol Exposure Reveals Genotype-Specific Generational Effects on Life History Traits in <i>Drosophila melanogaster</i>
by: Birk Nete Randlev Gleerup Hundebøl, et al.
Published: (2024-10-01)
by: Birk Nete Randlev Gleerup Hundebøl, et al.
Published: (2024-10-01)
Bayesian Q learning method with Dyna architecture and prioritized sweeping
by: Jun YU, et al.
Published: (2013-11-01)
by: Jun YU, et al.
Published: (2013-11-01)
Exploring Approaches for Blended Learning in Life Sciences
by: Malene Brohus, et al.
Published: (2022-11-01)
by: Malene Brohus, et al.
Published: (2022-11-01)
Bayesian Approach to Simultaneous Variable Selection and Estimation in a Linear Regression Model with Applications in Driver Telematics
by: Himchan Jeong, et al.
Published: (2025-10-01)
by: Himchan Jeong, et al.
Published: (2025-10-01)
Mix Copula Function Based Wind Power Correlation Analysis: A Bayesian Linear Regression Approach
by: Chenbo SU, et al.
Published: (2021-08-01)
by: Chenbo SU, et al.
Published: (2021-08-01)
Probabilistic models for prediction of the yield stress of rebars and compressive strength of concrete based on Bayesian linear regression
by: H.R. Noorbala Tafti, et al.
Published: (2024-09-01)
by: H.R. Noorbala Tafti, et al.
Published: (2024-09-01)
Identifying the influencing factors for the BMI by bayesian and frequentist multiple linear regression models: A comparative study
by: R Vijayaragunathan, et al.
Published: (2023-01-01)
by: R Vijayaragunathan, et al.
Published: (2023-01-01)
Baseline Energy Use Modeling and Characterization in Tertiary Buildings Using an Interpretable Bayesian Linear Regression Methodology
by: Benedetto Grillone, et al.
Published: (2021-09-01)
by: Benedetto Grillone, et al.
Published: (2021-09-01)
BayesSUR: An R Package for High-Dimensional Multivariate Bayesian Variable and Covariance Selection in Linear Regression
by: Zhi Zhao, et al.
Published: (2021-11-01)
by: Zhi Zhao, et al.
Published: (2021-11-01)
Regression Test Case Prioritization Approach Based on Deep Learning
by: ZHANG Lizheng, YANG Qiuhui, LI Xingjia, DAI Shengxin
Published: (2024-12-01)
by: ZHANG Lizheng, YANG Qiuhui, LI Xingjia, DAI Shengxin
Published: (2024-12-01)
Cleansing of inconsistent sample in linear regression model based on rough sets theory
by: Rasyidah, et al.
Published: (2023-12-01)
by: Rasyidah, et al.
Published: (2023-12-01)
INfluenza VaccInation To mitigate typE 1 Diabetes (INVITED): a study protocol for a randomised, double-blind, placebo-controlled clinical trial in children and adolescents with recent-onset type 1 diabetes
by: Mette Madsen, et al.
Published: (2024-06-01)
by: Mette Madsen, et al.
Published: (2024-06-01)
Prediction of Ship Main Particulars for Harbor Tugboats Using a Bayesian Network Model and Non-Linear Regression
by: Ömer Emre Karaçay, et al.
Published: (2024-03-01)
by: Ömer Emre Karaçay, et al.
Published: (2024-03-01)
Estimating mono- and bi-phasic regression parameters using a mixture piecewise linear Bayesian hierarchical model.
by: Rui Zhao, et al.
Published: (2017-01-01)
by: Rui Zhao, et al.
Published: (2017-01-01)
Artificial neural networks compared with Bayesian generalized linear regression for leaf rust resistance prediction in Arabica coffee
by: Gabi Nunes Silva, et al.
Published: (2017-03-01)
by: Gabi Nunes Silva, et al.
Published: (2017-03-01)
Prioritized aggregation operators based on Schweizer-Sklar t-norm for linear Diophantine fuzzy sets and their application in green sustainable chain
by: Tehreem, et al.
Published: (2023-11-01)
by: Tehreem, et al.
Published: (2023-11-01)
Bayesian quantile regression for streaming data
by: Zixuan Tian, et al.
Published: (2024-09-01)
by: Zixuan Tian, et al.
Published: (2024-09-01)
Bayesian Analyses of Ridge Regression Prooblems
by: H. M. Gorgees
Published: (2017-05-01)
by: H. M. Gorgees
Published: (2017-05-01)
Similar Items
-
Evaluation of Bayesian Linear Regression derived gene set test methods
by: Zhonghao Bai, et al.
Published: (2024-12-01) -
Enhanced genetic fine mapping accuracy with Bayesian Linear Regression models in diverse genetic architectures.
by: Merina Shrestha, et al.
Published: (2025-07-01) -
Pleiotropic Effects of Influenza Vaccination
by: Astrid Johannesson Hjelholt, et al.
Published: (2023-08-01) -
Strong Sex-Dependent Effects of Malnutrition on Life- and Healthspan in <i>Drosophila melanogaster</i>
by: Nikolaj Klausholt Bak, et al.
Published: (2023-12-01) -
A Quantitative Genomic Approach for Analysis of Fitness and Stress Related Traits in a Drosophila melanogaster Model Population
by: Palle Duun Rohde, et al.
Published: (2016-01-01)
