Bayesian inference

Mitochondrial polymorphism in Tetragonisca angustula and Tetragonisca weyrauchi (Apidae) in northern Brazil

L. Ronqui, Santos, S. A., Santos, S. A., Mangolin, C. A., Toledo, V. A. A., and Ruvolo-Takasusuki, M. C. C., “Mitochondrial polymorphism in Tetragonisca angustula and Tetragonisca weyrauchi (Apidae) in northern Brazil”, Genetics and Molecular Research, vol. 19, no. 2, 2020.

Identification of disturbed pathways in heart failure based on Gibbs sampling and pathway enrichment analysis

P. Chen, Guo, L. H., Guo, Y. K., Qu, Z. J., Gao, Y., Qiu, H., Chen, P., Guo, L. H., Guo, Y. K., Qu, Z. J., Gao, Y., and Qiu, H., “Identification of disturbed pathways in heart failure based on Gibbs sampling and pathway enrichment analysis”, vol. 15, p. -, 2016.

We identified disturbed pathways in heart failure (HF) based on Gibbs sampling combined with pathway enrichment analysis. A total of 396 Markov chains (MCs) (gene count >5) were obtained. After Gibbs sampling, six differentially expressed molecular functions (DEMFs) (possibility ≥0.8) were obtained. As statistical analysis was performed on the number of individual differentially expressed genes (DEGs), we found that there were 137 DEGs with frequency of occurrence ≥2 in the DEMFs.

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