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Volume 30, Number 1—January 2024
Research

Disease-Associated Streptococcus pneumoniae Genetic Variation

Shimin Yang1, Jianyu Chen1, Jinjian Fu1, Jiayin Huang, Ting Li, Zhenjiang Yao, and Xiaohua YeComments to Author 
Author affiliations: Guangdong Pharmaceutical University, Guangzhou, China (S. Yang, J. Chen, J. Huang, T. Li, Z. Yao, X. Ye); Liuzhou Maternity and Child Health Care Hospital, Liuzhou, China (J. Fu)

Main Article

Figure 1

Two-stage GWAS analysis process used to detect infection-associated Streptococcus pneumoniae k-mers in study of disease-associated Streptococcus pneumoniae genetic variation. GWAS, genome-wide association studies; LASSO, least absolute shrinkage and selection operator; LMM, linear mixed model; VSURF, variable selection using random forests; WGS, whole-genome sequencing.

Figure 1. Two-stage GWAS analysis process used to detect infection-associated Streptococcus pneumoniae k-mers in study of disease-associated Streptococcus pneumoniae genetic variation. GWAS, genome-wide association studies; LASSO, least absolute shrinkage and selection operator; LMM, linear mixed model; VSURF, variable selection using random forests; WGS, whole-genome sequencing.

Main Article

1These authors contributed equally to this article.

Page created: November 24, 2023
Page updated: December 20, 2023
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