other · Figshare · 2024

WGCNA and machine learning algorithms.

Shushu Wang (6870191), Kachun Lu (20454740), Liwen Lin (2056903), Gaijie Li (20454743), Yuxin Han (10578554), Zhichao Lin (4399696), Qingmin Chu (20454746), Kunsheng Wu (20454749), Peijian Liu (20454752), Guiting Zhou (20249254), Rui Peng (472678), Chuanjin Luo (10191416)

Cited by 0Open access

Abstract

<p>A: Scale-free topology fit index and average connectivity analysis for the GSE100927 dataset. B: Dendrogram of the GSE100927 dataset, where the upper part shows the hierarchical clustering of genes, and the lower part shows gene modules, also known as network modules. C: Heatmap of gene correlations with the AS phenotype in the GSE100927 dataset. The color blocks on the left represent modules, and the color bars on the right indicate the range of correlation; the darker the color in the heatmap, the higher the correlation, with red indicating positive correlation and blue indicating negative correlation. Each cell contains numbers representing correlation strength and significance. D: Scale-free topology fit index and average connectivity analysis for the GSE89632 dataset. E: Dendrogram of the GSE89632 dataset, displaying clustering of genes into modules. F: Heatmap of gene correlations with the NAFLD phenotype in the GSE89632 dataset. G: Venn diagram of the intersection of key module genes from AS and NAFLD with CGs, yielding 48 Key Genes. H-I: Lasso regression analysis on the 48 Key Genes to compute diagnostic biomarkers’ lambda (λ) value (H) and its minimum value (I).</p>

Cite this paper

APA 7

(6870191), S. W., (20454740), K. L., (2056903), L. L., (20454743), G. L., (10578554), Y. H., (4399696), Z. L., (20454746), Q. C., (20454749), K. W., (20454752), P. L., (20249254), G. Z., (472678), R. P., & (10191416), C. L. (2024). WGCNA and machine learning algorithms. Figshare. https://doi.org/10.1371/journal.pone.0314961.g003

MLA 9

(6870191), Shushu Wang, et al. “WGCNA and machine learning algorithms.” Figshare, 2024, https://doi.org/10.1371/journal.pone.0314961.g003.

Chicago

(6870191), Shushu Wang, Kachun Lu (20454740), Liwen Lin (2056903), Gaijie Li (20454743), Yuxin Han (10578554), Zhichao Lin (4399696), Qingmin Chu (20454746), et al. 2024. “WGCNA and machine learning algorithms.” Figshare. https://doi.org/10.1371/journal.pone.0314961.g003.

Harvard

(6870191), S.W. et al. (2024) ‘WGCNA and machine learning algorithms’, Figshare. Available at: https://doi.org/10.1371/journal.pone.0314961.g003.

BibTeX

@misc{68701912024wgcna,
  title = {{WGCNA and machine learning algorithms.}},
  author = {(6870191), Shushu Wang and (20454740), Kachun Lu and (2056903), Liwen Lin and (20454743), Gaijie Li and (10578554), Yuxin Han and (4399696), Zhichao Lin and (20454746), Qingmin Chu and (20454749), Kunsheng Wu and (20454752), Peijian Liu and (20249254), Guiting Zhou and (472678), Rui Peng and (10191416), Chuanjin Luo},
  journal = {Figshare},
  year = {2024},
  doi = {10.1371/journal.pone.0314961.g003}
}

Made from the index record. Check names, capitalisation and page numbers against the paper. Need another style? AI for Research has over 10,000.