Applications of Bayesian Gene Selection and Classification with Mixtures of Generalized Singular 𝑔-Priors

Table 3

The posterior inclusion probability and description of the leading 20 genes for the leukemia study. Genes identified in other studies were also noted.

Gene	Probability	Description
X95735	0.0691	Zyxin^abc
M27891	0.0519	CST3 cystatin C (amyloid angiopathy and cerebral hemorrhage)^abc
M23197	0.0302	CD33 cD33 antigen (differentiation antigen)^abc
Y12670	0.0251	LEPR leptin receptor^a
X85116	0.0226	Epb72 gene exon 1^ab
D88422	0.0196	CYSTATIN A^bc
X62654	0.0196	ME491 gene extracted from H.  sapiens gene for Me491/CD63 antigen^b
X04085	0.0195	Catalase (EC 1.11.1.6) 5′ank and exon 1 mapping to chromosome 11, band p13 (and joined CDS)^a
L09209	0.0195	APLP2 amyloid beta (A4) precursor-like protein 2^bc
HG1612-HT1612	0.0186	Macmarcks^bc
M16038	0.0186	LYN V-yes-1 Yamaguchi sarcoma viral related oncogene homolog^abc
U50136	0.0181	Leukotriene C4 synthase (LTC4S) gene^ab
M55150	0.0172	FAH fumarylacetoacetate^ab
M92287	0.0172	CCND3 cyclin D3^bc
M22960	0.0168	PPGB protective protein for beta-galactosidase (galactosialidosis)^bc
X70297	0.0168	CHRNA7 cholinergic receptor, nicotinic, and alpha polypeptide 7^b
X51521	0.0163	VIL2 Villin 2 (ezrin)^b
M63138	0.0154	CTSD cathepsin D (lysosomal aspartyl protease)^ab
M27783	0.0154	ELA2 elastase 2, neutrophil^c
U81554	0.0137	CaM kinase II isoform mRNA

aGene also identified in Golub et al. [36].
^bGene also identified in Ben-Dor et al. [38].
^cGene also identified in in Lee et al. [22].