Table X.

Top genes, within pathway 36, c17_U133_probes, ranked by the mean of the absolute values of the difference $\frac{1}{S}{\sum }_{s=1}^S\mid \widehat{\tau }-{\widehat{\tau }}_{\text{Bay},(-g)}^s\mid$, where τ̂ and ρ̂ are the means of posterior samples obtained by fitting Bayesian hierarchical model (3) by using the observed data and where ${\widehat{\tau }}_{\text{Bay},(-g)}^s$ and ${\widehat{\tau }}_{\text{Bay},(-g)}^s$ are the sth posterior samples obtained by fitting Bayesian hierarchical model (3) after removing gene g.

Gene ID	Gene name	$\frac{1}{S}{\sum }_{s=1}^S\mid {\widehat{\tau }}_{\text{Bay},(-g)}^s-\widehat{\tau }\mid$	$\frac{1}{S}{\sum }_{s=1}^S\mid {\widehat{\rho }}_{\text{Bay},(-g)}^s-\widehat{\rho }\mid$	$\frac{1}{S}{\sum }_{s=1}^S\mid {(\frac{\widehat{\tau }}{\widehat{\rho }})}_{\text{Bay},(-g)}^s-(\frac{\widehat{\tau }}{\widehat{\rho }})\mid$
202305_s_at	FEZ2	13.73	1.25	58.59
203138_at	HAT1	6.79	0.61	58.47
215000_s_at	FEZ2	6.18	1.13	64.13
215489_x_at	HOMER3	5.90	0.73	61.50
220966_x_at	ARPC5L	3.63	1.13	66.37
202569_s_at	MARK3	2.72	1.12	67.18
208903_at	RPS28	2.67	0.34	61.70
207968_s_at	MEF2C	2.02	1.13	67.79
217150_s_at	NF2	1.44	0.01	37.30
217852_s_at	SBNO1	1.38	0.20	62.54
207741_x_at	TPS1	1.18	0.07	51.24
205963_s_at	DNAJA3	1.12	0.22	64.23
38918_at	SOX13	0.91	0.16	63.45
217161_x_at	AGC1	0.82	0.05	52.59
217780_at	PTD008	0.81	0.19	65.02
208904_s_at	RPS28	0.77	0.20	65.57
213798_s_at	CAP1	0.68	0.18	65.58
202804_at	ABCC1	0.63	0.19	65.96
215148_s_at	RAB3D	0.59	0.17	65.75
218188_s_at	RPS5P1	0.51	0.02	46.01