[Hub]/) : Traits : Breast Cancer : ← →

chr5:80,580,063-82,378,422

Best TWAS P=3.84e-13 · Best GWAS P=8.93e-13 conditioned to 0.204

Associated models

#	Study	Tissue	Gene	h2	eQTL R2	model	# weights	model R2	model R2 P	eQTL GWAS Z	TWAS Z	TWAS P	Top SNP corr	PP3	PP4	joint
1	CommonMind	Brain Pre-frontal Cortex	ATG10	0.49	0.47	enet	37	0.64	3.4e-103	6.9	6.0	1.9e-09	0.83	0.03	0.97	FALSE
2	CommonMind	Brain Pre-frontal Cortex	RPS23	0.40	0.64	enet	30	0.64	3.9e-102	5.2	-5.8	6.2e-09	-0.85	1.00	0.00	FALSE
3	GTEx	Adipose Subcutaneous	ATG10	0.45	0.40	lasso	9	0.51	1.4e-47	6.8	6.7	2.3e-11	0.87	0.05	0.95	FALSE
4	GTEx	Adipose Subcutaneous	RPS23	0.10	0.10	lasso	2	0.08	2.0e-07	5.3	-5.3	1.1e-07	-0.78	0.87	0.13	FALSE
5	GTEx	Adipose Subcutaneous	ATP6AP1L	0.44	0.44	lasso	5	0.43	1.5e-38	5.3	5.3	1.0e-07	0.78	1.00	0.00	FALSE
6	GTEx	Adipose Visceral Omentum	ATG10	0.47	0.35	enet	26	0.39	2.5e-21	6.8	6.4	1.8e-10	0.92	0.02	0.98	FALSE
7	GTEx	Adipose Visceral Omentum	ATP6AP1L	0.20	0.30	lasso	4	0.27	1.6e-14	5.3	5.7	1.4e-08	0.82	0.49	0.51	FALSE
8	GTEx	Adrenal Gland	ATG10	0.31	0.28	lasso	5	0.31	1.0e-11	6.8	6.7	1.8e-11	0.92	0.02	0.98	FALSE
9	GTEx	Adrenal Gland	ATP6AP1L	0.35	0.33	lasso	6	0.32	4.4e-12	5.2	5.3	1.1e-07	0.78	0.93	0.07	FALSE
10	GTEx	Artery Aorta	ATG10	0.38	0.13	lasso	11	0.34	1.0e-19	-1.9	5.9	3.8e-09	0.72	0.03	0.97	FALSE
11	GTEx	Artery Aorta	RPS23	0.13	0.07	lasso	3	0.06	2.4e-04	5.3	-5.3	1.1e-07	-0.78	0.15	0.81	FALSE
12	GTEx	Artery Aorta	ATP6AP1L	0.09	0.06	lasso	2	0.02	3.2e-02	5.2	6.0	1.7e-09	0.89	0.03	0.94	FALSE
13	GTEx	Artery Coronary	ATG10	0.40	0.32	lasso	7	0.33	6.5e-12	7.1	7.0	2.8e-12	0.98	0.02	0.98	FALSE
14	GTEx	Artery Coronary	ATP6AP1L	0.28	0.14	enet	5	0.17	3.1e-06	5.2	5.3	8.6e-08	0.77	0.12	0.84	FALSE
15	GTEx	Artery Tibial	ATG10	0.39	0.33	lasso	8	0.48	4.8e-42	6.8	6.4	1.5e-10	0.82	0.04	0.96	FALSE
16	GTEx	Artery Tibial	ATP6AP1L	0.24	0.23	enet	25	0.24	8.9e-19	5.2	5.5	3.5e-08	0.82	0.77	0.23	FALSE
17	GTEx	Brain Caudate basal ganglia	ATG10	0.37	0.00	enet	15	0.00	2.3e-01	-4.9	5.8	6.7e-09	0.59	0.07	0.50	FALSE
18	GTEx	Brain Caudate basal ganglia	ATP6AP1L	0.35	0.33	lasso	1	0.28	9.4e-09	5.2	5.2	1.5e-07	0.79	0.23	0.77	FALSE
19	GTEx	Brain Cerebellar Hemisphere	ATP6AP1L	0.53	0.53	lasso	4	0.53	3.8e-16	5.3	5.3	1.2e-07	0.78	0.20	0.80	FALSE
20	GTEx	Brain Cerebellum	ATG10	0.50	0.42	enet	21	0.43	4.7e-14	6.8	7.0	2.1e-12	0.93	0.03	0.97	FALSE
21	GTEx	Brain Cerebellum	ATP6AP1L	0.54	0.61	enet	18	0.64	2.8e-24	5.2	5.8	5.1e-09	0.85	0.26	0.74	FALSE
22	GTEx	Brain Cortex	ATG10	0.21	0.04	lasso	5	0.02	9.7e-02	7.1	6.8	9.1e-12	0.88	0.04	0.68	FALSE
23	GTEx	Brain Cortex	ATP6AP1L	0.51	0.51	lasso	3	0.49	1.3e-15	5.3	5.3	1.2e-07	0.78	0.82	0.18	FALSE
24	GTEx	Brain Frontal Cortex BA9	ATP6AP1L	0.43	0.24	enet	22	0.26	1.9e-07	7.0	6.3	3.2e-10	0.91	0.02	0.98	FALSE
25	GTEx	Brain Hippocampus	ATP6AP1L	0.43	0.25	lasso	11	0.24	3.2e-06	5.4	5.2	2.4e-07	0.75	0.04	0.92	FALSE
26	GTEx	Brain Hypothalamus	ATP6AP1L	0.31	0.24	lasso	1	0.21	1.4e-05	5.4	5.5	5.1e-08	0.78	0.07	0.75	FALSE
27	GTEx	Brain Nucleus accumbens basal ganglia	ATG10	0.35	0.03	enet	22	0.20	4.0e-06	5.6	5.8	4.9e-09	0.63	0.08	0.76	FALSE
28	GTEx	Brain Nucleus accumbens basal ganglia	ATP6AP1L	0.31	0.27	enet	27	0.30	1.4e-08	5.2	6.0	2.0e-09	0.88	0.04	0.95	FALSE
29	GTEx	Brain Putamen basal ganglia	ATP6AP1L	0.22	0.12	lasso	5	0.08	5.9e-03	5.4	5.5	3.5e-08	0.84	0.04	0.93	FALSE
30	GTEx	Breast Mammary Tissue	ATG10	0.43	0.42	lasso	13	0.50	4.1e-29	6.8	6.9	4.5e-12	0.93	0.02	0.98	FALSE
31	GTEx	Breast Mammary Tissue	RPS23	0.15	0.09	lasso	4	0.08	5.0e-05	5.3	-5.7	1.3e-08	-0.82	0.08	0.90	FALSE
32	GTEx	Breast Mammary Tissue	ATP6AP1L	0.39	0.51	enet	13	0.51	4.0e-30	5.3	5.6	2.2e-08	0.86	0.99	0.01	FALSE
33	GTEx	Breast Mammary Tissue (Male)	ATG10	0.44	0.24	enet	36	0.26	8.2e-07	7.1	6.3	2.2e-10	0.88	0.02	0.98	FALSE
34	GTEx	Breast Mammary Tissue (Male)	ATP6AP1L	0.62	0.48	lasso	8	0.51	8.1e-14	5.3	5.2	2.0e-07	0.77	0.46	0.54	FALSE
35	GTEx	Cells EBV-transformed lymphocytes	ATG10	0.46	0.50	lasso	6	0.54	1.9e-20	6.8	6.8	9.8e-12	0.97	0.03	0.97	FALSE
36	GTEx	Cells EBV-transformed lymphocytes	ATP6AP1L	0.66	0.65	enet	28	0.67	1.0e-28	5.3	5.7	1.3e-08	0.80	0.99	0.01	FALSE
37	GTEx	Cells Transformed fibroblasts	ATG10	0.30	0.36	lasso	14	0.40	5.7e-32	6.8	6.9	5.0e-12	0.94	0.03	0.97	FALSE
38	GTEx	Cells Transformed fibroblasts	RPS23	0.13	0.13	lasso	4	0.11	1.2e-08	5.3	-5.4	6.8e-08	-0.78	0.82	0.18	FALSE
39	GTEx	Cells Transformed fibroblasts	ATP6AP1L	0.46	0.55	lasso	5	0.56	1.1e-49	5.3	5.7	1.0e-08	0.84	1.00	0.00	FALSE
40	GTEx	Colon Sigmoid	ATG10	0.63	0.26	lasso	14	0.42	5.1e-16	-1.9	5.6	1.7e-08	0.67	0.03	0.97	FALSE
41	GTEx	Colon Sigmoid	ATP6AP1L	0.43	0.44	lasso	6	0.42	3.0e-16	5.3	5.3	9.7e-08	0.77	0.90	0.10	FALSE
42	GTEx	Colon Transverse	ATG10	0.36	0.38	lasso	12	0.43	4.6e-22	6.8	6.7	2.7e-11	0.94	0.03	0.97	FALSE
43	GTEx	Colon Transverse	ATP6AP1L	0.50	0.59	lasso	4	0.60	1.1e-34	5.3	5.6	1.7e-08	0.83	1.00	0.00	FALSE
44	GTEx	Esophagus Gastroesophageal Junction	ATG10	0.35	0.25	lasso	7	0.28	8.4e-11	6.8	6.7	3.0e-11	0.88	0.02	0.98	FALSE
45	GTEx	Esophagus Gastroesophageal Junction	ATP6AP1L	0.54	0.38	lasso	6	0.45	5.5e-18	5.3	5.2	2.1e-07	0.77	1.00	0.00	FALSE
46	GTEx	Esophagus Mucosa	ATG10	0.36	0.40	lasso	5	0.44	4.2e-32	6.8	6.9	6.0e-12	0.92	0.04	0.96	FALSE
47	GTEx	Esophagus Mucosa	ATP6AP1L	0.29	0.42	enet	12	0.42	3.2e-30	5.3	5.8	5.1e-09	0.85	1.00	0.00	FALSE
48	GTEx	Esophagus Muscularis	ATG10	0.41	0.32	lasso	10	0.52	7.8e-36	6.9	6.3	3.4e-10	0.79	0.02	0.98	FALSE
49	GTEx	Esophagus Muscularis	RPS23	0.18	0.13	enet	21	0.12	5.1e-08	7.1	-6.4	1.4e-10	-0.97	0.01	0.99	FALSE
50	GTEx	Esophagus Muscularis	ATP6AP1L	0.40	0.46	enet	11	0.45	4.7e-30	5.0	5.4	8.2e-08	0.81	1.00	0.00	FALSE
51	GTEx	Heart Atrial Appendage	ATG10	0.30	0.23	lasso	8	0.25	1.4e-11	6.8	7.1	1.1e-12	0.94	0.03	0.97	FALSE
52	GTEx	Heart Atrial Appendage	ATP6AP1L	0.34	0.39	lasso	5	0.36	4.1e-17	5.2	5.3	1.4e-07	0.78	0.99	0.01	FALSE
53	GTEx	Heart Left Ventricle	ATG10	0.27	0.13	lasso	11	0.29	1.2e-15	-1.9	5.8	6.2e-09	0.68	0.04	0.96	FALSE
54	GTEx	Heart Left Ventricle	ATP6AP1L	0.27	0.36	lasso	7	0.34	4.4e-19	5.3	5.6	2.7e-08	0.80	0.93	0.07	FALSE
55	GTEx	Liver	ATG10	0.24	0.25	lasso	8	0.26	6.5e-08	6.9	5.5	4.2e-08	0.93	0.02	0.98	FALSE
56	GTEx	Lung	ATG10	0.41	0.25	lasso	13	0.40	4.5e-33	6.9	6.8	1.2e-11	0.83	0.02	0.98	FALSE
57	GTEx	Lung	ATP6AP1L	0.29	0.35	lasso	9	0.36	2.1e-28	5.3	6.0	1.7e-09	0.85	0.99	0.01	FALSE
58	GTEx	Muscle Skeletal	ATG10	0.39	0.29	lasso	10	0.42	3.0e-44	6.8	6.4	1.2e-10	0.81	0.03	0.97	FALSE
59	GTEx	Muscle Skeletal	ATP6AP1L	0.19	0.26	lasso	7	0.26	3.2e-25	5.2	5.6	2.5e-08	0.82	1.00	0.00	FALSE
60	GTEx	Nerve Tibial	ATG10	0.42	0.48	lasso	16	0.51	4.7e-41	7.1	7.1	9.8e-13	0.96	0.01	0.99	FALSE
61	GTEx	Nerve Tibial	ATP6AP1L	0.56	0.60	lasso	6	0.61	1.2e-53	5.3	5.5	3.0e-08	0.82	1.00	0.00	FALSE
62	GTEx	Ovary	ATG10	0.42	0.45	lasso	4	0.40	6.1e-11	6.8	6.8	9.0e-12	0.96	0.03	0.97	FALSE
63	GTEx	Ovary	ATP6AP1L	0.36	0.44	lasso	7	0.39	1.7e-10	5.3	5.3	1.2e-07	0.78	0.35	0.65	FALSE
64	GTEx	Pancreas	ATP6AP1L	0.50	0.43	lasso	4	0.43	5.5e-20	5.2	5.2	1.7e-07	0.78	1.00	0.00	FALSE
65	GTEx	Pituitary	ATG10	0.34	0.19	lasso	7	0.17	3.9e-05	7.0	7.2	7.9e-13	0.96	0.02	0.97	FALSE
66	GTEx	Prostate	ATG10	0.56	0.40	lasso	11	0.50	1.2e-14	6.8	6.6	3.4e-11	0.84	0.02	0.97	FALSE
67	GTEx	Skin Not Sun Exposed Suprapubic	ATG10	0.41	0.45	lasso	12	0.43	7.5e-26	6.8	6.9	4.0e-12	0.96	0.03	0.97	FALSE
68	GTEx	Skin Not Sun Exposed Suprapubic	RPS23	0.16	0.09	lasso	4	0.09	8.5e-06	6.8	-6.3	3.7e-10	-0.94	0.03	0.97	FALSE
69	GTEx	Skin Not Sun Exposed Suprapubic	ATP6AP1L	0.39	0.44	lasso	4	0.44	1.5e-26	5.3	6.0	1.4e-09	0.88	0.61	0.39	FALSE
70	GTEx	Skin Sun Exposed Lower leg	ATG10	0.38	0.46	lasso	12	0.50	4.2e-47	6.9	7.2	8.2e-13	0.97	0.02	0.98	FALSE
71	GTEx	Skin Sun Exposed Lower leg	RPS23	0.13	0.08	lasso	5	0.09	9.2e-08	5.3	-6.1	8.3e-10	-0.89	0.06	0.94	FALSE
72	GTEx	Skin Sun Exposed Lower leg	ATP6AP1L	0.45	0.56	enet	22	0.57	5.3e-57	5.2	5.4	7.3e-08	0.82	1.00	0.00	FALSE
73	GTEx	Small Intestine Terminal Ileum	ATG10	0.38	0.16	lasso	7	0.38	1.9e-09	6.8	6.0	1.5e-09	0.79	0.04	0.89	FALSE
74	GTEx	Small Intestine Terminal Ileum	ATP6AP1L	0.46	0.44	lasso	4	0.44	4.6e-11	5.4	5.3	8.7e-08	0.78	0.90	0.06	FALSE
75	GTEx	Spleen	ATG10	0.30	0.23	lasso	8	0.21	4.1e-06	6.8	6.8	1.0e-11	0.93	0.02	0.97	FALSE
76	GTEx	Stomach	ATG10	0.36	0.27	lasso	9	0.24	6.5e-12	6.8	7.0	2.2e-12	0.97	0.02	0.98	FALSE
77	GTEx	Stomach	ATP6AP1L	0.33	0.39	lasso	6	0.38	2.4e-19	5.3	5.3	1.1e-07	0.78	1.00	0.00	FALSE
78	GTEx	Testis	ATG10	0.52	0.61	lasso	9	0.61	6.7e-34	6.8	7.0	1.8e-12	0.97	0.04	0.96	FALSE
79	GTEx	Testis	RPS23	0.28	0.18	lasso	9	0.20	3.1e-09	7.1	-6.6	4.8e-11	-0.95	0.02	0.98	FALSE
80	GTEx	Thyroid	ATG10	0.40	0.39	lasso	12	0.53	3.5e-47	6.9	6.8	9.2e-12	0.90	0.02	0.98	FALSE
81	GTEx	Thyroid	RPS23	0.12	0.05	lasso	4	0.10	7.0e-08	5.3	-5.4	8.2e-08	-0.80	0.15	0.84	FALSE
82	GTEx	Thyroid	ATP6AP1L	0.41	0.48	lasso	3	0.48	7.4e-41	5.3	5.3	1.1e-07	0.78	1.00	0.00	FALSE
83	GTEx	Uterus	ATG10	0.34	0.38	lasso	11	0.39	5.6e-09	6.8	7.1	1.0e-12	0.98	0.02	0.98	FALSE
84	GTEx	Vagina	ATG10	0.33	0.30	enet	15	0.36	4.7e-09	7.0	7.1	9.5e-13	0.91	0.02	0.98	FALSE
85	GTEx	Vagina	ATP6AP1L	0.32	0.39	lasso	8	0.35	8.3e-09	5.2	5.6	2.6e-08	0.83	0.11	0.88	FALSE
86	GTEx	Whole Blood	ATG10	0.20	0.18	lasso	7	0.24	1.7e-22	6.8	6.4	1.4e-10	0.83	0.02	0.98	FALSE
87	GTEx	Whole Blood	ATP6AP1L	0.27	0.29	lasso	3	0.28	4.9e-26	5.3	5.3	1.0e-07	0.79	1.00	0.00	FALSE
88	METSIM	Adipose	ATG10	0.23	0.13	enet	26	0.29	2.0e-44	-1.9	5.8	7.4e-09	0.71	0.10	0.90	FALSE
89	METSIM	Adipose	ATP6AP1L	0.12	0.21	lasso	5	0.20	1.1e-29	5.4	5.5	3.7e-08	0.79	1.00	0.00	FALSE
90	METSIM	Adipose	RPS23	0.10	0.14	enet	17	0.17	2.5e-25	5.4	-6.2	5.1e-10	-0.89	0.94	0.06	FALSE
91	NTR	Blood	RPS23	0.11	0.13	enet	29	0.14	1.1e-43	5.4	-5.4	8.4e-08	-0.78	1.00	0.00	FALSE
92	ROSMAP	Brain Pre-frontal Cortex	ATP6AP1L	0.29	0.49	lasso	10	0.49	3.3e-72	5.3	5.8	8.8e-09	0.83	1.00	0.00	FALSE
93	YFS	Blood	ATP6AP1L	0.06	0.11	lasso	6	0.11	1.1e-33	5.4	5.7	1.1e-08	0.83	1.00	0.00	FALSE
94	The Cancer Genome Atlas	Bladder Urothelial Carcinoma	ATG10	0.10	0.08	blup	120	0.11	1.6e-09	6.8	6.3	2.8e-10	0.86	0.03	0.97	FALSE
95	The Cancer Genome Atlas	Bladder Urothelial Carcinoma	ATP6AP1L	0.18	0.13	lasso	6	0.13	6.9e-11	5.3	5.3	1.1e-07	0.78	1.00	0.00	FALSE
96	The Cancer Genome Atlas	Bladder Urothelial Carcinoma	RPS23	0.07	0.07	blup	53	0.06	7.1e-06	6.5	-6.0	1.6e-09	-0.90	0.02	0.98	FALSE
97	The Cancer Genome Atlas	Breast Invasive Carcinoma	ATG10	0.19	0.26	lasso	9	0.34	5.5e-71	6.9	6.6	5.0e-11	0.83	0.05	0.95	FALSE
98	The Cancer Genome Atlas	Breast Invasive Carcinoma	RPS23	0.10	0.13	lasso	8	0.13	4.3e-26	5.3	-5.8	7.3e-09	-0.84	0.99	0.01	FALSE
99	The Cancer Genome Atlas	Cervical Squamous Cell Carcinoma	ATG10	0.21	0.18	blup	121	0.19	1.4e-09	7.0	6.4	1.7e-10	0.85	0.02	0.98	FALSE
100	The Cancer Genome Atlas	Cervical Squamous Cell Carcinoma	ATP6AP1L	0.16	0.23	lasso	5	0.20	2.6e-10	5.0	5.3	8.7e-08	0.77	0.83	0.16	FALSE
101	The Cancer Genome Atlas	Cervical Squamous Cell Carcinoma	RPS23	0.06	0.03	blup	53	0.02	2.4e-02	6.5	-6.5	1.1e-10	-0.89	0.02	0.53	FALSE
102	The Cancer Genome Atlas	Colon Adenocarcinoma	ATG10	0.31	0.23	lasso	8	0.23	2.6e-13	6.9	6.9	4.2e-12	0.95	0.05	0.95	FALSE
103	The Cancer Genome Atlas	Colon Adenocarcinoma	ATP6AP1L	0.19	0.26	lasso	6	0.30	2.1e-17	5.3	6.1	9.6e-10	0.87	0.04	0.96	FALSE
104	The Cancer Genome Atlas	Colon Adenocarcinoma	RPS23	0.09	0.10	lasso	2	0.10	2.9e-06	6.5	-6.7	1.9e-11	-0.96	0.01	0.99	FALSE
105	The Cancer Genome Atlas	Esophageal Carcinoma	ATG10	0.29	0.20	enet	10	0.26	6.0e-09	6.2	7.3	3.8e-13	0.91	0.04	0.96	TRUE
106	The Cancer Genome Atlas	Esophageal Carcinoma	ATP6AP1L	0.11	0.00	blup	66	0.04	2.8e-02	5.4	5.9	3.4e-09	0.76	0.04	0.38	FALSE
107	The Cancer Genome Atlas	Glioblastoma Multiforme	ATG10	0.28	0.18	blup	120	0.26	2.3e-08	6.9	6.9	5.4e-12	0.84	0.04	0.96	FALSE
108	The Cancer Genome Atlas	Glioblastoma Multiforme	ATP6AP1L	0.23	0.13	lasso	2	0.15	3.1e-05	5.2	6.0	2.1e-09	0.90	0.02	0.97	FALSE
109	The Cancer Genome Atlas	Glioblastoma Multiforme	RPS23	0.12	0.02	blup	53	0.07	4.5e-03	4.7	-6.4	1.9e-10	-0.86	0.02	0.53	FALSE
110	The Cancer Genome Atlas	Head and Neck Squamous Cell Carcinoma	ATG10	0.09	0.16	lasso	4	0.16	1.1e-17	6.8	6.8	7.9e-12	0.96	0.03	0.97	FALSE
111	The Cancer Genome Atlas	Head and Neck Squamous Cell Carcinoma	ATP6AP1L	0.17	0.20	lasso	8	0.20	5.2e-22	5.4	5.2	1.8e-07	0.76	1.00	0.00	FALSE
112	The Cancer Genome Atlas	Head and Neck Squamous Cell Carcinoma	RPS23	0.06	0.07	blup	53	0.07	1.4e-08	6.5	-6.5	6.9e-11	-0.90	0.02	0.98	FALSE
113	The Cancer Genome Atlas	Kidney Renal Clear Cell Carcinoma	ATG10	0.15	0.10	enet	16	0.19	1.3e-20	5.6	6.1	9.2e-10	0.75	0.06	0.94	FALSE
114	The Cancer Genome Atlas	Kidney Renal Clear Cell Carcinoma	ATP6AP1L	0.27	0.34	lasso	12	0.33	3.2e-38	5.2	5.2	1.8e-07	0.78	1.00	0.00	FALSE
115	The Cancer Genome Atlas	Kidney Renal Clear Cell Carcinoma	RPS23	0.09	0.08	blup	53	0.08	9.7e-10	6.5	-6.8	1.4e-11	-0.93	0.02	0.98	FALSE
116	The Cancer Genome Atlas	Kidney Renal Papillary Cell Carcinoma	ATG10	0.31	0.11	lasso	8	0.25	9.5e-15	7.1	6.2	6.9e-10	0.69	0.02	0.98	FALSE
117	The Cancer Genome Atlas	Kidney Renal Papillary Cell Carcinoma	ATP6AP1L	0.20	0.29	enet	17	0.30	8.1e-18	5.3	5.2	1.6e-07	0.77	0.99	0.01	FALSE
118	The Cancer Genome Atlas	Kidney Renal Papillary Cell Carcinoma	RPS23	0.19	0.15	blup	53	0.17	5.8e-10	6.5	-5.8	5.1e-09	-0.88	0.01	0.99	FALSE
119	The Cancer Genome Atlas	Brain Lower Grade Glioma	ATG10	0.40	0.33	lasso	10	0.48	6.9e-62	6.9	6.6	4.5e-11	0.79	0.04	0.96	FALSE
120	The Cancer Genome Atlas	Brain Lower Grade Glioma	ATP6AP1L	0.29	0.42	lasso	8	0.42	2.5e-51	5.0	5.2	2.0e-07	0.78	1.00	0.00	FALSE
121	The Cancer Genome Atlas	Brain Lower Grade Glioma	RPS23	0.25	0.26	lasso	3	0.27	6.7e-31	5.0	-6.0	1.7e-09	-0.89	0.24	0.76	FALSE
122	The Cancer Genome Atlas	Liver Hepatocellular Carcinoma	ATG10	0.17	0.08	blup	120	0.11	6.8e-06	6.8	6.1	9.4e-10	0.77	0.09	0.90	FALSE
123	The Cancer Genome Atlas	Liver Hepatocellular Carcinoma	ATP6AP1L	0.15	0.20	lasso	2	0.16	5.7e-08	5.4	5.5	4.4e-08	0.77	0.38	0.62	FALSE
124	The Cancer Genome Atlas	Liver Hepatocellular Carcinoma	RPS23	0.12	0.18	enet	13	0.17	3.2e-08	7.1	-6.9	5.0e-12	-0.98	0.01	0.99	FALSE
125	The Cancer Genome Atlas	Lung Adenocarcinoma	ATG10	0.22	0.15	lasso	7	0.23	1.4e-26	-5.1	6.1	1.0e-09	0.68	0.79	0.21	FALSE
126	The Cancer Genome Atlas	Lung Adenocarcinoma	ATP6AP1L	0.20	0.20	enet	14	0.20	6.6e-23	5.2	5.2	2.4e-07	0.77	1.00	0.00	FALSE
127	The Cancer Genome Atlas	Lung Adenocarcinoma	RPS23	0.15	0.12	enet	12	0.12	3.0e-14	6.5	-5.9	3.3e-09	-0.87	0.04	0.96	FALSE
128	The Cancer Genome Atlas	Lung Squamous Cell Carcinoma	ATG10	0.13	0.20	enet	17	0.22	4.4e-24	6.9	7.1	1.6e-12	0.93	0.02	0.98	FALSE
129	The Cancer Genome Atlas	Lung Squamous Cell Carcinoma	RPS23	0.14	0.13	blup	53	0.12	1.9e-13	7.1	-7.0	2.0e-12	-0.95	0.00	1.00	FALSE
130	The Cancer Genome Atlas	Ovarian Serous Cystadenocarcinoma	ATP6AP1L	0.16	0.16	lasso	8	0.16	5.3e-11	5.3	5.3	1.1e-07	0.76	1.00	0.00	FALSE
131	The Cancer Genome Atlas	Ovarian Serous Cystadenocarcinoma	RPS23	0.14	0.08	blup	53	0.08	4.6e-06	6.5	-5.7	1.2e-08	-0.85	0.01	0.98	FALSE
132	The Cancer Genome Atlas	Pancreatic Adenocarcinoma	ATG10	0.39	0.15	blup	121	0.29	1.8e-12	6.8	5.7	1.0e-08	0.76	0.02	0.98	FALSE
133	The Cancer Genome Atlas	Pancreatic Adenocarcinoma	ATP6AP1L	0.40	0.36	lasso	8	0.36	7.6e-16	5.4	5.5	5.0e-08	0.78	0.99	0.01	FALSE
134	The Cancer Genome Atlas	Pheochromocytoma and Paraganglioma	ATG10	0.32	0.19	lasso	7	0.29	5.1e-12	7.0	6.5	6.8e-11	0.83	0.02	0.98	FALSE
135	The Cancer Genome Atlas	Pheochromocytoma and Paraganglioma	RPS23	0.23	0.20	lasso	5	0.18	1.1e-07	5.2	-5.3	1.2e-07	-0.78	0.58	0.42	FALSE
136	The Cancer Genome Atlas	Prostate Adenocarcinoma	ATG10	0.47	0.22	lasso	9	0.39	2.4e-43	-4.9	5.9	2.9e-09	0.65	0.99	0.01	FALSE
137	The Cancer Genome Atlas	Prostate Adenocarcinoma	ATP6AP1L	0.26	0.39	lasso	3	0.39	9.4e-43	5.3	5.3	1.1e-07	0.78	1.00	0.00	FALSE
138	The Cancer Genome Atlas	Prostate Adenocarcinoma	RPS23	0.12	0.13	blup	53	0.15	8.7e-16	5.3	-6.2	6.3e-10	-0.89	0.07	0.93	FALSE
139	The Cancer Genome Atlas	Rectum Adenocarcinoma	ATG10	0.25	0.27	lasso	12	0.25	1.5e-06	6.9	7.0	2.6e-12	0.99	0.02	0.97	FALSE
140	The Cancer Genome Atlas	Rectum Adenocarcinoma	ATP6AP1L	0.41	0.26	lasso	11	0.23	4.7e-06	5.4	5.4	7.0e-08	0.76	0.10	0.77	FALSE
141	The Cancer Genome Atlas	Soft Tissue Sarcoma	ATG10	0.16	0.15	blup	120	0.15	2.2e-09	4.5	6.0	1.6e-09	0.80	0.10	0.90	FALSE
142	The Cancer Genome Atlas	Soft Tissue Sarcoma	ATP6AP1L	0.09	0.07	lasso	4	0.04	1.1e-03	5.2	5.2	2.1e-07	0.78	0.15	0.74	FALSE
143	The Cancer Genome Atlas	Soft Tissue Sarcoma	RPS23	0.09	0.11	blup	53	0.11	3.0e-07	5.4	-6.2	6.4e-10	-0.86	0.04	0.96	FALSE
144	The Cancer Genome Atlas	Skin Cutaneous Melanoma	ATG10	0.14	0.07	blup	121	0.10	1.1e-03	-5.1	6.8	1.0e-11	0.86	0.03	0.90	FALSE
145	The Cancer Genome Atlas	Stomach Adenocarcinoma	ATG10	0.13	0.06	blup	120	0.15	7.5e-11	6.9	7.0	2.7e-12	0.84	0.02	0.98	FALSE
146	The Cancer Genome Atlas	Stomach Adenocarcinoma	ATP6AP1L	0.17	0.21	lasso	4	0.21	5.8e-15	5.2	5.3	1.3e-07	0.78	0.99	0.01	FALSE
147	The Cancer Genome Atlas	Stomach Adenocarcinoma	RPS23	0.07	0.01	blup	53	0.04	1.3e-03	7.0	-7.0	2.8e-12	-0.88	0.01	0.95	FALSE
148	The Cancer Genome Atlas	Testicular Germ Cell Tumors	RPS23	0.09	0.02	blup	53	0.05	9.8e-03	4.7	-5.8	6.0e-09	-0.78	0.04	0.28	FALSE
149	The Cancer Genome Atlas	Thyroid Carcinoma	ATG10	0.49	0.22	enet	25	0.47	1.2e-50	6.8	5.8	8.1e-09	0.71	0.05	0.95	FALSE
150	The Cancer Genome Atlas	Thyroid Carcinoma	ATP6AP1L	0.34	0.42	lasso	2	0.42	2.0e-44	5.3	5.4	8.1e-08	0.78	1.00	0.00	FALSE
151	The Cancer Genome Atlas	Thyroid Carcinoma	RPS23	0.16	0.25	lasso	5	0.24	4.1e-23	5.4	-5.8	7.9e-09	-0.83	0.99	0.01	FALSE
152	The Cancer Genome Atlas	Uterine Corpus Endometrial Carcinoma	ATG10	0.17	0.11	blup	121	0.07	6.8e-03	7.1	6.9	4.4e-12	0.94	0.02	0.91	FALSE