Data Set Group2: DoD TATRC Retina Blast Affy MoGene 2.0 ST RMA
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Contact Information |
Eldon Geisert
Emory Eye Center
B5600 Clinic B 1365B Clifton Road NE
Atlanta, GA 30322 USA
Tel. 404-778-4239
egeiser@emory.edu
Website
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Download datasets and supplementary data files |
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Specifics of this Data Set: |
None
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Summary: |
The DoD dataset was constructed using the Affymetrics GeneChip® Mouse Gene 2.0 ST microarrays. This relatively recent microarray was specifically designed to represent the whole-transcriptome. It includes probes to measure mRNA, long intergenic non-coding RNAs and microRNAs. Researchers have identified many transcripts in the mouse genome that do not have protein coding potential. Most of these non-coding RNAs have little functional annotation. There is considerable evidence that these non-coding RNAs play important roles in development of the retina and the progression of disease. The coverage in the new ST 2.0 array includes over 28,000 coding transcripts and over 7,000 non-coding transcripts. There are also probes on the array covering 590 microRNAs. This is RMA expression data that has been normalized using what we call a 2z+8 scale, but without special correction for batch effects. The data for each strains were computed as the mean of four samples per strain. Expression values on a log2 scale range from 3.77 to 14.62, a nominal range of approximately 3600-fold. After taking the log2 of the original non-logged expression estimates, we convert data within an array to a z score. We then multiply the z score by 2. Finally, we add 8 units to ensure that no values are negative. The result is a scale with a mean of 8 units and a standard deviation of 2 units. A two-fold difference in expression is equivalent roughly to 1 unit on this scale.
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About the cases used to generate this set of data: |
Almost all animals are young adults between 60 and 90 days of age (Table 1, minimum age is 50 and maximum age is 134 days). We measured expression in conventional inbred strains, BXD recombinant inbred (RI) strains, and reciprocal F1s between C57BL/6J and DBA/2J. BXD strains: The first 32 of these strains are from the Taylor series of BXD strains generated at the Jackson Laboratory by Benjamin A. Taylor. BXD1 through BXD32 were started in the late 1970s, whereas BXD33 through 42 were started in the 1990s. In 2004, BXD24/TyJ developed a spontaneous mutation, rd16 which resulted in retinal degeneration and was renamed BXD24b/TyJ (BXD24 in this database). The strain, BXD24a, was cryo-recovered in 2004 from 1988 embryo stocks (F80) and does not exhibit retinal degeneration. In 2009, BXD24b was renamed BXD24/TyJ-Cep290rd16/J by JAX Labs to reflect the discovery of the genetic basis of the mutation. At the same time BXD24a was then referred to just as BXD24/TyJ by Jax Labs, but still called BXD24a in this dataset. The other 36 BXD strains (BXD43 and higher) were bred by Lu Lu, Jeremy Peirce, Lee M. Silver, and Robert W. Williams starting in 1997 using B6D2 generation 10 advanced intercross progeny. This modified breeding protocol doubles the number of recombinations per BXD strain and improves mapping resolution (Peirce et al. 2004). All of the Taylor series of BXD strains and many of the new BXD strains are available from the Jackson Laboratory. All of the new BXD strains (BXD43 and higher) are also available directly from Lu Lu and colleagues at the University of Tennessee Health Science Center in Memphis, TN, USA. BXD24/TyJ is now known as BXD24b/TyJ and has nearly complete retinal degeneration. BXD24a/TyJ, a 1988 F80 inbred stock that has been rederived from cryogenic storage, does not have retinal degeneration (stock number 005243) and is an ideal coisogenic control, but is not included in the HEI data set.
Index |
EIGC ID (LIMS ID) |
Strain |
Sex |
Age at harvest |
RIN Score |
1 |
602 |
BXD9 |
F |
133 |
9.1 |
2 |
603 |
BXD9 |
M |
100 |
9.5 |
3 |
604 |
BXD40 |
F |
100 |
9.4 |
4 |
605 |
BXD40 |
M |
100 |
9.1 |
5 |
606 |
BXD48 |
F |
75 |
9.1 |
6 |
607 |
BXD48 |
M |
75 |
8.6 |
7 |
608 |
BXD63 |
F |
75 |
9.2 |
8 |
609 |
BXD63 |
M |
61 |
9.4 |
9 |
612 |
BXD73 |
M |
108 |
10 |
10 |
614 |
BXD87 |
M |
85 |
9.2 |
11 |
615 |
BXD87 |
F |
85 |
9.9 |
12 |
616 |
BXD69 |
F |
76 |
9.3 |
13 |
617 |
BXD69 |
M |
100 |
10 |
14 |
618 |
BXD51 |
M |
82 |
8.9 |
15 |
619 |
BXD92 (BXD65b) |
M |
82 |
8.8 |
16 |
620 |
BXD92 (BXD65b) |
F |
82 |
8.8 |
17 |
635 |
BXD100 |
M |
70 |
9 |
18 |
636 |
BXD100 |
M |
70 |
8.8 |
19 |
652 |
BXD92 (BXD65b) |
F |
64 |
9 |
20 |
653 |
BXD87 |
F |
67 |
9.7 |
21 |
654 |
BXD87 |
M |
67 |
8.9 |
22 |
655 |
BXD63 |
M |
71 |
9 |
23 |
660 |
BXD69 |
M |
97 |
10 |
24 |
687 |
BXD6 |
M |
85 |
7.7 |
25 |
688 |
BXD6 |
M |
85 |
9.4 |
26 |
690 |
BXD12 |
F |
83 |
10 |
27 |
691 |
BXD12 |
F |
83 |
10 |
28 |
692 |
BXD12 |
M |
83 |
10 |
29 |
695 |
BXD5 |
F |
77 |
10 |
30 |
696 |
BXD5 |
M |
77 |
10 |
31 |
698 |
BXD5 |
F |
77 |
9.9 |
32 |
699 |
BXD5 |
F |
77 |
10 |
33 |
701 |
BXD8 |
M |
79 |
10 |
34 |
702 |
BXD8 |
M |
79 |
10 |
35 |
705 |
BXD8 |
F |
77 |
9.2 |
36 |
707 |
BXD15 |
F |
77 |
9.4 |
37 |
708 |
BXD15 |
F |
77 |
9.1 |
38 |
710 |
BXD15 |
M |
77 |
9.1 |
39 |
713 |
BXD22 |
F |
71 |
9.5 |
40 |
714 |
BXD22 |
F |
71 |
9.7 |
41 |
716 |
BXD22 |
M |
71 |
9.1 |
42 |
717 |
BXD22 |
M |
71 |
9.1 |
43 |
719 |
BXD14 |
F |
70 |
9.2 |
44 |
722 |
BXD14 |
M |
70 |
8.9 |
45 |
723 |
BXD14 |
M |
70 |
9.2 |
46 |
725 |
BXD18 |
F |
70 |
9 |
47 |
726 |
BXD18 |
F |
70 |
9.1 |
48 |
728 |
BXD18 |
M |
70 |
9.1 |
49 |
729 |
BXD18 |
M |
70 |
9.2 |
50 |
731 |
BXD19 |
F |
66 |
9.3 |
51 |
732 |
BXD19 |
F |
66 |
9.4 |
52 |
734 |
BXD19 |
M |
66 |
9.8 |
53 |
735 |
BXD19 |
M |
66 |
9.4 |
54 |
737 |
BXD21 |
F |
71 |
9.7 |
55 |
738 |
BXD21 |
F |
71 |
9.6 |
56 |
740 |
BXD21 |
M |
71 |
9.1 |
57 |
741 |
BXD21 |
M |
71 |
9.7 |
58 |
743 |
BXD2 |
F |
70 |
8.3 |
59 |
744 |
BXD2 |
F |
70 |
8.6 |
60 |
746 |
BXD2 |
M |
70 |
7.5 |
61 |
747 |
BXD2 |
M |
77 |
8.6 |
62 |
768 |
BXD48 |
M |
121 |
9.4 |
63 |
770 |
BXD92 (BXD65b) |
M |
65 |
10 |
64 |
771 |
BXD101 |
F |
85 |
8.3 |
65 |
772 |
BXD101 |
F |
85 |
9.3 |
66 |
773 |
BXD101 |
M |
86 |
9.5 |
67 |
774 |
BXD101 |
M |
86 |
9.8 |
68 |
775 |
BXD102 |
F |
66 |
9.5 |
69 |
776 |
BXD102 |
F |
66 |
10 |
70 |
777 |
BXD102 |
M |
84 |
9.6 |
71 |
787 |
BXD60 |
M |
86 |
9.9 |
72 |
788 |
BXD60 |
M |
86 |
9.9 |
73 |
789 |
BXD63 |
F |
115 |
9.7 |
74 |
790 |
BXD100 |
F |
72 |
9.8 |
75 |
791 |
BXD100 |
F |
72 |
10 |
76 |
818 |
BXD51 |
F |
77 |
9.7 |
77 |
819 |
BXD51 |
F |
77 |
9.6 |
78 |
820 |
BXD51 |
M |
72 |
9.7 |
79 |
821 |
BXD65 |
M |
72 |
9.6 |
80 |
822 |
BXD65 |
M |
65 |
9.5 |
81 |
825 |
BXD65 |
F |
72 |
9.5 |
82 |
827 |
BXD86 |
M |
69 |
9.1 |
83 |
828 |
BXD86 |
M |
69 |
9.4 |
84 |
829 |
BXD90 |
F |
69 |
9.6 |
85 |
831 |
BXD9 |
M |
127 |
9.7 |
86 |
832 |
BXD39 |
F |
99 |
9.4 |
87 |
833 |
BXD39 |
F |
107 |
9.3 |
88 |
834 |
BXD60 |
F |
107 |
9.5 |
89 |
836 |
BXD84 |
M |
103 |
9.7 |
90 |
846 |
BXD39 |
M |
63 |
9.7 |
91 |
847 |
BXD39 |
M |
63 |
9.8 |
92 |
849 |
BXD20 |
F |
70 |
10 |
93 |
850 |
BXD20 |
M |
70 |
10 |
94 |
851 |
BXD20 |
* |
70 |
9.5 |
95 |
855 |
DBA/2J |
F |
78 |
9.7 |
96 |
856 |
DBA/2J |
F |
78 |
10 |
97 |
857 |
DBA/2J |
M |
78 |
10 |
98 |
858 |
DBA/2J |
M |
78 |
9.9 |
99 |
859 |
C57BL/6J |
F |
78 |
10 |
100 |
860 |
C57BL/6J |
F |
78 |
10 |
101 |
861 |
C57BL/6J |
M |
78 |
10 |
102 |
862 |
C57BL/6J |
M |
78 |
9.6 |
103 |
EGE10907-0172_890_20844 |
BXD28 |
M |
75 |
10 |
104 |
EGE10907-0173_891_20845 |
BXD28 |
M |
75 |
9.7 |
105 |
EGE10907-0174_892_20846 |
BXD28 |
F |
75 |
9.7 |
106 |
EGE10907-0176_895_20848 |
BXD33 |
M |
75 |
9.88 |
107 |
EGE10907-0177_896_20849 |
BXD33 |
F |
75 |
10 |
108 |
EGE10907-0178_897_20850 |
BXD33 |
F |
75 |
9.4 |
109 |
EGE10907-0179_898_20851 |
BXD36 |
M |
75 |
9.4 |
110 |
EGE10907-0180_899_20852 |
BXD36 |
F |
75 |
9.5 |
111 |
EGE10907-0181_900_20853 |
BXD36 |
F |
75 |
9.1 |
112 |
EGE10907-0182_910_20854 |
BXD27 |
M |
70 |
9.7 |
113 |
EGE10907-0183_990_20855 |
BXD9 |
F |
98 |
9.4 |
114 |
EGE10907-0184_991_20856 |
BXD16 |
F |
113 |
10 |
115 |
EGE10907-0185_992_20857 |
BXD16 |
M |
113 |
9 |
116 |
EGE10907-0186_993_20858 |
BXD27 |
F |
96 |
9.4 |
117 |
EGE10907-0187_994_20859 |
BXD27 |
F |
96 |
9.4 |
118 |
EGE10907-0188_996_20860 |
BXD48 |
F |
98 |
9.4 |
119 |
EGE10907-0189_997_20861 |
BXD73 |
M |
106 |
10 |
120 |
EGE10907-0190_999_20862 |
BXD11 |
F |
121 |
9.6 |
121 |
EGE10907-0191_100_20863 |
BXD11 |
F |
121 |
9.9 |
122 |
EGE10907-0192_1010_21276 |
BXD13 |
M |
69 |
9.8 |
123 |
EGE10907-0193_1011_21277 |
BXD13 |
M |
69 |
9.8 |
124 |
EGE10907-0194_1012_21278 |
BXD16 |
F |
65 |
10 |
125 |
EGE10907-0195_1015_21279 |
BXD16 |
M |
65 |
10 |
126 |
EGE10907-0196_1019_21280 |
BXD33 |
M |
75 |
10 |
127 |
EGE10907-0197_1020_21281 |
BXD36 |
M |
78 |
10 |
128 |
EGE10907-0198_1021_21282 |
BXD38 |
F |
70 |
9.8 |
129 |
EGE10907-0199_1022_21283 |
BXD38 |
F |
70 |
10 |
130 |
EGE10907-0200_1023_21284 |
BXD38 |
M |
70 |
9.7 |
131 |
EGE10907-0201_1047_21285 |
BXD11 |
M |
65 |
10 |
132 |
EGE10907-0202_1048_21286 |
BXD11 |
M |
65 |
10 |
133 |
EGE10907-0203_1049_21287 |
BXD38 |
M |
77 |
10 |
134 |
EGE10907-0204_1050_21288 |
BXD73 |
F |
70 |
10 |
135 |
EGE10907-0205_1051_21289 |
BXD73 |
F |
70 |
10 |
136 |
EGE10907-0206_1052_21290 |
BXD86 |
F |
69 |
10 |
137 |
EGE10907-0207_1053_21291 |
BXD86 |
F |
69 |
10 |
138 |
EGE10907-0208_1054_21292 |
BXD90 |
F |
71 |
10 |
139 |
EGE10907-0209_1055_21293 |
BXD90 |
M |
71 |
10 |
140 |
EGE10907-0210_1056_21294 |
BXD90 |
M |
71 |
10 |
141 |
EGE10907-0211_1148_21295 |
BXD31 |
F |
90 |
10 |
142 |
EGE10907-0212_1149_21296 |
BXD31 |
F |
90 |
10 |
143 |
EGE10907-0213_1150_21297 |
BXD31 |
M |
90 |
10 |
144 |
EGE10907-0214_1151_21298 |
BXD31 |
M |
90 |
9.9 |
145 |
EGE10907-0215_1152_21299 |
BXD42 |
F |
83 |
10 |
146 |
EGE10907-0216_21429 |
BXD42 |
F |
83 |
10 |
147 |
EGE10907-0217_21430 |
BXD42 |
M |
83 |
10 |
148 |
EGE10907-0218_21431 |
BXD42 |
M |
83 |
9.3 |
149 |
EGE10907-0219_21432 |
BXD50 |
F |
92 |
9.6 |
150 |
EGE10907-0220_21433 |
BXD50 |
F |
92 |
9.6 |
151 |
EGE10907-0221_21434 |
BXD50 |
F |
92 |
10 |
152 |
EGE10907-0222_21435 |
BXD1 |
M |
73 |
9.6 |
153 |
EGE10907-0223_21436 |
BXD13 |
F |
71 |
9.7 |
154 |
EGE10907-0224_21437 |
BXD1 |
M |
71 |
9.5 |
155 |
EGE10907-0225_21438 |
BXD13 |
F |
71 |
9.6 |
156 |
EGE10907-0226_21439 |
BXD43 |
F |
85 |
10 |
157 |
EGE10907-0227_21452 |
BXD43 |
F |
85 |
9.6 |
158 |
EGE10907-0229_21442 |
BXD43 |
M |
85 |
8.2 |
159 |
EGE10907-0230_21443 |
BXD50 |
M |
69 |
9.4 |
160 |
EGE10907-0231_21444 |
BXD1 |
F |
68 |
9.4 |
161 |
EGE10907-0232_21445 |
BXD1 |
F |
68 |
9.6 |
162 |
EGE10907-0233_21446 |
BXD29 |
M |
65 |
9.5 |
163 |
EGE10907-0234_21447 |
BXD29 |
M |
65 |
10 |
164 |
EGE10907-0235_21448 |
BXD75 |
F |
68 |
10 |
165 |
EGE10907-0236_21449 |
BXD75 |
M |
68 |
10 |
166 |
EGE10907-0237_21450 |
BXD96 |
F |
67 |
9.9 |
167 |
EGE10907-0238_21931 |
BXD99 |
M |
71 |
7.9 |
168 |
EGE10907-0239_21932 |
BXD99 |
M |
71 |
9.7 |
169 |
EGE10907-0240_21933 |
BXD67 |
F |
68 |
8.8 |
170 |
EGE10907-0241_21934 |
BXD67 |
F |
68 |
8.5 |
171 |
EGE10907-0242_21935 |
BXD67 |
M |
68 |
9.5 |
172 |
EGE10907-0243_21936 |
BXD67 |
M |
68 |
9.6 |
173 |
EGE10907-0244_21937 |
BXD6 |
F |
68 |
9.6 |
174 |
EGE10907-0245_21938 |
BXD12 |
M |
82 |
9.5 |
175 |
EGE10907-0246_21939 |
BXD60 |
F |
72 |
9.6 |
176 |
EGE10907-0247_21940 |
BXD65 |
F |
75 |
9.1 |
177 |
EGE10907-0248_21941 |
BXD75 |
F |
69 |
8.8 |
178 |
EGE10907-0249_21942_(MoGene-2_0-st) |
BXD75 |
M |
69 |
9.2 |
179 |
EGE10907-0250_21943 |
BXD8 |
F |
97 |
9.1 |
180 |
EGE10907-0251_21944 |
BXD85 |
F |
79 |
8.6 |
181 |
EGE10907-0252_21945 |
BXD85 |
M |
79 |
9.1 |
182 |
EGE10907-0253_21946 |
BXD85 |
M |
79 |
9.4 |
183 |
EGE10907-0254_21947 |
BXD102 |
M |
94 |
8.6 |
184 |
EGE10907-0255_21948 |
BXD99 |
F |
83 |
9 |
185 |
EGE10907-0256_21949 |
BXD69 |
F |
68 |
9 |
186 |
EGE10907-0257_21950 |
BXD84 |
F |
74 |
9.5 |
187 |
EGE10907-0258_21951 |
BXD84 |
F |
74 |
9.4 |
188 |
EGE10907-0259_21952 |
BXD84 |
M |
74 |
8.6 |
189 |
EGE10907-0260_21451 |
BXD96 |
M |
67 |
9.2 |
190 |
EGE10907-0261_21452 |
BXD99 |
F |
71 |
8.9 |
191 |
EGE10907-0262_21931 |
BXD6 |
F |
66 |
9.4 |
192 |
EGE10907-0263_21932 |
BXD14 |
F |
69 |
8.5 |
193 |
EGE10907-0264_21933 |
BXD34 |
M |
79 |
9.1 |
194 |
EGE10907-0265_21934 |
BXD34 |
M |
79 |
9.9 |
195 |
EGE10907-0266_21935 |
BXD40 |
F |
75 |
9.6 |
196 |
EGE10907-0267_21936 |
BXD40 |
M |
78 |
9.7 |
197 |
EGE10907-0268_21937 |
BXD56 |
F |
72 |
9.7 |
198 |
EGE10907-0269_21938 |
BXD56 |
F |
72 |
9.7 |
199 |
EGE10907-0270_21939 |
BXD56 |
M |
72 |
9.6 |
200 |
EGE10907-0271_21940 |
BXD56 |
M |
72 |
9.4 |
201 |
EGE10907-0272_21941 |
BXD71 |
F |
72 |
9.9 |
202 |
EGE10907-0273_21942 |
BXD71 |
F |
75 |
9.4 |
203 |
EGE10907-0274_21943 |
BXD71 |
M |
75 |
10 |
204 |
EGE10907-0275_21944 |
BXD71 |
M |
75 |
10 |
205 |
EGE10907-0276_21945 |
BXD27 |
M |
65 |
10 |
206 |
EGE10907-0277_21946 |
BXD15 |
M |
65 |
10 |
207 |
EGE10907-0278_21947 |
BXD20 |
F |
125 |
10 |
208 |
EGE10907-0279_21948 |
BXD29 |
F |
77 |
10 |
209 |
EGE10907-0280_21949 |
BXD29 |
F |
77 |
10 |
210 |
EGE10907-0281_21950 |
BXD34 |
F |
74 |
10 |
211 |
EGE10907-0282_21951 |
BXD34 |
F |
74 |
10 |
212 |
EGE10907-0283_21952 |
BXD85 |
F |
87 |
10 |
213 |
EGE10907-0284_21451 |
BXD43 |
M |
75 |
9.8 |
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About the tissue used to generate this set of data: |
Tissue preparation protocol. Animal were killed by rapid cervical dislocation. Retinas were removed immediately and placed in RiboLock (RiboLock: Thermo Scientific RiboLock RNase #EO0381 40U/µl 2500U) at room temperature. Individual retinas from the mouse were stored in each tube. RNA was isolated using a Qiacube with the resultant RIN scores ranging from 8.5 to 10.0.
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About the array platform: |
The Affymetrics GeneChip® Mouse Gene 2.0 ST microarrays. This relatively recent microarray was specifically designed to represent the whole-transcriptome. It includes probes to measure mRNA, long intergenic non-coding RNAs and microRNAs. Researchers have identified many transcripts in the mouse genome that do not have protein coding potential. Most of these non-coding RNAs have little functional annotation. Nonetheless, there is considerable evidence that these non-coding RNAs play important roles in development of the retina and the progression of disease. The coverage in the new ST 2.0 array includes over 28,000 coding transcripts and over 7,000 non-coding transcripts. There are also probes on the array covering 590 microRNAs.
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About data values and data processing: |
Replication, sex, and sample balance: Our goal was to obtain data for independent biological sample pools from both sexes for most lines of mice. The four batches of arrays included in this final data set, collectively represent a reasonably well-balanced sample of males and females, in general without within-strain-by-sex replication.
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Notes: |
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Experiment Type: |
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Contributor: |
Eldon E. Geisert, Lu Lu, XiangDi Wang, Justin P. Templeton and Robert W. Williams.
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Citation: |
Related Publications: Geisert EE, Lu L, Freeman-Anderson NE, Templeton JP, Nassr M, Wang X, Gu W, Jiao Y, Williams RW.:Gene expression in the mouse eye: an online resource for genetics using 103 strains of mice. Molecular Vision 2009 Aug 31;15:1730-63, (Link) Geisert EE, Jr., Williams RW: The Mouse Eye Transcriptome: Cellular Signatures, Molecular Networks, and Candidate Genes for Human Disease. In Eye, Retina, and Visual System of the Mouse. Edited by Chalupa LM, Williams RW. Cambridge: The MIT Press; 2008:659-674 Peirce JL, Lu L, Gu J, Silver LM, Williams RW: A new set of BXD recombinant inbred lines from advanced intercross populations in mice. BMC Genet 2004, 5:7. (Link) Templeton JP, Nassr M, Vazquez-Chona F, Freeman-Anderson NE, Orr WE, Williams RW, Geisert EE: Differential response of C57BL/6J mouse and DBA/2J mouse to optic nerve crush. BMC Neurosci. 2009, July 30;10:90.
Other Data Sets Users of these mouse retina data may also find the following complementary resources useful: NEIBank collection of ESTs and SAGE data. RetNet: the Retinal Information Network--tables of genes and loci causing inherited retinal diseases.
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Data source acknowledgment: |
DoD funding (W81XWH-12-0255) Genetic Networks Activated by Blast Injury to the Eye (Eldon E. Geisert).
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Study Id: |
170
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GeneNetwork support from:
- The UT Center for Integrative and Translational Genomics
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and the Addictome (P30 DA044223, 2017-2022)
- NIA Translational Systems Genetics of Mitochondria, Metabolism, and Aging (R01AG043930, 2013-2018)
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