Table 1.
Summary of array datasets and network parameters.
Brain Bank | Study dataset | Conditions | Species | Array platform | Nominal brain region | Control samples | Disease samples | Samples used in network | Network nodes | Optimal Pearson threshold | Mean Clustering coefficient (CC) | Mean non- zero CC | Scale-free? | Assortativity |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Columbia | Sibille et al. (2004) | Depression | Human | Affy U133a + 2 |
BA 9 | 15 | 15 | 30 | 22277 | 0.82 | 0.14 | 0.38 | Yes | 0.49 |
Columbia | Sibille et al. (2004) | Depression | Human | Affy U133a + 2 |
BA 47 | 15 | 15 | 30 | 22277 | 0.82 | 0.15 | 0.42 | Yes | 0.53 |
Pittsburgh | Sibille et al. (2009) | Depression | Human | Affy U133a + 2 |
Amygdala | 14 | 14 | 28 | 26199 | 0.85 | 0.20 | 0.48 | Yes | 0.26 |
Pittsburgh | Sibille et al. (2009) | Depression | Human | Affy U133a + 2 |
BA 25 | 14 | 14 | 28 | 26199 | 0.85 | 0.16 | 0.51 | Yes | 0.47 |
Pittsburgh | Tripp et al. (submitted) | Depression | Human | Affy U133a + 2 |
BA 9 | 29 | 29 | 58 | 29211 | 0.8 | 0.16 | 0.55 | Yes | 0.46 |
Pittsburgh | Tripp et al. (submitted) | Depression | Human | Affy U133a + 2 |
BA 25 | 28 | 28 | 56 | 29211 | 0.8 | 0.14 | 0.53 | Yes | 0.35 |
Stanley | Feinberg et al. | Depression | Human | Affy U95av2 |
Cerebellum | 14 | 13 | 50 | 12453 | 0.8 | 0.15 | 0.50 | Yes | 0.47 |
Stanley | Bipolar | Human | Affy U95av2 | Cerebellum | 12 | |||||||||
Stanley | Schizophrenia | Human | Affy U95av2 | Cerebellum | 11 | |||||||||
Stanley | Altar (B) et al. | Depression | Human | Agilent | BA 46/10 | 10 | 20 | 39 | 12235 | 0.82 | 0.14 | 0.38 | Yes | 0.61 |
Stanley | Schizophrenia | Human | Agilent | BA 46/10 | 9 | |||||||||
Stanley | Altar (C) et al. | Depression | Human | Affy U133a | BA 46 | 10 | 11 | 44 | 22383 | 0.85 | 0.19 | 0.50 | Yes | 0.28 |
Stanley | Bipolar | Human | Affy U133a | BA 46 | 12 | |||||||||
Stanley | Schizophrenia | Human | Affy U133a | BA 46 | 11 | |||||||||
Stanley | Skyler (A) et al. | Depression | Human | Affy U95av2 |
BA 8/9 | 12 | 11 | 47 | 12453 | 0.79 | 0.44 | 0.65 | Yes | 0.09 |
Stanley | Bipolar | Human | Affy U95av2 |
BA 8/9 | 11 | |||||||||
Stanley | Schizophrenia | Human | Affy U95av2 |
BA 8/9 | 13 | |||||||||
Stanley | Skylar (B) et al. | Depression | Human | Affy U95av2 |
Cerebellum | 10 | 13 | 46 | 12453 | 0.84 | 0.31 | 0.50 | Yes | 0.20 |
Stanley | Bipolar | Human | Affy U95av2 |
Cerebellum | 11 | |||||||||
Stanley | Schizophrenia | Human | Affy U95av2 |
Cerebellum | 12 | |||||||||
Stanley | Iwamoto et al. (2004) | Depression | Human | Affy U95av2 |
BA 10 | 15 | 11 | 50 | 12453 | 0.82 | 0.18 | 0.53 | Yes | 0.38 |
Stanley | Bipolar | Human | Affy U95av2 | BA 10 | 11 | |||||||||
Stanley | Schizophrenia | Human | Affy U95av2 | BA 10 | 13 | |||||||||
Stanley | Aston et al. (2005) | Depression | Human | Affy U95av2 |
BA 21 | 19 | 13 | 59 | 12453 | 0.79 | 0.26 | 0.56 | Yes | 0.10 |
Stanley | Bipolar | Human | Affy U95av2 | BA 21 | 12 | |||||||||
Stanley | Schizophrenia | Human | Affy U95av2 | BA 21 | 15 | |||||||||
na | Surget et al. (2009) | UCMS | Mouse | MOE 430_2 | Amygdala | 6 | 6 | 24 | 25859 | 0.83 | 0.17 | 0.35 | Yes | 0.50 |
na | UCMS + FLX | Mouse | MOE 430_2 | Amygdala | 6 | |||||||||
na | UCMS + CRF1A | Mouse | MOE 430_2 | Amygdala | 6 | |||||||||
na | Surget et al. (2009) | UCMS | Mouse | MOE 430_2 | Cingulate cortex | 6 | 6 | 24 | 25859 | 0.78 | 0.24 | 0.32 | Yes | 0.48 |
na | UCMS + FLX | Mouse | MOE 430_2 | Cingulate cortex | 6 | |||||||||
na | UCMS + CRF1A | Mouse | MOE 430_2 | Cingulate cortex | 6 | |||||||||
na | Surget et al. (2009) | UCMS | Mouse | MOE 430_2 | Dentate gyrus | 6 | 6 | 24 | 25859 | 0.87 | 0.09 | 0.43 | Yes | 0.65 |
na | UCMS + FLX | Mouse | MOE 430_2 | Dentate gyrus | 6 | |||||||||
na | UCMS + CRF1A | Mouse | MOE 430_2 | Dentate gyrus | 6 |
Array datasets from different cohorts, brain regions, and species were used to create a set of coexpression networks, in which we tested several connectivity-to-expression relationships. Figures showing meta-analysis (Figures 4D and 5D) combine equally-weighted results from every study listed. The amygdala dataset (Sibille et al., 2009) was used to illustrate specific results in Figures 1-5. Two of the datasets are under review (Guilloux et al., submitted; Tripp et al., submitted), and results from all other datasets have been published previously. Several datasets were downloaded from the Stanley Medical Research Institute (Higgs et al., 2006) and when a specific publication is not associated with those datasets, they are referenced as listed on www.stanleyfoundation.org