Douglas F. Levinson, Matthew D. Levinson, Ricardo Segurado, Cathryn M

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Genome Scan Meta-Analysis of Schizophrenia and Bipolar Disorder, Part I: Methods and Power Analysis Douglas F. Levinson, Matthew D. Levinson, Ricardo Segurado,
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Genome Scan Meta-Analysis of Schizophrenia and Bipolar Disorder, Part I: Methods and Power Analysis  Douglas F. Levinson, Matthew D. Levinson, Ricardo Segurado, Cathryn M. Lewis  The American Journal of Human Genetics  Volume 73, Issue 1, Pages 17-33 (July 2003) DOI: 10.1086/376548 Copyright © 2003 The American Society of Human Genetics Terms and Conditions

Figure 1 Determining Pord: observed and expected ordered Ravg values. The black line shows the 120 observed Ravg values, sorted with the first-place bin on the right. The light gray line and vertical error bars show the mean ± 2 SD of the jth-place bin from 5,000 random permutations. In the absence of linkage, Ravg values lower than the expected distribution are observed infrequently throughout the genome. With linkage, they are clustered among the highest values of Ravg, as shown here. As shown in table 1, Pord is the probability of observing a given value of Ravg (black line) by chance, given its place in the order of observed Ravg values, which is determined from the distribution of ordered Ravg values (light gray line and error bars). The American Journal of Human Genetics 2003 73, 17-33DOI: (10.1086/376548) Copyright © 2003 The American Society of Human Genetics Terms and Conditions

Figure 2 Marker maps for simulation studies. Genotypes were simulated for 180-cM chromosomes, on each of which six 30-cM bins (segments) were structured as shown. Marker locations are M1, M2, M3. For the SCZ data sets, some studies had 10-cM marker spacing (A) and others had 15-cM spacing (B); all BP data sets were simulated with 10 cM spacing. Linked (disease) and unlinked (nondisease) chromosomes were created (C). Disease loci (indicated by “D”) were located midway between two markers, either in the first (edge) or third (middle) bin. Genomes consisted of 20 chromosomes (120 bins); see table 5 for structures of genomes. The American Journal of Human Genetics 2003 73, 17-33DOI: (10.1086/376548) Copyright © 2003 The American Society of Human Genetics Terms and Conditions

Figure 3 Mean average rank by bin for unlinked replicates. Shown are the means ± SD of the average ranks of each bin (over all chromosomes) in the 1,000 unlinked replicates of the SCZ data set. “Edge” bins (1 and 6) have lower summed ranks than “mid” bins (2–5). This contributed to an inflated type I error rate when Pord values were computed by permuting the order of ranks in each study by bin, and was corrected by permuting by chromosome so that summed ranks of edge and middle bins were compared with their own distributions. The American Journal of Human Genetics 2003 73, 17-33DOI: (10.1086/376548) Copyright © 2003 The American Society of Human Genetics Terms and Conditions

Figure 4 Mean number of bins per replicate achieving genomewide significance. Shown is the mean number of bins (in 100 replicates per model) with P≤.0004167 (the threshold for genomewide significance = .05/120), for weighted analyses. Diamonds represent SCZ data sets, squares represent BP-N data sets, and circles represent BP-VN data sets. Blackened symbols represent data for λsibs=1.3, unblackened symbols represent data for λsibs=1.15. The American Journal of Human Genetics 2003 73, 17-33DOI: (10.1086/376548) Copyright © 2003 The American Society of Human Genetics Terms and Conditions

Figure 5 Power to detect linked bins (unweighted analyses). Shown are the proportions of bins containing linked loci that achieved PAvgRnk≤.05 (blackened symbols) or ≤.01 (unblackened symbols), for each model (see table 5), for simulated replicates of SCZ (A), BP-VN (B) and BP-N (C) data sets. Squares represent md1 replicates, diamonds represent ed1 replicates, circles represent ed1md4 replicates, and triangles represent ed2md8 replicates. See tables 2, 3, and 4 for characteristics of each data set. N=100 per model. The American Journal of Human Genetics 2003 73, 17-33DOI: (10.1086/376548) Copyright © 2003 The American Society of Human Genetics Terms and Conditions

Figure 6 Number of loci with nominally significant PAvgRnk, Pord, or both. Data from table 7 are shown for the BP-VN (9 studies) and SCZ (20 studies) data sets weighted analysis, with Pord computed by permuting by chromosome, for λsibs=1.15. Blackened bars represent mean number of bins with both values <.05, diagonally striped bars represent bins with only PAvgRnk<.05, and white bars represent bins with only Pord<.05. Sets of bars are labeled by data set (BP or SCZ) and the number of linked loci in the data set (1 = md1, 5 = ed1md4, and 10 = ed2md8). Shown are the number of bins with these values for disease + adjacent bins (left-most six sets of bars), bins on chromosomes containing no disease locus (next six sets), and bins in completely unlinked data sets (the average of BP-VN-unlinked and SCZ-unlinked, which were virtually identical). See text for details. The American Journal of Human Genetics 2003 73, 17-33DOI: (10.1086/376548) Copyright © 2003 The American Society of Human Genetics Terms and Conditions