From d1f9b69583e1776d8c6a538eb3dfa94e405c89e3 Mon Sep 17 00:00:00 2001 From: John Bernabei Date: Mon, 28 Jun 2021 10:56:01 -0400 Subject: [PATCH] Jun28 commit --- .DS_Store | Bin 10244 -> 10244 bytes atlas_render_color.txt | 160 +-- atlas_synthesis.m | 161 +-- atlas_synthesis.m~ | 1285 ----------------------- data/atlas_metadata_final.xlsx | Bin 15897 -> 15884 bytes data/custom_atlas.xlsx | Bin 10895 -> 10882 bytes extra_code.m | 43 +- new_atlas_render.jpg | Bin 266019 -> 274990 bytes support_files/create_univariate_atlas.m | 2 +- 9 files changed, 163 insertions(+), 1488 deletions(-) delete mode 100644 atlas_synthesis.m~ diff --git a/.DS_Store b/.DS_Store index 3726ac3f7a943ac0c7f8214afcbb1424ea889c90..88863427debdcb5a5f9653174d797ac2701bc085 100644 GIT binary patch delta 38 tcmZn(XbIR*A;QQtd6swvKPP9rfJAk*iIJs_f{~f&WI+kX&4!|vg#g(03Y`D| delta 16 XcmZn(XbIR*Au{=<#LmrzqL+mLJ);Kz diff --git a/atlas_render_color.txt b/atlas_render_color.txt index 32d6ec6..069a2cf 100644 --- a/atlas_render_color.txt +++ b/atlas_render_color.txt @@ -1,73 +1,73 @@ -0.81472 0.43874 0.35166 -0.90579 0.38156 0.83083 -0.12699 0.76552 0.58526 -0.91338 0.7952 0.54972 -0.12699 0.76552 0.58526 -0.91338 0.7952 0.54972 -0.63236 0.18687 0.91719 -0.09754 0.48976 0.28584 -0.63236 0.18687 0.91719 -0.09754 0.48976 0.28584 -0.2785 0.44559 0.7572 -0.54688 0.64631 0.75373 -0.2785 0.44559 0.7572 -0.54688 0.64631 0.75373 -0.2785 0.44559 0.7572 -0.54688 0.64631 0.75373 -0.74313 0.54722 0.26297 -0.39223 0.13862 0.65408 -0.95751 0.70936 0.38045 -0.96489 0.75469 0.56782 +0.93573 0.79466 0.17686 +0.45789 0.57739 0.95738 +0.24048 0.44004 0.26532 +0.7639 0.25761 0.92458 +0.24048 0.44004 0.26532 +0.7639 0.25761 0.92458 +0.75933 0.75195 0.22377 +0.74065 0.22867 0.37356 +0.75933 0.75195 0.22377 +0.74065 0.22867 0.37356 +0.74369 0.064187 0.0875 +0.10592 0.76733 0.64012 +0.74369 0.064187 0.0875 +0.10592 0.76733 0.64012 +0.74369 0.064187 0.0875 +0.10592 0.76733 0.64012 +0.12019 0.997 0.45164 +0.52505 0.22417 0.22771 +0.68156 0.6712 0.18062 +0.46326 0.71521 0.045051 1 1 1 1 1 1 -0.95751 0.70936 0.38045 -0.96489 0.75469 0.56782 -0.15761 0.27603 0.075854 -0.97059 0.6797 0.05395 -0.15761 0.27603 0.075854 -0.97059 0.6797 0.05395 -0.95717 0.6551 0.5308 -0.48538 0.16261 0.77917 -0.80028 0.119 0.93401 -0.14189 0.49836 0.12991 -0.80028 0.119 0.93401 -0.14189 0.49836 0.12991 -0.80028 0.119 0.93401 -0.14189 0.49836 0.12991 -0.42176 0.95974 0.56882 -0.91574 0.34039 0.46939 -0.79221 0.58527 0.011902 -0.95949 0.22381 0.33712 -0.42176 0.95974 0.56882 -0.91574 0.34039 0.46939 -0.65574 0.75127 0.16218 -0.035712 0.2551 0.79428 -0.65574 0.75127 0.16218 -0.035712 0.2551 0.79428 -0.65574 0.75127 0.16218 -0.035712 0.2551 0.79428 -0.84913 0.50596 0.31122 -0.93399 0.69908 0.52853 -0.84913 0.50596 0.31122 -0.93399 0.69908 0.52853 -0.84913 0.50596 0.31122 -0.93399 0.69908 0.52853 -0.67874 0.8909 0.16565 -0.75774 0.95929 0.60198 -0.74313 0.54722 0.26297 -0.39223 0.13862 0.65408 -0.65548 0.14929 0.68921 -0.17119 0.25751 0.74815 -0.65548 0.14929 0.68921 -0.17119 0.25751 0.74815 -0.70605 0.84072 0.45054 -0.031833 0.25428 0.083821 -0.70605 0.84072 0.45054 -0.031833 0.25428 0.083821 -0.27692 0.81428 0.22898 -0.046171 0.24352 0.91334 -0.27692 0.81428 0.22898 -0.046171 0.24352 0.91334 +0.68156 0.6712 0.18062 +0.46326 0.71521 0.045051 +0.21216 0.64206 0.72317 +0.098519 0.41905 0.34744 +0.21216 0.64206 0.72317 +0.098519 0.41905 0.34744 +0.82357 0.39076 0.66062 +0.17501 0.81614 0.38387 +0.16357 0.31743 0.62735 +0.66599 0.81454 0.02165 +0.16357 0.31743 0.62735 +0.66599 0.81454 0.02165 +0.16357 0.31743 0.62735 +0.66599 0.81454 0.02165 +0.89439 0.78907 0.91057 +0.51656 0.85226 0.80056 +0.7027 0.50564 0.74585 +0.15359 0.63566 0.81311 +0.89439 0.78907 0.91057 +0.51656 0.85226 0.80056 +0.95346 0.95089 0.38331 +0.54088 0.44396 0.61728 +0.95346 0.95089 0.38331 +0.54088 0.44396 0.61728 +0.95346 0.95089 0.38331 +0.54088 0.44396 0.61728 +0.67973 0.060019 0.57549 +0.036563 0.86675 0.53005 +0.67973 0.060019 0.57549 +0.036563 0.86675 0.53005 +0.67973 0.060019 0.57549 +0.036563 0.86675 0.53005 +0.8092 0.63119 0.27507 +0.74862 0.35507 0.24863 +0.12019 0.997 0.45164 +0.52505 0.22417 0.22771 +0.32583 0.65245 0.80445 +0.54645 0.60499 0.9861 +0.32583 0.65245 0.80445 +0.54645 0.60499 0.9861 +0.39888 0.38725 0.029992 +0.41509 0.14219 0.53566 +0.39888 0.38725 0.029992 +0.41509 0.14219 0.53566 +0.18074 0.025135 0.087077 +0.25539 0.42111 0.80209 +0.18074 0.025135 0.087077 +0.25539 0.42111 0.80209 1 1 1 1 1 1 1 1 1 @@ -76,15 +76,15 @@ 1 1 1 1 1 1 1 1 1 -1 1 1 -1 1 1 -0.097132 0.92926 0.15238 -0.82346 0.34998 0.82582 -0.097132 0.92926 0.15238 -0.82346 0.34998 0.82582 -0.69483 0.1966 0.53834 -0.3171 0.25108 0.99613 -0.69483 0.1966 0.53834 -0.3171 0.25108 0.99613 -0.95022 0.61604 0.078176 -0.034446 0.47329 0.44268 +0.020536 0.1841 0.98914 +0.92368 0.72578 0.066946 +0.020536 0.1841 0.98914 +0.92368 0.72578 0.066946 +0.020536 0.1841 0.98914 +0.92368 0.72578 0.066946 +0.6537 0.37036 0.9394 +0.93261 0.84156 0.018178 +0.6537 0.37036 0.9394 +0.93261 0.84156 0.018178 +0.16351 0.73423 0.68384 +0.9211 0.57103 0.78374 diff --git a/atlas_synthesis.m b/atlas_synthesis.m index cc7d433..7f06b12 100644 --- a/atlas_synthesis.m +++ b/atlas_synthesis.m @@ -67,6 +67,8 @@ color3 = [255, 248, 209]./255; color4 = [103 55 155]/255; color6 = [78 172 91]/255; +color7 = [0.9290, 0.6940, 0.1250]; +color8 = [0.8500, 0.3250, 0.0980]; % assign wake clips from MNI and HUP into a final data matrix all_wake_data = [Data_W,wake_clip]; @@ -202,7 +204,7 @@ %% calculate power spectrum all_wake_data = [Data_W,wake_clip]; -[pxx,f] = pwelch(all_wake_data,200,100,[0.5:0.5:80],200); +[pxx,f] = pwelch(all_wake_data,400,200,[0.5:0.5:80],200); % original was 200/100 pxx_norm = pxx./sum(pxx); %% Analyze power spectral density between HUP/MNI, Normal/irritative zone/SOZ @@ -281,11 +283,11 @@ txt_b = '\beta'; txt_g = '\gamma'; txt_sig = '*'; - text(2,0.15,txt_d); - text(5.5,0.15,txt_t); - text(9.5,0.15,txt_a); - text(18,0.15,txt_b); - text(40,0.15,txt_g); + text(2,0.15,txt_d,'FontSize', 12); + text(5.5,0.15,txt_t,'FontSize', 12); + text(9.5,0.15,txt_a,'FontSize', 12); + text(18,0.15,txt_b,'FontSize', 12); + text(40,0.15,txt_g,'FontSize', 12); if pval_matrix_norm(i,1)<(0.05/100) text(2,0.12,txt_sig,'FontSize', 20); end @@ -322,19 +324,19 @@ plot([30,30],[0,0.4],'k-') plot(x_axis,median_normal) patch([x_axis fliplr(x_axis)], [prct_25_75_normal(1,:) fliplr(prct_25_75_normal(2,:))], color1, 'FaceAlpha',0.5, 'EdgeColor','none') - plot(x_axis,median_EIZ) - patch([x_axis fliplr(x_axis)], [prct_25_75_EIZ(1,:) fliplr(prct_25_75_EIZ(2,:))], color6, 'FaceAlpha',0.5, 'EdgeColor','none') - try plot(x_axis,median_soz) + plot(x_axis,median_EIZ,'Color',color7) + patch([x_axis fliplr(x_axis)], [prct_25_75_EIZ(1,:) fliplr(prct_25_75_EIZ(2,:))], color7, 'FaceAlpha',0.5, 'EdgeColor','none') + try plot(x_axis,median_soz,'Color',color2) patch([x_axis fliplr(x_axis)], [prct_25_75_soz(1,:) fliplr(prct_25_75_soz(2,:))], color2, 'FaceAlpha',0.5, 'EdgeColor','none') catch anyerror end % add greek letters for frequency bands - text(2,0.15,txt_d); - text(5.5,0.15,txt_t); - text(9.5,0.15,txt_a); - text(18,0.15,txt_b); - text(40,0.15,txt_g); + text(2,0.15,txt_d,'FontSize', 12); + text(5.5,0.15,txt_t,'FontSize', 12); + text(9.5,0.15,txt_a,'FontSize', 12); + text(18,0.15,txt_b,'FontSize', 12); + text(40,0.15,txt_g,'FontSize', 12); if pval_matrix_EIZ(i,1)<(0.05/100) text(2,0.12,txt_sig,'FontSize', 20); end @@ -411,111 +413,18 @@ try plot(x_axis,median_soz) end %save('univariate_zscores.mat','univariate_zscores') -%% mass univariate testing -% 21 ROI x 5 = 105 tests to correct for -freq_inds = [1, 8; % 0.5 - 4 Hz - 9, 16; % 4 - 8 Hz - 17, 26; % 8 - 13 Hz - 27, 60; % 13 - 30 Hz - 61, 160]; % 30 - 80 Hz - -for i = 1:20 - for j = 1:5 - roi_soz = intersect((find(soz_ch)+1772),[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_eiz = intersect((EIZ_ch),[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_hup = intersect(normal_HUP_ch,[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_mni = intersect(normal_MNI_ch,[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - soz_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_soz))'; - eiz_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_eiz))'; - HUP_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_hup))'; - MNI_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_mni))'; - [p,h] = ranksum(HUP_feat,MNI_feat); % HUP vs MNI - pval_matrix_norm(i,j) = p; - [p1,h] = ranksum([HUP_feat;MNI_feat],soz_feat); - pval_matrix_soz(i,j) = p1; - [p2,h] = ranksum([HUP_feat;MNI_feat],eiz_feat); - pval_matrix_eiz(i,j) = p2; - end -end - -figure(1);clf; -subplot(1,3,1) -imagesc((pval_matrix_norm.*100)<0.05) -title('HUP vs. MNI normal channels') -xticks([1:5]) -xticklabels({'Delta','Theta','Alpha','Beta','Gamma'}) -yticks([1:20]) -set(gca,'TickLabelInterpreter', 'none'); -yticklabels(split_roi_name) -subplot(1,3,2) -imagesc((pval_matrix_eiz.*100)<0.05) -title('Irritative zone vs. composite atlas') -xticks([1:5]) -xticklabels({'Delta','Theta','Alpha','Beta','Gamma'}) -yticks([1:20]) -set(gca,'TickLabelInterpreter', 'none'); -yticklabels(split_roi_name) -subplot(1,3,3) -imagesc((pval_matrix_soz.*100)<0.05) -title('Seizure onset zone vs. composite atlas') -xticks([1:5]) -xticklabels({'Delta','Theta','Alpha','Beta','Gamma'}) -yticks([1:20]) -set(gca,'TickLabelInterpreter', 'none'); -yticklabels(split_roi_name) - %% wavelet entropy validation across all regions for i = 1:60 for j = 1:size(all_wake_data,2) start_inds = (i-1)*200+1; end_inds = 200*i; - all_wentropy(i,j) = wentropy(all_wake_data((start_inds:end_inds),j),'shannon'); + all_wentropy(i,j) = (wentropy(all_wake_data((start_inds:end_inds),j),'shannon')); end end all_mean_wentropy = log(-1*median(all_wentropy)); -r1 = all_mean_wentropy([normal_HUP_ch;normal_MNI_ch]); -r2 = all_mean_wentropy(poor_out_ch); -r3 = all_mean_wentropy(EIZ_good_ch); -r4 = all_mean_wentropy(EIZ_poor_ch); -r5 = all_mean_wentropy(soz_good_ch); -r6 = all_mean_wentropy(soz_poor_ch); - -ranksum(all_mean_wentropy(normal_HUP_ch),all_mean_wentropy(normal_MNI_ch)) - -p1 = ranksum(r1,r3) -p2 = ranksum(r3,r5) -p3 = ranksum(r1,r5) -p4 = ranksum(r2,r4) -p5 = ranksum(r4,r6) -p6 = ranksum(r2,r6) -p7 = ranksum(r1,r2) -p8 = ranksum(r3,r4) -p9 = ranksum(r5,r6) -figure(1);clf; -hold on -scatter(ones(length(r1),1),r1,'MarkerEdgeColor',color1,'MarkerFaceColor',color1,'jitter','on') -plot([0.75 1.25],[median(r1) median(r1)],'k-','LineWidth',2) -scatter(2*ones(length(r2),1),r2,'MarkerEdgeColor',color2,'MarkerFaceColor',color2,'jitter','on') -plot([1.75 2.25],[median(r2) median(r2)],'k-','LineWidth',2) -scatter(3*ones(length(r3),1),r3,'MarkerEdgeColor',color1,'MarkerFaceColor',color1,'jitter','on') -plot([2.75 3.25],[median(r3) median(r3)],'k-','LineWidth',2) -scatter(4*ones(length(r4),1),r4,'MarkerEdgeColor',color2,'MarkerFaceColor',color2,'jitter','on') -plot([3.75 4.25],[median(r4) median(r4)],'k-','LineWidth',2) -scatter(5*ones(length(r5),1),r5,'MarkerEdgeColor',color1,'MarkerFaceColor',color1,'jitter','on') -plot([4.75 5.25],[median(r5) median(r5)],'k-','LineWidth',2) -scatter(6*ones(length(r6),1),r6,'MarkerEdgeColor',color2,'MarkerFaceColor',color2,'jitter','on') -plot([5.75 6.25],[median(r6) median(r6)],'k-','LineWidth',2) -xlim([0.5, 6.5]) -ylim([2,22]) -ylabel('Wavelet entropy') -xticks([1:6]) -xticklabels({'Engel 1, non-SOZ, non-EIZ','Engel 2+, non-SOZ, non-EIZ', 'Engel 1 EIZ','Engel 2+ EIZ','Engel 1 SOZ','Engel 2+ SOZ'}) -hold off - -%% figure(1);clf; for i = 1:20 % extract indices that correspond to a given ROI for HUP and MNI data @@ -542,7 +451,7 @@ try plot(x_axis,median_soz) subplot(4,5,i) hold on - violin(plot_cell,'xlabel',{'','',''},'facecolor',[color1;color6;color2],'mc',[],'medc','k');%,'edgecolor','k'); + violin(plot_cell,'xlabel',{'','',''},'facecolor',[color1;color7;color2],'mc',[],'medc','k');%,'edgecolor','k'); legend('off') txt_sig1 = '+'; txt_sig2 = '*'; @@ -562,8 +471,7 @@ try plot(x_axis,median_soz) text(2.5,20.25,txt_sig2,'FontSize', 20); end - ylabel('Probability') - xlabel('- Log Entropy') + ylabel('Log -Entropy') this_roi_name = split(string(custom_atlas{2*i,1}),'_R'); % extract roi name without laterality split_roi_name{i,1} = this_roi_name(1); title(sprintf('%s',this_roi_name(1)), 'Interpreter', 'none') % use that as title @@ -590,7 +498,7 @@ try plot(x_axis,median_soz) s % extract subject data from all the data (columns are channels) - pt_data = sleep_clip;%all_wake_data(:,[all_pts==s]); + pt_data = all_wake_data(:,[all_pts==s]); % call functional connectivity code (200 is Hz, 1 is window size in seconds) [pt_adj] = compute_FC(pt_data, 200, 1, conn_type{c},conn_band{f}); @@ -662,6 +570,9 @@ try plot(x_axis,median_soz) % call for HUP patients [conn_edge_hup, std_edge_hup, samples_edge_hup, ~, raw_atlas_edge_hup] = create_atlas_by_edge(all_pt_adj(107:166), pt_loc(107:166), all_abn(107:166), [1:40]', 1); + this_feat_conn(feat).mni = conn_edge_mni; + this_feat_conn(feat).hup = conn_edge_hup; + % loop through all patients for s = 1:166 % change this back a = a+1; @@ -681,6 +592,11 @@ try plot(x_axis,median_soz) end %% correlate connectivity between MNI and HUP +for feat = 1:10 + + conn_edge_mni = this_feat_conn(feat).mni; + conn_edge_hup = this_feat_conn(feat).hup; + conn_edge_all = conn_edge_mni(:)+conn_edge_hup(:); conn_edge_mni(isnan(conn_edge_all)) = []; conn_edge_hup(isnan(conn_edge_all)) = []; @@ -689,14 +605,13 @@ try plot(x_axis,median_soz) std_edge_mni(isnan(std_edge_all)) = []; std_edge_hup(isnan(std_edge_all)) = []; -figure(1);clf; +figure(feat);clf; plot(exp(conn_edge_mni),exp(conn_edge_hup),'ko') [r,p] = corr(exp(conn_edge_mni)',exp(conn_edge_hup)') xlabel('MNI delta coherence') ylabel('HUP delta coherence') -title('Correlation between atlas edges, r = 0.43, p = 4.6e-19') -xlim([0 0.1]) -ylim([0 0.1]) +title(sprintf('Correlation between atlas edges, r = %f, p = %f',r,p)) +end %% process bivariate edge features into nodal features for f = 1:10 @@ -704,7 +619,7 @@ try plot(x_axis,median_soz) abs_feat = []; for s = 1:166 % take 80th percentile across all edges of each node - abs_feat = [abs_feat;prctile(abs(bivariate_native(f).subj(s).data),80)']; + abs_feat = [abs_feat;prctile(abs(bivariate_native(f).subj(s).data),75)']; end % assign into feature matrix @@ -713,7 +628,7 @@ try plot(x_axis,median_soz) % for the single bivariate feature we want the maximum absolute Z score % across all 10 bivariate features -single_bivariate_feat = max(abs_bivariate_feats')'; +[single_bivariate_feat, which_feat_bi] = max(abs_bivariate_feats,[],2); % assign previously calculated univariate z scores into bivariate scores all_feat_zscores = [univariate_zscores, abs_bivariate_feats]; @@ -722,6 +637,9 @@ try plot(x_axis,median_soz) incomplete_channels = find(isnan(sum(all_feat_zscores'))); single_bivariate_feat(incomplete_channels) = []; +univariate_feats = all_feat_zscores(:,1:10); +univariate_feats(incomplete_channels,:) = []; +[single_univariate_feat, which_feat_uni] = max(abs(univariate_feats),[],2); %% combine univariate and bivariate %all_feat_zscores = [univariate_zscores, all_bivariate_feats]; @@ -754,7 +672,7 @@ try plot(x_axis,median_soz) all_pred_2 = zeros(size(all_labels)); all_pred_3 = zeros(size(all_labels)); -[part] = make_xval_partition(length(all_labels), 10); +[part] = make_xval_partition(length(all_labels), 20); for p = 1:10 p X_train = all_feats(find(part~=p),:); @@ -794,7 +712,7 @@ try plot(x_axis,median_soz) [X3,Y3,T,AUC3] = perfcurve(all_labels,all_pred_3,1) -% random forest feature importance +%% random forest feature importance imp = Mdl3.OOBPermutedPredictorDeltaError; figure(1);clf; @@ -895,7 +813,7 @@ try plot(x_axis,median_soz) univariate_feats = all_feat_zscores(:,1:10); univariate_feats(incomplete_channels,:) = []; -single_univariate_feat = prctile(abs(univariate_feats'),100)'; +single_univariate_feat = max(abs(univariate_feats'))'; single_univariate_feat(isinf(single_univariate_feat)) = nanmedian(single_univariate_feat); single_bivariate_feat_2(isinf(single_bivariate_feat_2)) = nanmedian(single_bivariate_feat_2); @@ -1092,6 +1010,7 @@ try plot(x_axis,median_soz) %% Examine correlations between z scores [r,p] = corr(all_feat_zscores2) figure(1);clf; +r(p>0.0001) = NaN; imagesc(r) colorbar diff --git a/atlas_synthesis.m~ b/atlas_synthesis.m~ deleted file mode 100644 index dc789d5..0000000 --- a/atlas_synthesis.m~ +++ /dev/null @@ -1,1285 +0,0 @@ -%% Set up workspace -clear all - -% set up path - change iEEG_atlas_path to where you download the repository -iEEG_atlas_path = '/Users/jbernabei/Documents/PhD_Research/atlas_project/iEEG_atlas_dev'; - -% other paths may stay the same -metadata = readtable('data/atlas_metadata_final.xlsx'); -custom_atlas = readtable('data/custom_atlas.xlsx'); - -% anatomical atlas information -region_list = zeros(1,90); % for the 90 AAL regions we will be using -region_names = cell(1,90); -fi = fopen("localization/AAL116_WM.txt"); -for j = 1:90 - label = split(fgetl(fi)); - region_list(j) = str2double(label{3}); - region_names{j} = label{2}; -end - -% extract metadata -age_onset = metadata{:,11}; -age_surgery = metadata{:,12}; -HUP_outcome = floor(metadata{:,3}); - -% extract outcome -for s = 1:length(age_surgery) - engel_scores = metadata{s,3:5}; - engel_scores = rmmissing(engel_scores); - early_outcome(s) = floor(engel_scores(1)); % early outcome is 6 months - late_outcome(s) = floor(engel_scores(end)); % late outcome is latest time point up to 24 months -end - -therapy_field = metadata{:,6}; -implant_field = metadata{:,7}; -target_field = metadata{:,8}; -laterality_field = metadata{:,9}; -lesion_field = metadata{:,10}; -gender_field = metadata{:,13}; - -lesion_field = strcmp(lesion_field,'Lesional'); % 1 for lesional -therapy_field = strcmp(therapy_field,'Ablation'); % 1 ffor ablation - -load('data/MNI_atlas_new.mat') -load('data/HUP_atlas_May25.mat') - -all_pts = [Patient; (patient_no+106)]; % combine patient numbers for MNI & HUP - -HUP_outcome_all = zeros(length(soz_ch),1); -for i = 1:60 - HUP_outcome_all(find(patient_no==i)) = late_outcome(i); % we use outcome as late outcome -end - -clear NodesLeft -clear NodesLeftInflated -clear NodesRightInflated -clear NodesRight -clear NodesRegionLeft -clear NodesRegionRight -clear Data_N2 -clear Data_N3 -clear Data_R - -% some colors for plotting, etc -color1 = [0, 0.4470, 0.7410]; -color2 = [0.6350, 0.0780, 0.1840]; -color3 = [255, 248, 209]./255; -color4 = [103 55 155]/255; -color6 = [78 172 91]/255; - -% assign wake clips from MNI and HUP into a final data matrix -all_wake_data = [Data_W,wake_clip]; - -%% perform localization based on AAL116 atlas (which has an internal WM mask also) -all_coords = [ChannelPosition;mni_coords]; - -try [coords, all_roi, NN_ind] = nifti_values(all_coords,'localization/AAL116_WM.nii'); -catch ME - for i = 1:size(all_coords,1) - if mod(i,100) - fprintf('%d\n',i) - end - try [mni_coords1, mni_roi, NN_ind] = nifti_values(all_coords(i,:),'localization/AAL116_WM.nii'); - catch ME - mni_roi = NaN; - end - all_roi(i,1) = mni_roi; - end -end - -clear NN_ind -clear coords - -% assign AAL regions into new, aggregate regions of custom atlas. (116 -> 40 regions) -region_matrix = custom_atlas{:,2:4}; -for c = 1:length(all_roi) - old_ind = find(region_list==all_roi(c)); - try [row,col,V] = find(region_matrix==old_ind); - try new_roi(c,1) = row; - catch anyerror - new_roi(c,1) = 0; - end - catch anyerror - new_roi(c,1) = 0; - end - -end -%% define normal MNI/HUP and abnormal channels (SOZ/high-spike/RZ) -% set threshold on spike counts -spike_thresh = 24; % this is empirical, 1 spike/hour - -% find indices for which spikes are greater than threshold -spike_ind = [spike_24h>spike_thresh]; - -% define all abnormal channels -abnormal_ch = find([resected_ch+spike_ind+soz_ch]>0)+1772; - -% define all seizure onset indices -soz_ch_inds = find(soz_ch)+1772; - -% define normal HUP channels -normal_HUP_ch = find([resected_ch+spike_ind+soz_ch]==0)+1772; - -% define normal MNI channels -normal_MNI_ch = [1:1772]'; - -% define all normal channels -all_normal_ch = [normal_MNI_ch;normal_HUP_ch]; - -% define exclusive irritative zone -EIZ_ch = find(spike_ind - spike_ind.*soz_ch)+1772; - -% split EIZ into good vs poor -EIZ_good_ch = find((spike_ind - spike_ind.*soz_ch).*(HUP_outcome_all==1))+1772; -EIZ_poor_ch = find((spike_ind - spike_ind.*soz_ch).*(HUP_outcome_all>1))+1772; - -% split SOZ into good vs poor -soz_good_ch = find(soz_ch.*(HUP_outcome_all==1))+1772; -soz_poor_ch = find(soz_ch.*(HUP_outcome_all>1))+1772; - -% define non-EIZ non-SOZ poor outcome channels -poor_out_ch = find([resected_ch+spike_ind+soz_ch+(HUP_outcome_all==1)]==0)+1772; - -%% count HUP and MNI in original atlas and then new atlas -mni_roi_old = all_roi(1:1772); -hup_roi_old = all_roi(1773:end); - -for i = 1:45 - roi_count(i,1) = sum(mni_roi_old==region_list(2*i-1))+sum(mni_roi_old==region_list(2*i)); - roi_count(i,2) = sum(all_roi(normal_HUP_ch)==region_list(2*i-1))+sum(all_roi(normal_HUP_ch)==region_list(2*i)); - this_roi_name = split(string(region_names{2*i}),'_R'); % extract roi name without laterality - split_roi_name_old{i,1} = this_roi_name(1); -end - -for i = 1:20 - roi_count_new_normal(i,1) = length(intersect(normal_MNI_ch,[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)])); - roi_count_new_normal(i,2) = length(intersect(normal_HUP_ch,[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)])); - this_roi_name = split(string(custom_atlas{2*i,1}),'_R'); % extract roi name without laterality - split_roi_name{i,1} = this_roi_name(1); -end - -new_counts = [roi_count_new_normal(:,1),(roi_count_new_normal(:,2))]; - -% Supplemental figure -figure(1);clf; -subplot(1,2,1) -barh(roi_count) -set(gca,'TickLabelInterpreter', 'none'); -xlabel('Number of nodes per region') -title('AAL regions') -yticks([1:45]) -yticklabels(split_roi_name_old) -subplot(1,2,2) -barh(new_counts) -set(gca,'TickLabelInterpreter', 'none'); -title('Composite regions') -yticks([1:21]) -yticklabels(split_roi_name) -xlabel('Number of nodes per region') - -%% do renderings of original and new atlas -random_colors = rand([40,3]); - -color_matrix = ones(117,3); - -for i = 1:40 - this_region = custom_atlas{i,2:4}; - for r = 1:length(rmmissing(this_region)) - color_matrix(this_region(r),:) = random_colors(i,:); - end -end - -% writes a file that can be used in BrainNet viewer to visualize -dlmwrite('atlas_render_color.txt',color_matrix(1:90,:),'delimiter',' ','precision',5) - -figure(1);clf; -imagesc(reshape(random_colors,40,1,3)) -set(gca,'TickLabelInterpreter', 'none'); -yticks([1:40]) -yticklabels(custom_atlas{:,1}) - -%% calculate power spectrum -all_wake_data = [Data_W,wake_clip]; - -[pxx,f] = pwelch(all_wake_data,200,100,[0.5:0.5:80],200); -pxx_norm = pxx./sum(pxx); - -%% Analyze power spectral density between HUP/MNI, Normal/irritative zone/SOZ - -freq_inds = [1, 8; % 0.5 - 4 Hz - 9, 16; % 4 - 8 Hz - 17, 26; % 8 - 13 Hz - 27, 60; % 13 - 30 Hz - 61, 160]; % 30 - 80 Hz - - -figure(1);clf % supplemental -figure(2);clf % supplemental -for i = 1:20 - % extract indices that correspond to a given ROI for HUP and MNI data - % (combining data from L and R hemispheres) - roi_mni = intersect(normal_MNI_ch,[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_hup = intersect(normal_HUP_ch,[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_EIZ = intersect([EIZ_good_ch;EIZ_poor_ch],[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_soz = intersect([soz_good_ch;soz_poor_ch],[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - - % median power spectral density across channels - median_mni = median(pxx_norm(:,roi_mni),2); - median_hup = median(pxx_norm(:,roi_hup),2); - median_normal = median(pxx_norm(:,[roi_mni;roi_hup]),2); - median_EIZ = median(pxx_norm(:,roi_EIZ),2); - median_soz = median(pxx_norm(:,roi_soz),2); - - for j = 1:5 - HUP_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_hup))'; - MNI_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_mni))'; - normal_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],[roi_mni;roi_hup]))'; - EIZ_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_EIZ))'; - soz_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_soz))'; - - [p,h] = ranksum(HUP_feat,MNI_feat); % HUP vs MNI - pval_matrix_norm(i,j) = p; - - [p,h] = ranksum(normal_feat,EIZ_feat); % normal vs EIZ - pval_matrix_EIZ(i,j) = p; - - [p,h] = ranksum(normal_feat,soz_feat); % normal vs SOZ - pval_matrix_soz(i,j) = p; - - [p,h] = ranksum(EIZ_feat,soz_feat); % EIZ vs SOZ - pval_matrix_EIZ_vs_soz(i,j) = p; - - end - - % find upper and lower bounds (here 25th and 75th percentiles) - prct_25_75_mni = prctile(pxx_norm(:,roi_mni)',[25,75]); - prct_25_75_hup = prctile(pxx_norm(:,roi_hup)',[25,75]); - prct_25_75_normal = prctile(pxx_norm(:,[roi_mni;roi_hup])',[25,75]); - prct_25_75_EIZ = prctile(pxx_norm(:,roi_EIZ)',[25,75]); - prct_25_75_soz = prctile(pxx_norm(:,roi_soz)',[25,75]); - - x_axis = [0.5:0.5:80]; - - figure(1) - % 3 x 7 plot for 21 regions (aggregating across hemispheres) - subplot(4,5,i) - hold on - plot([4,4],[0,0.4],'k-') - plot([8,8],[0,0.4],'k-') - plot([13,13],[0,0.4],'k-') - plot([30,30],[0,0.4],'k-') - plot(x_axis,median_mni) - patch([x_axis fliplr(x_axis)], [prct_25_75_mni(1,:) fliplr(prct_25_75_mni(2,:))], color1, 'FaceAlpha',0.5, 'EdgeColor','none') - plot(x_axis,median_hup) - patch([x_axis fliplr(x_axis)], [prct_25_75_hup(1,:) fliplr(prct_25_75_hup(2,:))], color6, 'FaceAlpha',0.5, 'EdgeColor','none') - - % add greek letters for frequency bands - txt_d = '\delta'; - txt_t = '\theta'; - txt_a = '\alpha'; - txt_b = '\beta'; - txt_g = '\gamma'; - txt_sig = '*'; - text(2,0.15,txt_d); - text(5.5,0.15,txt_t); - text(9.5,0.15,txt_a); - text(18,0.15,txt_b); - text(40,0.15,txt_g); - if pval_matrix_norm(i,1)<(0.05/100) - text(2,0.12,txt_sig,'FontSize', 20); - end - if pval_matrix_norm(i,2)<(0.05/100) - text(5.5,0.12,txt_sig,'FontSize', 20); - end - if pval_matrix_norm(i,3)<(0.05/100) - text(9.5,0.12,txt_sig,'FontSize', 20); - end - if pval_matrix_norm(i,4)<(0.05/100) - text(18,0.12,txt_sig,'FontSize', 20); - end - if pval_matrix_norm(i,5)<(0.05/100) - text(40,0.12,txt_sig,'FontSize', 20); - end - - % set axes, labels, subgraph titles - set(gca, 'XScale','log', 'XTick',[0.5,4,8,13,30,80], 'XTickLabel',[0.5,4,8,13,30,80]) - ylabel('Spectral Density') - xlabel('Frequency (Hz)') - this_roi_name = split(string(custom_atlas{2*i,1}),'_R'); % extract roi name without laterality - split_roi_name{i,1} = this_roi_name(1); - title(sprintf('%s',this_roi_name(1)), 'Interpreter', 'none') % use that as title - xlim([0.5,80]) % xlimit 0.5-80 Hz - ylim([0 0.2]) % ylimit 0-0.2 (arbitrary, just to visualize density) - hold off - - figure(2) - subplot(4,5,i) - hold on - plot([4,4],[0,0.4],'k-') - plot([8,8],[0,0.4],'k-') - plot([13,13],[0,0.4],'k-') - plot([30,30],[0,0.4],'k-') - plot(x_axis,median_normal) - patch([x_axis fliplr(x_axis)], [prct_25_75_normal(1,:) fliplr(prct_25_75_normal(2,:))], color1, 'FaceAlpha',0.5, 'EdgeColor','none') - plot(x_axis,median_EIZ) - patch([x_axis fliplr(x_axis)], [prct_25_75_EIZ(1,:) fliplr(prct_25_75_EIZ(2,:))], color6, 'FaceAlpha',0.5, 'EdgeColor','none') - try plot(x_axis,median_soz) - patch([x_axis fliplr(x_axis)], [prct_25_75_soz(1,:) fliplr(prct_25_75_soz(2,:))], color2, 'FaceAlpha',0.5, 'EdgeColor','none') - catch anyerror - end - - % add greek letters for frequency bands - text(2,0.15,txt_d); - text(5.5,0.15,txt_t); - text(9.5,0.15,txt_a); - text(18,0.15,txt_b); - text(40,0.15,txt_g); - if pval_matrix_EIZ(i,1)<(0.05/100) - text(2,0.12,txt_sig,'FontSize', 20); - end - if pval_matrix_EIZ(i,2)<(0.05/100) - text(5.5,0.12,txt_sig,'FontSize', 20); - end - if pval_matrix_EIZ(i,3)<(0.05/100) - text(9.5,0.12,txt_sig,'FontSize', 20); - end - if pval_matrix_EIZ(i,4)<(0.05/100) - text(18,0.12,txt_sig,'FontSize', 20); - end - if pval_matrix_EIZ(i,5)<(0.05/100) - text(40,0.12,txt_sig,'FontSize', 20); - end - - if pval_matrix_soz(i,1)<(0.05/100) - text(2,0.17,txt_sig,'FontSize', 20); - end - if pval_matrix_soz(i,2)<(0.05/100) - text(5.5,0.17,txt_sig,'FontSize', 20); - end - if pval_matrix_soz(i,3)<(0.05/100) - text(9.5,0.17,txt_sig,'FontSize', 20); - end - if pval_matrix_soz(i,4)<(0.05/100) - text(18,0.17,txt_sig,'FontSize', 20); - end - if pval_matrix_soz(i,5)<(0.05/100) - text(40,0.17,txt_sig,'FontSize', 20); - end - - % set axes, labels, subgraph titles - set(gca, 'XScale','log', 'XTick',[0.5,4,8,13,30,80], 'XTickLabel',[0.5,4,8,13,30,80]) - ylabel('Spectral Density') - xlabel('Frequency (Hz)') - this_roi_name = split(string(custom_atlas{2*i,1}),'_R'); % extract roi name without laterality - split_roi_name{i,1} = this_roi_name(1); - title(sprintf('%s',this_roi_name(1)), 'Interpreter', 'none') % use that as title - xlim([0.5,80]) % xlimit 0.5-80 Hz - ylim([0 0.2]) % ylimit 0-0.2 (arbitrary, just to visualize density) - hold off - -end - -%% calculate univariate z-scores of neural activity -% power spectrum and entropy abnormality - -all_f = {'delta','theta','alpha','beta','gamma'}; % frequency bands -all_m = {'bandpower','entropy'}; % metrics - -c = 0; % c for column in z score matrix -for m = 1:2 % m for different metrics - for f = 1:5 % f for frequency bands - c = c+1; - - % first create the univariate atlas, taking only normal channels - % the univariate atlas is mean/median + stdev of a given feature - % across ROI - [mean_vec,median_vec,std_vec,feat_vals] = create_univariate_atlas(all_wake_data(:,find(all_normal_ch)),[1:40],new_roi(all_normal_ch),sprintf('%s',all_m{m}),sprintf('%s',all_f{f})); - - % we call this function again on all of the data, but are only - % using it to extract all of the feature values on each channel - [~,~,~,feat_vals] = create_univariate_atlas(all_wake_data,[1:40],new_roi,sprintf('%s',all_m{m}),sprintf('%s',all_f{f})); - - % now we test the univariate atlas to generate z scores - [zscores, pt_zscores, pt_ind, roi_ind] = test_univariate_atlas(median_vec, std_vec, feat_vals, all_pts, [1:40], new_roi,'patient'); - - % store the z scores - univariate_zscores(:,c) = zscores; - all_pt_zscores(:,c) = pt_zscores; - - end -end -%save('univariate_zscores.mat','univariate_zscores') - -%% mass univariate testing -% 21 ROI x 5 = 105 tests to correct for -freq_inds = [1, 8; % 0.5 - 4 Hz - 9, 16; % 4 - 8 Hz - 17, 26; % 8 - 13 Hz - 27, 60; % 13 - 30 Hz - 61, 160]; % 30 - 80 Hz - -for i = 1:20 - for j = 1:5 - roi_soz = intersect((find(soz_ch)+1772),[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_eiz = intersect((EIZ_ch),[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_hup = intersect(normal_HUP_ch,[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_mni = intersect(normal_MNI_ch,[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - soz_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_soz))'; - eiz_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_eiz))'; - HUP_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_hup))'; - MNI_feat = median(pxx_norm([freq_inds(j,1):freq_inds(j,2)],roi_mni))'; - [p,h] = ranksum(HUP_feat,MNI_feat); % HUP vs MNI - pval_matrix_norm(i,j) = p; - [p1,h] = ranksum([HUP_feat;MNI_feat],soz_feat); - pval_matrix_soz(i,j) = p1; - [p2,h] = ranksum([HUP_feat;MNI_feat],eiz_feat); - pval_matrix_eiz(i,j) = p2; - end -end - -figure(1);clf; -subplot(1,3,1) -imagesc((pval_matrix_norm.*100)<0.05) -title('HUP vs. MNI normal channels') -xticks([1:5]) -xticklabels({'Delta','Theta','Alpha','Beta','Gamma'}) -yticks([1:20]) -set(gca,'TickLabelInterpreter', 'none'); -yticklabels(split_roi_name) -subplot(1,3,2) -imagesc((pval_matrix_eiz.*100)<0.05) -title('Irritative zone vs. composite atlas') -xticks([1:5]) -xticklabels({'Delta','Theta','Alpha','Beta','Gamma'}) -yticks([1:20]) -set(gca,'TickLabelInterpreter', 'none'); -yticklabels(split_roi_name) -subplot(1,3,3) -imagesc((pval_matrix_soz.*100)<0.05) -title('Seizure onset zone vs. composite atlas') -xticks([1:5]) -xticklabels({'Delta','Theta','Alpha','Beta','Gamma'}) -yticks([1:20]) -set(gca,'TickLabelInterpreter', 'none'); -yticklabels(split_roi_name) - -%% wavelet entropy validation across all regions -for i = 1:60 - for j = 1:size(all_wake_data,2) - start_inds = (i-1)*200+1; - end_inds = 200*i; - all_wentropy(i,j) = wentropy(all_wake_data((start_inds:end_inds),j),'shannon'); - end -end - -all_mean_wentropy = log(-1*median(all_wentropy)); - -r1 = all_mean_wentropy([normal_HUP_ch;normal_MNI_ch]); -r2 = all_mean_wentropy(poor_out_ch); -r3 = all_mean_wentropy(EIZ_good_ch); -r4 = all_mean_wentropy(EIZ_poor_ch); -r5 = all_mean_wentropy(soz_good_ch); -r6 = all_mean_wentropy(soz_poor_ch); - -ranksum(all_mean_wentropy(normal_HUP_ch),all_mean_wentropy(normal_MNI_ch)) - -p1 = ranksum(r1,r3) -p2 = ranksum(r3,r5) -p3 = ranksum(r1,r5) -p4 = ranksum(r2,r4) -p5 = ranksum(r4,r6) -p6 = ranksum(r2,r6) -p7 = ranksum(r1,r2) -p8 = ranksum(r3,r4) -p9 = ranksum(r5,r6) - -figure(1);clf; -hold on -scatter(ones(length(r1),1),r1,'MarkerEdgeColor',color1,'MarkerFaceColor',color1,'jitter','on') -plot([0.75 1.25],[median(r1) median(r1)],'k-','LineWidth',2) -scatter(2*ones(length(r2),1),r2,'MarkerEdgeColor',color2,'MarkerFaceColor',color2,'jitter','on') -plot([1.75 2.25],[median(r2) median(r2)],'k-','LineWidth',2) -scatter(3*ones(length(r3),1),r3,'MarkerEdgeColor',color1,'MarkerFaceColor',color1,'jitter','on') -plot([2.75 3.25],[median(r3) median(r3)],'k-','LineWidth',2) -scatter(4*ones(length(r4),1),r4,'MarkerEdgeColor',color2,'MarkerFaceColor',color2,'jitter','on') -plot([3.75 4.25],[median(r4) median(r4)],'k-','LineWidth',2) -scatter(5*ones(length(r5),1),r5,'MarkerEdgeColor',color1,'MarkerFaceColor',color1,'jitter','on') -plot([4.75 5.25],[median(r5) median(r5)],'k-','LineWidth',2) -scatter(6*ones(length(r6),1),r6,'MarkerEdgeColor',color2,'MarkerFaceColor',color2,'jitter','on') -plot([5.75 6.25],[median(r6) median(r6)],'k-','LineWidth',2) -xlim([0.5, 6.5]) -ylim([2,22]) -ylabel('Wavelet entropy') -xticks([1:6]) -xticklabels({'Engel 1, non-SOZ, non-EIZ','Engel 2+, non-SOZ, non-EIZ', 'Engel 1 EIZ','Engel 2+ EIZ','Engel 1 SOZ','Engel 2+ SOZ'}) -hold off - -%% -figure(1);clf; -for i = 1:20 - % extract indices that correspond to a given ROI for HUP and MNI data - % (combining data from L and R hemispheres) - roi_mni = intersect(normal_MNI_ch,[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_hup = intersect(normal_HUP_ch,[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_EIZ = intersect([EIZ_good_ch;EIZ_poor_ch],[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - roi_soz = intersect([soz_good_ch;soz_poor_ch],[find(new_roi==(2*(i-1)+1));find(new_roi==2*i)]); - - entropy_normal = all_mean_wentropy([roi_mni;roi_hup]); - entropy_EIZ = all_mean_wentropy(roi_EIZ); - entropy_soz = all_mean_wentropy(roi_soz); - - pval_EIZ(i,1) = ranksum(entropy_normal,entropy_EIZ); - pval_soz(i,1) = ranksum(entropy_normal,entropy_soz); - pval_EIZ_vs_soz(i,1) = ranksum(entropy_EIZ,entropy_soz); - - % median power spectral density across channels - %entropy_mni = median(pxx_norm(:,roi_mni),2); - %median_hup = median(pxx_norm(:,roi_hup),2); - plot_cell{1,1} = entropy_normal; - plot_cell{1,2} = entropy_EIZ; - plot_cell{1,3} = entropy_soz; - - subplot(4,5,i) - hold on - violin(plot_cell,'xlabel',{'','',''},'facecolor',[color1;color6;color2],'mc',[],'medc','k');%,'edgecolor','k'); - legend('off') - txt_sig1 = '+'; - txt_sig2 = '*'; - txt_sig3 = '#'; - ylim([7 23]) - - if pval_EIZ(i,1) < (0.05./20) - plot([1,2],[20,20],'k-','LineWidth',2) - text(1.45,20.25,txt_sig2,'FontSize', 20); - end - if pval_soz(i,1) < (0.05./20) - plot([1,3],[21.75,21.75],'k-','LineWidth',2) - text(2,22,txt_sig2,'FontSize', 20); - end - if pval_EIZ_vs_soz(i,1) < (0.05./20) - plot([2,3],[20,20],'k-','LineWidth',2) - text(2.5,20.25,txt_sig2,'FontSize', 20); - end - - ylabel('Probability') - xlabel('- Log Entropy') - this_roi_name = split(string(custom_atlas{2*i,1}),'_R'); % extract roi name without laterality - split_roi_name{i,1} = this_roi_name(1); - title(sprintf('%s',this_roi_name(1)), 'Interpreter', 'none') % use that as title - - hold off - -end - - - -%% create atlas data - > edge-wise and patient-wise should be options -% for HUP data, aggregate electrodes to ignore -% these should be poor-outcome/RZ/SOZ/>1 spike per hour - -conn_band = {'delta','theta','alpha','beta','gamma'}; -conn_type = {'corr','coh'}; - -% loop through types of connectivity and frequency bands -for c = 1:2 - for f = 1:5 - - % loop through subjects - for s = 1:max(all_pts) - s - - % extract subject data from all the data (columns are channels) - pt_data = sleep_clip;%all_wake_data(:,[all_pts==s]); - - % call functional connectivity code (200 is Hz, 1 is window size in seconds) - [pt_adj] = compute_FC(pt_data, 200, 1, conn_type{c},conn_band{f}); - - % assign median adjacency matrix into cell structure - all_pt_adj{s} = pt_adj; - - end - - % save adjacency matrices - save(sprintf('adj_matrices/all_adj_%s_%s_May25.mat',conn_type{c},conn_band{f}),'all_pt_adj') - - end -end - -%% assign atlas locations per patient into cell structure -for s = 1:max(all_pts) - pt_loc{s} = new_roi(all_pts==s)'; -end - -% indices of all abnormal channels -all_abnormal_ch = zeros(5203,1); -all_abnormal_ch(abnormal_ch) = 1; - -for s = 1:166 - - % check abnormal channels for HUP patients - if s>106 - - % abnormal channel indices - all_abn{s} = find(all_abnormal_ch(all_pts==s)); - if isempty(all_abn{s}) - all_abn{s} = []; - end - else - % if MNI patient, no abnormal channels by definition - all_abn{s} = []; - end -end - -%% functional cconnectivity atlas construction & z-score code - -conn_band = {'delta','theta','alpha','beta','gamma'}; -conn_type = {'corr','coh'}; - -% which feature -feat = 0; - -% loop through connectivity and frequency -for c = 1:2 - for f = 1:5 - - feat = feat+1; - a = 0 - - load(sprintf('adj_matrices/all_adj_%s_%s_May25.mat',conn_type{c},conn_band{f})); - - if c==2 - for s = 1:166 - all_pt_adj{s} = log(all_pt_adj{s}); - end - end - - [conn_edge, std_edge, samples_edge, sem_edge, raw_atlas_edge] = create_atlas_by_edge(all_pt_adj, pt_loc, all_abn, [1:40]', 2); - - % call for MNI patients - [conn_edge_mni, std_edge_mni, samples_edge_mni, ~, raw_atlas_edge_mni] = create_atlas_by_edge(all_pt_adj(1:106), pt_loc(1:106), all_abn(1:106), [1:40]', 1); - - % call for HUP patients - [conn_edge_hup, std_edge_hup, samples_edge_hup, ~, raw_atlas_edge_hup] = create_atlas_by_edge(all_pt_adj(107:166), pt_loc(107:166), all_abn(107:166), [1:40]', 1); - - % loop through all patients - for s = 1:166 % change this back - a = a+1; - - % do nodal space - try [native_adj_scores, corr_val] = test_native_adj(all_pt_adj{s}, pt_loc{s}, conn_edge, std_edge, [1:40]'); - - bivariate_native(feat).subj(a).data = native_adj_scores; - - catch anyerror - bivariate_native(feat).subj(a).data = NaN(length(pt_loc{s})); - end - - end - end - -end - -%% correlate connectivity between MNI and HUP -conn_edge_all = conn_edge_mni(:)+conn_edge_hup(:); -conn_edge_mni(isnan(conn_edge_all)) = []; -conn_edge_hup(isnan(conn_edge_all)) = []; - -std_edge_all = std_edge_mni(:)+std_edge_hup(:); -std_edge_mni(isnan(std_edge_all)) = []; -std_edge_hup(isnan(std_edge_all)) = []; - -figure(1);clf; -plot(exp(conn_edge_mni),exp(conn_edge_hup),'ko') -[r,p] = corr(exp(conn_edge_mni)',exp(conn_edge_hup)') -xlabel('MNI delta coherence') -ylabel('HUP delta coherence') -title('Correlation between atlas edges, r = 0.43, p = 4.6e-19') -xlim([0 0.1]) -ylim([0 0.1]) -%% process bivariate edge features into nodal features - -for f = 1:10 - this_feat = []; - abs_feat = []; - for s = 1:166 - % take 80th percentile across all edges of each node - abs_feat = [abs_feat;prctile(abs(bivariate_native(f).subj(s).data),80)']; - end - - % assign into feature matrix - abs_bivariate_feats(:,f) = abs_feat; -end - -% for the single bivariate feature we want the maximum absolute Z score -% across all 10 bivariate features -single_bivariate_feat = max(abs_bivariate_feats')'; - -% assign previously calculated univariate z scores into bivariate scores -all_feat_zscores = [univariate_zscores, abs_bivariate_feats]; - -% incomplete channels are ones which are unlocalized in new atlas -incomplete_channels = find(isnan(sum(all_feat_zscores'))); -single_bivariate_feat(incomplete_channels) = []; - -%% -single_bivariate_feat_2 = single_bivariate_feat; -new_roi_2 = new_roi; -new_roi_2(incomplete_channels) = []; - -new_roi_2(new_roi_2==17) = 18; - -for ch = 1:4702 - if multi_class(ch)==1 - grouping{ch,1} = 'uninvolved'; - class_ind(ch,1) = 1; - elseif multi_class(ch)==2 - grouping{ch,1} = 'EIZ'; - class_ind(ch,1) = 2; - else - grouping{ch,1} = 'SOZ'; - class_ind(ch,1) = 3; - end -end - -univariate_feats = all_feat_zscores(:,1:10); -univariate_feats(incomplete_channels,:) = []; - -single_univariate_feat = prctile(abs(univariate_feats'),100)'; - -single_univariate_feat(isinf(single_univariate_feat)) = nanmedian(single_univariate_feat); -single_bivariate_feat_2(isinf(single_bivariate_feat_2)) = nanmedian(single_bivariate_feat_2); - -single_univariate_feat = single_univariate_feat(new_roi_2==18); -single_bivariate_feat_2 = single_bivariate_feat_2(new_roi_2==18); -grouping = grouping(new_roi_2==18); -class_ind = class_ind(new_roi_2==18); - - -figure(1);clf; -h = scatterhist(single_univariate_feat,single_bivariate_feat_2,'Group',grouping,'Marker','.','MarkerSize',12) - -clr = get(h(1),'colororder'); -boxplot(h(2),single_univariate_feat,grouping,'orientation','horizontal',... - 'label',{'','',''},'color',clr); - xlim(h(2),[0,30]) -boxplot(h(3),single_bivariate_feat_2,grouping,'orientation','horizontal',... - 'label', {'','',''},'color',clr); - xlim(h(3),[0,30]) - set(h(2:3),'XTickLabel',''); -view(h(3),[270,90]); % Rotate the Y plot -axis(h(1),'auto'); -xlim([0 10]) -ylim([0 10]) - -d1 = computeCohen_d(single_univariate_feat(find(class_ind==2)),single_univariate_feat(find(class_ind==1))) -p1 = ranksum(single_univariate_feat(find(class_ind==2)),single_univariate_feat(find(class_ind==1))) -d2 = computeCohen_d(single_univariate_feat(find(class_ind==3)),single_univariate_feat(find(class_ind==2))) -p2 = ranksum(single_univariate_feat(find(class_ind==3)),single_univariate_feat(find(class_ind==2))) -d3 = computeCohen_d(single_univariate_feat(find(class_ind==3)),single_univariate_feat(find(class_ind==1))) -p3 = ranksum(single_univariate_feat(find(class_ind==3)),single_univariate_feat(find(class_ind==1))) - -d4 = computeCohen_d(single_bivariate_feat_2(find(class_ind==2)),single_bivariate_feat_2(find(class_ind==1))) -p4 = ranksum(single_bivariate_feat_2(find(class_ind==2)),single_bivariate_feat_2(find(class_ind==1))) -d5 = computeCohen_d(single_bivariate_feat_2(find(class_ind==3)),single_bivariate_feat_2(find(class_ind==2))) -p5 = ranksum(single_bivariate_feat_2(find(class_ind==3)),single_bivariate_feat_2(find(class_ind==2))) -d6 = computeCohen_d(single_bivariate_feat_2(find(class_ind==3)),single_bivariate_feat_2(find(class_ind==1))) -p6 = ranksum(single_bivariate_feat_2(find(class_ind==3)),single_bivariate_feat_2(find(class_ind==1))) - -[d1 d2 d3 d4 d5 d6] -[p1 p2 p3 p4 p5 p6] -%% do node abormality (max univariate+bivariate in plot) for following: -% 1. within/outside soz for lesional / non-lesional - -all_lesion = zeros(5203,1); -for i = 1:166 - if i>106 - all_lesion(all_pts==i) = lesion_field(i-106); - end -end - -within_soz_lesional = find(all_lesion.*soz_ch_all); -within_soz_nonlesional = find([all_lesion==0].*soz_ch_all); -outside_soz_lesional = find(all_lesion.*[soz_ch_all==0]); -outside_soz_nonlesional = find([all_lesion==0].*[soz_ch_all==0]); - -for ch = 1:5203 - if ismember(ch,within_soz_lesional) - lesional_grouping{ch,1} = 'within_soz_lesional'; - elseif ismember(ch,within_soz_nonlesional) - lesional_grouping{ch,1} = 'within_soz_nonlesional'; - elseif ismember(ch,outside_soz_lesional) - lesional_grouping{ch,1} = 'outside_soz_lesional'; - elseif ismember(ch,outside_soz_nonlesional) - lesional_grouping{ch,1} = 'outside_soz_nonlesional'; - end -end - -univariate_feats = all_feat_zscores(:,1:10); -single_univariate_feat = prctile(abs(univariate_feats'),100)'; -single_bivariate_feat = prctile(abs_bivariate_feats',100)'; - -uni_within_soz_lesional = single_univariate_feat(within_soz_lesional); -uni_within_soz_nonlesional = single_univariate_feat(within_soz_nonlesional); -uni_outside_soz_lesional = single_univariate_feat(outside_soz_lesional); -uni_outside_soz_nonlesional = single_univariate_feat(outside_soz_nonlesional); -bi_within_soz_lesional = single_bivariate_feat(within_soz_lesional); -bi_within_soz_nonlesional = single_bivariate_feat(within_soz_nonlesional); -bi_outside_soz_lesional = single_bivariate_feat(outside_soz_lesional); -bi_outside_soz_nonlesional = single_bivariate_feat(outside_soz_nonlesional); - -p1 = ranksum(uni_within_soz_lesional,uni_within_soz_nonlesional); -p2 = ranksum(uni_within_soz_lesional,uni_outside_soz_lesional); -p3 = ranksum(uni_within_soz_nonlesional,uni_outside_soz_nonlesional); -p4 = ranksum(uni_outside_soz_lesional,uni_outside_soz_nonlesional); -p5 = ranksum(bi_within_soz_lesional,bi_within_soz_nonlesional); -p6 = ranksum(bi_within_soz_lesional,bi_outside_soz_lesional); -p7 = ranksum(bi_within_soz_nonlesional,bi_outside_soz_nonlesional); -p8 = ranksum(bi_outside_soz_lesional,bi_outside_soz_nonlesional); - -single_univariate_feat(incomplete_channels) = []; -single_bivariate_feat(incomplete_channels) = []; -lesional_grouping(incomplete_channels) = []; - -figure(2);clf; -h = scatterhist(single_univariate_feat,single_bivariate_feat,'Group',lesional_grouping,'Marker','.','MarkerSize',12) - -clr = get(h(1),'colororder'); -boxplot(h(2),single_univariate_feat,lesional_grouping,'orientation','horizontal',... - 'label',{'','','',''},'color',clr); - xlim(h(2),[0,30]) -boxplot(h(3),single_bivariate_feat,lesional_grouping,'orientation','horizontal',... - 'label', {'','','',''},'color',clr); - xlim(h(3),[0,30]) - set(h(2:3),'XTickLabel',''); -view(h(3),[270,90]); % Rotate the Y plot -axis(h(1),'auto'); -xlim([0 10]) -ylim([0 10]) - -[p1 p2 p3 p4 p5 p6 p7 p8] -%% 2. within/outside ablation zone for good / poor outcome -all_outcome = ones(5203,1); -all_abl = NaN(5203,1); -for i = 1:166 - if i>106 - all_outcome(all_pts==i) = late_outcome(i-106); - if therapy_field(i-106) - all_abl(all_pts==i) = resect_ch_all(all_pts==i); - end - end -end - -within_abl_good = find([all_outcome==1].*[all_abl==1]); -outside_abl_good = find([all_outcome==1].*[all_abl==0]); -within_abl_poor = find([all_outcome>1].*[all_abl==1]); -outside_abl_poor = find([all_outcome>1].*[all_abl==0]); - -incomplete_channels2 = incomplete_channels; - -abl_grouping = cell(5203,1); - -for ch = 1:5203 - if ismember(ch,within_abl_good) - abl_grouping{ch,1} = 'within_abl_good'; - elseif ismember(ch,outside_abl_good) - abl_grouping{ch,1} = 'outside_abl_good'; - elseif ismember(ch,within_abl_poor) - abl_grouping{ch,1} = 'within_abl_poor'; - elseif ismember(ch,outside_abl_poor) - abl_grouping{ch,1} = 'outside_abl_poor'; - else - incomplete_channels2 = [incomplete_channels2, ch]; - end -end - -incomplete_channels2 = unique(incomplete_channels2); - -univariate_feats = all_feat_zscores(:,1:10); -single_univariate_feat = prctile(abs(univariate_feats'),100)'; -single_bivariate_feat = prctile(abs_bivariate_feats',100)'; - -uni_within_abl_good = single_univariate_feat(within_abl_good); -uni_outside_abl_good = single_univariate_feat(outside_abl_good); -uni_within_abl_poor = single_univariate_feat(within_abl_poor); -uni_outside_abl_poor = single_univariate_feat(outside_abl_poor); -bi_within_abl_good = single_bivariate_feat(within_abl_good); -bi_outside_abl_good = single_bivariate_feat(outside_abl_good); -bi_within_abl_poor = single_bivariate_feat(within_abl_poor); -bi_outside_abl_poor = single_bivariate_feat(outside_abl_poor); - -p1 = ranksum(uni_within_abl_good,uni_outside_abl_good); -p2 = ranksum(uni_within_abl_poor,uni_outside_abl_poor); -p3 = ranksum(uni_within_abl_good,uni_within_abl_poor); -p4 = ranksum(uni_outside_abl_good,uni_outside_abl_poor); -p5 = ranksum(bi_within_abl_good,bi_outside_abl_good); -p6 = ranksum(bi_within_abl_poor,bi_outside_abl_poor); -p7 = ranksum(bi_within_abl_good,bi_within_abl_poor); -p8 = ranksum(bi_outside_abl_good,bi_outside_abl_poor); - -single_univariate_feat(incomplete_channels2) = []; -single_bivariate_feat(incomplete_channels2) = []; -abl_grouping(incomplete_channels2) = []; - -figure(3);clf; -h = scatterhist(single_univariate_feat,single_bivariate_feat,'Group',abl_grouping,'Marker','.','MarkerSize',12) - -clr = get(h(1),'colororder'); -boxplot(h(2),single_univariate_feat,abl_grouping,'orientation','horizontal',... - 'label',{'','','',''},'color',clr); - xlim(h(2),[0,30]) -boxplot(h(3),single_bivariate_feat,abl_grouping,'orientation','horizontal',... - 'label', {'','','',''},'color',clr); - xlim(h(3),[0,30]) - set(h(2:3),'XTickLabel',''); -view(h(3),[270,90]); % Rotate the Y plot -axis(h(1),'auto'); -xlim([0 10]) -ylim([0 10]) - -[p1 p2 p3 p4 p5 p6 p7 p8] - -%% combine univariate and bivariate -%all_feat_zscores = [univariate_zscores, all_bivariate_feats]; -all_feat_zscores(isinf(all_feat_zscores)) = 0; -incomplete_channels = find(isnan(sum(all_feat_zscores'))); -all_feat_zscores2 = all_feat_zscores; -all_feat_zscores2(incomplete_channels,:) = []; -EIZ = [zeros(1772,1);[spike_ind - spike_ind.*soz_ch]]; -resect_ch_all = [zeros(1772,1);resected_ch]; - -% 1: patient, 2: abnormal, 3: EIZ, 4: SOZ, 5: resect, 6:outcome -all_possible_labels = [all_pts,[EIZ+[zeros(1772,1);soz_ch]],EIZ,[zeros(1772,1);soz_ch],resect_ch_all,[ones(1772,1);HUP_outcome_all]]; -multi_class_all = [~all_possible_labels(:,2)+2.*all_possible_labels(:,3)+3.*all_possible_labels(:,4)]; -all_possible_labels(incomplete_channels,:) = []; - -multi_class = [~all_possible_labels(:,2)+2.*all_possible_labels(:,3)+3.*all_possible_labels(:,4)]; - -% get only non EIZ normal versus SOZ (in good outcome patients) -non_normal_non_soz = [zeros(1772,1);[soz_ch==0]]; -non_normal_non_soz(incomplete_channels) = []; -eliminate_channels = find(all_possible_labels(:,3)==1);%find(non_normal_non_soz==1); -all_feat_zscores3 = all_feat_zscores2; -all_feat_zscores3(eliminate_channels,:) = []; -new_labels = all_possible_labels; -new_labels(eliminate_channels,:) = []; - -all_feats = all_feat_zscores2; -all_labels = new_labels(:,4); -all_pred_1 = zeros(size(all_labels)); -all_pred_2 = zeros(size(all_labels)); -all_pred_3 = zeros(size(all_labels)); - -[part] = make_xval_partition(length(all_labels), 10); -for p = 1:10 - p - X_train = all_feats(find(part~=p),:); - Y_train = all_labels(find(part~=p)); - X_test = all_feats(find(part==p),:); - Y_test = all_labels(find(part==p)); - - Mdl1 = TreeBagger(100,X_train(:,1:10),Y_train,'Method',... - 'classification','PredictorSelection','curvature','OOBPredictorImportance','on'); - - Mdl2 = TreeBagger(100,X_train(:,11:20),Y_train,'Method',... - 'classification','PredictorSelection','curvature','OOBPredictorImportance','on'); - - Mdl3 = TreeBagger(100,X_train,Y_train,'Method',... - 'classification','PredictorSelection','curvature','OOBPredictorImportance','on'); - - [Yfit,pihat1] = predict(Mdl1,X_test(:,1:10)); - [Yfit,pihat2] = predict(Mdl2,X_test(:,11:20)); - [Yfit,pihat3] = predict(Mdl3,X_test); - - [~, Y_pred] = max(pihat1,[],2); - all_pred_1(find(part==p)) = pihat1(:,2); - all_pred_2(find(part==p)) = pihat2(:,2); - all_pred_3(find(part==p)) = pihat3(:,2); - - xfold_acc(p) = sum(Y_pred==Y_test)./length(Y_test); - - Y_pred = round(pihat1(:,2)); - - -end - - [X1,Y1,T,AUC1] = perfcurve(all_labels,all_pred_1,1) - - [X2,Y2,T,AUC2] = perfcurve(all_labels,all_pred_2,1) - - [X3,Y3,T,AUC3] = perfcurve(all_labels,all_pred_3,1) - - -% random forest feature importance -imp = Mdl3.OOBPermutedPredictorDeltaError; - -figure(1);clf; -bar(imp); -title('Curvature Test'); -ylabel('Predictor importance estimates'); -xticks([1:20]) - -figure(2);clf; -hold on -plot(X1,Y1,'LineWidth',2)%4 -plot(X2,Y2,'LineWidth',2)%7 -plot(X3,Y3,'LineWidth',2)%10 -legend(sprintf('Univariate - AUC: %f2',AUC1),sprintf('Bivariate - AUC: %f2',AUC2),sprintf('All - AUC: %f2',AUC3),'Location','SouthEast')%86/85/91 -xlabel('False positive rate') -ylabel('True positive rate') -title('All abnormal vs. normal channel classification') -%% render abnormalities -soz_ch_all = [zeros(1772,1);soz_ch]; -this_pt = 111; %114 res - 45/50 EIZ - 52/64, non-inv - 20,30 % 120 - res - 2., EIZ - 23./64, non-inv - 33/50. -this_pt_abn = all_pred_3(find(all_pts==this_pt)); -this_pt_soz = multi_class_all(find(all_pts==this_pt)); -this_pt_res = resect_ch_all(find(all_pts==this_pt)); -this_pt_coords = all_coords(find(all_pts==this_pt),:); -this_pt_eeg = all_wake_data(:,find(all_pts==this_pt)); -%this_pt_delta_coh_abn(isnan(this_pt_delta_coh_abn)) = 0; - -this_pt_zscores = all_feat_zscores(find(all_pts==this_pt),:); - -figure(1);clf; -hold on -for i = 1:10 - plot([1:12000],[this_pt_eeg(:,4*i)+i*175],'k-') -end -hold off - -%this_pt_soz(this_pt_soz==3) = 2; -%this_pt_soz(this_pt_res==1) = 3; - -% figure(1);clf; -% imagesc(all_feat_zscores(find(all_pts==this_pt),:)) -% colorbar -% caxis([0,5]) - -% figure(2);clf; -% subplot(1,3,1) -% imagesc(this_pt_zscores(2,:)') -% caxis([0,4]) -% colorbar -% subplot(1,3,2) -% imagesc(this_pt_zscores(23,:)') -% caxis([0,4]) -% colorbar -% subplot(1,3,3) -% imagesc(this_pt_zscores(50,:)') -% caxis([0,4]) -% colorbar -% -% figure(3); -% subplot(3,1,1) -% plot(this_pt_eeg(:,2)) -% subplot(3,1,2) -% plot(this_pt_eeg(:,23)) -% subplot(3,1,3) -% plot(this_pt_eeg(:,50)) -% - -figure(4);clf; -final_elec_matrix = [this_pt_coords,this_pt_abn,ones(size(this_pt_coords,1),1)]; -%final_elec_matrix = final_elec_matrix([2,23,50],:) -dlmwrite('render_elecs.node',final_elec_matrix,'delimiter',' ','precision',5) -BrainNet_MapCfg('BrainMesh_ICBM152_smoothed.nv','render_elecs.node','abnormality_render.mat') -delete render_elecs.node - - - -%% Examine correlations between z scores -[r,p] = corr(all_feat_zscores2) -figure(1);clf; -imagesc(r) -colorbar - -%% lesional vs non-lesional -EIZ = [zeros(1772,1);[spike_ind - spike_ind.*soz_ch]]; -all_labels = [all_pts,[EIZ+[zeros(1772,1);soz_ch]],EIZ,[zeros(1772,1);soz_ch],resect_ch_all,[ones(1772,1);HUP_outcome_all]]; - -%% get patient-level SOZ, RZ, spike indicators -all_normal_good = []; -all_normal_poor = []; -all_les_in_in = []; -all_nonles_in_in = []; -all_SOZ_in_in = []; -all_SOZ_in_out = []; -all_spike_in_in = []; -all_spike_in_out = []; - -b = 0; -ptile = 75; -for s = 107:166 - b = b+1 - a = s; - - pt_roi = pt_loc{s}; - res = resected_ch([patient_no==b]); - spike = spike_24h([patient_no==b]); - soz = soz_ch([patient_no==b]); - - roi_res = NaN*zeros(42,1); - -% for r = 1:42 -% this_roi = (r); -% roi_res(r) = mean(res(pt_roi==this_roi)); -% roi_soz(r) = mean(soz(pt_roi==this_roi)); -% roi_spike(r) = mean(spike(pt_roi==this_roi)); -% end -% -% HUP_scores(a).res = ceil(roi_res); -% HUP_scores(a).spike = (roi_spike>24); -% HUP_scores(a).soz = ceil(roi_soz); -% -% res_roi = [HUP_scores(a).res==1]; -% soz_roi = ([HUP_scores(a).soz==1]); -% spk_roi = ([HUP_scores(a).spike==1]); -% -% non_res_roi = ([HUP_scores(a).res==0]); -% non_soz_roi = ([HUP_scores(a).soz==0]); -% non_spk_roi = ([HUP_scores(a).spike==0]); -% - - % spared edges - all_normal = bivariate_native(feat).subj(a).data(find(~res),find(~res)); - HUP_normal(b,1) = nanmean(all_normal(:)); - - all_normal_good = [all_normal_good;prctile((all_normal(:)),ptile)]; - - % resected edges - %in_out_resect = bivariate_native(feat).subj(a).data(find(res),:); - in_in_resect = bivariate_native(feat).subj(a).data(find(res),find(~res)); - %HUP_resect(b,1) = nanmedian(in_out_resect(:)); % (in-out) - %HUP_resect(b,2) = nanmedian(in_in_resect(:)); % in-in - %HUP_resect(b,3) = nanmedian(test_HUP_scores(:)); % all - if lesion_field(b) - all_les_in_in = [all_les_in_in;prctile(in_in_resect(:),ptile)]; - else - all_nonles_in_in = [all_nonles_in_in;prctile(in_in_resect(:),ptile)]; - end - %all_RZ_in_out = [all_RZ_in_out;prctile((in_out_resect(:)),ptile)]; - - % soz edges (in-out) - in_out_soz = bivariate_native(feat).subj(a).data(find(soz),find(~soz)); - in_in_soz = bivariate_native(feat).subj(a).data(find(soz),find(soz)); - %HUP_soz(b,1) = nanmedian(in_out_soz(:)); % (in-out) - %HUP_soz(b,2) = nanmedian(in_in_soz(:)); % in-in - - all_SOZ_in_in = [all_SOZ_in_in;prctile(in_in_soz(:),ptile)]; - all_SOZ_in_out = [all_SOZ_in_out;prctile((in_out_soz(:)),ptile)]; - - % spike edges - try in_out_spike = bivariate_native(feat).subj(a).data(find(spike),find(~spike)); - all_spike_in_out = [all_spike_in_out;prctile((in_out_spike(:)),ptile)]; - catch anyerror - end - try in_in_spike = bivariate_native(feat).subj(a).data(find(spike),find(spike)); - all_spike_in_in = [all_spike_in_in;prctile(in_in_spike(:),ptile)]; - catch anyerror - end -% HUP_spike(a,1) = nanmedian(in_out_spike(:)); % (in-out) -% HUP_spike(a,2) = nanmedian(in_in_spike(:)); % in-in -% - - -% -end - -% -figure(1);clf; -hold on - -scatter(ones(length(all_normal_good),1),all_normal_good,'MarkerEdgeColor',color1,'MarkerFaceColor',color1,'jitter','on') -plot([0.75 1.25],[nanmedian(all_normal_good) nanmedian(all_normal_good)],'k-','LineWidth',2) -scatter(3*ones(length(all_SOZ_in_in),1),all_SOZ_in_in,'MarkerEdgeColor',color2,'MarkerFaceColor',color2,'jitter','on') -plot([2.75 3.25],[nanmedian(all_SOZ_in_in) nanmedian(all_SOZ_in_in)],'k-','LineWidth',2) -scatter(4*ones(length(all_SOZ_in_out),1),all_SOZ_in_out,'MarkerEdgeColor',color2,'MarkerFaceColor',color2,'jitter','on') -plot([3.75 4.25],[nanmedian(all_SOZ_in_out) nanmedian(all_SOZ_in_out)],'k-','LineWidth',2) -scatter(5*ones(length(all_spike_in_in),1),all_spike_in_in,'MarkerEdgeColor',color4,'MarkerFaceColor',color4,'jitter','on') -plot([4.75 5.25],[nanmedian(all_spike_in_in) nanmedian(all_spike_in_in)],'k-','LineWidth',2) -scatter(6*ones(length(all_spike_in_out),1),all_spike_in_out,'MarkerEdgeColor',color4,'MarkerFaceColor',color4,'jitter','on') -plot([5.75 6.25],[nanmedian(all_spike_in_out) nanmedian(all_spike_in_out)],'k-','LineWidth',2) -xlim([0.5, 6.5]) -ylim([0 6]) -hold off - -ranksum(all_normal_good,all_SOZ_in_in) -ranksum(all_normal_good,all_SOZ_in_out) -ranksum(all_normal_good,all_spike_in_in) -ranksum(all_normal_good,all_spike_in_out) - -ranksum(all_SOZ_in_in,all_SOZ_in_out) -ranksum(all_SOZ_in_in,all_spike_in_in) -ranksum(all_spike_in_in,all_spike_in_out) -ranksum(all_SOZ_in_out,all_spike_in_out) -%% boxplots baby - -num_good = sum([HUP_outcome==1]); -num_poor = sum([HUP_outcome>1]); - -good_out=HUP_normal(HUP_outcome==1); -poor_out=HUP_normal(HUP_outcome>1); - -good_in_out_soz=HUP_soz([HUP_outcome==1],1); -good_in_in_soz=HUP_soz([HUP_outcome==1],2); -poor_in_out_soz=HUP_soz([HUP_outcome>1],1); -poor_in_in_soz=HUP_soz([HUP_outcome>1],2); - -good_in_out_spike=HUP_spike([HUP_outcome==1],1); -good_in_in_spike=HUP_spike([HUP_outcome==1],2); -poor_in_out_spike=HUP_spike([HUP_outcome>1],1); -poor_in_in_spike=HUP_spike([HUP_outcome>1],2); - -all_plot_data = NaN*zeros(57,6); -all_plot_data(1:num_good,1) = good_in_in_soz; -all_plot_data(1:num_poor,2) = poor_in_in_soz; -all_plot_data(1:num_good,3) = good_in_out_soz; -all_plot_data(1:num_poor,4) = poor_in_out_soz; -all_plot_data(1:num_good,5) = good_out; -all_plot_data(1:num_poor,6) = poor_out; - -ranksum(good_in_in_soz,poor_in_in_soz) -ranksum(good_in_out_soz,poor_in_out_soz) -ranksum(good_out,poor_out) - -signrank(good_in_in_soz,good_in_out_soz) -signrank(good_in_out_soz,good_out) -signrank(good_in_in_soz,good_out) - -signrank(poor_in_in_soz,poor_in_out_soz) -signrank(poor_in_out_soz,poor_out) -signrank(poor_in_in_soz,poor_out) - -ranksum(good_in_in_spike,poor_in_in_spike) -ranksum(good_in_out_spike,poor_in_out_spike) -ranksum(good_out,poor_out) - -signrank(good_in_in_spike,good_in_out_spike) -signrank(good_in_out_spike,good_out) -signrank(good_in_in_spike,good_out) - -signrank(poor_in_in_spike,poor_in_out_spike) -signrank(poor_in_out_spike,poor_out) -signrank(poor_in_in_spike,poor_out) - -figure(1);clf; -boxplot(all_plot_data) -ylim([-2 2]) - -%% lesional vs non-lesional -r1 = HUP_soz((lesion_field==0),2); -r2 = HUP_soz(lesion_field,2); - -r3 = HUP_normal((lesion_field==0)); -r4 = HUP_normal(lesion_field); - -ranksum(r1,r2) - -figure(1);clf; -hold on -plot(ones(length(r1),1),r1,'ko') -plot(2*ones(length(r2),1),r2,'ko') -xlim([0.5 2.5]) -hold off - - diff 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