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process_well_data.asv
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process_well_data.asv
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function [ listSigCatalysis, methanolOrbufferListSigCatalysis ] = process_well_data(fileName, percentPositive, negativeThresh, wellnum)
%proess_well_data takes a file of fluorescent data and determines which
%catalysts are significantly increasing the rate of reaction on the basis
%of positive and negative controls
% percentPositive - the amount of product that must be produced accroding
% to fluorescence to indicate significant catalysis. This is a percent
% (i.e. at least fluroescence corresponding to 25 percent)
% negativeThresh - the mimimum percent catalysis needed relative to
% negative control (i.e. if negative control is 1 then if negativeThresh
% is 40% percent, fluorescent threshold is 1.4)
% fileName must be xls file (can be changed in inconvenient)
% wellnum specifies either the first well or the second
% Preprocess data
data = xlsread(fileName);
data = data(:,3:end);
data = mean(data);
data = reshape(data,12,8)';
if percentPositive == 5,
thresh = 1;
elseif percentPositive == 10,
thresh = 2;
elseif percentPositive == 25,
thresh = 3;
else
thresh = 4;
end
if wellnum == 1,
titles = {'Solvent 1','Solvent 2','Solvent 3','Solvent 4'};
elseif wellnum == 2;
titles = {'Solvent 5','Solvent 6','Solvent 7','Solvent 8'};
else
quit
end
hsolvents = figure('units','normalized','outerposition',[0 0 1 1]);
listSigCatalysis = [];
for i=1:2:7,
withcatalyst = data(:,i);
withoutcatalyst = data(:,i+1);
if i==1 || i==5,
positiveControl = data(i:i+3,11);
else
positiveControl = data(i-2:i+1,12); %i will be 3 and 7 for Solvent 2 and 4
end
cutoff = positiveControl(thresh); %thresh specifies 5,10,25, or 50 percent threshold for fluorescence
sigCatalysis = withcatalyst > withoutcatalyst * (1+negativeThresh/100) & withcatalyst > cutoff;
listSigCatalysis = [ listSigCatalysis , sigCatalysis ];
tograph(1:8,1) = withoutcatalyst';
tograph(1:8,2) = withcatalyst';
subplot(2,2,(i+1)/2)
x = 1:8;
h1 = bar(x,tograph);
l = {'.1 imid','.5 imid','1.0 imid','N/A','.1 Et3N','.1 H+sp.','.1 CSA','.1 AcOH'};
set(gca,'xticklabel',l);
hold on;
h2 = plot(x,ones(1,8)*positiveControl(1),'--',x,ones(1,8)*positiveControl(2),'--',x,ones(1,8)*positiveControl(3),'--',x,ones(1,8)*positiveControl(4),'--','LineWidth',4);
hold off;
% width1 = 0.5;
% hBars = bar(withoutcatalyst,width1,'b');
% set(hBars(1),'BaseValue',cutoff);
% hBaseline = get(hBars(1),'BaseLine');
% set(hBaseline,'LineStyle',':','Color','red','LineWidth',2);
% hold on;
% hBars = bar(withcatalyst,width1/2,'r');
% set(hBars(1),'BaseValue',cutoff);
% hBaseline = get(hBars(1),'BaseLine');
% set(hBaseline,'LineStyle',':','Color','red','LineWidth',2);
% l = {'.1 imid','.5 imid','1.0 imid','N/A','.1 Et3N','.1 H+sp.','.1 CSA','.1 AcOH'};
% set(gca,'xticklabel',l);
% legend('W/o catalyst','With catalyst');
% hold off;
title(titles{(i+1)/2});
end
leg = legend([h1';h2],'W/o catalyst','With catalyst', '5','10','25','50','Location','NorthEastOutside');
set(leg, 'FontSize',7);
set(leg,'units','pixels');
set(leg,'position',[730 363 150 98])
%Process buffers or methanol
if wellnum == 1,
%process buffers
methanolOrbufferListSigCatalysis = [];
figure;
%Buffer can only have threshold of 10 or 25% so adjust default to
%10%
if thresh ~= 2 && thresh ~= 3,
thresh == 2;
end
titles = {'Buffer A','Buffer B','Buffer C','Buffer D'};
for i=1:2:7,
withcatalyst = data(i,9);
withoutcatalyst = data(i+1,9);
positiveControl = data(i:i+1,10);
cutoff = positiveControl(1);
sigCatalysis = withcatalyst > withoutcatalyst*(1+negativeThresh/100) & withcatalyst > cutoff;
methanolOrbufferListSigCatalysis = [methanolOrbufferListSigCatalysis, sigCatalysis];
% width1 = 0.5;
% hBars = bar(1,withoutcatalyst,width1,'b');
% set(hBars(1),'BaseValue',cutoff);
% hBaseline = get(hBars(1),'BaseLine');
% set(hBaseline,'LineStyle',':','Color','red','LineWidth',2);
% hold on
% hBars = bar(1,withcatalyst,width1/2,'r');
% set(hBars(1),'BaseValue',cutoff);
% hBaseline = get(hBars(1),'BaseLine');
% set(hBaseline,'LineStyle',':','Color','red','LineWidth',2);
% hold off
end
x = 1:4;
bar(x,[woC', wC']);
hold on;
plot(x,ones(4)*positiveControl(1),'--',x,ones(4)*positiveControl(2),'--','LineWidth',4);
title(titles{(i+1)/2});
legend('W/o catalyst','With catalyst');
elseif wellnum == 2,
%process methanol
rv = [1:4,7:8];
withcatalyst = data(rv,9);
withoutcatalyst = data(rv,10);
positiveControl = [data(5,9:10),data(6,9:10)];
cutoff = positiveControl(thresh);
methanolOrbufferListSigCatalysis = withcatalyst > withoutcatalyst*(1+negativeThresh/100) & withcatalyst > cutoff;
figure;
x = 1:6;
bar(x,[withoutcatalyst , withcatalyst]);
hold on;
plot(x,ones(size(x,2))*positiveControl(1),'--',x,ones(size(x,2))*positiveControl(2),'--',x,ones(size(x,2))*positiveControl(3),'--',x,ones(size(x,2))*positiveControl(4),'--','LineWidth',4);
l = {'.1 imid','.5 imid','1.0 imid','N/A','.1 CSA','.1 AcOH'};
set(gca,'xticklabel',l);
title('Methanol Analysis');
legend('W/o catalyst','With catalyst');
else
quit
end
end