Oncoprint Chart

OncoPrint is a way to visualize multiple genomic alteration events by heatmap. ... Besides the default style which is provided by cBioPortal, there are additional barplots at both sides of the heatmap which show numbers of different alterations for each sample and for each gene.


Example Color Themes

Example Fonts



Show Code

Tools

<!-- Include the CanvasXpress library in your HTML file -->
<link rel="stylesheet" href="https://www.canvasxpress.org/dist/canvasXpress.css" type="text/css"/>
<script src="https://www.canvasxpress.org/canvasXpress.min.js"></script>


<!-- Create a canvas element for the chart with the desired dimensions -->
<div>
  <canvas id="canvasId" width="600" height="600"</canvas>
</div>


<!-- Create a script to initialize the chart -->
<script>

  <!-- Create the data for the graph -->
  var data = {
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      "Neoplasm Disease Lymph Node Stage American Joint Committee on Cancer Code" :  ["N0","N0","N0","N0","N0","N2","N0","N1","N0","N1","N1","N1","N0","N1","N0","N0","N0","N0","N0","N0","N0","N1","N0","N1","N0","N0","N0","N2","N0","N0","N0","N0","N0","N2","N0","N2","N0","N0","N1","N0","N0","N0","N0","N0","N0","N0","N0","N0","N0","N0","N0","N0","N2","N0","N0","N2","N0","N0","N0","N0","N2","N2","N1","N0","N0","N0","N1","N0","N0","N0","N1","N0","N0","N1","N0","N2","N0","N0","N0","N0","N2","N1","N0","N0","N0","N2","N0","N1","N2","N2","N0","N0","N0","N1","N0","N0","N0","N0","N1","N0","N1","N0","N0","N0","N0","N0","N1","N0","N1","N1","N0","N1","N1","N0","N0","N0","N0","N0","N1","N0","N1","N0","N1","N0","N1","N0","N0","N0","N0","N0","N1","N0","N1","N0","N1","N0","N1","N0","N0","N0","N1","N1","N2","N0","N0","N0","N0","N2","N0","N0","N2","N3","N1","N0","N1","N0","N0","N3","N0","N0","N0","N3","N0","N0","N0","N0","N3","N3","N1","N1","N2","N1","N0","N1","N0","N0","N1","NX"],
      "Neoplasm Disease Stage American Joint Committee on Cancer Code" :  ["Stage IA","Stage IB","Stage IB","Stage IA","Stage IIB","Stage IIIA","Stage IB","Stage IV","Stage IB","Stage IIB","Stage IV","Stage IIB","Stage IB","Stage IIB","Stage IB","Stage IA","Stage IIB","Stage IB","Stage IIIA","Stage IB","Stage IB","Stage IIB","Stage IB","Stage IIB","Stage IB","Stage IB","Stage IB","Stage IIIA","Stage IB","Stage IA","Stage IB","Stage IB","Stage IB","Stage IIIA","Stage IIA","Stage IIIA","Stage IB","Stage IIIA","Stage IIA","Stage IB","Stage IA","Stage IB","Stage IB","","Stage IB","Stage IA","Stage IB","Stage IA","Stage IB","Stage IA","Stage IA","Stage IA","Stage IIIA","Stage IB","Stage IB","Stage IIIA","Stage IB","Stage IB","Stage IA","Stage IA","Stage IIIA","Stage IIIA","Stage IIB","Stage IA","Stage IB","Stage IA","Stage IIA","Stage IA","Stage IIB","Stage IIIA","Stage IIB","Stage IB","Stage IA","Stage IIB","Stage IB","Stage IIIA","Stage IB","Stage IIIA","Stage IB","Stage IA","Stage IIIA","Stage IIA","Stage IB","Stage IB","Stage IB","Stage IIIA","Stage IB","Stage IIIA","Stage IIIA","Stage IIIA","Stage IA","Stage IA","Stage IB","Stage IIA","Stage IIA","Stage IA","Stage IB","Stage IB","Stage IIA","Stage IB","Stage IIB","Stage IB","Stage IB","Stage IA","Stage IA","Stage IA","Stage IIIA","","Stage IIB","Stage IIB","Stage IB","Stage IIIB","Stage IIB","Stage IB","Stage IA","Stage IA","Stage IB","Stage IIA","Stage IIB","Stage IB","Stage IIB","Stage IB","Stage IIA","Stage IB","Stage IIB","Stage IB","Stage IA","Stage IB","Stage IB","Stage IB","Stage IIB","Stage IB","Stage IIIA","Stage IB","Stage IIA","Stage IB","Stage IIB","Stage IIA","Stage IB","Stage IB","Stage IV","Stage IIB","Stage IIIA","Stage IB","Stage IIIB","Stage IA","Stage IB","Stage IIIA","Stage IB","Stage IB","Stage IIIA","Stage IIIB","Stage IIB","Stage IB","Stage IIB","Stage IB","Stage IB","Stage IIIB","Stage IB","Stage IB","Stage IIB","Stage IIIB","Stage IB","Stage IA","Stage IA","Stage IB","Stage IIIB","Stage IIIB","Stage IIB","Stage IIIB","Stage IIIB","Stage IIIB","Stage IIIB","Stage IIIA","Stage IIA","Stage IIB","Stage IIA","Stage IB"],
      "American Joint Committee on Cancer Publication Version Type" :  ["","","","6th","","","","","","","","","","","","","","","","","","","","","","6th","6th","","","","","","","","7th","","","","","","","6th","","","","","","","","","","","","5th","5th","6th","6th","4th","5th","5th","6th","6th","","","","6th","6th","6th","6th","7th","6th","","","7th","7th","7th","7th","7th","7th","7th","7th","6th","7th","","7th","7th","7th","","","","6th","6th","6th","6th","","6th","6th","7th","7th","7th","7th","7th","6th","","","","","","","","6th","","","","7th","7th","7th","7th","","","","6th","6th","","","","6th","","","","","","","","","6th","6th","6th","5th","5th","5th","5th","6th","5th","6th","6th","5th","5th","6th","6th","6th","6th","6th","6th","6th","6th","6th","6th","6th","6th","5th","6th","6th","5th","6th","6th","6th","6th","6th","6th","6th","6th","5th","6th","6th","7th","7th","7th"],
      "American Joint Committee on Cancer Tumor Stage Code" :  ["T1","T2","T2","T1","T3","T2","T2","T4","T2","T2","T2","T2","T2","T2","T2","T1","T3","T2","T3","T2","T2","T2","T2","T2","T2","T2","T2","T2","T2","T1","T2","T2","T2","T3","T2b","T3","T2a","T4","T2a","T2a","T1b","T2","T2a","T3","T2a","T1","T2a","T1b","T2a","T1a","T1b","T1a","T2a","T2","T2","T2","T2","T2","T1","T1","T2","T2","T2","T1","T2","T1","T1","T1","T3","T4","T2","T2","T1","T2","T2","T3","T2","T4","T2a","T1b","T2","T2a","T2a","T2a","T2a","T2a","T2a","T4","T1b","T2a","T1a","T1b","T2","T1b","T2b","T1","T2a","T2","T1b","T2","T2b","T2a","T2","T1","T1","T1a","T3","T4","T2b","T2a","T2","T4","T2a","T2","T1b","T1b","T2a","T2b","T2","T2","T2","T2","T1","T2","T2","T2","T1","T1","T2","T2","T2","T2","T3","T2","T2","T2","T2","T2","T2","T2","T2","T2","T2","T2","T4","T1","T2","T2","T2","T2","T2","T2","T2","T2","T2","T2","T2","T2","T2","T2","T3","T2","T2","T1","T1","T2","T1","T2","T2","T4","T4","T4","T4","T3","T3","T3","T1b","T2a"],
      "ALK Translocation Status" :  ["","","","","","","","","","","","","","","","","","","","","","","","","","","","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","","","","","","","","","","","","","","YES","NO","NO","","","YES","NO","NO","NO","NO","NO","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","","","","","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","NO","",""],
      "Cancer Type" :  ["Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell 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Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung Cancer","Non-Small Cell Lung 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      "Cancer Type Detailed" :  ["Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous 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      "Carbon monoxide diffusion dlco" :  ["","","","","","","","","","","","","","","","","","","","","","","","","",69,71,"","","","","","","","","","","","","","","","","","","","","","","","","","",27,11,20,"",23,25,29,37,"","","","","","","","","","","","","","","","","","","","",98,96,"","",81,79,"","","",58,39,71,79,"","",81,50,61,40,"",59,101,"","","","","","","","","","","","","","","","","","","",61,"","","",134,"","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",""],
      "Disease Free (Months)" :  [11.73,"",58.9,75.26,"",117.48,8.97,"","",30.88,"",92.35,86.89,"","",154.2,49.9,"",119.45,32.62,51.74,21.16,8.44,"","",41.66,26.84,3.38,"","","","","",14.55,"",19.19,"",17.25,10.05,"","",7.52,29.63,54.37,"",16.79,"",58.44,"",27.6,23.98,"","","",133.64,"",79.47,"",96.02,"",5.55,"","","","","",81.18,74.61,3.71,50.26,50.62,"",8.05,39.29,"",4.01,0.43,7.82,6.8,0.39,3.38,126.48,12.42,61.6,47.57,82.46,101.22,"",16.13,"","",68.33,71.12,55.52,"","",18.13,33.08,15.44,22.96,24.87,21.45,5.06,13.3,12.16,13.01,"",4.43,10.64,13.9,"","",29.93,"",12.42,18.23,21.88,"",3.75,19.02,80.39,49.44,66.49,41.39,"",47.08,"",42.61,3.19,32.29,27.96,35.87,23.55,26.81,"","","",52.63,"",43.07,21.06,0.99,2,0.92,0.99,29.96,20.99,25.03,0.99,2,1.02,2,2,23,18.99,"",2,18.99,"",3.98,9.99,24.93,1.97,25.95,39.98,22.96,"","",29.99,"",54.04,4.01,49.01,9.63,10.25,"",41.36,40.21],
      "Disease Free Status" :  ["Recurred/Progressed","","Recurred/Progressed","Recurred/Progressed","","DiseaseFree","Recurred/Progressed","","","Recurred/Progressed","","DiseaseFree","DiseaseFree","","","DiseaseFree","DiseaseFree","","DiseaseFree","Recurred/Progressed","Recurred/Progressed","Recurred/Progressed","Recurred/Progressed","","","DiseaseFree","Recurred/Progressed","Recurred/Progressed","","","","","","Recurred/Progressed","","Recurred/Progressed","","Recurred/Progressed","Recurred/Progressed","","","Recurred/Progressed","Recurred/Progressed","Recurred/Progressed","","Recurred/Progressed","","Recurred/Progressed","","Recurred/Progressed","Recurred/Progressed","","","","DiseaseFree","","DiseaseFree","","Recurred/Progressed","","Recurred/Progressed","","","","","","DiseaseFree","DiseaseFree","Recurred/Progressed","Recurred/Progressed","DiseaseFree","","Recurred/Progressed","DiseaseFree","","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","Recurred/Progressed","Recurred/Progressed","Recurred/Progressed","DiseaseFree","Recurred/Progressed","","Recurred/Progressed","","","DiseaseFree","DiseaseFree","DiseaseFree","","","Recurred/Progressed","DiseaseFree","Recurred/Progressed","DiseaseFree","DiseaseFree","DiseaseFree","Recurred/Progressed","DiseaseFree","DiseaseFree","DiseaseFree","","DiseaseFree","DiseaseFree","DiseaseFree","","","DiseaseFree","","DiseaseFree","DiseaseFree","DiseaseFree","","Recurred/Progressed","Recurred/Progressed","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","","Recurred/Progressed","","DiseaseFree","DiseaseFree","DiseaseFree","Recurred/Progressed","DiseaseFree","DiseaseFree","DiseaseFree","","","","DiseaseFree","","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","Recurred/Progressed","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","","DiseaseFree","DiseaseFree","","DiseaseFree","Recurred/Progressed","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","DiseaseFree","","","DiseaseFree","","DiseaseFree","DiseaseFree","DiseaseFree","Recurred/Progressed","Recurred/Progressed","","DiseaseFree","DiseaseFree"],
      "Performance Status" :  ["","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",1,"","",0,3,"",1,"","","","","","","","",1,"","",1,2,2,2,1,1,1,1,"","","","","","","","","","","","","","","","",2,1,"",1,"","","","","","","","","","","","","","",0,0,"",1,1,0,"","","","","","","",1,3,"","","","","","","","","","","","","","","","",0,"","","","","","",0,"","","",1,"","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",""],
      "Ethnicity Category" :  ["NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","","","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","NOT HISPANIC OR LATINO","","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","","","","","","","","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","","","NOT HISPANIC OR LATINO","","","","","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","HISPANIC OR LATINO","","","NOT HISPANIC OR LATINO","","NOT HISPANIC OR LATINO","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","NOT HISPANIC OR LATINO","","HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO","NOT HISPANIC OR LATINO"],
      "Fev1 fvc ratio postbroncholiator" :  ["","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",76,63,"","","",37,"",69,"","","","","","","","","","","","","","","","","","","","",73,72,"","",96,82,"","","",89,67,49,56,"",60,60,97,89,77,"",96,121,"","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",""],
      "Fev1 fvc ratio prebroncholiator" :  ["","","","","","","","","","","","","","","","","","","","","","","","","",74,76,"","","","","","","","","","","","","","","","","","","","","","","","","","",78,63,3,"",77,"",73,70,"","","","","","","","","","","","","","","","","","","","",73,76,"","",91,78,"","","",85,63,53,61,"",63,60,95,84,78,"",99,117,"","","","","","","","","","","","","","","","","","","",67,"","","",61,"","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",""],
      "Fev1 percent ref postbroncholiator" :  ["","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",3,1,"","","","","",2,"","","","","","","","","","","","","","","","","","","","",75,62,"","",87,63,"","","",79,71,62,60,"",45,50,77,83,50,"",93,109,"","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",""],
      "Fev1 percent ref prebroncholiator" :  ["","","","","","","","","","","","","","","","","","","","","","","","","",80,76,"","","","","","","","","","","","","","","","","","","","","","","","","","",3,1,2,62,4,1,3,2,"","","","","","","","","","","","","","","","","","","","",77,57,"","",88,55,"","","",76,68,61,56,"",42,36,78,74,45,76,97,104,"","","","","","","","","","","","","","","","","","","",61,"","","",86,"","","","","","","","",60,60,"","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",""],
      "Form completion date" :  ["3/9/11","3/9/11","3/9/11","3/17/11","4/4/11","3/17/11","3/25/11","3/25/11","3/25/11","3/25/11","3/25/11","3/25/11","4/4/11","4/4/11","4/4/11","4/4/11","4/27/11","4/27/11","2/24/10","2/23/10","3/3/10","3/3/10","3/4/10","2/23/10","5/2/11","5/2/11","5/2/11","5/3/11","2/12/10","2/12/10","2/15/10","2/15/10","2/15/10","1/4/11","8/5/11","1/5/11","11/30/10","2/10/11","2/10/11","2/10/11","2/10/11","5/5/11","4/29/11","4/29/11","5/4/11","5/2/11","5/5/11","5/6/11","5/6/11","5/10/11","5/11/11","5/11/11","5/11/11","2/3/11","2/3/11","2/3/11","2/3/11","2/3/11","2/3/11","2/3/11","2/3/11","9/23/11","8/9/10","9/13/10","8/26/10","8/26/11","8/26/11","3/8/11","8/26/11","8/26/11","2/10/11","2/10/11","8/26/11","8/26/11","8/26/11","12/17/10","12/17/10","12/16/10","12/16/10","12/17/10","5/20/11","12/4/10","6/20/11","12/4/10","9/19/11","10/6/11","9/19/11","12/4/10","12/4/10","12/4/10","12/6/10","12/6/10","12/6/10","12/6/10","12/6/10","10/18/10","10/11/10","10/11/10","4/14/11","8/24/11","8/24/11","8/24/11","8/26/11","12/1/10","12/1/10","12/1/10","12/1/10","12/1/10","6/1/11","6/1/11","12/7/10","12/7/10","12/7/10","2/3/10","9/16/10","7/12/10","7/22/11","7/19/11","7/26/10","7/16/10","7/16/10","8/2/11","7/16/10","7/16/10","7/16/10","7/19/10","5/9/11","7/19/10","7/19/10","7/20/10","7/20/10","7/20/10","7/20/10","4/13/11","7/20/10","4/4/11","4/6/11","8/11/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","3/7/11","8/9/11","8/9/11","6/21/11","8/31/11","8/23/11"],
      "Fraction Genome Altered" :  [0.2702,0.2552,0.2738,0.2572,0.5446,0.5275,0.6524,0.3907,0.6074,0.6754,0.4697,0.3291,0.4823,0.6112,0.2173,0.2381,0.5567,0.1299,0.4323,0.2736,0.0804,0.1839,0.0205,0.6962,0.3733,0.0395,0.7311,0.4027,0.3465,0.194,0.0184,0.4887,0.2312,0.5458,0.52,0.6031,0.6777,0.4094,0.456,0.385,0.439,0.4238,0.2486,0.617,0.3815,0.704,0.4435,0.3182,0.3978,0.3931,0.2937,0.4358,0.354,0.4665,0.485,0.627,0.3885,0.2164,0.2933,0.3031,0.4821,0.4436,0.8344,0.673,0.0612,0.691,0.1499,0.0002,0.2159,0.2422,0.6309,0.0986,0.4569,0.5559,0.4438,0.297,0.342,0.5885,0.6925,0.7338,0.6739,0.6401,0.286,0.2476,0.0215,0.1328,0.4995,0.0701,0.3887,0.0782,0.4247,0.394,0.4163,0.4418,0.0331,0.4834,0.6657,0.5638,0.3073,0.6758,0.0402,0.4276,0.0423,0.3617,0.0588,0.0805,0.6107,0.4243,0.5295,0.4194,0.3895,0.3449,0.5713,0.6922,0.2066,0.3753,0.3498,0.1258,0.3627,0.3205,0.6958,0.0427,0.368,0.6256,0.2869,0.4712,0.0545,0.8519,0.0634,0.334,0.5892,0.5274,0.3257,0.0877,0.6693,0.7388,0.5194,0.2614,0.3638,0.0471,0.403,0.1361,0.5903,0.3397,0.5389,0.4916,0.7396,0.498,0.7082,0.3137,0.6367,0.3278,0.2459,0.3199,0.3567,0.4252,0.3801,0.3033,0.3673,0.5878,0.3826,0.3125,0.6464,0.404,0.5107,0.2566,0.4025,0.4306,0.7393,0.8301,0.382,0.4341,0.5956,0.1633,0.7224,0.1427,0.3285,0.4219],
      "Neoplasm Histologic Type Name" :  ["Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma","Lung Squamous Cell Carcinoma"],
      "Neoadjuvant Therapy Type Administered Prior To Resection Text" :  ["No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","Yes","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","Yes","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No"],
      "Prior Cancer Diagnosis Occurence" :  ["Yes","Yes","No","Yes","Yes","No","No","No","No","Yes","No","No","No","Yes","No","No","No","Yes","Yes","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","Yes","Yes","No","No","No","No","No","No","No","No","No","No","Yes","Yes","No","No","No","No","No","No","Yes","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","Yes","Yes","No","No","Yes","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","Yes","Yes","No","Yes","No","No","Yes","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No","No"],
      "ICD-10 Classification" :  ["C34.1","C34.1","C34.3","C34.1","C34.3","C34.1","C34.3","C34.3","C34.1","C34.1","C34.9","C34.3","C34.3","C34.3","C34.3","C34.3","C34.1","C34.3","C34.1","C34.1","C34.3","C34.1","C34.3","C34.3","C34.3","C34.1","C34.1","C34.1","C34.9","C34.9","C34.9","C34.9","C34.9","C34.3","C34.3","C34.3","C34.8","C34.1","C34.1","C34.3","C34.1","C34.3","C34.3","C34.3","C34.1","C34.3","C34.3","C34.1","C34.1","C34.1","C34.1","C34.3","C34.1","C34.3","C34.9","C34.1","C34.1","C34.1","C34.3","C34.3","C34.3","C34.1","C34.9","C34.3","C34.1","C34.1","C34.1","C34.1","C34.1","C34.1","C34.1","C34.3","C34.3","C34.3","C34.1","C34.1","C34.1","C34.9","C34.3","C34.1","C34.1","C34.3","C34.1","C34.1","C34.1","C34.9","C34.3","C34.1","C34.3","C34.3","C34.1","C34.3","C34.1","C34.3","C34.1","C34.1","C34.3","C34.1","C34.1","C34.3","C34.3","C34.1","C34.1","C34.1","C34.3","C34.3","C34.1","C34.1","C34.3","C34.3","C34.1","C34.1","C34.1","C34.3","C34.1","C34.1","C34.1","C34.1","C34.3","C34.1","C34.3","C34.1","C34.1","C34.9","C34.1","C34.3","C34.1","C34.9","C34.3","C34.1","C34.1","C34.9","C34.9","C34.1","C34.2","C34.1","C34.9","C34.1","C34.3","C34.3","C34.1","C34.3","C34.1","C34.1","C34.1","C34.1","C34.1","C34.3","C34.1","C34.3","C34.1","C34.3","C34.3","C34.3","C34.1","C34.3","C34.2","C34.3","C34.1","C34.1","C34.1","C34.3","C34.1","C34.1","C34.1","C34.3","C34.3","C34.3","C34.3","C34.2","C34.1","C34.1","C34.1","C34.1","C34.1","C34.1","C34.1","C34.1"],
      "International Classification of Diseases for Oncology, Third Edition ICD-O-3 Histology Code" :  ["8070/3","8070/3","8070/3","8083/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8083/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8083/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8083/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8083/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8070/3","8052/3","8070/3","8070/3","8070/3"],
      "International Classification of Diseases for Oncology, Third Edition ICD-O-3 Site Code" :  ["C34.1","C34.1","C34.3","C34.1","C34.3","C34.1","C34.3","C34.3","C34.1","C34.1","C34.9","C34.3","C34.3","C34.3","C34.3","C34.3","C34.1","C34.3","C34.1","C34.1","C34.3","C34.1","C34.3","C34.3","C34.3","C34.1","C34.1","C34.1","C34.9","C34.9","C34.9","C34.9","C34.9","C34.3","C34.3","C34.3","C34.8","C34.1","C34.1","C34.3","C34.1","C34.3","C34.3","C34.3","C34.1","C34.3","C34.3","C34.1","C34.1","C34.1","C34.1","C34.3","C34.1","C34.3","C34.9","C34.1","C34.1","C34.1","C34.3","C34.3","C34.3","C34.1","C34.9","C34.3","C34.1","C34.1","C34.1","C34.1","C34.1","C34.1","C34.1","C34.3","C34.3","C34.3","C34.1","C34.1","C34.1","C34.9","C34.3","C34.1","C34.1","C34.3","C34.1","C34.1","C34.1","C34.9","C34.3","C34.1","C34.3","C34.3","C34.1","C34.3","C34.1","C34.3","C34.1","C34.1","C34.3","C34.1","C34.1","C34.3","C34.3","C34.1","C34.1","C34.1","C34.3","C34.3","C34.1","C34.1","C34.3","C34.3","C34.1","C34.1","C34.1","C34.3","C34.1","C34.1","C34.1","C34.1","C34.3","C34.1","C34.3","C34.1","C34.1","C34.9","C34.1","C34.3","C34.1","C34.9","C34.3","C34.1","C34.1","C34.9","C34.9","C34.1","C34.2","C34.1","C34.9","C34.1","C34.3","C34.3","C34.1","C34.3","C34.1","C34.1","C34.1","C34.1","C34.1","C34.3","C34.1","C34.3","C34.1","C34.3","C34.3","C34.3","C34.1","C34.3","C34.2","C34.3","C34.1","C34.1","C34.1","C34.3","C34.1","C34.1","C34.1","C34.3","C34.3","C34.3","C34.3","C34.2","C34.1","C34.1","C34.1","C34.1","C34.1","C34.1","C34.1","C34.1"],
      "Informed consent verified" :  ["YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES"],
      "Year Cancer Initial Diagnosis" :  [2003,2003,2004,2004,2004,2005,2005,2005,2006,2006,2006,2007,2007,2005,2009,2002,2010,2008,2000,2001,2005,2006,2006,1996,2004,2008,2009,2009,2000,2001,2001,2001,2001,2001,2002,2002,2002,2003,2003,2003,2004,2005,2005,2005,2005,2004,2004,2002,2005,2001,2003,2003,2003,2001,2001,2002,2007,1996,2000,1999,2007,2008,2004,2000,1999,2006,2006,2007,2007,2010,2009,2009,2009,2010,2010,2006,2006,2010,2010,2010,2010,2003,2004,2004,2005,2005,2006,2006,2006,2006,2007,2007,2007,2007,2008,2009,2009,2009,2010,2010,2010,2011,2006,2009,2009,2009,2010,2009,2010,2010,2009,2009,2009,2007,2010,2010,2010,2011,1993,2003,2004,2004,2005,2007,2006,2006,2008,2007,2007,2008,2008,2008,2008,2009,2009,2007,2008,2008,2004,2005,2006,2006,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2007,2004,2008,2008,2008,2004,2008,2008,2008,2008,2008,2006,2008,2004,2010,2010,2010,2011,2011],
      "Is FFPE" :  ["NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO"],
      "Karnofsky Performance Score" :  [0,0,"","",0,"","",0,"","","","","","","","","","","","","","","","",0,"","",0,"","","","","",0,0,0,0,0,0,"",0,"",0,0,0,0,0,0,0,0,0,0,0,"","","","","","","","","","","","","","",90,"","","","","","","","","",50,80,"",90,"","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",0,"","","","","",0,"",100,"","","","","","",90,0,"","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",20,40,"","",""],
      "Kras gene analysis indicator" :  ["","","","","","","","","","","","","","","","","","","","","","","","","","","","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","NO","","","","","","","","","","","NO","","","NO","NO","","","","NO","NO","NO","NO","NO","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","NO","NO","NO"],
      "KRAS Mutation" :  ["","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","NO","","","","","","","","","","","","NO","","","","NO","","NO","","","","","NO","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","",""],
      "Location lung parenchyma" :  ["","","","","Peripheral Lung","","Central Lung","","","","","","","","","","","","","","","","","","","Central Lung","Central Lung","","","","","","","Peripheral Lung","Central Lung","","Central Lung","","Central Lung","Peripheral Lung","","","","","","","Peripheral Lung","Central Lung","","","","","","","","","","","","","","","","Central Lung","","","","Central Lung","","","Central Lung","","","","","Central Lung","Central Lung","Peripheral Lung","Peripheral Lung","Peripheral Lung","Peripheral Lung","Central Lung","Peripheral Lung","Central Lung","Peripheral Lung","Central Lung","Peripheral Lung","Central Lung","Central Lung","Peripheral Lung","Peripheral Lung","Central Lung","Peripheral Lung","Central Lung","Central Lung","","","","","","","","","Central Lung","Central Lung","Central Lung","Central Lung","Central Lung","Central Lung","Central Lung","Central Lung","Central Lung","Central Lung","","","","","","","Peripheral Lung","Central Lung","Peripheral Lung","Peripheral Lung","Peripheral Lung","Central Lung","","","Central Lung","Central Lung","Central Lung","Central Lung","Peripheral Lung","","Central Lung","Central Lung","","Central Lung","Central Lung","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","Central Lung","Peripheral Lung","Central Lung"],
      "Longest Dimension" :  [0.8,0.5,0.5,0.9,0.5,0.6,0.6,0.7,0.8,0.5,0.8,0.9,1,0.5,0.8,1,1.1,0.8,1.2,1.2,1,0.9,2,2.2,1.3,1,1,1.1,0.6,0.8,1,0.6,1,1.1,0.8,1,1.1,0.7,1.5,1.1,1.1,0.9,1.2,1.1,1,1.4,1.1,1.5,1.2,1.2,1.6,0.8,1.8,2,1.5,0.9,1.7,1.5,1.1,1,1.5,2,1.8,1.1,1.9,1.5,1.5,1.5,2.1,1.1,1.2,1.5,1,1,1.5,0.5,1,1.8,1,1.3,1.2,1.3,1.8,1.8,1.4,1.7,1.8,1.9,2,2,1.9,1.8,1.5,1.3,2,0.8,0.9,1.3,1.3,1.6,1,2,1,0.8,0.8,0.8,0.7,0.9,1,1,0.8,1.3,1,0.9,0.6,0.8,1,0.9,1.7,1.5,1.4,2,1.5,1.3,0.9,0.9,0.5,1.2,1.2,1.2,0.6,1.2,1.5,1.2,1,1.1,1.2,1,1,1,1.2,0.6,0.7,0.6,1.2,1,1,1,1.5,1.3,2,0.8,1.1,1.3,0.9,1.2,1,0.6,1.2,1,3.3,1,1.4,0.9,1.4,0.9,1.5,1,1,0.9,1.2,1,2,2.2,1.5,2.1,2.4,2.6],
      "Mutation Count" :  [228,129,86,2459,240,320,151,309,156,373,254,332,344,272,139,138,260,203,431,163,264,180,73,161,333,191,332,353,103,199,92,237,293,203,160,286,312,177,227,82,541,210,316,666,89,144,155,137,142,182,204,311,197,348,251,167,186,1091,166,455,294,380,215,445,128,545,155,161,189,199,141,3,247,332,179,312,379,239,245,287,660,292,160,120,252,179,288,169,129,242,543,133,259,204,148,266,133,250,535,275,148,189,164,283,2,175,288,717,170,181,325,253,172,181,92,125,259,275,1038,107,171,158,179,94,75,216,142,164,357,66,275,239,275,138,237,262,251,300,193,254,190,220,262,177,435,214,278,381,349,84,319,282,216,184,213,488,159,116,105,129,283,210,1030,210,460,174,292,281,140,263,138,306,192,251,100,49,386,699],
      "Mutation Status" :  ["","","","","","","","","","","","","","","","","","","","","","","","","","","","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","","","","","","","","","","YES","YES","NO","YES","YES","NO","","","","YES","NO","NO","NO","NO","NO","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","","","","","","NO","NO","NO","NO","YES","NO","NO","NO","NO","NO","","","","","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","NO","",""],
      "Oncotree Code" :  ["LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC","LUSC"],
      "Overall Survival (Months)" :  [12.19,4.47,75.69,123.09,4.8,117.48,11.33,23.52,92.08,31.96,36.04,92.35,86.89,6.18,2.79,154.2,49.9,27.17,119.45,46.85,60.84,34.76,15.57,9.33,31.6,41.66,33.9,10.81,7.33,4.3,1.74,14.09,27,20.47,35.05,24.11,38.14,34.72,13.11,19.28,11.76,60.61,64.88,63.5,14.62,44.22,0.79,71.29,11.73,30.09,62.81,56.27,16.62,128.91,133.64,97.86,79.47,173.69,103.45,151.15,14.06,19.74,2.63,61.56,32.85,65.18,81.18,74.61,9.07,60.25,50.62,16.92,44.71,39.29,4.96,4.01,0.43,7.82,6.8,0.39,3.38,126.48,111.27,68.53,55.16,82.46,102.1,1.71,24.31,1.94,60.48,68.33,71.12,55.52,17.87,22.47,39.09,33.08,18.36,22.96,24.87,21.45,5.45,13.3,12.16,13.01,9.82,4.43,10.64,13.9,0.39,0.39,29.93,28.94,12.42,18.23,21.88,"",10.22,21.91,80.39,49.44,66.49,41.39,9,56.87,35.32,42.61,3.19,32.29,29.83,35.87,23.55,26.81,11.76,"","",52.63,16.95,43.07,21.06,0.99,2,0.92,0.99,43.96,20.99,25.03,0.99,2,1.02,2,2,23,18.99,3.02,2,18.99,12.02,3.98,11.99,24.93,1.97,25.95,39.98,22.96,4.04,5.03,29.99,10.05,54.04,4.01,49.01,12.06,12.32,9.66,41.36,40.21],
      "Overall Survival Status" :  ["DECEASED","DECEASED","DECEASED","LIVING","DECEASED","LIVING","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","LIVING","LIVING","DECEASED","DECEASED","LIVING","LIVING","DECEASED","LIVING","DECEASED","LIVING","DECEASED","DECEASED","DECEASED","DECEASED","LIVING","LIVING","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","LIVING","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","LIVING","DECEASED","LIVING","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","DECEASED","LIVING","LIVING","DECEASED","LIVING","LIVING","DECEASED","LIVING","LIVING","DECEASED","LIVING","LIVING","LIVING","LIVING","LIVING","LIVING","LIVING","LIVING","DECEASED","DECEASED","LIVING","LIVING","DECEASED","DECEASED","DECEASED","DECEASED","LIVING","LIVING","LIVING","DECEASED","DECEASED","DECEASED","LIVING","DECEASED","LIVING","LIVING","LIVING","DECEASED","LIVING","LIVING","LIVING","DECEASED","LIVING","LIVING","LIVING","DECEASED","DECEASED","LIVING","DECEASED","LIVING","LIVING","LIVING","DECEASED","DECEASED","DECEASED","LIVING","LIVING","LIVING","LIVING","DECEASED","LIVING","DECEASED","LIVING","LIVING","LIVING","LIVING","LIVING","LIVING","LIVING","DECEASED","DECEASED","DECEASED","LIVING","DECEASED","LIVING","LIVING","LIVING","LIVING","LIVING","LIVING","DECEASED","LIVING","LIVING","LIVING","LIVING","LIVING","LIVING","LIVING","LIVING","LIVING","DECEASED","LIVING","LIVING","DECEASED","LIVING","DECEASED","LIVING","LIVING","LIVING","LIVING","LIVING","DECEASED","DECEASED","LIVING","DECEASED","LIVING","LIVING","LIVING","LIVING","LIVING","DECEASED","LIVING","LIVING"],
      "Other Patient ID" :  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      "Patient Primary Tumor Site" :  ["L-Upper","L-Upper","R-Lower","L-Upper","R-Lower","R-Upper","L-Lower","R-Lower","R-Upper","L-Upper","R-Upper","L-Lower","R-Lower","L-Lower","R-Lower","L-Lower","L-Upper","R-Lower","L-Upper","R-Upper","L-Lower","R-Upper","R-Lower","L-Lower","L-Lower","R-Upper","R-Upper","L-Upper","L-Upper","R-Middle","R-Upper","R-Lower","R-Upper","R-Lower","R-Lower","L-Lower","","R-Upper","L-Upper","R-Lower","L-Upper","L-Lower","R-Lower","","L-Upper","R-Lower","R-Lower","L-Upper","L-Upper","R-Upper","L-Upper","L-Lower","L-Upper","R-Lower","L-Upper","L-Upper","R-Upper","R-Upper","L-Lower","L-Lower","L-Lower","R-Upper","Bronchial","R-Lower","L-Upper","R-Upper","L-Upper","L-Upper","L-Upper","L-Upper","L-Upper","R-Lower","R-Lower","L-Lower","L-Upper","L-Upper","L-Upper","R-Lower","R-Lower","R-Upper","R-Upper","R-Lower","R-Upper","L-Upper","R-Upper","Bronchial","R-Lower","R-Upper","L-Lower","L-Lower","L-Upper","R-Lower","L-Upper","L-Lower","R-Upper","L-Upper","L-Lower","R-Upper","R-Upper","R-Lower","R-Lower","L-Upper","L-Upper","R-Upper","R-Lower","L-Lower","L-Upper","R-Upper","R-Lower","R-Lower","R-Upper","R-Upper","R-Upper","R-Lower","R-Upper","R-Upper","R-Upper","R-Upper","R-Lower","L-Upper","L-Lower","L-Upper","L-Upper","R-Lower","L-Upper","R-Lower","L-Upper","R-Upper","R-Lower","R-Upper","R-Upper","R-Middle","Bronchial","L-Upper","R-Middle","L-Upper","R-Lower","R-Upper","L-Lower","L-Lower","R-Upper","R-Lower","R-Upper","R-Upper","L-Upper","L-Upper","L-Upper","L-Lower","L-Upper","L-Lower","L-Upper","R-Lower","L-Lower","R-Lower","R-Upper","L-Lower","R-Middle","L-Lower","L-Upper","L-Upper","R-Upper","L-Lower","L-Upper","R-Upper","","L-Lower","L-Lower","R-Lower","L-Lower","R-Middle","L-Upper","L-Upper","R-Upper","R-Upper","R-Upper","L-Upper","R-Upper","R-Upper"],
      "Tissue Prospective Collection Indicator" :  ["NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","","","","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","YES","YES","YES","YES","YES","YES","YES","NO","YES","YES","YES","YES","YES","YES","YES","NO","NO","NO","YES","NO","NO","YES","YES","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","NO","YES","YES","YES","YES","YES"],
      "Pulmonary function test indicator" :  ["","","","NO","","","","","","","","","","","","","","","","","","","","","","YES","YES","","","","","","","","","","","","","","","","","","","","","","","","","","","YES","YES","YES","YES","YES","YES","YES","YES","","","","","","NO","NO","","NO","NO","","NO","NO","","YES","YES","YES","YES","YES","YES","YES","YES","","","YES","YES","","","","YES","YES","YES","YES","","YES","YES","YES","YES","YES","YES","YES","YES","","","","","","","","","","","","","NO","","YES","","","","","YES","","","","YES","","","","","","","","","","YES","YES","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","NO","NO","NO"],
      "Race Category" :  ["WHITE","ASIAN","WHITE","WHITE","","","WHITE","ASIAN","","","","","WHITE","WHITE","","WHITE","","","BLACK OR AFRICAN AMERICAN","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","BLACK OR AFRICAN AMERICAN","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","","WHITE","WHITE","WHITE","WHITE","WHITE","","WHITE","BLACK OR AFRICAN AMERICAN","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","BLACK OR AFRICAN AMERICAN","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","ASIAN","","WHITE","WHITE","WHITE","WHITE","WHITE","BLACK OR AFRICAN AMERICAN","WHITE","WHITE","WHITE","WHITE","BLACK OR AFRICAN AMERICAN","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","BLACK OR AFRICAN AMERICAN","BLACK OR AFRICAN AMERICAN","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","","WHITE","BLACK OR AFRICAN AMERICAN","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","WHITE","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","ASIAN","ASIAN","WHITE","WHITE","WHITE"],
      "Surgical Margin Resection Status" :  ["R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R2","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","RX","R0","R0","R0","R0","","","R0","R0","R0","","","R0","","","","","","","","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","","RX","RX","RX","RX","R0","R0","R0","R0","R1","R0","R2","R0","R0","R0","R0","","R0","R0","","RX","RX","R0","R0","","R0","R0","R0","RX","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R0","R2","R0","R0","R0","R2","R0","R0","R0","R0","R0","R1","R0","R0","R0","R0","R0","RX","RX","R0","R0","R0"],
      "Tissue Retrospective Collection Indicator" :  ["YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","","","","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","NO","NO","NO","NO","NO","NO","NO","YES","NO","NO","NO","NO","NO","NO","NO","YES","YES","YES","NO","YES","YES","NO","NO","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","YES","NO","NO","NO","NO","NO"],
      "Number of Samples Per Patient" :  [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],
      "Sample Type" :  ["Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary","Primary"],
      "Sample type id" :  [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],
      "Sex" :  ["Male","Male","Female","Male","Male","Female","Male","Male","Male","Male","Male","Male","Male","Male","Male","Male","Male","Male","Female","Male","Female","Male","Male","Male","Female","Female","Male","Male","Male","Male","Male","Female","Male","Male","Male","Male","Female","Female","Male","Male","Female","Male","Male","Male","Male","Male","Male","Female","Male","Female","Male","Male","Female","Male","Female","Male","Male","Male","Male","Male","Male","Male","Male","Female","Male","Male","Female","Female","Male","Male","Female","Male","Female","Female","Female","Male","Male","Male","Male","Female","Male","Male","Male","Male","Male","Female","Male","Male","Male","Female","Female","Female","Male","Male","Male","Female","Male","Male","Male","Male","Female","Female","Male","Female","Female","Male","Male","Male","Male","Male","Female","Male","Male","Male","Male","Male","Female","Male","Male","Male","Female","Male","Female","Female","Female","Male","Male","Female","Female","Male","Male","Female","Male","Male","Male","Male","Male","Male","Female","Female","Male","Male","Male","Male","Male","Female","Male","Male","Female","Male","Male","Male","Male","Male","Male","Male","Male","Female","Male","Male","Male","Male","Male","Female","Male","Male","Male","Male","Male","Male","Male","Male","Male","Male","Male","Female","Male","Male"],
      "Shortest Dimension" :  [0.3,0.2,0.3,0.2,0.3,0.5,0.3,0.4,0.2,0.4,0.3,0.2,0.3,0.3,0.3,0.3,0.4,0.3,0.8,0.3,0.6,0.4,0.8,0.8,0.3,0.4,0.3,0.2,0.2,0.2,0.4,0.2,0.1,0.4,0.2,0.2,0.1,0.2,0.2,0.4,0.3,0.4,0.3,0.5,0.3,0.3,0.3,0.3,0.5,0.2,0.2,0.2,0.2,0.3,0.2,0.1,0.4,0.3,0.2,0.3,0.3,0.3,0.4,0.2,0.6,0.3,0.4,0.3,0.2,0.3,0.2,0.3,0.4,0.3,0.4,0.4,0.3,0.4,0.4,0.3,0.6,0.3,0.4,0.4,0.4,0.4,0.4,0.4,0.3,0.4,0.3,0.4,0.1,0.4,0.1,0.7,0.6,0.3,0.4,0.8,0.5,0.4,0.7,0.3,0.1,0.1,0.3,0.2,0.3,0.2,0.2,0.3,0.3,0.4,0.2,0.3,0.3,0.4,0.5,0.4,0.5,0.4,0.5,0.3,0.5,0.4,0.3,0.3,0.2,0.4,0.4,0.3,0.4,0.3,0.3,0.4,0.6,0.4,0.6,0.5,0.6,0.3,0.2,0.6,0.4,0.3,0.7,0.4,0.6,0.2,0.5,0.2,0.3,0.3,0.2,0.4,0.3,0.5,0.2,0.4,0.5,0.5,0.5,0.3,0.2,0.4,0.2,0.2,0.3,0.4,0.3,0.3,0.6,0.6,0.8,0.3,0.4,0.4],
      "Tumor Tissue Site" :  ["Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung","Lung"],
      "Person Cigarette Smoking History Pack Year Value" :  [200,40,30,20,"",50,25,25,30,40,25,50,40,45,30,"",40,"",15,90,35,56,9,45,48,14,75,100,38,85,83,60,40,"",30,37,25,60,50,20,30,50,35,45,50,100,"",50,60,60,70,57,50,53,50,51,40,20,86,46,108,20,60,50,60,50,"",40,"","",56,25,"",40,40,"","",40,45,"",45,40,30,114,35,40,40,30,192,8,60,47,63,26,64,64,15,50,20,114,36,34,40,"","","","","","","",25,"",80,86,"","","","","",49,20,157.5,63,39,10,110,25,7,110,93,90,58,60,56,42,"",50,35,56,40,44,63,40,20,"",72,56,16,40,108,80,43,"",25,70,58,12,37,28,80,50,65,70,74,40,80,40,25,10,112,100,86,75,"","","",40,35],
      "Started Smoking Year" :  [1951,"","","","","","","","","",1963,"","","","","","","","","","","",1947,"",1953,"",1959,1956,1970,1952,1946,1940,1954,1933,1942,"","","","",1948,1958,"",1964,1942,1944,"","",1952,1944,"","","",1953,"",1940,"",1950,"",1966,1941,1961,"","","","","","",1960,"","",1953,1954,"","","","","",1970,1965,"",1965,"","",1947,1996,1964,1946,1946,1958,1960,1946,1950,1957,1969,1949,1968,1979,1959,"",1953,1959,1977,1936,"","","","","","","","","","",1962,"",1955,1952,1954,"",1950,1963,1959,1963,1969,1959,1955,1983,1950,1967,1946,"",1949,1976,1950,1967,"","",1973,1967,1965,1956,1956,1967,1970,1962,1959,1951,1959,1967,1953,1967,1964,"",1942,1971,1946,1972,1958,1956,1954,1954,1960,"",1959,1964,1968,1955,1977,1968,1952,1957,1965,1950,"","","",1970,1975],
      "Stopped Smoking Year" :  ["",1988,2004,1974,"","",1995,1997,1975,"",1989,2002,2007,"",2001,2001,"","",1992,"",1994,1996,2006,1992,2004,1978,"",2009,"",2001,"",2001,1984,"",2002,"","","","",1968,1988,2005,1999,1987,1994,"",1994,2002,2004,"",2003,"",2003,"",1990,"",1970,"","",1987,2004,"",1974,1997,1959,"","",2000,"","","",1979,"",1993,1985,"","",2010,2010,"",2010,2003,"",2004,2005,2005,2002,1981,2006,1971,1997,1997,2000,"",1983,2000,"",2009,1983,2010,1995,"",1976,"","","","","",2010,1985,2007,2005,"",2006,1983,"",1996,2011,1993,1983,2003,"",2005,2008,1979,"",2006,1978,2007,2008,2008,2008,2006,1978,2009,2002,2001,2008,2004,2005,1991,2006,2007,1990,2002,2007,2007,1990,2007,2007,2007,2007,"",1967,2006,1969,2007,1995,1970,2007,2004,2003,2008,2007,2004,2008,1995,2002,2008,2008,1993,2008,2000,"","","",2011,2000],
      "Specimen Second Longest Dimension" :  [0.5,0.5,0.4,0.4,0.4,0.5,0.5,0.5,0.5,0.5,0.4,0.6,0.8,0.4,0.5,0.8,0.5,0.6,1,1,0.8,0.6,1,1.5,0.9,1,1,1,0.6,0.5,0.4,0.4,0.6,0.9,0.8,0.5,0.6,0.4,0.5,0.8,0.8,0.5,0.8,1,1,0.8,0.5,0.6,1,0.7,0.8,0.7,1,1,1.3,0.6,1.3,0.9,1,1,0.9,0.4,1.2,0.5,0.7,1,1,0.7,0.7,1,0.6,1,0.7,0.6,1,0.5,0.5,0.7,1,0.6,0.9,1.2,1.2,1.6,1.2,1.5,1.3,1.5,1.6,1.4,1,1.5,0.9,1,1.2,0.7,0.9,0.7,0.6,0.8,1,0.7,0.8,0.5,0.5,0.8,0.6,0.8,0.8,0.9,0.4,0.6,0.3,0.6,0.4,0.6,0.8,0.7,1.5,1,0.5,1,0.6,0.9,0.9,0.8,0.4,1,0.6,1,0.5,0.4,0.9,0.6,0.8,0.8,0.6,0.5,0.8,0.7,0.7,0.6,0.7,0.6,1,0.4,0.7,0.8,0.6,0.5,0.7,0.8,0.7,0.9,0.7,1,0.8,0.6,0.6,0.6,1,0.9,0.5,0.7,0.4,0.9,0.8,0.8,0.5,0.5,1,1,1,0.6,1,1.3,1.2,2.2],
      "Tissue Source Site" :  [18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,22,33,33,33,33,33,33,33,33,33,34,34,34,34,34,34,34,34,34,34,34,34,34,37,37,37,37,37,37,39,39,39,39,39,39,39,39,39,39,39,39,39,39,43,43,43,43,43,43,43,43,46,46,46,46,46,46,46,51,51,51,56,56,56,56,56,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,63,63,63,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,70,70,85,85,85],
      "Patient Smoking History Category" :  [4,3,4,3,3,2,4,4,3,3,3,4,4,2,4,4,3,1,4,2,4,4,4,4,4,3,2,4,2,4,2,4,3,2,4,2,2,2,2,3,3,4,4,3,4,2,4,4,4,2,4,2,4,2,4,2,3,2,2,4,4,4,3,4,3,3,"",4,"","",2,3,"",3,3,"",1,4,4,1,4,4,3,4,4,4,4,3,4,3,4,4,4,2,3,4,2,4,3,4,4,2,3,2,4,3,4,4,4,3,4,4,2,4,3,2,4,4,4,3,4,2,4,4,3,2,4,3,4,4,4,4,4,3,4,4,4,4,4,4,3,4,4,3,4,4,4,3,4,4,4,4,2,3,4,3,4,4,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,1,1,1,4,4],
      "Person Neoplasm Status" :  ["WITH TUMOR","TUMOR FREE","WITH TUMOR","TUMOR FREE","TUMOR FREE","TUMOR FREE","WITH TUMOR","TUMOR FREE","TUMOR FREE","WITH TUMOR","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","","TUMOR FREE","","TUMOR FREE","WITH TUMOR","WITH TUMOR","WITH TUMOR","","TUMOR FREE","TUMOR FREE","WITH TUMOR","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","WITH TUMOR","TUMOR FREE","WITH TUMOR","","WITH TUMOR","WITH TUMOR","TUMOR FREE","","","","TUMOR FREE","TUMOR FREE","","TUMOR FREE","WITH TUMOR","TUMOR FREE","WITH TUMOR","WITH TUMOR","","","TUMOR FREE","TUMOR FREE","","TUMOR FREE","","","","","WITH TUMOR","TUMOR FREE","","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","WITH TUMOR","WITH TUMOR","TUMOR FREE","TUMOR FREE","","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","WITH TUMOR","TUMOR FREE","TUMOR FREE","TUMOR FREE","","WITH TUMOR","","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","WITH TUMOR","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","","","WITH TUMOR","WITH TUMOR","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","WITH TUMOR","WITH TUMOR","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","","","WITH TUMOR","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","WITH TUMOR","TUMOR FREE","TUMOR FREE","","","","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","","","","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","TUMOR FREE","","","TUMOR FREE","TUMOR FREE","","","TUMOR FREE","","","TUMOR FREE","","","","TUMOR FREE","","","TUMOR FREE","","TUMOR FREE","","TUMOR FREE","TUMOR FREE","TUMOR FREE","WITH TUMOR","TUMOR FREE"],
      "Vial number" :  ["A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A","A"],
      "Patient's Vital Status" :  ["Dead","Dead","Dead","Alive","Dead","Alive","Dead","Dead","Dead","Dead","Dead","Alive","Alive","Dead","Dead","Alive","Alive","Dead","Alive","Dead","Alive","Dead","Dead","Dead","Dead","Alive","Alive","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Alive","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Alive","Dead","Alive","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Dead","Alive","Alive","Dead","Alive","Alive","Dead","Alive","Alive","Dead","Alive","Alive","Alive","Alive","Alive","Alive","Alive","Alive","Dead","Dead","Alive","Alive","Dead","Dead","Dead","Dead","Alive","Alive","Alive","Dead","Dead","Dead","Alive","Dead","Alive","Alive","Alive","Dead","Alive","Alive","Alive","Dead","Alive","Alive","Alive","Dead","Dead","Alive","Dead","Alive","Alive","Alive","Dead","Dead","Dead","Alive","Alive","Alive","Alive","Dead","Alive","Dead","Alive","Alive","Alive","Alive","Alive","Alive","Alive","Dead","Dead","Dead","Alive","Dead","Alive","Alive","Alive","Alive","Alive","Alive","Dead","Alive","Alive","Alive","Alive","Alive","Alive","Alive","Alive","Alive","Dead","Alive","Alive","Dead","Alive","Dead","Alive","Alive","Alive","Alive","Alive","Dead","Dead","Alive","Dead","Alive","Alive","Alive","Alive","Alive","Dead","Alive","Alive"]
    }
  }
  
  
  <-- Create the configuration for the graph -->
  var config = {
     "graphType":"Heatmap",
     "oncoprintCNA":"data3",
     "oncoprintMUT":"data4",
     "overlaysThickness":"100"
  }
  

  <!-- Call the CanvasXpress function to create the graph -->
  var cX = new CanvasXpress("canvasId", data, config);


</script>
library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/cX-LungCancinoma-dat.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
y2=read.table("https://www.canvasxpress.org/data/cX-LungCancinoma-dat2.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
y3=read.table("https://www.canvasxpress.org/data/cX-LungCancinoma-dat3.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
y4=read.table("https://www.canvasxpress.org/data/cX-LungCancinoma-dat4.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
z=read.table("https://www.canvasxpress.org/data/cX-LungCancinoma-var.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
  data=list(y=y, data2=y2, data3=y3, data4=y4),
  varAnnot=z,
  graphType="Heatmap",
  oncoprintCNA="data3",
  oncoprintMUT="data4",
  overlaysThickness=100
)