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Copy pathresistance.js
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471 lines (400 loc) · 14.1 KB
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var currentDrugIdx = [];
var differentialTF = [];
var bypassResistance = [];
var resistanceTexts = "";
var currentResistanceTF = null;
var ERLOTINIB = {
generic_name : "Erlotinib",
brand_name : "Tarceva",
action : "EGFR Inhibitor",
inhibit : ["EGFR"],
activate : []
}
var LAPATINIB = {
generic_name : "Lapatinib",
brand_name : "Tykerb",
action : "EGFR and HER2 Inhibitor",
inhibit : ["EGFR", "ERBB2"],
activate : []
}
var PHA665752 = {
generic_name : "PHA-665752",
brand_name : "PHA-665752",
action : "c-MET Inhibitor",
inhibit : ["MET"],
activate : []
}
var CRIZOTINIB = {
generic_name : "Crizotinib",
brand_name : "PF-2341066",
action : "c-MET and ALK Inhibitor",
inhibit : ["MET", "ALK"],
activate : []
}
var TAE684 = {
generic_name : "TAE684",
brand_name : "TAE684",
action : "ALK Inhibitor",
inhibit : ["ALK"],
activate : []
}
var VANDETANIB = {
generic_name : "Vandetanib",
brand_name : "Zactima",
action : "Multi-kinase inhibitor",
inhibit : ["ABL1", "EGFR", "FLT3", "KIT", "RET", "FLT1", "KDR", "FLT4"],
activate : []
}
var NILOTINIB = {
generic_name : "Nilotinib",
brand_name : "Tasigna",
action : "Abl Inhibitor",
inhibit : ["ABL1", "BCR"],
activate : []
}
var SARACATINIB = {
generic_name : "Saracatinib",
brand_name : "AZD0530",
action : "Src and Abl inhibitor",
inhibit : ["SRC", "ABL1", "BCR", "EGFR"],
activate : []
}
var SORAFENIB = {
generic_name : "Sorafenib",
brand_name : "Nexavar",
action : "Multi-kinase inhibitor",
inhibit : ["FLT3", "KIT", "PDGFRB", "RET", "BRAF", "RAF1", "FLT1", "KDR", "FLT4"],
activate : []
}
var DOVITINIB = {
generic_name : "Dovitinib",
brand_name : "TKI258",
action : "Multi-kinase inhibitor",
inhibit : ["EGFR", "FGFR1", "PDGFRB", "FLT1", "KDR"],
activate : []
}
var PD0332991 = {
generic_name : "PD-0332991",
brand_name : "PD-0332991",
action : "CDK4/6 Inhibitor",
inhibit : ["CDK4", "CDK6"],
activate : []
}
var AEW541 = {
generic_name : "AEW541",
brand_name : "AEW541",
action : "IGF-1R Inhibitor",
inhibit : ["IGF1R"],
activate : []
}
var RAF265 = {
generic_name : "RAF265",
brand_name : "RAF265",
action : "Raf kinase B and KDR Inhibitor",
inhibit : ["BRAF", "KDR"],
activate : []
}
var PLX4720 = {
generic_name : "PLX4720",
brand_name : "PLX4720",
action : "Raf kinase B Inhibitor",
inhibit : ["BRAF"],
activate : []
}
var PD0325901 = {
generic_name : "PD-0325901",
brand_name : "PD-0325901",
action : "MEK1 and MEK2 Inhibitor",
notes : "Discontinued",
inhibit : ["MAP2K1", "MAP2K2"],
activate : []
}
var SELUMETINIB = {
generic_name : "Selumetinib",
brand_name : "AZD6244",
action : "MEK1 and MEK2 Inhibitor",
inhibit : ["MAP2K1", "MAP2K2"],
activate : []
}
var NUTLIN3 = {
generic_name : "Nutlin-3",
brand_name : "Nutlin-3",
action : "MDM2 Inhibitor",
inhibit : ["MDM2"],
activate : []
}
var LBW242 = {
generic_name : "LBW242",
brand_name : "LBW242",
action : "Inhibitor of Apoptosis Proteins (IAP) Inhibitor",
inhibit : ["XIAP", "BIRC2", "BIRC3", "BIRC5"],
activate : []
}
var TANESPIMYCIN = {
generic_name : "Tanespimycin",
brand_name : "17-AAG",
action : "Heat Shock Protein 90 (hsp90) Inhibitor",
inhibit : ["HSP90AA1", "HSP90AA2", "HSP90N", "HSP90AB1", "HSP90B1", "TRAP1"],
activate : []
}
var L685458 = {
generic_name : "L-685458",
brand_name : "L-685458",
action : "gamma-Secretase Inhibitor",
inhibit : [""],
activate : []
}
var PANOBINOSTAT = {
generic_name : "Panobinostat",
brand_name : "Faridak",
action : "Histone Deacetylase (HDAC) Inhibitor",
inhibit : ["HDAC1"],
activate : []
}
var PACLITAXEL = {
generic_name : "Paclitaxel",
brand_name : "Taxol",
action : "Microtubule-Stabilizing Agents",
inhibit : [],
activate : ["TUBB"]
}
var IRINOTECAN = {
generic_name : "Irinotecan",
brand_name : "Camptosar",
action : "DNA Topoisomerase I Inhibitor",
inhibit : ["TOP1"],
activate : [""]
}
var TOPOTECAN = {
generic_name : "Topotecan",
brand_name : "Hycamtin",
action : "DNA Topoisomerase I Inhibitor",
inhibit : ["TOP1"],
activate : [""]
}
var Drugs = [
ERLOTINIB,
LAPATINIB,
PHA665752,
CRIZOTINIB,
TAE684,
VANDETANIB,
NILOTINIB,
SARACATINIB,
SORAFENIB,
DOVITINIB,
PD0332991,
AEW541,
RAF265,
PLX4720,
SELUMETINIB,
NUTLIN3,
LBW242,
PANOBINOSTAT
]
// Simulate all drugs action for specified tumor sample
function SimulateAllDrugs(sampleIdx)
{
perturbationsNodes = [];
perturbationsValues = [];
currentSampleIndex = sampleIdx;
for (var drugIdx = 0; drugIdx < Drugs.length; drugIdx++) {
performSimulation(drugIdx);
}
}
// Simulate all samples
function SimulateAllSamples()
{
var numSamples = sampleNames.length;
for (var sampleIdx = 0; sampleIdx < numSamples; sampleIdx++) {
SimulateAllDrugs(sampleIdx);
}
}
var DEFAULT_RTAG = [ { pid : -500, sid : -500 } ]
function initializeAcquiredResistance()
{
clearFlags();
resistanceTexts = "";
for (var i = 0; i < gNodes.length; i++) {
var n = gNodes[i];
if ('annotation' in n) {
delete n.annotation;
}
n.annotation = [];
if ('rtag' in n) {
delete n.rtag;
}
n.rtag = [];
if ('potentialPathways' in n) {
delete n.potentialPathways;
}
n.potentialPathways = { };
if ('resistanceTF' in n) {
delete n.resistanceTF;
}
n.resistanceTF = [];
}
annotatePathwayNodes();
differentialTF = [];
delete bypassResistance;
bypassResistance = [];
currentResistanceTF = null;
}
function determinePotentialPathways(n)
{
for (var k = 0; k < n.rtag.length; k++) {
var tag = n.rtag[k];
if (tag.pid < 0) continue;
var p = AnalyzedPathways[tag.pid];
if (tag.sid == p.through.length - 1) {
n.potentialPathways[tag.pid] = true;
}
}
}
var tagEqual = function(s1, s2)
{
return (s1.pid == s2.pid) && (s1.sid == s2.sid);
}
function markFaninUnvisited(n)
{
for (var i = 0; i < n.linkin.length; i++) {
var link = n.linkin[i];
if (link.isDisabled) continue;
var fi = link.source;
if (fi != n) fi.visited = false;
}
}
function addToRtag(n, tag)
{
for (var i = 0; i < n.rtag.length; i++) {
var s = n.rtag[i];
if (tagEqual(s, tag)) {
return;
}
}
n.rtag[ n.rtag.length ] = tag;
n.visited = false;
markFaninUnvisited(n);
}
function addNewRtag(n, tag)
{
var mutated = false;
for (var i = 0; i < n.annotation.length; i++) {
var ann = n.annotation[i];
if (tag.pid == ann.pid || tag.pid < 0) {
if (tag.sid == ann.sid + 1 || tag.sid < 0) {
var nxtSgn = { pid : ann.pid, sid : ann.sid };
addToRtag(n, nxtSgn);
mutated = true;
}
}
}
if (mutated) return;
addToRtag(n, tag);
}
function justify(n, v, l)
{
n.visited = true;
if (n.drugSource) return;
if (n.inDegree == 0) {
var linkName = getInteractionName(l);
var acting_1 = (v == 1) && isActivating(linkName);
var acting_0 = (v == 0) && isInhibiting(linkName);
if (acting_1 || acting_0) {
var beforeCount = (Object.keys(n.potentialPathways).length);
determinePotentialPathways(n);
var afterCount = (Object.keys(n.potentialPathways).length);
if (afterCount > 0 && beforeCount == 0) {
bypassResistance[ bypassResistance.length ] = {node: n, val: v} ;
n.resistanceTF[ n.resistanceTF.length ] = currentResistanceTF;
}
else if (afterCount > beforeCount && n.resistanceTF[ n.resistanceTF.length - 1 ] != currentResistanceTF) {
n.resistanceTF[ n.resistanceTF.length ] = currentResistanceTF;
}
}
return;
}
for (var i = 0; i < n.linkin.length; i++) {
var link = n.linkin[i];
var fi = link.source;
if (link.isDisabled || fi.isDisabled) continue;
if (isLinkActive(link, currentSampleIndex)) {
if (fi.visited == true) {
continue;
}
var nextVal = getNextValue(v, link, fi);
if (nextVal < 0) continue;
for (var k = 0; k < n.rtag.length; k++) {
var tag = n.rtag[k];
if (hasAnnotation(fi)) {
addNewRtag(fi, tag);
}
else {
addToRtag(fi, tag);
}
}
justify(fi, nextVal, link);
}
}
}
function simulateAcquiredResistance()
{
initializeAcquiredResistance();
for (var i = 0; i < TranscriptionFactors.length; i++) {
var n = TranscriptionFactors[i];
var lastVal = getLastNodeValue(n);
if (lastVal < 0) continue;
if (lastVal != n.Value[0]) {
differentialTF[ differentialTF.length ] = n;
currentResistanceTF = n;
n.rtag = DEFAULT_RTAG;
justify(n, n.Value[0], null);
}
}
outputAcquiredResistance();
}
function outputResistanceHeader()
{
resistanceTexts = "#####################" + "###" + "######" + "###" + "###############" + "<br>";
resistanceTexts += "Tumor Sample: " + currentSampleIndex + ". " + sampleNames[currentSampleIndex] + "<br>";
resistanceTexts += "Acquired Resistance to Drug: ";
resistanceTexts += addCurrentDrugName();
resistanceTexts += "Bypass Resistance Source" + " : (Affected TFs)" + "<br>";
resistanceTexts += "----------> Potential Pathways" + "<br>";
resistanceTexts += "#####################" + "###" + "######" + "###" + "###############" + "<br>";
resistanceTexts += " " + "<br>";
}
function outputAcquiredResistance()
{
outputResistanceHeader();
for (var i = 0; i < bypassResistance.length; i++) {
var rp = bypassResistance[i];
var n = rp.node;
var v = rp.val ;
resistanceTexts += getNodeName(n) + " (" + (v == 1 ? "Activation" : "Inhibition") + ") : ( ";
for (var k = 0; k < n.resistanceTF.length; k++) {
var tf = n.resistanceTF[k];
resistanceTexts += getNodeName(tf) + " ";
}
resistanceTexts += ")<br>";
var pid;
for (pid in n.potentialPathways) {
if (n.potentialPathways.hasOwnProperty(pid)) {
var p = AnalyzedPathways[pid];
resistanceTexts += "---------->" + p.name + " (" + p.description + ") " + "<br>";
}
}
resistanceTexts += "<br>";
}
}
var addCurrentDrugName = function()
{
var texts = "";
for (var k = 0; k < currentDrugIdx.length; k++) {
var drugIdx = currentDrugIdx[k];
var currentDrug = Drugs[drugIdx];
texts += currentDrug.generic_name + " (" + currentDrug.brand_name + ", " + currentDrug.action + ")" + " ; ";
}
texts += "<br>";
return texts;
}