>> THANK YOU, WE'LL MOVE ON TO OUR SECOND SPEAKER, DR. DR. YARDENA SAMUELS WHO IS HEAD OF THE TRACK INVESTIGATOR AND HEAD OF THE MOLECULAR CANCER CENTER AND HEAD OF NHGRI'S CANCER GENETICS BRANCH. HER TOPIC IS GENETIC OF MELANOMA, SEARCHING FOR NEW THERAPEUTIC TARGETS, SHE GOT HER BACCALAUREATE AT AUTOPSY SERIESED KINGDOM AND EARNED HER MASTERS FROM HEBREW UNIVERSITY IN ISRAEL. HER Ph.D. IN CANCER RESEARCH IS FROM LONDON'S IMPERIAL COLLEGE AND SHE COMPLETED A POST DOCTORAL FELLOWSHIP IN CANCER GENETICS AT JOHNS HOPKINS. HER MEMBERSHIPS INCLUDE THE AMERICAN ASSOCIATION OF CANCER RESEARCH, AND THE MELANOMA RESEARCH ARIANCE. THE LABORATORY RESEARCH FOCUS IS IDENTIFICATION OF GENERATED THETIC CHANGES THAT UNDERLIE MELANOMA IN COLLABORATION WITH STEVE ROSENBERG AND NCI, THE RESEARCH TEAM HAS ESTABLISHED A UNIQUE TUMOR BANK CONSISTING OF 100 TUMOR SAMPLES AND HIGHLIGHTS OF HER RESEARCH INCLUDE IDENTIFICATION THAT RB4 IS THE MOST HIGHLY MUTATED TYROSEEN KINASE AND MELANOMA AND DEMONSTRATES THAT GLUTEA MINE SIGNALING PATHWAY IS A HIGHLY SIGNIFICANT PATHWAY THAT PLAYS A ROLE IN MELANOMA PROGRESSION. IT'S NOW MY PLEASURE TO WELCOME HER TO THE PODIUM. >> WELL, THANK YOU VERY MUCH FOR THAT KIND INTRODUCTION, IT'S A PLEASURE TO BE HERE AND I'LL BE TALKING INDEED ABOUT SEARCHING NEW THERAPEUTIC TARGETS FOR MELANOMA. SO I HAVE NO FINANCIAL RELATIONSHIPS TO DISCLOSE AND THESE ARE THE GOALS OF THIS TALK. >> AND SO IT'S WELL ACCEPTED THAT CANC SER A GENETIC DISEASE AND 1 OF THE BEST EXAMPLES FOR THIS IS COLORECTAL CANCERS SINCE IT DEVELOPED MORPH LOGICALLY CLEAR DISTINCT PHASES STARTING FROM NORMAL EPITHELIAL CELL, ON TO EARLIER ADENOMAS, AND ADENOMAS, LATE MEL AN OHM AS, ULTIMATELY LEADING TO METASTASIS AND THESE HAVE BEEN LINKED TO MOLECULAR CHANGES SOME OF WHICH ARE SEEN IN THIS SLIDE AND THIS HAS BECOME REALLY A PARADIGM FOR GENETIC DEVELOPMENT IN SOLID CANCERS. AND WE'VE BEEN INVESTIGATORRING THIS INDEPTH AND HOWEVER, WE STILL BELIEVE THAT THE DATA IS THE TIP OF THE IBERG AND THERE'S MORE TO--ICEBERG AND THERE'S MORE TO BE FOUND OUT. WE AIM TO DO THIS FOR SPORADIC METASTATIC MELANOMA. OVER 8000 PEOPLE DIED OF THIS DISEASE IN 2011 IN THE U.S. THE ALARMING PART IS THAT THE MEDIAN PATIENT SURVIVAL IS ONLY 6 MONTHS, THEREFORE IN DIAGNOSIS OF LATE STAGE DISEASE IN MOST CASES SO WE BELIEVE IN IDENTIFYING A NOVEL GENETICOTERATIONS MAY PROVIDE OPPORTUNITIES FOR DRUG DEVELOPMENT. AND SO, SIMILAR TO WHAT I SHOWED YOU FOR COLORECTAL CANCER THIS IS THE HISTOLOGICAL PROGRESSION FOR MELLAGEOMA--MELANOMA DEVELOPMENT WHERE IT RESIDES WITHIN THE EPIDERMIS AND IT DEVELOPS INTO THE NEV ISOTOPE AND RADIAL GROWTH PHASE AND IN VERTICAL GROWTH PHASE AND METASTATIC MELANOMA, AND SOME OF THE MUTATIONS ASSOCIATED WITH THESE STAGES, I'VE SEEN THIS SLIDE, THE BEST 1 OF COURSE AND KNOWN BRASE MODEL MUTATIONS AND ALTHOUGH MORE OF THESE ARE KNOWN, WHEN I STARTED MY PROGRAM HERE AT NHGRI, AND IT WASN'T A COMPREHENSIVE ANALYSIS OF THE GENETICS OF MELANOMA, AND SO THOSE WERE WERE TO PERFORM MUTATION ARKINAL SIS OF THE GENOME, WITH AIM TO FUNCTIONALLY ANALYZE THE MOST HIGHLY AND MOST INTERESTING MUTATIVE GENES, AND WE TRY TO TRANSLATE IN INFORMATION BACK INTO THE CLINIC. WE ESTABLISHED A TUMOR BANK TOGETHER WITH DR. STEVE ROSENBERG AT THE NCI AS WELL AS DR. GERB AS WELL AS M. D. ANDERSON AND THE COLO CANCER CENTER AND THE MAJORITY OF THE STUDIES ARE HERE FROM FROM THE NCI. YOU SEE THE NUMBERS HERE SO WOO HAVE METASTATIC DNA AS WELL AS MATCHED NORMAL DNAs AND MOST OF THE TIME THIS IS BLOOD, THE OCT BLOCKS, ORIGINAL TUMOR WAS RESECTED AND FROZEN DOWN FOR ALL OF THE ROSENBERG SAMPLES THAT MATCHED LOW PASSAGE CELL LINES WHICH WERE EXTREMELY USEFUL ESPECIALLY IF YOU WANT THE TO START EVALUATING FUNCTIONALLY, THE EFFECTS OF THE MUTATIONS, YOU CAN MAKE MATCHED RNAs FROM THESE CELL LINES AS WELL AS PROTEIN LIAISON SATES. AND FOR ALL OF THESE SAMPLES WE HAVE CLINICAL INFORMATION. THIS IS A SOMATIC MUTATION ANALYSIS, WHERE HAVE YOU THE TUMOR, SOMETIMES THE CELL LINE, YOU EXTRACT THE DNA, SEQUENCE THE GENES OF INTEREST, AND YOU DO THE SAME FOR THE NORMAL TISSUE, AS I SAID MOSTLY BLOOD AND YOU COMPARE THOSE SEQUENCES AND WE ONLY FOLLOW UP ON SOMATIC MUTATIONS. THE MUTATIONS ARE IN THE TUMOR SO I'LL GIVE YOU AN EXAMPLE OF THIS KIND OF ANALYSIS, AS YOU PERFORMED FOR I TYROSEEN KINASE FAMILY. SO THIS IS THE HUMAN KINOME AND ON THE UPPER LEFT HAND CORNER YOU SEE THE KINASEIS, AND WE DECIDE TO SEQUENCE THESE BECAUSE IT'S KNOWN THAT THEY'RE HIGHLY MUTATE INDEED CANCER AND--MUTATED IN CANCERS AND IT'S GONE TO BE INHIBITION, NOW THESE HAVE BEEN SEQUENCED IN 2007 BUT THEY ONLY SEQUENCED 6 MELANOMAS AND SO THE MUTATION RATE THAT THEY OBSERVED WAS TOO LOW TO DEFINITELY IMPLICATE THESE GENES TO TUMOR GENESIS. SO NOW THAT WE HAD THIS UNIQUE TUMOR WE DECIDE TO REVISIT THIS FAMILY IN THAT TUMOR BANK. SO THIS IS THE KINOME SCREEN EVERY 1 OF OUR GENETIC SCREEN SYSTEM MADE UP OF 2 PHASES, DISCOVERY PHASE AND VAILEDDATION PHASE AND COLLABORATION HERE, THE SEQUENCING CENTER, WE SENSE REQUESTED 29 SAMPLES, LOW NUMBER OF SAMPLES FOR ALL THE TYROSEEN KINASES. IT'S A LOT OF SEQUENCING AND IF MUTATIONS TAKE PLACE THEY WOULD BE FOUND IN THE DOMAIN, AT THIS TIME WE SEARCH FOR 1 SOMATIC MUTATION OR MORE AND THERE WERE 19 GENES, MOVED ON TO VAILEDDATION PHASE WHERE WE SEQUENCED IN MY LAB, 80 CELLS AND IN THIS CASE WE SEQUENCED ALL OF THE CODING AXONS AND THEN WE ANALYZE THIS WHICH WAS SOMATIC AND INTERESTING GENES MOVED ON TO FUNCTIONAL ANALYSIS. AND THE 1 THAT WAS INTERESTING WHICH WAS BEFORE WHICH WAS MUTATED IN 90% OF THE CASES. THIS IS EGFR, RB2 BOTH OF WHICH ARE KNOWN GOOD TARGETS AND THESE EITHER HOMODIME RISE ON THE MEMBRANE AND UPON LIAISON GAPPED BIPEDDING THEY TRANSPHOS FORALATE EACH OTHER FORMING GOT IT FOR VARIOUS SIGNALING POLARIZED MOLECULES. SO WE DECIDE TO CLONE 7 OF THE MUTATIONS SINCE WE IDENTIFIED AND WE CHOSE THESE 7 BASED ON THE KRYSTAL STRUCTURE THAT WAS MADE BY DR. LEAKY HERE AT JOHNS HOPKINS UNIVERSITY, AND ALSO BASED ON CONSERVATION THROUGH THE ERP MEMBERS WHAT WE DID ISLET BIOCHEMICAL ASSAY, WE LOOK AT KINASEœ MUTANTS VERSES WHILED TYPE OR BEFORE, AND WHAT YOU SEE IS THAT ALL THE MUTANTS HAVE INCREASED KINASE ACTIVITY COMPARED TO THE WILD-TYPE DESPITE THE FACT THAT THEY EXPRESS SIMILARLY. SO THESE MUSEUM AT THAT POINTS HAVE INCREASED BASAL ACTIVATION. AND THIS IS A CLASSIC NIH CELLS AND WHAT WE SAW WAS THAT THESE SAME EXACT 7 MUTANTINGS FORMED AN INCREASED NUMBER OF FOCI BEFORE AND STRIKINGLY SIMILAR TO THE ONCOGENIC RASE MODEL, AND THE NEXT QUESTION WAS, IS THIS ARE THESE IMPORTANT IN THE CELL WHICH IS IN WHICH THEY'RE HARBORED AND THIS PASSAGE CELL LINE COMES IN SO WE GO BACK TO THE PASSAGE CELL LINES AND USE THE SHRNA TECHNOLOGY TO KNOCK DOWN THE ENDOGENOUS ERB4 WITHIN THE CELLS. WE COULD CHECK VARIOUS PHENOTYPES AND FIRST WE CHECKED OF COURSE WAS WHETHER THIS AFFECTS GROWTHo[[ AND WHAT YOU SEE HERE IS THAT WHEN YOU KNOCK OUT BEFORE, IN CELLS THAT THE WILD-TYPE YOU SEE NO EFFECT IN GROWTH, THEY GROW SIMILARLY TO THE CONTROL IF YOU DO THIS BEFORE, IT REDUCES COMPARE TO CONTROL, AND THESE RESULTS WERE SEEN IN SEVERAL OF THESE MELANOMA CELL LINES. SO MUTANT BEFORE IS PROVIDING A CELL SIGNAL TO THESE CELLS OTHERWISE KNOWN AS ONK O GENE ADDICTION. SO THE NEXT STEP WAS IS THIS A GOOD TARGET. AND IT'S A SMALL MOLECULE INHIBITOR, FDA APPROVED FOR BREAST CANCER PATIENTS AND WHEN WE EXPOSED A MANY MELANOMA CELL FOR THE WILD-TYPE BEFORE, AND THE MUTANT FOR ABOVE AND THE PATENT TO LE PAT NIB AND THE PLOT OF THE EC 50 GRAPH, CAN YOU SEE THE FELLS THAT WERE MUTANT BEFORE, FOR WERE MORE SENSITIVE TO THE PRESENCE OF LE PAT NIB COMPARED TO THE WILD TYPE BEFORE. SO THE MUTANT IS SENSITIZING THESE TO LE PAT NIB AND WE EXTENDED THIS TO ADDITION CELL LINE SPECIALIZATION OF SPECIFIC ENDOTHELIAL WE DO SEE A RANGE OF SENSITIVITY MORE SENSITIVE IN THE WILD-TYPE, THERE'S HETEROGENERATED AIT AND THERE IT SEEMS TO BE A GOOD POTENTIAL PARINGET AND THE HYPOTHESIS BEING THAT ABOUT 20% OF CAR-MELANOMA PATIENTS, AND EXPOSURE OF THE CELLS WOULD MAKE THAT SENSITIVE TO LE PAT NIB AND BASED, DR. URDA RUDE NOVARTIS, BECAME THE PI HERE AT THE SURGERY BRANCH FOR A CLINICAL TRIAL, WHERE WITH THE HELP OF DR. [INDISCERNIBLE] AT THE NCI, THERE'S CLEAR CERTIFIED IRB 4 SEQUENCING, CTEMIS PROVIDING HEPATITIS EAT NIB AND THIS IS A CLINICAL TRIAL INVOLVING NCI AS WELL AS MEMORIAL SLOAN-KETTERING AND THIS IS RECRUITING PATIENTS AND AT THIS POINT WE DON'T HAVE ANY REPORTS, BUT HOPEFULLY WE'LL HAVE POSITIVE THINGS TO SAY ABOUT THIS. SO IF THESE ARE THE MUTATIONS THAT WE IDENTIFY INDEED THE FIRST STUDY, THESE ARE THE MUTATIONS THAT HAVE BEEN ARKS DENTIFIED SO FAR THROUGH THE CLINICAL TRIAL AND YOU SEE THE FREQUENCY THE SAME OR EVEN HIGHER WE'RE STILL FINDING THESE MUTATIONS. THESE MUTATION VS BEEN IDENTIFIED SINCE OUR PUBLICATION, THROUGH WHOLE EXOHM AND GENOME STUDIES, THE 1S IN PURPLE HAVE BEEN IDENTIFIED BY NICK HAYWOOD IN AUSTRALIA AND THESE ORANGE 1 HAS BEEN IDENTIFY BOOED LEVI GARRA WAY. THE POINT HERE IS SAYING THAT THE FREQUENCY IS STILL HIGH, AND WE'RE ALSO STARTING TO SEE MINIHOT SPOTS SO RECURRING MUTATIONS IN PARTICULAR LOCATIONS, WHICH IS A CHARACTERISTIC OF ONK O GENES THIS, IS SOME PRELIMINARY DATA THROUGH COLLABORATION WITH DR. LANNUOUS WHERE HE LOOKED AT ERB BEFORE IN THE SERUM IN SOME OF THESE PATIENTS HE FOUND BEFORE AND HE FOUND AN INCREASE IN THE BEFORE ECTODOMAIN IN THESE SIERRA COMPARED TO HEALTHY INDIVIDUALS IN THE T-TESTING TO GIVE A SIGNIFICANT P-VALUE. SO THIS IS VERY INTERESTING BECAUSE MAYBE WE COULD HAVE A BIOMARKER TO DETECT THESE PATIENTS RATHER THAN SEQUENCING THE IRB 4. OKAY, SO I'LL SHIFT GEARS AND I'LL START TALKING ABOUT THE MELANOMA LANDSCAPE BECAUSE NOW WE CAN START USING DIFFERENT TECHNOLOGIES, WE CAN USE WHOLE GENOME AND WHOLE EXOHM SEQUENCING. AND SO THIS IN COLLABORATION WITH THE FOUNDATION OF NIH, ELLIOTT AND STEPHEN PARKER. OUR PILOT, WAS TO FIRST COMPARE LOW PASSAGE CELL LINE TO THE ORIGINAL TUMOR FROM WHICH IT WAS FORMED. SO MELANOMA CELL LINES AND RELATIVELY EASY TO FORM COMPARED TO OTHER SOLID CANCERS, BUT THE MAIN QUESTION IS THE SOMATIC MUTATIONS SIMILAR IN THESE CELL LINES TO THIS ORIGINAL FRESH TUMOR SO WE DID WHOLE GENOME SEQUENCING AS WELL AS WHOLE GENOME SEQUENCING OF THE NORMAL, OF THE BLOOD. THE MAIN POINT TO BE MADE IS THIS WHEN YOU INTERSECT THE SOMATIC MUTATIONS, 90% ARE CONCORDANT WHEN YOU LOOK AT THE COPEINA OF THE MCDS, AT THE CODING REGIONS. SO THIS SUGGESTS THAT THAT IT IS FINE TOO USE THESE LOW PASSAGE CELL LINES, ARRIVED GENOMIC DNA IN ORDER TO LOOK FOR SOMATIC MUTATION SAYS BECAUSE THESE ARE MAINTAINED. WHEN YOU LOOK AT COPY NUMBER VARIATIONS THESE ARE LESS CONKORT ANT, IT'S LESS THAN 80%. BUT WE'RE FOCUSING NOW ON SOMATIC MUTATIONS. SO, TO CONTINUE LOOKING AT A LANDSCAPE WE DECIDE TO DO WHOLE EXOHMS SINCE IT'S MORE PRACTICAL THAN WHOLE GENOMES IT'S MUCH LESS EXPENSIVE. SO WE USE LO PASSAGE DNA TO PERFORM WHOLE EXOHM SEQUENCING OF TUMORS AND THE MATCH NORMALS, WITH ADJUVANT CHOICE SELECT AND LUMENNA SEQUENCING AND THE THIS IS DONE BY SEQUENCING. WE'VE GOT 12 GIGA BASE PER SAMPLE AND THE MEAN DEPTH 180 X OR GREATER, WE GOT OVER 90% COVERAGE, WE ONLY HAD 2.4% FALSE-NEGATIVE RATE AND 81% SENSITIVITY. THIS IS JUST THE STAGES FOR THE DISCOVERY SCREEN. I TOLD YOU WE CAPTURED 14 MELANOMA SAMPLES, WE GOT OVER 5000 SOMATIC MUTATIONS HOWEVER ONCE YOU ASSEMBLE THE DATA AND FILTER IT THROUGH VARIOUS DIFFERENT FELTERS YOU FIND ABOUT 4000 SOMATIC MUTATIONS THAT ARE DIVIDED INTO MISSENSE, NONSENSE, INSERTIONS, DELETIONS AND SINON MOUSE MUTATIONS, SO MUTATIONS THAT DO NOT AFFECT AMINO ACID SEQUENCE AND IT'S IMPORTANT TO CAPTURE THIS BECAUSE THEN CAN YOU LOOK AT THE RATIO OF THE NONSINON MOUSE TO SINON MOUSE MUTATIONS AND IN THIS CASE, IT WAS 221 R 1. WHICH IS WHAT YOU WOULD EXPECT TO CLEAR BY CHANCE, THIS IS WHAT TO EXPECT BY CHANCE, SUGGESTING MOST OF THESE MUTATIONS ARE PATHOGEN MUTATIONS MEANING THEY HAVE A NEUTRAL EFFECT, THEY SHOULD NOT EFFECT THE TUMOR GENESIS PROCESS. OKAY, SO THE CHALLENGE HERE IS PASSENGERS AND WHICH ARE DRIVERS AND WHICH HAVE A ROLL TO PLAY IN TUMOR GENESIS. AND THIS IS AN OPEN QUESTION, MANY PEOPLE ARE WORKING ON THIS, AND NO CLEAR ANSWERS BUT WHAT WE USE ARE STATISTICS BIOINFORMATICS AND FUNCTIONAL IS STUDIES. SO WHEY MEAN BY STATISTICS IS TO LOOK FOR RECURRENT MUTATED GENES, MEANING HOT SPOTS, EXACT SAME MUTATION OCCURRING SEVERAL TIMES IN DIFFERENT SAMPLES, SUCH AS BRAUGHT, HILY MUTATED GENES, NONSINON MOUSE TO SINON MOUSE RATIOS AND THEY SHOULD OCCUR ABOVE THE BACKGROUND MUTATION RATE. SO IF YOU START LOOKING FOR RECURRENT HOT SPOT MUTATIONS MEANING THE SAME EXACT MUTATION WOULD OCCUR IN THESE 2 SAMPLES OR MORE, SO OF COURSE WE FOUND BRASE MODEL, THAT IS A POSITIVE CONTROL, IT'S KNOWN TO BE HOT SPOT MUTATION, BUT I WAS SURPRISED WE FOUND 9 NOVEL GENES WITH REOCCURRING MUTATIONS SO WE VALIDATED THESE IN A LARGER NUMBER OF SAMPLES AND WE FOUND TRAPS WHO HAVE 6 MUTATIONS EXACTLY IN THE SAME POSITION. THE LIKELIHOOD OF THIS HAPPENING IS EXTREMELY LOW, YOU SEE THE P-VALUE THIS, IS BEING SELECTED FOR AND IT PROBABLY AS A FUNCTIONAL EFFECT. NOW THIS PARTICULAR MUTATION WAS ALSO IDEBTIFIED--IDENTIFIED BY RUTH HAL BAN IN YALE AND AS WELL AS A COLLEAGUE HERE AT NCI. AND THIS IS A YOU THIS CLEAR PROTEIN, FUNCTIONS AS PART OF A TRANSFER ACE AND IT'S DISRUPTION CAUSES DEFECTS IN CELL PSYCHE ALTHOUGH PROGRESSION AND OUR FUNCTIONAL STUDIES IN MELANOMA CELLS SUGGEST THE SAME. SO IF WE LOOK AT THE OTHER SIDE, SEARCHING FOR HIGHLY MUTATED GENES WE FOUND 16 SUCH GREENES TAKING INTO ACCOUNT THE SIZE OF THE GENE AND THE BACKGROUND MUTATION RATE AND SO, AGAIN WE LOOK AT THESE 16 GENES AND VALIDATED HEM IN A LARGER NUMBER OF SAMPLES, AND THESE ARE THE 16 IN THIS TABLE. SO FORTUNATELY WE SEE B-RASE MODEL UP HERE ON THE TOP, A GOOD POSITIVE CONTROL BUT ALL OTHER GENES WERE NEVER LINKED TO MELANOMA BEFORE AND THESE ARE THE P-VALUESVALUES AND THIS IS THE PERCENT OF THE TUMORS THAT WERE AFFECT INDEED IN DISCOVERY SCREEN. WHEN WE VALIDATED THIS IN THE LARGER SAMPLE SAID OF 52, YOU SEE THE PERCENTAGES ARE CONCORDANT TO WHAT WE FOUND IN OUR DISCOVERY SCREEN, SUGGESTING THAT OUR METHODOLOGIES IS WORKING SO WE DECIDE TO FOCUS ON GREEN 2 A, THE REASON IS IT'S THE SECOND MOST HILY MUTATED GENE AND IT'S NOVEL. SO WE FOCUSED ON IT AND SCALED IT EVEN MORE SAMPLES, AND THIS IS THE SCHEMEATIC OF ALL THE MUTATIONS THAT WE IDENTIFIED, YOU SEE THERE'S A VERY LARGE NUMBER AND YOU SEE THEY'RE SCATTERED THROUGHOUT THE PROTEIN, WE HAVE NYE 5 NONSENSE MUTATIONS MEANING THESE WOULD BE TRUNCATING THE PROTEIN AND WE ALSO HAVE A FEW PLACES WHERE YOU HAVE RECURRENT MUTATION, THE SAME EXACT MUTATION AND ACTUALLY THIS PARTICULAR MUTATION WAS PREVIOUSLY SEEN IN COSMIC WHICH IS A WELL KNOWN RELIABLE CANCER DATABASE AND THESE 1S IN RED WERE RECENTLY PUBLISHED BY GAR O WAY IN NATURE LAST WEEK, AGAIN SHOWING RECURRENT MUTATIONS ALONG GREEN 2 A. NOW GREEN 2 A IS ANATROPIC GLUTAMATE RECEPTOR UNIT AND I WILL TOUCH BEG YOUR PARDON GLUTAMATE PATHWAY AGAIN LATER IN MY TALK. SO THIS IS A SCHEMEATIC OF GREEN 2 A AND OTHER SUBUNIT GREEN 1 AND THE ADDITIONAL TUE IT IN THIS SCHEMEATIC AND THIS IS REALLY CALCIUM CHANNEL. UPON GLUTAMATE AND GLUE MARIOUS SEEN BINDING, THE CHANNEL OPENS AND CALCIUM ENTERS THE CELL, ACTIVATING AND ENACTIVATING PATHWAYS AND ULTIMATELY WELL WELL--LEADING TO APOPTOSIS. NOW WE DECIDE TO CLONE A FEW – OF THE MUTATIONS IN GREEN TABOO A IN HERE WITH RED ARROWS AND FIRST CHECK THE BINDING OF WHILED TYPE AND MUTANT GREEN 2 A, WITH WILD-TYPE GREEN 1. BY OVEREXPRESSION AND WHAT WE SAW HERE, IS THAT WHEN HAVE YOU THE WILD-TYPE THAT BINDS GREEN 1, THE MUTANT VS REDUCED A NO BINDING TO GREEN 1 EVEN THOUGH THEY ARE EXPRESS INDEED THE LIAISON SATE. SO, SINCE THIS IS INVOLVED IN CALCIUM SIGNAL NOTHING COLLABORATION WITH SILV RA, WE DECIDE TO LOOK AT CALCIUM. SO IF YOU OVEREXPRESS THESE IN CELLS AND ACTIVE RATES WITH NMDA, THIS IS THE PROFILE YOU GET FOR CALCIUM ENTRY. IF YOU OVEREXPRESS THE GREEN 2 A MUTANTS YOU SEE THE DISRUPTION OF THE CALCIUM ENTRY INTO THE CELLS. SO OUR MODEL NOW IS IF THESE DIFFERENT STARS WE NOW HAVE REDUCED CALCIUM ENTRY INTO THE CELLS, LEADING TO SURVIVAL. WHICH IS WHAT YOU WOULD EXPECT IN A CANCER SCENARIO, SO THIS IS JUST PRELIMINARY DATA SHOWING WHEN YOU KNOCK DOWN GREEN 2 A IN CELLS THAT ARE MUTANT FOR GREEN 2A. YOU DO NOT SEE AN EFFECT IN GROWTH. HOWEVER IF DO YOU THIS AND FILL A WILD-TYPE, YOU SEE AN INCREASED GROWTH. THE AND THIS IS ACTUALLY CONSIST WENT GREEN 2 A BEING A TUMOR SUPPRESSOR. SO THIS IS PRELIMINARY BUT CERTAINLY AN INTEREST OF OUR LAB TO FOLLOW UP ON. SO I'D LIKE TO REMIND YOU THAT IN ADDITION TO LOOKING AT SPECIFIC GENES WE ACTUALLY LOOK AT MOST OF THE HUMAN GENES, MOST OF OF THE AXONS SO WE CAN LOOK AT PATHWAYS, AND THE PATHWAY THAT SEEMED TO BE MOST SIGNIFICANT WAS THE GLUTAMATE SIGNALING PATHWAY. SO YOU SEE AT A P-VALUE RIGHT HERE AND GREEN 2 A WHICH I TOLD YOU ABOUT HIGHLY MUTATED AS WELL AS SOME OF ITS SUBUNITS ARE BEFORE WHICH I TOLD YOU ABOUT BEING MUTATEDDED AND THERE HAS BEEN A NATURE MEDICINE PAPER SHOWING THAT THEY INTERACT AND B4 PHOS PORALATES GREEN 2 A AFFECTING ITSELF NEGATIVITY. NOW WE ALSO SEE THESE TO BE MUTATED AND THIS IS A GLUTAMATE RECEPTOR AND PRELIMINARY DATA SUGGESTS THAT IT ALSO BINDS IRB4. SO WE'RE FOCUS NOTHING THIS PATHWAY SINCE WE THINK IT'S RELL VABT FOR MELANOMA SO IN PERRA LEAL TO OUR AXON SCREENS WE HAVE BEEN LOOKING AT THE G-PROTEIN COUPLED RECEPTORS THIS IS THE LARGEST HUMAN GENE FAMILY SO WE HAD TO USE CAPTURE METHODS AND AND SECOND GENERATION SEQUENCING AND 2 PHASES AND THE GENE THAT SEEMED TO BE INTERESTING AND I ALREADY MENTION TODAY IS GRIM 3. SEEM TO BE MUTATED IN 16% AND 15% OF CASES IN 2 DIFFERENT COHORTS. SO AGAIN WE HAVE A GLUTAMATE RECEPTOR HERE, AND IT HAS THE PARTICULAR MINIHOT SPOT SO YOU SEE THIS EXACT SAME MUTATION THAT OCCURS IN HERE IN THE 2 DIFFERENT COHORTS AND AGAIN THE P-VALUE OF THE LIKELIHOOD OF THIS HAPPEN SUGGEST LOW. --HAPPENING IS LOW, BUT IT PROBABLY HAS A FUNCTIONAL ROLE. TO SHOW YOU A QUICK FUNCTIONAL ANALYSIS, YOU SEER WHEN THESE ARE CHECK INDEED MELANOMA CELLS AND ACTIVATED BY AN AGONIST, YOU SEE THAT MIC PHOSPHORYLATION IS INCREASED, SPECS ESPECIALLY BY THE GRIM 3 HOT SPOT RIGHT HERE. --SO 1 STUDY WE DID WAS LOOKAL PULMONARY MICROMETASTASIS FORMATION AND YOU SEE THAT THIS IS INCREASED AFTER TAIL VAIN INJECTION OF CELLS THAT HAVE GRIM 3 MUTATIONS. SO IF HAD IS A PAPER ON GRIM 2 A, YOU SEE ANOTHER PAPER, FACULTYING ABOUT THE GLUTAMATE PATHWAY, SPECIFICALLY IN THIS CASE, GRIM 1, SHOWING THAT IT INDUCES A MELANOMA IN MICE THIS, IS ANOTHER PAPER SHOWING AS WELL BY PEOPLE IN THE NIH SHOWING THAT GRIM 5, AND ANOTHER GRIEWT MATE RECEPTOR WITH THE GENIC MICE AND THIS OUR GRIM 3 PAPER AND THE COMMON DENOMINATOR BEING, AGAIN, THE FLUTE MATE PATHWAY EMPHASIZING ITS IMPORTANCE. SO WHAT ARE WE PLANNING TO DO, AND SO WE PLANNING TO FURTHER DWELVE INTO THE MELANOMA G GENOME. MAINLY BECAUSE WHEN YOU LOOK AT THE FREQUENCY VERSES OTHER SOLID CANCERS YOU DO YOU SEE IT'S EXTREMELY HIGH. IT'S SIMILAR TO LUNG CANCER PROBABLY DUE TO THE UV ETIOLOGY THAT MELANOMA HAS SO WE REALLY NEED MORE SAMPLES TO BE SEQUENCED IN ORDER TO FIND OUT WHICH OF THE--ARE THE PASSENGERS AND WHICH ARE THE DRIVERS. THAT'S WHAT WE'RE DOING. WE HAVE 18 WHOLE EXOHMS, WE HAVE 10 WHOLE DENOMES AND WE CAN MERGE THE DATA AND WE WHO-FIC WE DO THAT WE CAN SEARCH FOR RECURRENT MUTATIONS AND WE'RE FINDING EVEN MORE NTHIS CASE, THE 38, AND AGAIN SEARCH FOR HIGHLY MUTATED GENES AND WE FOUND 15, THE GOOD NEWS IS THAT 7 OF THESE 15 HAVE PREVIOUSLY BEEN LINKED TO MEL AN OHM AND THESE ARE THE 7. BRASE MODEL AGAIN ON THE TOP, SO THIS SUGGESTS THAT OUR METHODOLOGIES IS WORKING. IT ALSO SUGGESTS THAT WE'RE REACHING A PLATEAU, AT LEAST WITH THIS PARTICULAR MELANOMA COHORT. SO WE WILL FURTHER ANALYZE BRASE MODEL HAS RECENTLY HAD AN FDA APPROVED DRUG. AND WE'RE LOOKING FOR TARGETABLE DRIVERS AND THOSE THAT DO NOT HAVE THE BRASE MODEL MUTATIONS SINCE WE'RE LOOKING AT GENOMES WE CAN LOOK AT STRUCTURAL IMPLICATIONS, REARRANGEMENTS, WE CAN LOOK AT NONGENIC TARGETS SUCH AS REGULATORY REGIONS, ENTRONS AND THE GOLD STANDARD WE BELIEVE IS DOING FUNCTIONAL ANALYSIS, SINCE WE'RE DOING THIS IN LOW THROUGH PUT AT THIS POINT, WE'RE FOCUSING ON GREEN 2 A BEFORE AND THE GLUTAMATE PATHWAY AND WE BELIEVE IN GENETIC INTEGRATION ACROSS MELANOMA DATA SETS; THE MANY GROUPS DOING THIS AT THIS POINT, SO WE'RE INTEGRATING DATA, TCGA HAS TAKEN OUT MELANOMA AS WELL. SO THEY'RE RELEASING THEIR DAT AND WE REALLY HOPE THAT INTEGRATION SUCH AS THE 1 SEEN HERE WHERE WE'RE ALREADY INTEGRATE WIDE NICK HEYWARD AND CAN YOU SEE FROM THE OVER THOUSAND MUTATIONS, MUTATED GENES THAT THEY FOUND, 446 ARE FOUND OUR SAMPLES THAT WE HOPE AND THIS WILL HELP US LOOK FOR COMMON DENOMINATORS AND THEREFORE DRIVERS. SO, IF NOW, THE DISEASE IS BEING CATEGORRORRIZED BY CLINICAL AND PATHOLOGICAL ASPECTS. WE HOPE THAT IN THE FUTURE SOMATIC MUTATION SIGNATURES, TELL BE ADDED IT TO THIS PARTICULAR CATEGORIZATION IN ORDER TO HELP DEVELOP MORE TARGETED THERAPIES. AT THIS POINT I WOULD LIKE TO ACKNOWLEDGE MANY PEOPLE, SPECIALLY IN MY LAB, AND THE IN THE 3 STORY AND THIS WAS THE FIRST EXOHM PAPER AND THIS IS ALL THIS INTEGRATION WHICH IS ALSO DONE BY STEPHEN PARKER AND OF COURSE A VERY, VERY, BIG THANK TO YOU DR. ROSENBERG AND HIS GROUP, WITHOUT THESE SAMPLES WE WOULD NOT BE ABLE TO DO THIS WORK AS WELL AS SAMPLE PROVIDERS, AND MANY OTHER PEOPLE AT THE NIH. ELLIOTT MARGUILES AND STEPHEN HELPING US WITH THE WHOLE GENOMES. THANK YOU FOR LISTENING AND I'LL BE HAPPY TO TAKE QUESTIONS. DISCLOSURE FRAMEWORK [ APPLAUSE ]