>> GOOD AFTERNOON. I'M PAUL SEVING, DIRECTOR OF THE NATIONAL EYE INSTITUTE, IT'S MY PLEASURE TO WELCOME FRED GAGE TO THIS AFTERNOON LECTURE AT NIH. ACTUALLY FRED IS BETTER KNOWN AS RUSTY. RUSTY IS HEAD OF LABORATORY OF GENETICS AT THE SALK INSTITUTE. HE RECEIVED A Ph.D. FROM JOHNS HOPKINS IN 1976 AND THEN THEN TRAVELED TO TEXAS, SWEDEN. AND THIN THE GNASH AGED NEURODEGENERATIVE DISEASES. RUSTY'S WORK CENTERS AROUND THE CENTRAL NERVOUS SYSTEM AND THE UNEXPECTED PLASTICITY THAT THE CNS EXHIBITS THROUGHOUT THE LIFE OF ALL MAMMALS. HIS STUDY USES CELLULAR TECH NIEKS ON ENVIRONMENTAL INFLUENCES THAT HELP REGULATE NEUROGENESIS IN THE ADULT. OF COURSE THE NATIONAL EYE INSTITUTE IS PLEASE THAT YOU HAVE FOUND YOUR WAY TO THE NEURAL RETNA AND HAVE SEEN THAT'S A GOOD SYSTEM TO EXPLORE THESE IDEA. HE'S WON NUMEROUS PRIDES IN HIS WORK, A VERY BRIEF LIST IS THE KO SCIENCE PRIZE, THE CHARLES DANA AWARD, METROPOLITAN AWARD AND THE EPISON PRIZE FOR NEUROPLASTICITY. HE'S A TRIPLE THREAT IN THAT HE HOLDS MEMBERSHIP, WAS ELECTED TO MEMBERSHIP IN THE NATIONAL ACADEMY OF SCIENCES, THE INSTITUTE OF MEDICINE AND NATIONAL ACADEMY OF SCIENCES. ANOTHER IS HE'S PREVIOUS LISTEN BY PRESIDENT FOR SOCIETY FOR NEUROSCIENCE AND PRESIDENT ELECT OF THE INTERNATIONAL SOCIETY FOR STEM CELL RESEARCH. PERHAPS FOR US TODAY A FINAL MEASURE OF HIS WORK ON PLASTICITY IS THAT HE'S DEMONSTRATING THAT TODAY AND GIVEN THE WAL IS LECTURE THE WEDNESDAY AFTERNOON LECTURE ON THURSDAY. SO PLEASE WELCOME DR. GAGE IN NEURAL PLASTICITY IN THE ADULT MAMMALIAN BRAIN. [APPLAUSE] >> THANK YOU VERY MUCH FOR THAT KIND INTRODUCTION. PLEASURE TO BE BACK. I HAVEN'T BEEN BACK TO NIH IN A WHILE. AND WHILE I WAS THINKING ABOUT THE TYPE OF LECTURE THAT I WOULD GIVE HERE I DECIDED THAT I WOULD GIVE A DUAL TALK, ONE A BRIEF UPDATE ON THE WORK WE HAVE BEEN SPENDING MUCH OF OUR TIME THE LAST 15 YEARS DOING ON ADULT NEUROGENESIS AND PLASTICITY, TO REFRESH Y'ALL WHAT I'M INTERESTED IN. IN THAT REALM WHERE WE'RE GOING. BUT THEN I'LL DIVERGE A BIT AND TALK ABOUT SOMETHING THAT WE'RE SPEND MORGUE TIME ON IN MY LABORATORY SPINNING OUT OF WORK THAT INITIALLY WAS STARTED AS A FUNCTION OF OUR WORK IN ADULT NEUROGENESIS. I THINK STUDENTS AND POST-DOCS IN THE LAB MAYBE JUNIOR INVESTIGATORS, MAYBE EVEN SENIOR INVESTIGATORS, IT'S AN INTERESTING LESSON PRORKING ON ONE PROJECT, GOING DEEP TO TRY TO UNDERSTAND MORE ABOUT IT AND THEN YOU HAVE SOME SERENDIPITOUS FINDENING YOUR LAB AND IT LOOKS INTERESTING AND YOU THINK TO YOURSELF, SHOULD I FOLLOW THIS UP? IT'S KIND OF RISKY, OR SHOULD I STICK WITH WHAT I'M DOING. WHERE IT'S SAFE AND I CAN GET SOME SUCCESS. SO WE STARTED THIS SECOND PART OF MY TALK ABOUT EIGHT YEARS AGO. AND I'LL TELL YOU ABOUT THIS TRANSITION POINT AND WHERE WE ARE ON THIS JOURNEY OF TRYING TO FIND OUT SOMETHING SOMETHING WE OR I DIDN'T KNOW MUCH ABOUT AT ALL. THE FIRST PART OF THIS TALK DEALS WITH -- I MUST SAY THAT WHERE I AM IN THIS OTHER AREA IS REMINISCENT HOW I STARTED IN THIS AREA OF ADULT NEUROGENESIS WHERE EARLY ON THE QUESTION WAS WHETHER OR NOT THERE REALLY ARE CELLS DIVIDING IN THE ADULT NERVOUS SYSTEM AS THIS HAD NOT BEEN ACCEPTED WELL AS A UNDERLYING PRINCIPLE WITHIN ADULT NEUROBIOLOGY. REASON FOR THIS LACK OF ACCEPTANCE IS BECAUSE MANY NOT BEING NEUROBIOLOGISTS ACCEPT THE REALIZATION THAT THE BRAIN IS COMPLICATED, MORE COMPLICATED THAN ANY OTHER ORGAN BUT AT LEAST YOU KNOW THAT THE PRINCIPLE CELLS IN THE CENTRAL NERVOUS SYSTEM ARE THESE NEURONAL STRUCTURES WITH LARGE CELLS WITH MANY PROCESSES AND OUTRAGEOUS NUMBERS WE GIVE TO THEM, HUMANS HAVING ON THE ORDER OF 100 BILLION NEURONS AND 100 TRILLION CONNECTIONS BETWEEN THEM. AND THE QUESTION WAS HOW COULD -- AND ALSO THE BRAIN BEING STRUCTURED WHICH IS INVOLVED IN OUR SENSORY AWARENESS, OUR ABILITY TO THINK AND COMMUNICATE WITH EACH OTHER, SO THE IDEA THAT THERE WERE CELL OR NEURONS IN THE BRAIN THAT COULD DIVIDE AND GIVE RISE TO NEW NEURONS WAS MET MET WITH CONCERNS AND SKEPTICISM THAT A CELL THIS COMPLEX COULD DIVIDE AND GIVE RISE TO ANOTHER CELL WITH CONNECTIONS. THE TRUTH IS THAT THAT DOESN'T HAPPEN IN THE ADULT NERVOUS SYSTEM BUT RATHER THERE ARE STILL CELLS THAT PERSIST IN THE ADULT NERVOUS SYSTEM THROUGHOUT LIFE. SO THAT'S ONE OF THE ISSUES SO NEURONS DON'T DIVIDE. OTHER AREAS THEY DON'T DIVIDE EVERYWHERE. SO CELLS ARE NOT JUST DIVIDING EVERY IN THE ADULT BRAIN BUT THE RESTRICTED TO TWO AREAS OF THE BRAIN. ONE AREA, STRUCTURE CAWBED SUB VENTRICULAR ZONE, THE LINING OF SUB VENTRICULAR ZONE IS MADE UP OF A NICHE OF CILIATED CELL AND PROGENITOR AND GLIAL CELLS THAT PERSIST THROUGHOUT LIFE IN THIS SUB VENTRICULAR STRUCTURE, PERIODICALLY THE NEURAL PROGENITOR CELL MIGRATES OVER A LOOK DISTANCE IN FACT TO THE OLFACTORY BULB WHERE THEY TURN PERPENDICULARLY AND DIFFERENTIATE INTO GRANULOCELLS, SOME DO, AND THE REST BYPASS THROUGH THIS -- THESE LARGE MITRAL ENTUFTED CELLS TO THE GLAMIUOS WHERE THEY DIFFERENTIATE TO NEURONS. THIS PROCESS CONTINUES THROUGHOUT LIFE AND IN MICE THEY HAVE DONE SOME COLLEAGUES IN JAPAN HAVE DONE AN INTERESTING STUDY DOING LINEAGE TRACING SAW SAYING THE STRUCTURE TURNS OVER 1 MILLION TIMES IN THE ADULT MOUSE. A SIGNIFICANT TURN OVER. THE OTHER AREA THIS OCCURS AND WHERE I SPENT MOST EFFORT IS IN THE STRUCTURE CALLED THE HIPPOCAMPUS AND THIS IS AN AREA OF THE BRAIN INVOLVED IN LEARNING AND MEMORY. PARTICULARLY IN THE ACQUISITION OF NEW MEM RIS AN RECOLLECTION OF OBJECTS RELATED TO EACHER. SO THE FUNCTION IS INVOLVED IN PATTERN SEPARATION. HIPPOCAMPUS TAKES INFORMATION FROM LOTS OF SENSORY MODAL DITIES AND BRINGS THEM TO THE HIPPOCAMPUS WHERE IT'S STORED IN THE CORTEX. THE THESE NEWLY BORN CELLS OCCUR IN THE DENT ATE WHERE THEY SIT AT THE BASAL AREA AND THEY PROLIFERATE IN CLUSTERS AND GIVE RISE TO NEWBORN NEURONS SOME WHICH DIE, OTHERS INTEGRATE TO CIRCUITRY. WE NOW KNOW IN ALL STRUCTURES AND MAMMALS TO DATE HAVE SHOWN NEUROGENESIS AT LEAST IN THE HIPPOCAMPUS. THERE STILL REMAINS SOME QUESTION IN THE SUB VENTRICULAR ZONE OF THE OLFACTORY BULB WHETHER OR NOT NEUROGENESIS OCCURS BUT IN THE HIPPOCAMPUS IT DOES OCCUR. THIS IS A VARIETY OF WAYS ONE MONITORS THIS. EARLY ON WE USED BROAM DEOXI URIDINE USED IN CANCER STUDIES TO LABEL PROLIFERATING CANCERS BUT THAT IT DOES GO TO CENTRAL NERVOUS SYSTEM WELL AND INCORPORATED INTO THE DNA DIVIDING CELLS. THIS ALLOWS AS A FATE MARKER TO SEE WHICH CELLS SURVIVED AND WHERE THEY R. HERE IS AN ADULT RAT TWO MONTHS AFTER INJECTION OF BRDU IN EACH OF THESE BLACK DOTS, SHOW AS NEWLY BORN CELL BORN IN THE ADULT ANIMAL AND SURVIVED AT LEAST TWO MONTHS. THERE IS A WAY TO QUANTITATE HOW MANY NEW CELLS ARE COMING TO THE SYSTEM BUT WE HAVE MORE RECENTLY DEVELOPED THE USE OF A RETROVIRUS AS A WAY TO TAG THE THE CELLS GENETICALLY SINCE THE MILLENNIUM INTEGRATES INTO CELLS THAT ARE UNDERGOING CELL DIVISION BECAUSE IT DOESN'T HAVE AN IMPORT MACHINERY TO IT, YOU CAN USE THIS TO CATCH DIVIDING CELLS AND THEN LABEL THEM. THIS WAY YOU CAN OBSERVE THE DENDRITES IN THE SPINES AND USE THIS VECTOR AS WELL TO KNOCK DOWN GENES OR OVEREXPRESS GENES SO IT'S A USEFUL TOOL FOR FOLLOWING ACTIVITY, THREE DAYS AFTER INJECTION OF THE FLAT POLARIZED IN A HORIZONTAL MANNER, BY SEVEN DAYS THEY ORIENT. BY 14 DAYS THEY HAVE POLARIZED INTO THIS AREA CALLED THE MOLECULAR AIR AND THEY SEN THEIR AXON OUT TO THE TARGET AREA WHICH IS THE CA-3 AND BY 21 DAYS THEY HAVE SPINES AND ARE STARTING TO MAKE MORPHOLOGICAL CONNECTS WITH EACH OTHER. BY DAY 28 THEY ARE ELECTROPHYSIOLOGICALLY ACTIVE, YOU CAN PATCH CLAMP THE CELLS AND SHOW THEY'RE ACTIVE. THE PROCESS OF NEUROGENESIS IS NOT A NEURON IS BORN BUT RATHER GOES THROUGH QUITE A RANGE OF CHANGES AND DOESN'T FULLY MATURE FOR ANOTHER MONTH SO IT TAKES EIGHT WEEKS FOR THESE CELLS, THE CURRENT THINKING OF THIS IN THE PERIOD BETWEEN 21 DAYS AND 48 DAYS WHEN CELLS ARE UNIQUELY ACTIVE AND THEY'RE HYPEREXCITABLE AT THIS STAGE. THAT'S AN IMPORTANT FEATURE IN WHY THEY PERSISTED THROUGHOUT LIFE IN ALL THESE MAMMALIAN CELLS. THIS IS A PICTURE OF -- WE THINK ABOUT WHY -- HOW COULD THIS SMALL NUMBER OF NEW CELLS BEING GENERATE IN A STRUCTURE IMPACT ON BEHAVIOR. EEF ONE OF THESE GREEN CELLS CORRESPONDS TO A CELL BORN IN THE DENTTE OF ADULT ANIMAL WITHIN A THREE AND A HALF HOUR PERIOD OF TIME BECAUSE THE SINGLE INJECTION OF A VIRUS THAT'S FIVE TIMES TEN TO THE SEVENth AND IT DEGRADES RAPIDLY SO THESE CELL WERE BORN TWO MONTHS AGO, THIS IS A SECTION THROUGH THE ENTIRE HIPPOCAMPUS REPRESENTING NEW CELLS. HERE THEY HAVE SURVIVED AT LEAST TWO MONTHS. THEY HAVE THE NICE DENDRITES RECEIVED INPUT FROM AROUND THE CORTEX AND ALL OF THIS CORRESPONDS TO THE AXONS HERE YOU GET A BETTER IMAGE HOW THEY IMPACT THE WHOLE STRUCTURE ITSELF. THIS PROCESS OF NEUROGENESIS IS NOTS STABLE THROUGHOUT LIFE BUT RATHER IS HIGHLY REGULATED BY A VAIRT OF EVENTS INCLUDING PHYSICAL ACTIVITY VARIETY OF NEUROGENESIS CAN INCREASE, AND EVERY MODEL I LOOKED AT THERE'S DECREASE IN NEUROGENESIS, IN HUMAN ANIMALS BUT THE PROBLEM IS WE DON'T KNOW YET WHETHER OR NOT THIS DECREASE IN NEUROGENESIS IN SOME OF THESE ANIMAL MODELS FOR EXAMPLE IS CAUSED BY THE MUTATIONS OR WHETHER OR NOT IT'S CAUSED BY SOME CHANGE IN THE BEHAVIOR OF THE ANIMAL THAT CONSEQUENTLY RESULTS IN A DECREASE. ONE OF THE MOST ROBUST PHENOM NONA ONE HAS SEEN IN THIS AREA WAS SOMETHING HENRY VAN PRAGUE DISCOVERED IN OUR LAB MANY YEARS AGO. IF YOU TAKE A NORMAL HEALTHY MOUSE AND PUT THEM ON A TREADMILL ACTUALLY PUT THEM IN RUNNING WHEELS, THIS IS MANUFACTURED, AND WE'VE USED OUR MAC TO PHOTO SHOP THIS. THIS IS NOT A REAL TILE, WE DON'T ACTUALLY MAKE THAT BUT THERE'S A LINEAR CORRELATION BETWEEN THE NUMBER OF -- THE DISTANCE RUN AND THE NUMBER OF NEW CELLS, THIS HOLDS UP, TURNS OUT IN A VARIETY OF SPECIES. AND ALSO MORE RECENTLY A LOT OF WORK BEING DONE IN HUMANS SHOWING CHANGES IN HIPPOCAMPAL VOLUME WITH PHYSICAL EXERCISE. SO THERE'S A WHOLE AREA OF RESEARCH THAT CONTINUES ON THIS VEIN BUT NOW I'M GOING TO START TAKEING YOU OFF IN THIS OTHER TANGENT. AND IT BEGAN AS WE DEVELOPED PROCEDURES TO ISOLATE THESE CELLS FROM THE ADULT NERVOUS SYSTEM, TO STUDY THEIR PROPERTIES IN VITRO. OUR OBJECTIVE HERE WAS TO LEARN MORE ABOUT THE CELL AND MOLECULAR BIOLOGY HOW THESE CELLS BEHAVE. WE DEVELOPED TECHNIQUES TO ISOLATE CELLS WITH GRADIANT FROM ANYWHERE IN THE ADULT BRAIN. PULL DOWN A POPULATION, FEED THEM INTO CULTURE, WITH FGF-2 UNDER A SERUM FREE CONDITION. WHEN WE DO THAT THEY GROW INDEFINITELY BASICALLY AS STEM CELLS AND THIS IS HOW WE DETERMINE THEY WEREN'T STEM CELLS BY VIRTUE OF ABILITY TO SELF RENEW AND GIVE RISE TO NEURAL IMAGES BUT THESE CELLS WERE ALSO CLONABLE SO WE CAN TAKE INDIVIDUAL CLONES AND PUT THEM IN A DISH B AND THEY'LL GROW AS CLONES. WE USE THE RETROVIRUS TITER TO PULL OUT CLONES THAT ARE DIFFERENT COLOR AND THEN WE CAN DO SINGLE CELL, EXPAND THE CLONE UP INAND DO A SOUTHERN BLOT AND SHOW THAT THE EXPANDED CLONE IS ALL DERIVED FROM THE CELL WITH A SINGLE INTEGRATION SITE. SO THIS IS OUR WAY OF CLONALLY MOLECULAR CLONING OF THE CELLS. WE CAN DO THIS INDEFINITELY WITH MULTIPLE CLONES CONFIRMING THAT THEY DO HAVE P STEM CELL PROPERTIES. WE ALSO ESTABLISH CONDITIONS WHERE WE CAN TAKE INDIVIDUAL CELLS AND CULTURE AND THEY'LL DIVIDE OR THEY'LL SURVIVE AND IN THIS CASE IT'S WITH WITH FGF-2 AND A PROTEIN THAT WE HAD ISOLATEED FROM THE CONDITION MEDIA THAT WHEN WE GIVE IT BACK TO THE CELLS IT MAINTAINS THEM AT THIS LOW DENSITY AND THEY'LL PERSIST AS THESE CELLS FOR LONG PERIODS OF TIME AND THEY'LL DIVIDE AND YOU CAN SAY THEY'RE DIVIDING SYMMETRICALLY AND RETAINING THEIR STEM CELL PROPERTIES SO THEY ARE SELF-RENEWING. DOWN HERE, I DON'T KNOW IF YOU CAN SEE IT THE HOURS, THIS IS THE NUMBER OF HOURS IT TAKESCH THESE CELLS DIVIDE INDEFINITELY. UNTIL THEY REACH A POINT WHERE THEY'RE CONFLUENT, THEY COME IN CONTACT WITH EACH OTHER AND DIFFERENTIATE. WHAT WE WANTED TO KNOW WHAT WERE THE MOLECULES THAT WERE IMPORTANT, THE -- DEFINE THESE CELLS IN THESE DIFFERENT STATES. WE DEVELOPED CONDITIONS WHERE WE COULD TAKE THE STEM CELL WE COULD DEFINE BY A VARIETY OF FACTORS AN MAIN THE STEM CELLS WITH THESE FACTORS AN SWAP TO OTHER CONDITIONS WE CAN MAKE A PURIFIED POPULATION OF NEURONS, OLIGODENDROCYTES AND ASTROCYTES. AND WITH THE CCG WE CAN KEEP THEM IN A VERY SPECIAL CONDITION. SO BY VIRTUE OF BEING ABLE TO DIFFERENTIATE THE CELLS INTO ALL THESE DIFFERENT LINEAGES AS WELL AS MAINTAIN THEM AS STEM CELLS, WE DEVELOPED A -- WE DEVELOPED -- SET UP EARLY MICROARRAY, IN THESE EARLY DAYS USE GLASS MICROARRAYS AS SOME OF YOU MAY REMEMBER AND YOU HAD TO MAKE YOUR OWN. IN THOSE DAYS THE ARRAYS WERE MADE UP OF COMPLETE GENOMIC MATERIAL SO WE DIDN'T MASK OR REPEAT AREAS. THIS IS PRETTY MUCH EVERYTHING THAT WE WERE SCANNING FOR, THAT MIGHT BE EXPRESSED WITHIN THESE CELLS AND THEIR DIFFERENT LINEAGES. A SPECIAL LINEAGE WE WERE LOOKING AFTER IS ONE THAT WAS FGF-2, CCG, THESE CELLS WERE COMMITTED TO BECOME NEURONS BUT THEY WERE STILL DIVIDING SO THIS PURIFIED LOW DENSITY NEUROGENIC POPULATION WE WERE PARTICULARLY INTERESTED IN, WE DID THE ARRAYS, FOR THIS POPULATION AND SUBTRACTED THE GENES EXPRESSED VERSUS NEURONS, ASTROCYTES, OLIGODENDROCYTES AS WELL AS AUTHENTIC HETEROGENEOUS STEM CELL POPULATION. AND THE GENES THAT CAME UP IN THE FIRST NINE GENES E PRESSED TOP ARRAYS IN THE ARRAY, WERE THESE SEQUENCES HERE. SO PARTS OF LINE ELEMENTS OR TWO WITH THE ENDONUCLEASE COMPONENT. AND VIN WAS DISAPPOINTED IN THIS BECAUSE SHE WAS LOOKING FOR CONONCAL WINT SIGNALS OR NOTCH SIGNALING OR BNPs THAT MIGHT BE OF SIGNIFICANCE AND WHAT SHE GOT WAS WHAT HAD PREVIOUSLY BEEN CONSIDERED JUNK BY SOME AND BUT MOBILE ELEMENTS NEVERTHELESS. WHAT ARE LINE ELEMENTS? WE HAVE TO GIVE CREDIT AMONG OTHERS TO THINKING ABOUT THESE GENOMIC DNA TO BARBARA MCCLINTOCK WHO IN THE LATE 40s IDENTIFIED THE FACT THAT THERE WERE TRANSPOSEONS MOBILE WITHIN THE DNA OF MAYS. AND A SIGNIFICANT AMOUNT OF RECK IN ADDITION WAS GIVEN OVER THE YEARS BUT THERE WAS ALSO SOME RESISTANCE TO THIS -- THE IMPORTANCE THAT THIS MIGHT PLAY. AND READING BACK THROUGH SOME OF HER WRITING IT WAS CLEAR THAT IN ADDITION TO JUST THE DEMONSTRATION TECHNICALLY OF THE MOBILITY OF THESE GENES IN THE GENOME SHE EYE POT SIZED THAT THESE MOBILE ELEMENTS MAY PLAY SOME ROLE IN DEVELOPMENT, MAY PLAY SOME ROLE IN GENE REGULATION. IT WAS THIS THAT WAS MET WITH MORE RESISTANCE THAN THE FACT THAT THEY WERE JUMPING. I THINK THIS PART IS SOMETIMES MISUNDERSTOOD. LESLIE ORGILL AND FRANCIS CRICK DESCRIBED A LOT OF HIGH GENOMIC MATERIAL, JUNK DNA AND RICHARD DOKINS DISDISCUSSION OF THE SELFISH GENE CAST AS LIGHT ON MOBILE ELEMENTS LESS INTERESTING THAN THEY MIGHT BE TO OTHERS. BUT WE LOOK AT THE SEQUENCES OF THE HUMAN GENOME AND LOOK AT THE TOTAL AMOUNT OF DNA THAT'S ATTRIBUTABLE TO THESE ELEMENTS. THE NON-CODING -- THE NON-LTR LINE ELEMENT ACCOUNT FOR 17% OF THE ENTIRE DNA WITHIN THE HUMAN GENOME. 2% IS CODEINE SEQUENCE. AND MANY OF THESE OTHER SEQUENCES LIKE ALLUDES, GENES DNA TRANSPOSEON, ACCOUNT FOR TOTALLY OVER 50% OF THE TOTAL GENOME IS MADE UP OF ELEMENTS, THESE REPEAT ELEMENTS THAT ARE ONE WAY OR ANOTHER ATTRIBUTABLE TO THESE MOBILE ELEMENTS WITHIN THE GENOME. THE EVOLUTION OF THIS AND HOW IT CAME THAT WAY IS A FASCINATING AREA OF INVESTIGATION THAT IS NOT FULLY UNDERSTAND CURRENTLY. AND THE ONES WE'RE PARTICULARLY INTERESTED IN ARE THESE LINE ELEMENTS. THESE ARE LONG INTERSPERSED NUCLEOTIDE ELEMENTS. IT'S ESTIMATED DEPENDS ON HOW YOU LOOK AT THE SEQUENCES IN THE GENOME AS BEING REVISED ALL THE TIME, THAT THERE ARE AT LEAST 150 ACTIVE ELEMENTS, THAT MEANS FULL LENGTH ELEMENTS. AND IN HUMANS, AND OVER 3,000 IN MICE. SO WHAT IS THE MECHANISM JUST TO PUT THIS IN VERY GENERAL TERMS WHAT THE THINKING IS AB HOW THEY FUNCTION, THERE ARE 6.2 KB, THE FULL LENGTH ACTIVE ELM, A FIVE PRIME PROMOTER UNTRANSLATED ORF-1 WHICH IS A RNA BIND PROGRESS TEEN AMONG OTHER THINGS THAT IS THE -- IS ORF 1, ORF 2 CONTAINS ENDONUCLEASE AN REVERSE TRANSCRIPTASE. INTERESTINGLY THIS TRANSCRIBES THE RNA AND THE TRANSLATED PROTEINS THEN BIND BACK ON TO THE RNA AND ORF-1 ACTING AS A RNA BINDING PROTEIN, ALSO RECRUITS IN THE ENDONUCLEASE AND REVERSE TRANSCRIPTASE. WHEN THE CELL WAS UNDERGOING DIVISION THIS RIBONUCLEAR COMPLEX IS TRANSPORTED TO THE NUCLEUS THROUGH NOT YET WELL UNDERSTOOD MECHANISMS WHERE THE NUCLEASE CAN NICK THE DNA AND REVERSE TRANSCRIPTASE TURN IT IS RNA BACK TO DNA AND THIS CAN INSERT WITHIN THE GENOME. NOW, REPEAT THE FACT THAT THIS PROCESS IS MUCH -- AS MUCH AS IT'S MOSTLY THOUGHT OF TO OCCUR WHEN THE CELL IS UNDERGOING CELL DIVISION, THERE'S SOME EVIDENCE THAT IT CAN HAPPEN IN A NON-DIVIDING CELL BUT MOST EVIDENCE SPORES IT REQUIRES A DIVIDING CELL FOR THIS TO OCCUR. THAT'S JUST THE -- ANOTHER PIECE OF THIS IS THIS MACHINERY CAN ALSO BE USED ON LINES TO REGULAR mRNA AND SIGN ELEMENTS CAN USE THIS MACHINERY TO BE HIJACK SOD THEY CAN BE INSERTED IN THE CENTRAL NERVOUS SYSTEM AS WELL SO THE LINE ELEMENT IS ONE ELEMENT THAT HAS THIS CAPACITY FOR REINSERTION. SO WE TOOK ADVANTAGE OF A METHOD OR TECHNIQUE OR MARKER SEQUENCE DEVELOPED BY JOHN WARREN AND (INDISCERNIBLE) LAB TO TAKE A HUMAN ARTIFICIAL LINE ONE AND PUT A GFP WITH AN INTRON FLANKED BY ACCEPTOR SITES INTO THE THREE PRIME END. THE ADVANTAGE IS ONCE THE RNA IS TRANSCRIBED THE INTRON IS DELETED T RNA FUSES WHEN THE COMPLEX IS MADE AND INSERTED YOU GET GFP OFF OF THE DNA SEQUENCE WHICH IS INSERTED BACK IN THE GENOMES SO THIS TB USED AS A MARKER NOT ONLY FOR WHETHER OR NOT THIS IS EXPRESSED BUT WHETHER OR NOT IT'S INSERTED IN THE GENOME. USING THIS MARKER WE TESTED OUR NEURAL PROGENITOR CELLS IN CULTURE. WE COMPARE THIS TO FIBER BLAST, MEZ CHIEMAL STEM CELLS AND OTHER STEM CELLS AND THE OTHER ONES WE SAW GFP EXPRESSING CELLS WERE IN THE NEURAL PROGENITOR CELLS AND ONLY WHEN WE INFECTED THEM AT THE LAST STAGE OF THEIR CELL DIVISION. WHEN THEY WERE HIGHLY PROLIFERATIVE IN THE NON-CCG STATE OR MIX THE STEM CELL STATE VERY LITTLE. WE CAN PROVE THIS BY SHOWING THE SMALLER PIECE, DELETED PIECE EXISTS IN THE GENOME OF THESE MPCs AT THIS STATE. NOW, IN VITRO WE DID EXPERIMENTS WITH IN VITRO AND WE WANTED TO MAKE SURE THAT THE INSERTIONS WERE -- THIS IS A PHENOMENON WORTH HAPPENING, I SHOULD SAY WE CONFIRMED THE MICROARRAY EXPERIMENTS WITH PCR SHOWING IT WAS ACTUALLY THESE CELLS DID MAKE A LOT OF THE LINE SEQUENCES THAT WE SAW. IN FACT, QUITE SURPRISINGLY AT THIS TWO DAY, THREE DAY STAGE AFTER THE CELLS ARE BEGINNING TO DISSESHIATE WITH THE NEURONS ONE OF THE MOST ABUNDANT RNA TRANSCRIPT ARE THE LINE TRANSSCRICTS. WHETHER THE TISSUE DULLTURE ARE REAL, WE MADE A CONSTRUCT WITH FLANKING AREA EXPRESSED. ONE OF THE MOST GREAT FUND FOR US WHEN WE TOOK THE ADULT BRAIN TISSUE AND EXAMINED IT AND WE SAW GREEN CELLS THROUGHOUT THE CENTRAL NERVOUS SYSTEM IN THE STRIATUM AND CEREBELLUM, HAD BEAUTIFUL MORPHOLOGY OT CELLS. AND IN AREAS BUT THEY WERE NOT EXPRESSED IN ASTROCYTES IN OUR HANDS OR IN MICROGLIA BUT ONLY RATHER OR OLIGODENDROCYTES FOR THAT MATTER BUT REALLY ONLY IN NEURONS. WE COULD DO LASER CAPTURE, SINGLE CELL LASER CAPTURE AND CONFIRM THESE GREEN CELLS HAD INSERTIONS AS APPROPRIATELY WHEREAS NEGATIVE CELLS IF YOU JUST TAKE IT OUT THERE YOU WOULDN'T SEE THIS. SO SUGGESTING THESE WERE AUTHENTIC INSERTIONS OCCURRING IN VIVO. WHERE DO THEY GO? THIS IS EARLY WORK TRYING TO ADDRESS THE QUERKS TWO MAIN QUESTIONS IN THIS IS DOES THIS REALLY OCCUR, WHERE DOES IT OCCUR, AND WHAT IMPACT MIGHT IT HAVE. AND THIS WAS SOME OF THE EARLY EFFORTS IN VITRO TO DO THAT USING REPORTER CONSTRUCTS. SO ONE OF THE THINGS THAT WE COULD DO WITH THESE CLONES WAS TO GROW UP CLONES INDIVIDUALLY AND THEN USE INVERSE PCR USING SEQUENCES WITHIN THE LINE ELEMENT SEQUENCING OUT FROM THE LINE ELEMENT AND WE COULD IDENTIFY WHAT GENE WILL BLAST THE SEQUENCES BACK TO THE GENOME AND IDENTIFY WHERE THE LINE INSERTED WITHIN THE GENOME OF THAT CLONE OF CELLS. WE HAVE DONE THIS FOR ABOUT 50 INDIVIDUAL CLONES AND A LOT OF THE GENES ARE NEURONAL OR HAVE NEURONAL FUNCTION REPORTED, NEURONAL FUNCTION, SOME HOUSEKEEPING AND CERTAINLY OTHER GENES AS WELL. THIS CAN BE ART FACTUAL BECAUSE WE ARE GROWING THE CELLS AS NEURAL PROGENITOR CELLS SO LIKELY NEURAL RELATED GENES ARE OPEN, THEIR CHROMATIN IS MORE OPEN AT THAT STAGE, MAYBE THAT'S A REASON WHY INSERTIONS OCCUR IN THOSE AREAS. THAT'S A CAVEAT IN THE DESCRIPTION, DISCUSSION OF THAT. CAN LINE INSERTION CHANGE GENE EXPRESSION? SO ONE OF THE WAYS THAT WE HAVE DONE THIS WITH SEVERAL GENES IS TO IDENTIFY WHERE THEY HAVE INSERTED AND DETERMINE WHETHER OR NOT THERE'S ANY PHENOTYPE. HERE IS ONE EXAMPLE USING PSD 93 AS INSERTION SITE SO WE MAPPED THE LINE JUMPED TO THE PROMOTING 5 PRIME IS PSD-93. WE CHOSE THIS ONE TO TALK ABOUT BECAUSE THIS CLONE CL-22 SHOWS AN OVEREXPRESSION OF PST-93 UNDER NORMAL STEM CELL CONDITIONS WHEREAS IN WHY WILD TYPE IT'S NOT THERE. BOTH RNA IN TERMS OF PROTEIN. ALSO BECAUSE THIS CLONE WHEN WE DIFFERENTIATE THESE CELLS WITH RETINOIC ACID WHICH IS OUR GENERAL WAY OF DIFFERENTIATING CELLS WHEN WE PULL FGF AWAY, NORMALLY THE WILD TYPE POPULATION GIVES ABOUT 60% NEURONS GLIA AND UNDIFFERENTIATED OR UNIDENTIFIED CELLS BUT THIS CLONE WITH THE SAME CONDITION DIFFERENTIATED MOSTLY INTO NEURONS. SO TO EXAMINE THAT WE CLONED THE RAT VERSION, THESE ARE RAT CELLS, AND OVEREXPRESSED PFD-93 INTO THESE CELLS AND COULD EVIDENCE THE FACT THEY SHOWED A GREATER PROPENSITY FOR GIVING RISE TO NEURONS. AND THEN WHEN HE WE KNOCK DOWN PST-93 IN THE CL-22 CLONE, WE RESCUED SOME ELEMENTS OF THE PHENOTYPE, LESS NEURONS SO SUGGESTING THE FACT THAT ONE INSERTION OR THIS PARTICULAR INSERTION BY VIRTUE OF THIS CLONE WAS HAVING SOME EFFECT ON THE FATE OF THE CELLS. CONTROLLING ALL OF IT BUT MIGHT HAVE SOME CONTROL. THIS IS A SMALL REDUCED SLIDE SO HARD TO READ BUT THE POINT HERE IS WHAT ARE THE CONSEQUENCES OF INSERTION? THE CONSEQUENCES CAN BE MULTIPLE, THEY COULD INSERT IN A CODING SEQUENCE INTERRUPTING THE FUNCTION OF A GENE. THEY CAN INSERT INTO NON-CODING SEQUENCES WHICH WOULD RESULT PERHAPS IN CHANGING SPLICE VARIATION THEY CAN ADD POLYA TAILS TO ELONGATE THE SIZE OF A GENE, ONE INTERESTING FEATURE THE LINE ELEMENT HAS INTERNAL PROMOTERS THAT EXPRESS IN BOTH DIRECTIONS SO THIS AFFORDS THE OPPORTUNITY FOR SOME INTERESTING MISCHIEF ON THE PART OF THESE LINE ELEMENTS WITH JUST NON-CODING SEQUENCES INDEPENDENT OF WHETHER OR NOT THEY INSERT AND THEN AS I'LL SHOW YOU LATER THEY MIGHT HAVE SOME IMPACT ON EPIGENETIC PHENOMENA THROUGH THEIR IMPACTS ON METHYLATION. SO EVERYTHING I HAVE TALKED ABOUT SO FAR IS USING THIS REPORTER CONSTRUCT AS A METHOD OF LOOKING AT IT. AND OF COURSE THAT HAS ADVANTAGES BUT IT ALSO HAS DISADVANTAGES. ONE DISADVANTAGE, IT'S A SINGLE REPORTER AND THE MICE THAT WE HAVE BEEN LOOKING AT THERE ARE 3,000 ELEMENTS SO WE'RE JUST LOOKING AT THE TIP OF THE EXPERIMENT HERE. WE WANTED TO DEVELOP METHODS TO LOOK AT THE ENDOGENOUS LINE ELEMENTS AND THE FIRST WAY THAT WE CHOSE TO DO THAT WAS DEVELOPED BY ANY COAL COFELL AND CAROL MARCETA IN THE LAB. THIS IS A RECENT ELABORATION ON THAT METHOD BY MIKE MCCONNELL WHERE HE TAKES INDIVIDUAL CELLS AND USES AN ANTIBODY TO NEW ENDS AND SORTS THE CELLS, PLACE IT IS CELLS IN A 96 WELL PLATE AND DOES THE SAME TISSUES FROM HEART, LIVER AND OTHER TISSUES. HERE IS THE THEORY IS THAT IF IN FACT THERE ARE LINE ELEMENTS AND THERE'S 3,000 OF THEM ACTIVE IN THEY ARE JUMPING TO THE DNA INTO THE GENOME THEN YOU MAYBE ABLE TO PICK UP A COPY NUMBER VARIANT, YOU MAYBE ABLE TO PICK UP A CHANGE IN THE TOTAL AMOUNT OF DNA IF YOU USE PRIMERS FOR THE LINE ELEMENTS. SPECIFICALLY AND COMPARE THAT WITH SEQUENCES THAT MAYBE OF HIGH ABUNDANCE BUT NOT MOBILE IN THE THE DNA. SO IN THIS CASE HE DID SINGLE CELL 96 WELL PLATE USING QPCR AND IN THE SAME WELL MIXING PRIMERS FOR ORF-2 AND 5S AS WELL AS SATELLITE AND OTHER DNA NOT MOBILE. FINDS THE THRESHOLD FOR BOTH AND THEN CALCULATES A DECT BETWEEN THE TWO W A LOWER NUMBER BEING THE HIGHER AMOUNT OF DNA COPY. THAT IS REQUIRED TO REACH THRESHOLD. DOING THIS ONE MIGHT FIND THAT PLOTTING 80 CELLS OF THESE, TO 80 CELLS PLOTTED, CUMULATIVE MOBILITY GRAPH, THEY ALL MAP AROUND EACH OTHER AND THE HEART AND HIPPOCAMPUS AND THE OTHER NEURAL TISSUES THAT HE'S DONE ALWAYS SHOW A GREATER AMOUNT OF DNA CONTENT WITHIN THE GENOME OF THESE INDIVIDUAL CELLS. OBVIOUSLY THERE'S VARIABILITY FROM THOSE NOT DIFFERENT TO THOSE THAT ARE ACTUALLY QUITE DIFFERENT. AND THIS IS ALSO PILOT NEW DATA THAT HE'S GENERATING USING THIS NEW METHOD HERE PLOTTING 432 INDIVIDUAL NEURONS FROM THE CORTEX OF THE FRONTAL CORTEX OF ONE MOUSE AND COMPARING THAT TO THE CORTEX OF A SECOND GENETICALLY IDENTICAL AGE MATCHED SEX MATCHED SO MONOZYGOTIC TWIN OF THAT MOUSE AND THESE TWO MICE HAVE DIFFERENT NUMBERS OR DIFFERENT AMOUNTS OF DNA IN THEIR INDIVIDUAL CELLS. SO NOT ONLY ARE THERE DIFFERENCES BETWEEN BRAIN AND OTHER ORGANS IN TERMS OF INCREASES, BUT INDIVIDUAL CELLS BETWEEN ANIMALS ARE DIFFERENT FROM EACH OTHER. SO THE OTHER FEATURE OF THIS IS THAT WHEN LOOKING AT -- THIS IS AN OLDER PLOT, THAT NEEDS TO BE UPDATED BUT IT HOLDS STILL, THAT AS NOT CORRECT TO PLOT IT IN THIS WAY IN SOME LINEAR INCREASE BUT THIS IS SIZE IN ANY EVENT, THE NUMBER OF THE PERCENT OF THE NON-CODING MOBILE ELEMENTS THAT EXIST IN THE GENOME AND HUMAN HAS ACTUALLY MORE THAN OTHER SPECIES. SO IT'S NOT GOING AWAY BUT RATHER INCREASING FOR SOME REASON. THIS IS AN OLDER PAPER BY HAGUE (INDISCERNIBLE) AND ALSO JOHN (INDISCERNIBLE) IN THE STUDY TRYING TO ESTIMATE HOW MANY ACTIVE ELEMENTS EXISTED IN THE HUMAN. AND THE WAY THEY DID IT WAS TO MAP FOR HUMAN A TRANSFORMED CELL LINE THAT WOULD ACTIVELY ALLOW FOR INSERTIONS TO TAKE PLACE. THEY CHARACTERIZE HERE WHICH ARE THE ELEMENTS ARE ACTIVE AND WHICH ONES WERE LESS ACTIVE AND PROPOSE THERE WERE A SMALLER NUMBER MORE ACTIVE A SMALLER NUMBER WERE HIGHLY ACTIVE. DIFFICULT TO REDOO RETHINK ABOUT THIS REMEMBERING THESE ARE PUT INTO THE CONTEXT OF ANOTHER CELL SO WE WOULD HAVE TO REVISE OUR THINKING ABOUT THAT. BUT IT GIVES US AN IDEA SO WE WANTED TO SEE WHETHER OR NOT THERE WAS LINE ELEMENT MOBILITY IN HUMAN CELLS AND SINCE THE LINE MOBILITY IS OCCURRING PRIMARILY AT THIS EARLY STAGE WE WANTED TO WATCH THAT PART OF IT AS WELL. SO ONE WAY TO DO THAT IS TO USE HUMAN EMBRYONIC STEM CELLS, SO WE HAVE DEVELOPED PROCEDURES WHERE WE COULD TAKE HUMAN ES CELLS, MAKE RO SETS AND DIFFERENTIATE THE CELLS INTO A NEUROPROGENITOR POOL. THAT NEURAL PROGENITOR POOL? OUR HANDS A REPRODUCIBLE GROUP OF CELLS THAT WE CAN PROPAGATE, FREEZE DOWN, THAW AND DO EXPERIMENTS WITH. SO WE CAN THEN TRANSIF HE CAN THESE CELLS AND DIFFERENTIATE THEM NOW IN OUR DIFFERENTIATING CONDITION. WHAT WE FOUND WAS USING A REPORTER CONSTRUCT WITH A LINE PROMOTER DRIVING LUCIFERASE THERE WAS A DRAMATIC INCREASE IN ACTIVITY AT TWO DAYS AT THE TIME WHEN THE CELLS ARE JUST BECOMING NEURONS AND IN LOOKING AT THE NUMBER OF GREEN CELLS THAT WERE THERE, WE DEFINITELY SAW A SIGNIFICANT NUMBER OF CELLS THAT SHOWED AN INCREASE IN GFP POSITIVITY SUGGESTING THERE WAS INSERTION. WE FULLY DIFFERENTIATED THE CELLS, WE WANT TO SEE WHETHER OR NOT THIS INSERTION WAS LETHAL. AND THE ONES THAT DID HAVE INSERTIONS DIED. BUT WE FOUND PLENTY OF GREEN CELLS THAT WERE NEURONS THAT WE COULD PATCH CLAMP, THEY HAD ELECTROPHYSIOLOGICAL PROPERTIES SO THE INSERTION BY ITSELF WAS NOT LETHAL. BUT IT DID OCCUR. NOW IF IT DOES OCCUR IN THIS IN VITRO SETTING COULD IT OCCUR IN IN VIVO SETTING AND GIVEN THE FACT MIKE AND NICOLE AND CAROL DEVELOPED THIS TECHNIQUE FOR MOUSE SINGLE CELL WE TRIED TO DO SINGLE CELL PCR FOR HUMAN AUTOPSY MATERIAL, WE HAVEN'T BEEN ABLE TO GET THAT DONE YET, WE CAN TAKE CHUNKS OF POSTMORTEM TISSUE AND FROM THE SAME PATIENTS WE GET A VARIETY OF TISSUES AND WE CAN GET HEART AND LIVER TISSUE FROM THE PATIENTS. SO WE MAKE GENOMIC DNA AND DO A SIMILAR QPCR MULTI-PLEXING REACTION, NOW LOADING WITH ABOUT 80 PICO GRAMS OF STARTING MATERIAL FOR THE REACTION THE TAKE PLACE. NOW, THE THEORY IS THAT IF THERE ARE MORE'S THERE'S JUMPING OR INSERTION OF LINE ELEMENTS TO THE GENOME OF THE HUMAN BRAIN WE SHOULD SEE A GREATER AMOUNT OF DNA CONTENT RELATIVE TO OTHER TISSUES. I WOULDN'T TELL YOU THIS IF IT WEREN'T TRUE. WE HAVE SEEN IN ALL CASES A GREATER AMOUNT OF DNA CONTENT THAN DID THE LIVER, HEART OR OTHER TISSUES. AND WE USE THESE COMPARED TO TWO DIFFERENT NON-JUMPING NON-MOBILE ELEMENTS AS CONTROLS WE SEE NO DIFFERENCE BETWEEN THEM. IT LOOKS LIKE THIS IS ACTUALLY A QUITE REASONABLE. BUT AS YOU SAW, WE SAW SOME DIFFERENCE BETWEEN THE CEREBELLUM AN HIPPOCAMPUS SO WE TOOK THIS FURTHER AND STARTED DOING MICRODISSECTIONS OF HUMAN BRAIN TISSUE TO SEE WHETHER OR NOT THERE WAS A PATTERN THAT EMERGED, ANTICIPATING MAYBE THE MOBILE -- THE AREAS OF GREATEST MOBILITY MIGHT BE ASSOCIATED WITH THESE PROLIFERATIVE ZONES, THAT DIDN'T QUITE HOLD UP THOUGH WE'RE NOT FINISHED WITH THIS ANALYSIS. BUT JUST HAVE IT SAID THAT THERE ARE SIGNIFICANT DIFFERENCES BETWEEN AREAS OF THE BRAIN FROM EACH OTHER THAT WE'RE TRYING TO UNDERSTAND, AND THE VARIANCES SMALL ENOUGH SO IT LOOKS BELIEVABLE. IF IT WERE RANDOM AND JUMPING EVERYWHERE, SO ONE THING WE WANTEDDED TO DO IS GUESS AT HOW MANY INSERTIONS OCCUR IN HUMAN. IF YOU HAVE A TOTAL OF 150 ACTIVE ELEMENTS AND MAYBE A SMALLER NUMBER OF THAT BEING ACTIVE AT ANY ONE TIME, HOW MANY SUCCESSFUL INSERTIONS WOULD YOU SEE? THERE'S LOTS OF RNA MADE SO POTENTIAL FOR ONE LINE ELEMENT TO INSERT IS HIGH. SO WE DID THIS EXPERIMENT THIS WAY, IT REQUIRE AS LITTLE BIT OF CALCULATION AND EXPLANATION FOR THE BACK OF THE ENVELOPE METHOD, WE WENT BACK TO THE HIPPOCAMPUS AND LIVER WHERE WE GOT A NICE DIFFERENCE BETWEEN THE TWO THERE USING THIS RATIO METHOD AND WE SPIKED BACK INTO THE LIVER COPIES OF LINE SEQUENCE. SO LINE PLASMIDS SO TEN, 100, 1,000 OR TEN THOUSAND. AND THEN RAN THE REACTION WITH LIVER TO SEE HOW MANY EXTRA PLASMIDS IT WOULD TAKE TO COME TO THE DNA CONTENT SIZE OF THE WILD TYPE HIPPOCAMPUS. AND SOME PLACE BETWEEN 10,000, 1,000 AND 10,000 PLASMID PER 80,000 OR 12 CELLS, SO IF YOU FIGURE THAT OUR STARTING SAMPLE WAS 80 PIE CO-GRAMS OF DNA AND EACH GENOME IS 6.6 PIE CO-GRAMS OF DNA THAT'S 12 CELLS APPROXIMATELY DIVIDED BY THESE NUMBERS. GIVES YOU BACK OF THE ENVELOPE CALCULATION OF THERE BEING SOMEWHERE BETWEEN 80 AND 300 INSERTIONS OF LINE SEQUENCE IN EVERY CELL ON AVERAGE, THAT SURVIVE INTO ADULT. OR THIS GROUP OF PATIENTS. SO HOW IS IT REGULATED? THIS IS JUST A SUMMARY OF A STUDY PUBLISHED RECENTLY WHERE WE'VE LOOKED AT THE LINE SEQUENCE AND FOUND THAT THERE'S A VARIETY OF INTERESTING DNA BINDING DOMAINS, MOST INTERESTING FROM OUR PERSPECTIVE IS THERE'S A SOX-2 BEHINDING DOMAIN WHICH PLAY AS ROLE AS IT TURNS OUT IN SUPPRESSING LINE ACTIVITY. SO SOX2 ACTS AS SUPPRESSOR THAT CONTAINS OTHER MOLECULES. WHEN THE CELLS DIFFERENTIATE TO OTHER NEURONS SOX2 COMES OFF AND CELLS ARE ACTIVATED BY WENT 3A THROUGH BETA CATENIN THROUGH TCF TO BIND TO THE DNA OF THIS LINE ELEMENT AND THAT INDUCES ACTIVITY OF THE LINE DURING THIS PERIOD OF TIME WHEN CELLS ARE UNDERGOING DIFFERENTIATION. SOMEKNISTICLY IT LOOKS AS THOUGH THIS MACHINERY IS QUITE IMPORTANT FOR THE ACTIVATION OF THE LINE IN NEURAL PROGENITOR CELLS. INTERESTINGLY THESE ARE THE SAME FACTORS THAT ARE USED BY GENE Z SUCH AS NEUROD-1, A NEURAL PROGENITOR FACTOR, DIFFERENTIATION FACTOR AND THEY USE THE SAME MACHINERY. SO THERE'S A REDUNDANCY OF TRANSCRIPTION MACHINERY BEING USED TO ACTIVATE THE LINE AS IT IS TO ACTIVATE NEURONS. IN ADDITION TO THE SOX2 BINDING SITE WHEN WE LOOKED AROUND THE SOX2 SITE WE FIND THAT THEY'RE SURROUNDED BY ISLANDS OF CPG OR METHYLATION SITES. WE LOOK AT THAT A LITTLE BIT MORE CAREFULLY TO REMIND YOU CPG ISLANDS OR BINDING SITES ARE SITES FOR METHYL BINDING PROTEINS OF WHICH THERE ARE A VARIETY THAT ARE ACTIVELY ACTING AS SUPPRESSORS AND CURRENT WORKING HYPOTHESIS ABOUT THIS IS THAT THEY'RE GLOBAL REPRESSORS THOUGH OBVIOUSLY THERE'S EVIDENCE THAT REDUCTION IN MECP-2 OR DELETION OF THESE EPIGENETIC MECHANISMS WILL RESULT IN UP REGULATION OF SOME GENES. IN ANY EVENT THEY'RE GLOBAL REPRESSORS IN GENERAL AND THE DISRUPTION OF MECP-2 ACTIVATES A VARIETY OF GENES NORMALLY UNDER SUPPRESSED CONDITIONS. SO GIVEN WE FOUND THESE MECP-2 SITES WHICH WE KNOW TO BE AN IMPORTANT SUPPRESSOR OF LIME 1 WE DECIDE TO SEE IF MECP-2 PLAYS A ROLE IN ACTIVATION OF LINE ELEMENT IN NEURAL PROGENITOR POPULATION. SO IF YOU USE METHYLATION TO INCREASE METHYLATION YOU CAN GET A SUPPRESSION OF LINE ACTIVITY USING IN THIS CASE LUCIFERASE CONSTRUCT WHICH HAD THE LINE-1 UTR BEING DRIVEN SO LOOKS LIKE METHYLATION CAN HAVE AN EFFECT ON TRANSCRIPTION WE ALSO SHOW THAT MECP-2 IS BOUND TO THIS FIVE PRIME UTR REGION ITSELF AND WHEN CELLS DIVIDE THERE IS LESS BINDING OF MECP 2 TO THE DNA OF THAT PROMOTER. THIS ALSO CAN BE ALLEVIATED BY 5A SITODENE. SO IN THIS POINT WE MUS TO THE MECP- MOUSE. THE MOUSE THAT WAS GENERATED DELETED ACTIVE FORM OF MECP-2 SO IT NO LONGER ACTS AS A GLOBAL SUPPRESSOR. THERE'S A VARIETY OF MICE OUT THERE ONE CAN USE. THE LUCIFERASE CONSTRUCT IN THESE CELLS, SAW A DRAMATIC INCREASE IN ACTIVITY OF THE LINE PROMOTER IN THESE CELLS. WE THINK THAT'S MECP-2 DEPENDENT BECAUSE IF WE OVEREXPRESS MECP MANUFACTURE 2 IN THAT LINE WE CAN SUPPRESS IT BACK TO THE WILD TYPE LEVEL SUGGESTING THIS IS A REGULATOR, WE SEE THIS IS ALSO TRUE FOR OUR TWO AGAIN SUPPORTING THE IDEA IT'S IN BOLD. SO TO TEST THIS IN VIVO WHAT WE DID WAS TO TAKE OUR REPORTER MOUSE WHICH HAD THE LINE EGFP AND CROSSED THESE INTO THE MECP-2 MINUS MOUSE. OUR PREDICTION HERE IS THAT THE LACK OF LINE SUPPRESSION WOULD RESULT IN A GREATER AMOUNT OF GFP POSITIVITY IN THE CELLS. AND IT WAS REALLY VISUALLY STRIKING AS YOU GO THROUGH RAREIOUS AREAS OF THE BRAIN, I DON'T KNOW THAT YOU CAN SEE THIS BUT HERE IS CEREBELLUM IN THE PAST WE WOULD SEE INDIVIDUAL CELLS, NOW WE SEE CLUSTERS OF CELLS LINEAGE, A LARGE NUMBER OF CELLS WITHIN CERTAIN AREAS. WE HAVE GONE AND MAPPED OUT IN A VARIETY OF THESE ANIMALS TO SEE WHERE THE INCREASE IN GFP OCCURS OR WHERE THE INSERTIONS ARE OCCURRING. IT'S NOT EVERYWHERE, THERE ARE CERTAIN AREAS OF THE BRAIN WHERE YOU SEE A SIGNIFICANT AMOUNT OF INCREASE, ANOTHER, NOT SO MUCH. WE DEVELOP SOME TOOLS, SOME QUANTITATIVE TOOLS TO TRY TO GET A BETTER SENSE OF THE THREE DIMENSIONAL PEER SPECKTIVE WHERE THEY GO -- PERSPECTIVE WHERE THEY GO. WE D A SERIAL SECTION AND MOUNT THEM AND THEN RECONSTRUCT AN ENTIRE BRAIN AND MAP OUT WHERE THEY GO. WHAT WE FIND IS THAT THE STRIATUM AN CEREBELLUM WE GET TWO TO SIX TIMES AS MANY INSERTIONS AND THEY'RE OFTEN IN CLUSTERS OF CELLS. SO A SIGNIFICANT NUMBER OF CELLS OCCURRING. THE INSERTIONS ARE OCCURRING AT ALL TIMES WHEN THE CELLS ARE UNDERGOING CELL DIVISION. THE FIRST CELL DIVISION OR NEUROGENESIS THAT OCCURS ARE E-9 TO E-11. WE SEE IN THOSE AREAS WHERE NEUROGENESIS JUST FIRST HAPPENING WE SEE CELLS THERE. AT E-13, HIGH CLUSTERS OF CELLS THAT ULTIMATELY GENERATED CELLS IN THE ADULT BRAIN BORN HERE, THEY'RE GREEN AS WELL AS AN AREA WHERE WE HAVE POSTNATAL NEUROGENESIS LIKE THE OLT FACTORY BULB IN THE HIPPOCAMPUS. SO THIS PROCESS OF INSERTION IS OCCURRING DURING THE EARLY STAGE OF NEUROGENESIS BUT BOTH ALL STAGES OF THIS EARLY STAGE OF NEUROGENESIS BOTH PRE-NATALLY AN POSTNATALLY. THIS IS AGAIN ALL THE REPORTER CONSTRUCTS SO WE WANTED TO THINK ABOUT SEEING WHETHER WE CAN DETECT IN THE DNA CONTENT OF AN MECP-2 MOUSE VERSUS A WILD TYPE MOUSE. SO IN THIS CASE WE TOOK INDIVIDUAL CELLS, SORTED THEM AGAIN, AND PLATED THEM FROM WILD TYPE VERSUS MECP-2, WE DO FIX THEM IN SYNCHRONIZE THEIR CELL CYCLE SO YES NOT BIASED BY THAT. THEN AMPLIFY IN 96 WELL PLATES. SO HERE WE'RE USING PRIMERS WITHIN ORF-2 AND WE AND WE CAN DETECT A SIGNIFICANT INCREASE IN LINE DNA CONTENT WITHIN THE MECP-2 KNOCK OUT RELATIVE TO WILD TYPE. WE HAVE DONE A SIGNIFICANT NUMBER OF CONTROLS IN THE FIVE PRIME UTR WHERE THERE'S NOT JUMPING, TRUNCATED FOR THE MOST PART, WE DONE SEE DIFFERENCES BUT ALSO IN TO THE A LESS EXTENT AND ALSO OUTSIDE THE LINE SEQUENCES AN EVEN IN FIBROBLASTS IF WE TAKE FIBROBLASTS AND LOOK IN THE ORF-2 REGION WE DON'T SEE A CHANGE IN MECP-2 SO THERE'S DIFFERENCES IN THEIR MOBILITY, CELL TYPE SPECIFIC MANNER. SO GIVEN THAT THERE IS AN INCREASE IN MECP-2 INCREASE IN LINE INSERTION MECP-2 IN MICE WE WANT TO LOOK AT THIS IN HUMANS AS WELL. SOME MAYBE FAMILIAR WITH THE FACT MECP-2 MUTATION CORRESPONDS TO A HUMAN SYNDROME CALLED RET SYNDROME WHICH IS PART OF THE LARGER SYNDROME OF AUTISTIC BEHAVIORS, A DEVELOPMENTAL DISORDER THAT STARTS NORMAL BUT LEADS TO CNS DEFICITS WHICH ARE AS I SAID, RELATED TO AUTISM. BUT PROBABLY A DISTINCT SYNDROME IN AND OF ITSELF. WE ALREADY KNEW SOMETHING ABOUT MORPHOLOGY THAT HIPT DIFFERENCES IN THE CELLS SO THEY HAVE CELLS IN THE BRAIN SO NORMAL NEURONS COMPARED TO RATS IN AUTISM CELLS, THE AUTISM CELLS ARE GENERALLY SMALLER, THEY HAVE FEWER BRANCHES AND HAVE SHOWN THEY HAVE FEWER SYNAPTIC CONNECTIVITY. WE WANTED TO LOOK AT THIS IN HUMAN BRAIN TISSUE. WE HAVE HUMAN IPS TECHNOLOGY, WE OBTAINED FIBROBLASTS FROM CHILDREN AND SOME ADULTS. WITH RET SYNDROME. FIBROBLASTS, GREW THE FIBROBLAST UP, OVEREXPRESSED THE FOURTH TRANSCRIPTION FACTORS CAPABLE OF REPROGRAMMING THE FIBROBLAST INTO IPS CELLS. THE OBJECTIVE WAS TO ADDRESS THOSE IN NEUROPROGENITOR POPULATIONS AND DETECT NEURONS AND SEE IF WE CAN DETECT AN INCREASE IN MOBILITY AT THAT CRITICAL POINT. SO WE DEVELOPED TECHNIQUES FOR DOING THIS WHERE WE CANNOT ONLY WITH ES CELLS BUT ALSO IPS CELLS AND IN OUR HANDS THE IPS CELLS BEHAVE VERY MUCH LIKE THESE LIKE NORMAL ES CELLS, WE CAN CONVERT THEM AND GIVE RISE TO NEURONS. AT THIS POINT WE TAKE THE CELLS AND TRANSFECT THEM AND MEASURE ELECTROPORATION. VERY CLEARLY IN THE RED CELLS WE GET A GREATER NUMBER OF CELLS THAT ARE GFP POSITIVE IN THESE IPSC CELLS THAT ARE DIFFERENTIATED INTO NEURONS. REPEATEDLY IN OUR HANDS. SO IN THE FINAL EXPERIMENT WHAT WE WANTED TO DO WAS TO LOOK AT HUMAN TISSUE, IF THEY ARE SURVIVING WE HAVE GONE ON ACTUALLY TO STUDY THESE CELLS IN MORE DEPTH ONCE THEY DIFFERENTIATED INTO NEURONS AND ARE GFP POSITIVE AND WE DO, IT'S INTERESTING WE SEE PHENOTYPES IN VITRO OF THE CELLS BOTH THOSE THAT A MARK FOR GFP AND THERE ARE OTHER LINE ITEMS THAT ARE ACTIVE OTHER THAN THESE. THESE CELLS RECAPITULATE SOME OF THE PHENOTYPES THAT WE HAVE SEEN -- THAT WERE SEEN IN MOUSE AND IN PATHOLOGY TISSUE, DECREASE IN CELL SIZE AND SYNAPSES. WE WANTED TO LOOK AT AUTHENTIC TISSUE SO WE WERE FORTUNATE ENOUGH TO GET TISSUE BANKS WHICH CONTAINED TISSUE FROM HEART AND OTHER TISSUES OF RET'S PATIENTS THAT HAD PASSED AWAY. AND COMPARED TO AGE MATCHED SEX MATCHED CONTROLS. THEN WE WENT BACK TO OUR METHOD OF DETERMINING DNA IN THE GENOME BY USING A QUANTITATIVE MULTI-PLEKING TEXT MAN METHODOLOGY. AND AGAIN, THE THE THEORY BEING THAT NOT ONLY WOULD WE SEE DIFFERENCES BETWEEN HEART AND BRAIN BUT WE WOULD SEE DIFFERENCES IN THE NUMBER OF THE DNA CONTENT BETWEEN THE TWO BRAINS. SO THESE ARE THE RESULTS THAT WE SAW. FIRST THING IS WE WERE ABLE TO REPEAT THE DIFFERENCE IN HEART BRAIN VERSUS HEART GREATER DNA CONTENT. AND BETWEEN THE WILD TYPE AND RETES WE ALSO SAW A SIGNIFICANT DIFFERENCE IN THE NUMBER OF DNA COPIES THAT WE FINE IN THE GENOME. BUT NO SIGNIFICANT DIFFERENCE, THIS IS TRENDING AND IT'S AN INTERESTING PHENOMENA THAT WE ARE CONTINUING TO EXAMINE LOOKING AT OTHER TISSUES. NEVERTHELESS THERE IS A DIFFERENCE BETWEEN THESE TWO. ALL OF OUR OTHER CONTROLS WE SEE NO DIFFERENCE BETWEEN THE OTHERS UNLESS WE USE OTHER CONTROLS LIKE ORF-2 VERSUS THE FIVE PRIME UTR, WE SEE THE SAME STATISTICAL DIFFERENCE THAT WE SEE FROM ORF-2 VERSUS SATE LIGHT. -- SATELLITE. SO SUMMARIZING, WHAT ARE WE THINKING ABOUT? WHAT IS THIS GUY TALKING ABOUT? SO WE THINK THAT UNDER NORMAL CONDITIONS THE LINES THAT ARE TAKING -- EXIST WITHIN THE GENOME UNDER NORMAL CONDITIONS SUPPRESSED BY TRANSCRIPTIONAL REPRESSING, BY EPIGENETIC MECHANISMS OF SUPPRESSION, AND THAT THEY'RE NOT ACTIVE IN NORMAL SOMATIC CELLS BUT ONLY WHEN THE CELLS OF NEURAL ORIGIN WHICH HAVE THIS MACHINERY FOR ACTIVATING LINE ELEMENTS AND JUST AS THEY'RE UNDERGOING CELL DIVISION, THEY'RE OPENED AND LINE IS DRAWN AT THAT TIME. AT THIS STAGE THESE CELLS WHEN THEY HAVE THE APPROPRIATE ENDENUCLEASE SITE THEY CAN INSERT AND HAVE SOME IMPACT ON THE CELL. STOCHASTICALLY. SO THE FINAL VIEW REALLY IS THAT THERE ARE A VARIETY OF TIMES THESE CELLS ARE ACTIVE. IT'S BEEN SUGGESTED BY OTHERS THAT AT THE GERM LINE CELL LINE CAN BE ACTIVE. AT ZYGOAT ACTIVITY THERE COULD BE SOME ACTIVITY, THESE WOULD BE GERM LINE CHANGES INTRODUCED BY INSERTIONS OF LINE ELEMENTS. NOW WE KNOW THAT EVEN AT THE STILL CELL LAYER, EARLY STEM CELLS WE HAVE SEEN SOME SMALL AMOUNT OF INSERTION OCCURRING BUT PREDOMINANTLY OCCURRING AT NEUROGENESIS PERIODS, EARLY DEVELOPMENT AS WELL AS LATE STAGE DEVELOPMENT. SO IN ADDITION MORE AND MORE EVIDENCE SUGGESTING THAT THE ACTIVITY OF THESE LINE ELEMENTS CAN BE INFLUENCED BY A VARIETY OF EXTERNAL FORCES DURING THESE PERIODS OF NEUROGENESIS. SOMETHING I CAN'T -- I HAVEN'T GONE INTO IN MUCH DETAIL. THE THEORY WE'RE WORKING ON IS THIS MECHANISM IS ONE FOR GENERATING A STOCHASTIC DIVERSITY IN NEURONS THE THEORY BEING THIS ADDING TO -- THIS ADDS TO THE SEMATIC NEUROLOGICAL DIVERSITY BETWEEN INDIVIDUALS AND MODIFICATIONS IN THIS CONONCAL AND HOMEOSTATIC MECHANISM FOR GENERATING DIVERSITY CAN IN AND OF ITSELF CONTRIBUTE TO DISEASE AS IN THE CASE THAT WE WOULD SPECULATE IN THE CASE OF RET SYNDROME. BUT AT A MINIMUM DIVERSITY IS ADDING TO BEHAVIORAL DIVERSITY OR INDIVIDUAL DIFFERENCES. AND RATHER EXTREME HYPOTHESIS WOULD BE THAT SOME BEHAVIORAL DIVERSITY THAT EXISTS IN A MAMMALIAN POPULATION IS ATTRIBUTABLE TO THIS SEMATIC EVOLUTION OR SEMATIC MOW SAFE HARBORRISM THAT'S DERIVED IN THE BRAIN AND THAT ONE CAN EXPAND ON THAT BY INCREASES MOBILITY, OR IF ONE WERE TO REDUCE OR ELIMINATE LINE MOBILITY IN THESE EARLY STAGES THE MEAN BEHAVIORS OF INDIVIDUALS WOULDN'T CHANGE BUT THE VARIANTS OR THE DIFFERENCES BETWEEN PEOPLE WOULD BE DIFFERENT. SO I HOPE I HAVE BEEN A LITTLE PROVOCATIVE HERE, MAYBE NOT TUCH SUGGESTING LINE SEQUENCES FORMING GENETIC MOSAICISM IN THE BRAIN AN THIS IS ACTUALLY A BEGINNING OF A VARIETY OF OTHER MOBILE ELEMENTS THAT WE MIGHT SEE ACTIVE. WE'RE WORKING ACTIVELY RIGHT NOW ON ALLOS AND THERE'S GOOD EVIDENCE FOR THE FACT THEY'RE MOBILE IN SEMATIC TISSUE. WE LEARNED SOMETHING ABOUT THE REGULATION THERE IS AN INTERESTING PARALLEL WHEEN THE REGULATORY SEQUENCE AN ACTIVITY OF LINES AND JEERN TRANSCRIPTION MACHINERY INVOLVED IN MAKING NEURONS IN THE BRAIN. AND MOST PROVOCATIVELY WE THINK THE TISSUE SPECIFIC GENETIC VARIATION CHALLENGES THIS CONCEPT OF A STATIC GENOME AS BARBARA MCCLINTOCK SUGGESTED. AND THIS HAS IMPLICATIONS WE BELIEVE FOR GENETIC AND INHERITED AND NON-INHERITED DISEASE, THIS IS A SEMATIC EVENT. PHILOSOPHICAL PROPOSITION IS YOU ARE UNIQUE, NOT ONLY ARE YOU A PRODUCT OF YOUR GENES IN YOUR ENVIRONMENT BUT ALSO A PRODUCT OF CHANCE. SO THESE ARE SOME OF THE PEOPLE IN THE LAB THAT HAVE BEEN BRAVE ENOUGH TO WORK ON THIS TOPIC OVER THE LAST FEW YEARS, SOME ORIGINALLY STARTED AND LEFT IN DESPERATION. OTHERS HAVE STUCK WIT AND SOME HAVE EVEN GOTTEN JOBS AS A CONSEQUENCE OF IT. BUT WE'LL KEEP AT IT AND I THANK YOU VERY MUCH FOR YOUR ATTENTION. [APPLAUSE] DO I TAKE QUESTIONS? OKAY. I'M HAPPY TO TAKE SOME QUESTIONS. >> I ASKED A QUESTION OVER HERE, THIS IS A VERY EXCITING TALK, I WOULD LIKE BEFORE I ASK MY QUESTION A POINT OF CLARIFICATION OF YOUR REPORTER VECTOR WITH REVERSE INTRON AND GFP, IS THAT DRIVEN BY A HETEROLOGOUS PROMOTER OR IS THAT DRIVEN BY THE LINE PROMOTER? >> THE LINE PROMOTER. >> LINE PROMOTER. I'M WONDERING ABOUT BEING ABLE TO SEQUENCE INDIVIDUAL INTEGRATION EVENTS AND THEIR POSITIONING IN THIS NEUROLOGICAL TISSUE. AND YOU -- I WAS STRUCK BY BEING ABLE TO SEE 80 TO 300 COPIES IN THE HIPPOCAMPUS TISSUE. CAN YOU USE THESE HIGH THROUGH PUT SEQUENCING AND MEDIATED PCR AND PULL OUT THESE -- INTEGRATION EVENTS? >> I WAS GOING TO PRESENT SOME OF THIS DATA WE HAVE BEEN WORKING ON FOR THE LAST FEW YEARS, I'LL TELL YOU A LITTLE BIT ABOUT IT. SO WHAT WE HAVE DONE AS YOU HAVE SUGGESTED PAIRED IN SEQUENCING AND USING PRIMERS WITHIN THE THREE PRIME END THAT ARE REASONABLY CANONCAL, THEY CAPTURE ABOUT 30%, YOU CAN6ã2okw3z]okç ç FINDçxyñ SEQUENCES THAT ARE CONSERVE REASONABLY CONSERVED AND DROP THE DNA AND PUT ADAPTORS, SEQUENCE IN BOTH DIRECTIONS AND WE BLASTED THIS TO QUOTE UNQUOTE THE GENOME OR THE GENOMES AND WE DO SEE SIGNIFICANT NUMBER OF NEW LINE ELEMENTS. I KNOW OTHER PEOPLE ARE DOING THIS AS WELL AND WE'RE COMPARING NOTES ON THIS. OUR THE ANALYSIS WHERE WE ARE RIGHT NOW IS DETERMINING -- VERY DIFFICULT TO GET CONFIRMATION ON INSERTIONS SINCE IT'S OCCURRING RANDOMLY IN EVERY CELL. SO WE HAVE TO IN DNA AMPLY KAYCATION AND GO BACK AND TEST WHETHER OR NOT THE HITS WE FINE ARE FOUND IN THAT TISSUE. WE'RE IN THE COURSE OF DOING THAT RIGHT NOW. BUT THE BIG QUESTION IS ARE -- WE ARE SEEING WHAT APPEAR TO BE -- WHAT WE'RE CALLING HOT SPOTS OR AREAS WE'RE FINING IN THE GENOME WE'RE FINDING MULTIPLE COPIES OF INSERTIONS BUT WE'RE ALSO FINDING LOTS OF PAIRED COPIES OR INDIVIDUAL COPIES THERE AS WELL. AND DETERMINING WHETHER OR NOT THAT'S REAL OR IS THAT SINGLE COPY, IS THAT ART FACTUAL? THESE ARE EARLY DAYS. OTHER PART I CAN TELL YOU IS WE ARE SEEING INSERTIONS IN OTHER TISSUES, MORE THAN WE HAD ANTICIPATED SO WE'RE ALL MY STORY WAS TELLING YOU UNIQUE TO THE BRAIN, WE CLEARLY ARE SEEING NOW IN OTHER TISSUES WHAT WOULD APPEAR NOVEL INSERTIONS. THAT IS THE MAKING US WANT THE GO BACK TO DATA TO MAKE SURE WE HAVEN'T GOT ARTIFACT IN THERE. BUT THAT'S -- YOU HAVE GOT IT WHERE WE ARE RIGHT NOW. >> ARE YOU TAKING ADVANTAGE OF TONY FERANA'S VIEW WHICH THREE PRIME ENDS ARE ACTIVE FOR TRANSPOSITION? ARE YOU SEE HOPPING OF THE ACTIVE COPY? >> WE'RE LOOKING SPECIFICALLY FOR THE ACTIVE COPIES. THAT WAS PART OF THE ORIGINAL SOURCE WAS TO DO THAT. OTHER PEOPLE THINKING TOTAL -- THERE'S A VARIETY OF WAYS THIS IS BEING APPROACHED. HAS A LOT TO DO WITH STARTING MATERIAL THAT YOU'RE USING. WE BELIEVE THIS IS ALL OCCURRING UNIQUELY IN EACH INDIVIDUAL CELL, THEY ARE LIKELY DIFFERENT. SO OUR REAL AIM IS TO DO SINGLE CELL ANALYSIS TO SORT OUT INDIVIDUAL NEURONS TO AMPLY AMPLIFY CASES OF THOSE DIFFERENCES BETWEEN THEM. >> WOULD A PREDICTION NOT BE IF THE CELLS SURVIVE THAT IN THE CASE OF RET SYNDROME YOU WOULD END UP WITH MORE NEURONS IN THE BRAIN? >> IF -- NEURONS -- WHY WOULD YOU SEE -- >> I THOUGHT YOU FOUND A CORRELATION WITH YOUR LINE WITH A NUMBER OF -- YOU GOT I THOUGHT MORE PROGENITORS IN THE PICTURES YOU SHOWED IN THE MICE. WAS THAT CORRECT? >> WE SAW -- NO, NO. I'M SORRY. YEAH. SO WE DIDN'T SEE MORE NEURONS WE SAW MORE GREEN NEURONS, THAT MEANS THAT IN FACT THE BRAINS ARE SOMEWHAT SMALLER SO WE DIDN'T EVEN MAKE THAT CORRECTION POINT BUT THERE ARE MORE CELL THAT HAD LINE ACTIVITY IN THEM BUT BRAIN SIZE IF ANYTHING IS SLIGHTLY SMALLER IN THE RET MOUSE. I'M SORRY I DIDN'T MAKE THAT CLEAR. >> COULD THIS BE A MECHANISM FOR IN MONOZYGOTIC TWINS IN BRAIN SEQUENCE? >> WE WOULD SPECULATE THAT, WE'RE DOING THAT EXPERIMENT NOW LOOKING AT MONOZYGOTIC TWIN TISSUES BUT WE DO SEE THIS, THAT WAS PART OF THE REASON WHY I SHOWED YOU THE MONOZYGOTIC MICE. THESE ARE INBRED MICE IN TAKING INDIVIDUAL CELLS FROM SAME REGION OF THE BRAIN SHOWING THE AMOUNT OF INSERTION IS DIFFERENT. SO I WOULD AGREE WITH THAT. THAT'S OUR FIRST ATTEMPT USING MONOZYGOTIC MICE. >> WOULD YOU EXPECT THEN WITH ALL THIS DEBATE ON CLONING, IF SOMEBODY WERE TO CLONE THEMSELVES, THEY WOULD MAYBE CROW UP WITH DIFFERENT PERSONAL PERSONALITIES BASED ON THIS, RIGHT? WE >> WE'RE A LITTLE EARLY FOR THAT. BUT THANK YOU. YEAH. >> COULD YOU SPECULATE ON THE ADVANTAGE THAT NEURONS HAVE BECAUSE OF THIS TRANSITION? WHY NOT IN HEART AND CELLS AN LIVER, WHAT KEEPS THEM IN CHECK IN THOSE CELL TYPES? >> SO WE ADDRESS THAT A LITTLE BIT BY TAKING OTHER TISSUES AND DID BISULFATE SEQUENCING AROUND THE LINE PROMOTER. IN THE LINE PROMOTER IN THE CPG SITES OF FIBROBLASTS AND OTHER TISSUES CELLS. THROUGH BY SULFATE SEQUENCING LOOKS LIKE OTHER TISSUES ARE MORE HIGHLY METHYLATED ON THE PROMOTER THAN IN NEURONS SO THE NEURONS SEEM LESS SIGNIFICANTLY LESS METHYLATED IN THOSE REGIONS. THAT'S A CORELATION BUT THAT IS IN FACT ONE THING WE DID SO WHY WOULD THIS BE -- WHY -- TWO PARTS OF YOUR QUESTION, WHY IS IT UNIQUELY IN THE BRAIN, WHAT ADVANTAGES, WE'LL SAY THIS, IN NEUROBIOLOGY, NEUROBIOLOGISTS WE MAKE IN OUR BRAINS WE MAKE MANY MORE CELLS DURING DEVELOPMENT THAN WE ACTUALLY NEED. SO THERE'S A SUPERNUMERATION THAT OCCURS IN THE PERIPHERY AND THE CNS AND THEN THERE'S A DIE BACK THAT OCCURS OF THESE CELLS. SO YOU ACTUALLY MAKE MORE NEURONS THAN YOU -- THE MORE CELLS ARE PROLIFERATING. SO ONE ARGUMENT THAT'S MADE ABOUT SUPERRER NUMERATION WHICH IS A SEPARATE PHENOMENA IS THE BRAIN ACTS ON THAT SUPER NUMERATION TO SELECT FOR THOSE CELLS THAT HAVE SOME ADVANTAGE OR ARE BETTER WITHIN THE POOL. AND WHAT THIS MAY TELL YOU IS THAT DOESN'T TELL YOU WHAT THEY'RE SELECTING ON. WHAT IS THE VARIANCE ON WHICH THE TARGET MAYBE SELECTED THOSE CELLS GENERATED. THIS MAYBE ONE OF THE MECHANISMS THAT PROVIDES SOME DIVERSITY WITHIN THE POOL OF PROGENITOR POPULATIONS ON WHICH THE LOCAL TARGET AREAS THEN COULD SELECT FOR STOCHASTIC -- SELECT FOR ADVANTAGE DURING THE DEVELOPMENTAL PERIOD. >> BUT IN THAT CASE DON'T YOU THINK THIS WILL NOT BE A RANDOM PROCESS OF STOCHASTIC PROCESS? IN THAT CASE IF YOU SELECT FOR SPECIFIC NEURONS IN SPECIFIC PARTS OF THE BRAIN THIS, HAS TO BE A LITTLE BIT MORE REGULATED AND (INAUDIBLE) MAY OCCUR IN SPECIFIC REGIONS IN DIFFERENT TISSUES OR DIFFERENT CELL TYPES TO GIVE THAT SELECTIVE ADVANTAGE. OTHERWISE IF IT'S A RANDOM PROCESS THE SUPERIOR -- >> YOUR POINT WE HAVE THIS DISCUSSION A LOT AND THE POINT I THINK IS WELL TAKEN, I WOULD SAY EVOLUTION IS NOT TARGETED. THIS WOULD BE A WAY OF HAVING MORE OF A BROAD RANGE OF OPPORTUNITIES OF CHANGES REMEMBER, IF IT'S 80 OR 300 THE GENOME IS LARGE SO THERE'S MANY PLACES THAT THEY CAN LAND HAVING NO ACTIVITY AT ALL. SO TAKE THE EXTREME CASE THAT THEY ARE COMPLETELY STOCHASTIC WHICH I DON'T BELIEVE THAT'S THE CASE BECAUSE THERE'S TOO MUCH CHROMATIN PACKING. MORE LIKELY STOCHASTIC. THAT WOULD BE THE MECHANISM THROUGH WHICH YOU GET A BROADER RANGE OF DIVERSITY ON WHICH SELECTION COULD OCCUR. ALTERNATIVELY, THAT'S WHY WE'RE DOING THE DEEP SEQUENCING, IS THERE MAY IN FACT BE HOT SPOTS, THIS -- THERE MAYBE REGULATED BUT I'M BEING AGNOSTIC ABOUT THIS RIGHT NOW BECAUSE I DON'T KNOW THE ANSWER IN FACT. SO I'M OPEN TO BEING ABLE TO EXPLAIN EITHER WAY BUT WE'RE ANTICIPATING NOT HOPING BUT ANTICIPATING THAT THERE MIGHT BE SOME SPECIFICITY FOR INSERTION AND THAT WOULD BE INTERESTING. THAT'S WHAT WE'LL FIND OUT. SO WE'RE IN EARLIER STAGE. SORRY IT'S LESS SATISFYING AN ANSWER THIS POINT. >> I HAVE ONE QUESTION. >> WE'LL HAVE A LAST QUESTION AND THEN CONVENE THIS IN THE LIBRARY FOR A RECEPTION. >> I JUST HAVE ONE QUESTION REGARDING THE SOX2 AND YOU SAID THAT LINES SOX2 MEDIATED TRANSCRIPTION AND THERE IS A CHANGE IN EPIGENETIC CHANGES ASSOCIATED WITH THE METHYLATION AND ACETYLATION AND HOW IS THE NEURAL DIFFERENTIATION IS TRIGGER AND HOW IS IT THAT IN THE SOX2 KNOCK OUT IS THERE A CHANGE ANYTHING LIKE? YOU SEE THE CHANGE IN THE NEURAL IMPLEMENTATION? >> SOX2 KNOCK OUT ARE LETHAL VERY EARLY ON SO THERE'S A HYPOMORPH AND WE HAVEN'T LOOKED THAT THE BUT YOU THINK ABOUT IT IN THE RIGHT WAY. JUST THEY DIE SO EARLY THAT WE HAVEN'T BEEN ABLE TO DO THAT, IF WE KNOCK OUT SOX2 IN VITRO WE CAN SEE THE SAME SORT OF INCREASE IN LINE ACTIVITY BUT WE ARE NOT ABLE TO DO THAT EXPERIMENT IN VIVO AND WE HAVEN'T LOOKED AT THE HYPOMORPH TO SEE WHAT HAPPENS. YOU THINK ABOUT IT THE SAME WAY WE ARE. THANKS. >> THIGH. >> OKAY. SURE. [APPLAUSE] >> WE WILL CON CONVENE IN THE LIBRARY.