The NIH Undiagnosed Diseases Program: Expansion to National and International NetworksGMT20240403-160016_Recording_avo_1280x720
April 04, 2024ID11544
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- 00:11Yes,
- 00:23I'm just trying to give it back too.
- 00:24So at the end, I have questions
- 00:27and there's just about online that
- 00:29I'll get the questions too. But,
- 00:36but I'm going to pop down and
- 00:39I'm going to go through. OK,
- 00:53good afternoon, everybody.
- 00:55We'll get started.
- 00:56Welcome to Grand Rounds in
- 00:58the Department of Pediatrics.
- 00:59My name is Cliff Bogue.
- 01:00I'm the chair of the department and
- 01:02pleased to have all of you here and
- 01:05especially our special guest speaker.
- 01:06So I just have a few announcements
- 01:08beforehand and then I'm going
- 01:09to turn it over to Young *****
- 01:12to introduce today's speaker.
- 01:14So our upcoming next two grand rounds
- 01:17next week we have what we call cared
- 01:20care rounds and this is talking
- 01:23about collateral damage orphaned by
- 01:25trauma and we have Matthew Hornick
- 01:28in peed surgery as long as Jessica
- 01:31and Heather who are going to be here
- 01:33to talk about a case presentation.
- 01:36And then the next week,
- 01:38April 17th,
- 01:39we have Kristen Schroeder who's
- 01:41coming from Duke University to talk
- 01:44about global oncology development
- 01:45of a comprehensive pediatric
- 01:47cancer program in Tanzania.
- 01:49So that should be really interesting.
- 01:53Also for those of you who are going
- 01:54to the pediatric academic societies
- 01:56meeting in a few weeks,
- 01:59please come out on Saturday night
- 02:01to our dessert reception will be
- 02:03at the Fairmont Royal York at.
- 02:04You're welcome. Bring your friends,
- 02:07people that you know alumni.
- 02:08We'd love to see folks and have a
- 02:10chance to connect and enjoy one
- 02:12another at that meeting in Toronto.
- 02:16Also we have, as you know we're getting near
- 02:19the end of our strategic planning process
- 02:22that's been going on for several months.
- 02:25We're going to have a several one
- 02:28hour virtual strategic plan feedback
- 02:31sessions as an opportunity to give some
- 02:33final feedback and most importantly
- 02:35think about how do we move forward,
- 02:37how do we get a broad buy in for some of the
- 02:40exciting things we have in the in the plan.
- 02:42So you'll be these
- 02:44invitations will be going out,
- 02:46but you can see we have them focused in
- 02:50various pillars of of our department and
- 02:53and so please encourage you if you're
- 02:56available come to those and participate.
- 02:59They'll be really one of the last
- 03:02chances for that kind of impact
- 03:04input before we sort of finalize the
- 03:06plan and then begin to implement it.
- 03:09All of our grand rounds are
- 03:11available for CME.
- 03:13We don't have any commercial support.
- 03:16The number to text is here in
- 03:18good old whiteboard and also
- 03:19we'll be in the Zoom chat,
- 03:22but you can get CME credit
- 03:25for participation today.
- 03:27And with that,
- 03:27I'm going to turn it over to Yang
- 03:29Hui from the Department of Genetics,
- 03:31but also a close colleague in Pediatrics
- 03:34to introduce today's speaker.
- 03:39Thank you, Cliff. Indeed,
- 03:42I'm the professor for genetics and Pediatrics
- 03:44and Chief for the clinical genetics service.
- 03:48Since last year we started in this
- 03:50called the pediatric genetics,
- 03:51joined Ron and last year was a great success.
- 03:54And then we're going to keep doing
- 03:56that every year and hope maybe we'll
- 03:58do more and then one time per year
- 04:02today is the best special speaker.
- 04:04It's my prefer to kind of
- 04:07introduce Doctor William GAO.
- 04:10We should call Beer GAO.
- 04:11It's much easier.
- 04:13So for the people like Beer
- 04:16clearly take a lecture to tell
- 04:19his career great career for sure.
- 04:21I can spend our to talking to the
- 04:25his career or he can tell the story.
- 04:28Bill is good storyteller.
- 04:29He said OK I can tell story all the time.
- 04:32So very quickly some is on the fly
- 04:34this introduction for that and which
- 04:37very quickly highlight something.
- 04:38I will not touch UDMUDP because
- 04:40he's going to tell the story just
- 04:42put more not in the description
- 04:44in the fly a few highlights.
- 04:46So Bill Current is a senior
- 04:50investigator and the director for UDP,
- 04:53the head of a biochemical genetics.
- 04:55He usually said he given a lot of
- 04:58title last maybe 10 years and then
- 05:01he was the clinical director for the
- 05:04NHGI for almost longer than 15 years.
- 05:07A long very very long than many
- 05:09other title section chief.
- 05:11Also he declined a lot of exciting
- 05:14offer to he could be the and I and
- 05:18I see actually director at some
- 05:19point he said I don't want that one
- 05:22or department chair some school and
- 05:24all together but he clearly want to
- 05:27dedicate his time to working on rare
- 05:30disease undiagnosed disease that's
- 05:32what he's the signature program he created.
- 05:36He's a funding director 2008 and
- 05:39that led to the UDN Undiagnosed
- 05:42Disease Network 2017 right
- 05:472017. Now he remained
- 05:48active for that program.
- 05:50He gave up many titles but he keep
- 05:52this one for long term so quickly
- 05:56be a graduate from MIT and then it
- 06:00was probably missing opportunity
- 06:02for Harvard did not take him to the
- 06:05Harvard Medical School and he went
- 06:07to the Wisconsin finished MDPHD and
- 06:09did a pediatric residency and he was
- 06:13a chief resident and and also come to
- 06:16the NIH finishing clinical genetics
- 06:19and clinical biochemical genetics.
- 06:22His was funding ACMG American College
- 06:25of medical genetics fellow he was
- 06:28just what dinner tonight last night
- 06:30he was telling a story at that
- 06:32time doing board exam for medical
- 06:34genetics like half people write
- 06:36an exam for other half trainees.
- 06:38So that's what how how the history goes.
- 06:41So maybe it's easy then today,
- 06:43so you don't have to go to
- 06:45database to pick that one.
- 06:46He's researched clearly he's
- 06:49a physician scientist and it's
- 06:51a role model for me for sure.
- 06:54And he covered dedicated time to
- 06:56discover the gene for rare disease
- 06:59primarily by chemical genetic disorder.
- 07:02Now he went ahead and did a lot of
- 07:05basic science study understanding
- 07:07what's the mechanism for that disease
- 07:10then continue for developer treatment,
- 07:12engage FDA.
- 07:13He developed a multiple treatment
- 07:15for rare disease and a lot of
- 07:17the signature program.
- 07:18If I look at the CV that's a list
- 07:20of engagement with FDA and make
- 07:22sure the patient in the clinical
- 07:25gather that hope to after diagnosis.
- 07:28And this clearly is a proliferix kind of Pi.
- 07:32He published 650 paper and a lot
- 07:37of clinical protocol and a lot of
- 07:39product treatment FDA approval there.
- 07:42Then he also discovered the signature
- 07:45program is he discovered the molecular
- 07:48basis for the cystinosis or sciatic
- 07:51acid disorder which is pretty rare for
- 07:53many of you probably have not heard
- 07:55about and he probably will tell the
- 07:57story too and the many other rare
- 07:59disease most in the metabolic related.
- 08:02Then his group after study UDP
- 08:06discovered almost 300 disease gene and
- 08:10the disorder and the more then as a
- 08:15mentor I should mention Bill Trader
- 08:19train 42 clinical biochemical genetic
- 08:23fellow almost ten 110th of anti people
- 08:27board certified in my specialty.
- 08:30He was the first one push for
- 08:33the new specialty called medical
- 08:35biochemical genetics,
- 08:36which I was the beneficiary.
- 08:39I was the first founding fellow 2009 five
- 08:44for because he's a vision for that program.
- 08:48So you can see many of people he
- 08:51trained including here and many
- 08:53other institution is a leader in
- 08:55the biochemical genetics.
- 08:57As I said,
- 08:58I would leave the UDPUT not touch that part.
- 09:00He would tell the story.
- 09:02Because of that you can clearly see
- 09:06how much accomplishment and reward
- 09:08that he has got. It's a long list.
- 09:10I just pick a few.
- 09:12I I I actually copy from his CV
- 09:14make sure I cover some major one.
- 09:17He received multiple time for
- 09:19NIH director award many years
- 09:21throughout his career.
- 09:23He,
- 09:23as NICHD Hall of the honor only 15 scientists
- 09:28was recognized, would recognize
- 09:322013, including three or four Nobel Laureate.
- 09:36In that list he was the president of
- 09:39a Society of Embroiler metabolism.
- 09:42He received the Nathan Davis Award,
- 09:44outstanding government service
- 09:46from AMA Euris Lifetime Chiefman
- 09:50Award and 2019 he was elected for
- 09:54National Academy for Medicine.
- 09:57With that I guess I should
- 09:59say a few personal notes.
- 10:01As you know I I'm clinical genetics
- 10:03also clinical I think I call them
- 10:05medical biochemical genetics,
- 10:07not clinical biochemical genetics
- 10:08that's more lab to direct it.
- 10:10So I definitely know Bill's all works before
- 10:13I know him in person so we can know him.
- 10:16It's when the UDN when I was at Duke.
- 10:20We are part of a clinical side of the UDN
- 10:24funding like the first seven side name.
- 10:26So we met her before the COVID.
- 10:29We met her regularly quarterly
- 10:31at DC or some other House Hotel.
- 10:35Now we're starting to engage with a
- 10:38Bill and learn he's a he's a great
- 10:42visionary leader for this field.
- 10:44One thing I like very much is
- 10:45every time you notice Consortium,
- 10:47so many people in a meeting and he
- 10:49often time opened up the talk at
- 10:51the beginning for the Consortium
- 10:52as you know to try to get all these
- 10:54smart people in the same room to
- 10:56talking some challenging topics,
- 10:58a very,
- 10:59very sometimes very challenging.
- 11:00So Pierre usually opened up
- 11:04sometimes kind of light moment joke
- 11:061st and make everyone laugh first.
- 11:08So as you can see it when you laugh,
- 11:11everything can synchronize very well.
- 11:13After that initial sort of first
- 11:15few minutes you always can find
- 11:17a way to make everyone laugh.
- 11:19And before we get in serious
- 11:21about our serious topic so that
- 11:23I was fair bit impressed,
- 11:25I'm missing out a lot of things
- 11:27are really good to hear.
- 11:28I hope we can join you back and
- 11:31enjoy that part of learn how you
- 11:33are leading this consortium and and
- 11:36visionary leader for this very,
- 11:38very challenging topic for
- 11:40often time in the medicine.
- 11:43And also I think 2015 was a Project
- 11:47B and I have made a trip to the
- 11:50Shanghai to kind of disseminate all
- 11:54Nash international outreach for UDA P
- 11:58program that was great fun to when together.
- 12:01I really still remembers a lot of people
- 12:03also almost try to show one picture here.
- 12:06We will definitely show
- 12:07next time with that Bill,
- 12:08thank you so much for coming
- 12:10from your busy schedule and we're
- 12:11looking forward to your talk.
- 12:17Thanks very much.
- 12:18I'll try to get people to laugh
- 12:20with me rather than laugh at me.
- 12:22And also some of the jokes that I tell here,
- 12:25I can't actually tell in Shanghai,
- 12:28but where's this all? Here we go.
- 12:30So and I want to tell stories today,
- 12:33stories about unusual diseases and mechanisms
- 12:36of disease that you're not so likely to see,
- 12:40but that still interest us and may have
- 12:43applications to common disease because
- 12:45that's what happens with some rare diseases.
- 12:48And I want to mention that Cindy Tift is the
- 12:51Director of the pediatric portion of the
- 12:54UDP and David Adams does the bioinformatics.
- 12:56And we have two great neurologists
- 12:58I mentioned here and two great
- 13:00internists and a psych coordinator.
- 13:01And this program is supported by the
- 13:05volunteer efforts of a huge number of
- 13:07experts within the intro program of
- 13:09the NIH experts in rare diseases there.
- 13:12This program was established in and
- 13:15announced in May of 2008 with two goals.
- 13:18One to help people reach a diagnosis
- 13:20when they've sought A diagnosis
- 13:22and haven't been able to get one,
- 13:24and the other is to discover new
- 13:26things about biochemistry and cell
- 13:28biology and mechanisms of disease.
- 13:29So to contribute to medicine.
- 13:31And the way it works is that the
- 13:34applicants submit their medical records
- 13:35and I for the adults and doctor TIFF for
- 13:38the children will look them over and
- 13:40triage them to different experts to say,
- 13:43offer an opinion about whether this
- 13:46is reasonable or not as something
- 13:47that we should study.
- 13:49We only accept about 1/3 or so of the
- 13:52people who apply and we offer some advice
- 13:55to the others and the ones that we see,
- 13:57we see for a week at the NIH free of charge.
- 14:00So we don't charge any third parties either.
- 14:03Over the course of the last 15 or 16 years,
- 14:05we've seen over 6000 medical records
- 14:07and seen over 1600 at the NIH.
- 14:10A lot of kids and more than half of
- 14:12our cases are neurological cases,
- 14:14a lot of exomes and especially family exomes.
- 14:17We get a skin biopsy for fibroblast
- 14:20culture to do some gene function
- 14:22studies on about 70% of the patients.
- 14:25We see a lot of diagnosis and
- 14:28publications as well.
- 14:29And for the genetics,
- 14:32we can do customized
- 14:35personalized phenotyping,
- 14:36but also some of the genetics
- 14:39that's available commercially.
- 14:40We also do snip arrays on many of our
- 14:44patients and excellence and genomes
- 14:45as I mentioned and for some of them
- 14:48when we have multiple different
- 14:49candidate genes and variants and genes,
- 14:52we'll do functional studies in
- 14:54fibroblasts and there's a model organisms
- 14:56core as well that we can employ.
- 14:59I wanted to give you some examples
- 15:01of discovery and this is an early
- 15:03discovery of ours.
- 15:04We saw five adults from the Kentucky,
- 15:08Ohio region who are all siblings and
- 15:11they had claudication in their lower
- 15:13extremities because of ischemic pain.
- 15:15So vascular insufficiency is what they had.
- 15:18Their coronaries were largely
- 15:21spirit, but these are their arteries
- 15:25and this is there's no contrast here.
- 15:28So this is all calcification of their
- 15:30femoral and popliteal arteries.
- 15:31And here it is on PA.
- 15:34And see the Der Salus petis calcified here.
- 15:38No wonder they had pain and they were
- 15:42surviving off their collaterals.
- 15:44And they also had in the metacarpal
- 15:46phalangeal joints some calcification.
- 15:48There you can see that as well.
- 15:51Well, it turns out that their
- 15:53parents were third cousins,
- 15:55and we know that the first
- 15:56cousins share 1/8 of their genes.
- 15:58Second cousins share 132nd of their genes.
- 16:01Third cousins share one 128th of their genes.
- 16:04So if we're going to consider this a
- 16:07recessive disorder that may be caused
- 16:10by the consanguinity that they have,
- 16:12we can look in one 128th of their genes,
- 16:16that is to say,
- 16:17the regions in which they are homozygous.
- 16:20And the reason that that's important is
- 16:21because in that region of homozygosity,
- 16:23if you have one variant,
- 16:25you're going to have two variants,
- 16:26and this could have caused
- 16:28a recessive disease.
- 16:29Well, it turns out that there
- 16:31were such regions on a SNP array,
- 16:33single nucleotide polymorphisms.
- 16:35That disarray contains a million of those,
- 16:39meaning that since they're 3.2 billion bases,
- 16:42these SNPs are about 3000 bases apart.
- 16:47And every one of these little
- 16:49blue dots is a SNP.
- 16:50And so the those blue dots,
- 16:55the separation between them
- 16:56represents 3000 bases.
- 16:58So this is a region of chromosome 6,
- 17:00and what's shown those dots
- 17:03are only the heterozygous SNPs.
- 17:05So we've eliminated the top ones
- 17:07which are the AAS and the bottom
- 17:09ones which are the BBS and this,
- 17:11these are the ABS that you see.
- 17:13And you can see that for the siblings here,
- 17:16that's children 12345.
- 17:18They all have a region with
- 17:21no heterozygosity.
- 17:21So they're homozygous in this region,
- 17:23meaning that this if there's a variant here,
- 17:26they're going to have it on
- 17:27both of their alleles.
- 17:29And that was a region of 22
- 17:31mega bases with 92 genes.
- 17:32And our heart,
- 17:33lung and blood associates picked out
- 17:36anti 5E as a candidate for causing
- 17:38this disease and that encodes CD 73,
- 17:43an enzyme in the vascular endothelium
- 17:46that converts AMP to adenosine
- 17:49and inorganic phosphate.
- 17:51And in fact these five individuals
- 17:54you see here had all homozygous
- 17:58nonsense mutation shown here we found
- 18:01another family with three affected
- 18:04individuals with a different mutation,
- 18:06also homozygous and then a compound
- 18:09heterozygous family as well.
- 18:11So those individuals in three
- 18:13different families.
- 18:14And it turns out that the
- 18:16fibroblasts expressed this gene.
- 18:17So here's NT 5E expression in normals.
- 18:20And then in two of the affected individuals,
- 18:23the enzyme activity was also
- 18:24decreased in the fibroblast,
- 18:26and this enzyme activity could
- 18:28be rescued by transduction with
- 18:30a vector that contains CD 73,
- 18:32the missing enzyme.
- 18:33So we're trying to prove fusality here,
- 18:36and that's pretty much how we get it.
- 18:38Furthermore,
- 18:38the fibroblasts express not only the
- 18:41genotype but a phenotype and the
- 18:45phenotype was increased alkaline
- 18:47phosphatase activity.
- 18:49You'll see why this is important,
- 18:50but this is the affected patients
- 18:54cultures of fibroblast stained
- 18:56for alkaline phosphatase.
- 18:58This is the control and when
- 19:00you treat with adenosine,
- 19:01which is the missing product of the CD 73,
- 19:06you mitigate the alkaline phosphatase
- 19:09excess and in other words, it rescues it.
- 19:12It not only rescues that,
- 19:14but it rescues calcification.
- 19:17Alizarin red staining is a
- 19:20reflection of calcium accumulation.
- 19:23So here's the affected
- 19:24compared to the normal.
- 19:25And here is the cell culture of the
- 19:30affected individuals transduced
- 19:32with a lentivirus containing CD73.
- 19:34You see it corrects the calcification.
- 19:37So does adenosine,
- 19:39again the product that's
- 19:40missing and so does levamisol,
- 19:42which is an inhibitor
- 19:44of alkaline phosphatase.
- 19:45So alkaline phosphatase is very important,
- 19:48has a very important role in this.
- 19:51And that that role is shown here.
- 19:53Ordinarily on the vascular endothelium
- 19:56you have CD 73 converting AMP to
- 20:00adenosine and then adenosine interacts
- 20:02with the vascular cell receptors.
- 20:05To trophically inhibit tissue non
- 20:08specific alkaline phosphatase.
- 20:10When that doesn't happen and and you
- 20:12see that in the patient's fibroblasts
- 20:14that didn't happen because the patients
- 20:17had increased alkaline phosphatase,
- 20:19then the alkaline phosphatase
- 20:20which is supposed to go to the
- 20:23surface of the cells and convert
- 20:26pyrophosphate into inorganic phosphate,
- 20:28that doesn't happen and instead you
- 20:31have too much alkaline phosphatase and
- 20:34the inorganic phosphate is formed and
- 20:37it enhances mineralization whereas the
- 20:40pyrophosphate normally inhibits and
- 20:42that accounts for the calcification
- 20:44in the vessels of these individuals.
- 20:48Here's another case,
- 20:51an 18 month old little girl who had
- 20:53failure to thrive and some intestinal
- 20:56problems with TTP and dependent etcetera.
- 20:58But her sort of claimed the fame for
- 21:03this particular disorder was she had
- 21:05hypopigmentation and the poor visual
- 21:07acuity that associates with it.
- 21:08Also had organomegaly, liver,
- 21:10spleen, kidney and storage there,
- 21:13and also had developmental delay with
- 21:17poor myelination and some infections too.
- 21:22But I'll mention this before telling you
- 21:25why she had no osteopatrosis and we'll
- 21:29keep that in mind when we see what she had.
- 21:33So here she is.
- 21:36She has cutaneous albinism
- 21:38and also white hair.
- 21:41She actually has some pigment in her iris,
- 21:43which is very unusual and
- 21:45delayed myelination here.
- 21:46And here's her storage in the liver,
- 21:49these big storage cells and in the
- 21:52duodenum and in the PMMS etcetera.
- 21:54And even in the fibroblast,
- 21:55she has bacols here.
- 21:57Bacols are better seen here as well.
- 22:00And then we found another patient who
- 22:03had essentially the same phenotype.
- 22:05So again, hypopigmentation,
- 22:07large liver, spleen,
- 22:09kidney and storage,
- 22:11developmental delay for myelination
- 22:14and no osteoporosis.
- 22:17Here's the fella and his dad,
- 22:19and here's the poor myelination.
- 22:22And here's the storage.
- 22:24And the storage and the storage fibroblast.
- 22:28Well,
- 22:28it turns out we found a de Novo
- 22:31mutation in a gene called CLCN 7,
- 22:35and CLCN 7 has a particular
- 22:38function in lysosomes.
- 22:40When the proton pump pumps hydrogen
- 22:43ions into a lysosome it does so
- 22:45for a long time and and then the
- 22:48hydrogen ions accumulate on the
- 22:49inner membrane of the lysosome
- 22:51and create an electric chemical
- 22:54gradient against which the next
- 22:56proton has a hard time getting in.
- 23:00So in order to dissipate that gradient
- 23:04God created CLCN 7 to put a counter
- 23:08ion chloride into the lysosome.
- 23:11So you if you don't have CLCN 7 you can't
- 23:14acidify the lysosome very well at at all.
- 23:18So chloride,
- 23:19This CLCN 7 provides the
- 23:21counter ion for this.
- 23:23And in fact there's a disease
- 23:25associated with loss of function
- 23:27by allelic mutations in CLCN 7.
- 23:30That is a disease called osteopatrosis.
- 23:32So in other words,
- 23:33the bone doesn't get broken down
- 23:35because the osteoclasts can't create
- 23:39the lacunae of acidic lysosomes to
- 23:43use the hydrolases to breakdown the
- 23:45bone so they have osteopetrosis.
- 23:48Again, loss of function bileelic.
- 23:50This was instead a mutation
- 23:52in a different spot which was
- 23:55monolelic and de Novo.
- 23:57So we posited that this
- 23:58is a gain of function.
- 24:00And our collaborator Joe Mendel and
- 24:02NANDS did patch clamp studies of
- 24:05xenoposol sites to demonstrate the
- 24:07chloride channel and the chloride
- 24:09movement across the membrane
- 24:12of these oocytes.
- 24:13When he put in the wild type,
- 24:15he got this much current.
- 24:16When he put in the mutant,
- 24:17he got this much current.
- 24:18And that increase in current was
- 24:21associated down here with more acid.
- 24:26In other words,
- 24:27hyperacidosis of the lysosome.
- 24:30Used fluorescent markers to demonstrate that.
- 24:33But you can see the difference
- 24:34in fluorescence in the
- 24:35pro band, the other pro band and
- 24:38the consequent decrease in pH
- 24:41really only a .2 or .3 units of pH,
- 24:45but that's it's a log scale.
- 24:48So that's a lot of more acid in
- 24:51these lysosomes of these individuals.
- 24:54So we're saying that this is a new
- 24:56disease associated with hyper acidity
- 24:58of the lysosomes and you can see why
- 25:01that would cause storage because the
- 25:03lysosomal hydrolases not only need acid,
- 25:06they needed the the right pH.
- 25:09Isn't a an optimal pH occur for these things,
- 25:14So it can't be too acid.
- 25:15It can't be not enough.
- 25:16Not only that,
- 25:17but this was a dominant disorder and we
- 25:21proved that by transfecting the mutant
- 25:25CLC on 7 gene into normal fibroblasts.
- 25:30So remember these normal fibroblasts
- 25:31is a normal contingent of CLC on 7.
- 25:33Now they've also got the the mutant
- 25:35and the mutant causes the accumulation
- 25:37of vesicles that you see here.
- 25:39So dominant disorder and then our
- 25:43people Rallu and May created a mouse
- 25:47knock in of the mouse paralogue of
- 25:51it's called CLCN 7 and those mice are
- 25:55a little bit hypo pigmented and they
- 25:58have the back rules and they have
- 26:00the storage in their liver etcetera.
- 26:02Well,
- 26:03one interesting issue is that you
- 26:05can actually alkalinize lysosomes.
- 26:07We knew this from the early studies
- 26:09of new fell etcetera and the way you
- 26:11can do it is by giving chloroquine.
- 26:13So we fed these folks fed chloroquine
- 26:18and lysotrac or red is an indication
- 26:21of lysosomal acidity.
- 26:23So all this red here and then you
- 26:26add more higher concentrations of
- 26:27chloroquine and the red goes away,
- 26:30meaning that you're now offering
- 26:32some alkalinization to the lysosomes
- 26:34and you can see that the pH actually
- 26:36goes up with increased chloroquine.
- 26:38Well,
- 26:38one the the physician for the patient
- 26:41from Ghana was Doctor Deborah de
- 26:44Salvatore in New Brunswick and
- 26:46she wrote a protocol to treat her
- 26:49patient with chloroquine.
- 26:50And when she did that,
- 26:52his kidney size decreased.
- 26:53He had more energy.
- 26:55He rolled over for the
- 26:57first time in his life.
- 26:58Both of our patients died their disease,
- 27:01but a number of other patients
- 27:03have appeared and we're trying to
- 27:07establish a protocol to treat them
- 27:09with the legal specific Aligos
- 27:10because this is a gain of function
- 27:12that maybe you could knock down.
- 27:17Another case of a couple of
- 27:18brothers who we saw early and
- 27:21they had lost some milestones,
- 27:22became a toxic and myoclonic, had seizures.
- 27:26One of them died and they had an
- 27:28MRI that showed a small cerebellum
- 27:30and we didn't know what they had.
- 27:33So here's the small cerebellum
- 27:34which you can see in the pro band
- 27:36compared to the mom and the dad.
- 27:37So we did an exome sequencing on
- 27:40the family and it turns out there
- 27:42are six members of the family.
- 27:44So we had the parents and we had
- 27:46two affected and two unaffected.
- 27:48And when you compare 1 exome
- 27:50with another exome,
- 27:51there'll usually be about 20,000 variants.
- 27:55So among all these family of six,
- 27:56there are 120,000 variants that were
- 28:00different and so we had to filter
- 28:02that down and we finally filtered it
- 28:04down to considering that this was
- 28:06going to be a a recessive disease
- 28:08because the parents were first cousins
- 28:09and shared 1/8 of their genes.
- 28:11So we're looking for a recessive
- 28:13disorder with the homozygous variant
- 28:15that we would call a mutation
- 28:18eventually found one in AFG 3L2.
- 28:20So homozygous for that and AFGL 3L2.
- 28:25AFG 3L2 is a very interesting
- 28:28mitochondrial protease that is important
- 28:31for the formation of axons in nerves,
- 28:35and this protein does two things.
- 28:39It forms a heterodimer with a
- 28:42protein called paraplegian and then
- 28:44it forms a homodimer with itself.
- 28:47And there were already diseases
- 28:49associated with AFG 3O2 and paraplegia.
- 28:53The paraplegian gene was a recessive
- 28:57hereditary ******* paraplegia
- 28:59and the AFG 3L2
- 29:03disorder was SCA 28 was a
- 29:07dominant spinal cerebellar ataxia,
- 29:09but this was the first occasion in which
- 29:12there were bioelic mutations in AFG 3L2.
- 29:14In other words, complete loss of function.
- 29:16So this protein could no
- 29:19longer react with itself.
- 29:21There were no good copies to form the
- 29:25homodimer and it can no longer react with
- 29:28paraplegion and form the heterodimer.
- 29:29So these patients,
- 29:31these boys had both diseases,
- 29:33they had both SBG 7 and SCA 28
- 29:36along with myoclinic epilepsy only
- 29:39patients in the world with that.
- 29:42So over the course of our work in the
- 29:46undiagnosed these program which is
- 29:49within the NIH intramural program,
- 29:51we have discovered 30 new disease
- 29:54gene associations and some of
- 29:56them are listed here.
- 29:57So the phenotype on the left and then
- 30:00the gene associated with it on the right.
- 30:02And obviously in order to prove
- 30:04that you have this association,
- 30:07you need to publish it,
- 30:08which means you need at least
- 30:09two cases to demonstrate it.
- 30:11And here are 15 other ones.
- 30:16Now I want to show you a phenotypic
- 30:18expansion because sometimes we discover
- 30:20new diseases and sometimes we discover a
- 30:23different expression of a known disease,
- 30:25and that's what we're going to show you here.
- 30:27This is a tube B4B tubulopathy.
- 30:31So you know, the microtubules transport
- 30:35things like small vesicles from near the
- 30:39nucleus to the plasma membrane, etcetera.
- 30:41So here's a little girl who's got some
- 30:43eye findings and some dysmorphisms
- 30:46and she's got hypophosphatemic
- 30:48rickets along with nephrocalcinosis.
- 30:51In fact, we documented renal tubular
- 30:54Fanconi syndrome in here along with
- 30:56hearing loss and her hypotonia and
- 30:59we found a de Novo heterozygous
- 31:01mutation in tube B4B and we eliminated
- 31:05all other causes of that we knew of
- 31:09renal tubular Franconi syndrome.
- 31:10Incidentally, a lot of this work
- 31:12was done by Jason McFadden here,
- 31:14who is matriculating into Yale
- 31:16Medical School next year.
- 31:17So we're all proud of him.
- 31:20And so the known diseases of tube B4B,
- 31:23the at least two phenotypes associated,
- 31:25one was up here with this mutation,
- 31:27the C1171 and this the 1172 etcetera
- 31:31and they all had the auditory
- 31:33dysfunction and some eye findings
- 31:36etcetera along with various other stuff.
- 31:39But none of the patients associated with
- 31:42these mutations had renal tubular Franconi
- 31:45syndrome or hypophosphatemic rickets.
- 31:47Ours was a different mutation.
- 31:51In order to understand how
- 31:53this might be occurring,
- 31:55we got help and collaboration from
- 31:58an expert in this in child health,
- 32:02and he taught us about microtubules.
- 32:06They start out as dimers of alpha
- 32:08and beta tubulin,
- 32:09and then they form lines,
- 32:11and then the lines line up and form
- 32:14essentially circles,
- 32:15which are really cylinders.
- 32:18And there's an edge that is growing.
- 32:22I'll show you that here the edge
- 32:24grows and then it recedes.
- 32:27And this growth and recession
- 32:29is critical for movement of
- 32:34vesicles along these microtubules.
- 32:36If you don't have this ability
- 32:38to grow and to recede,
- 32:39you can't move things and the
- 32:42microtubules don't form properly.
- 32:45So it turns out that there's a site on
- 32:49the tube B4B that is responsible for the
- 32:54microtubule assembly and disassembly.
- 32:57And that site is a site that binds
- 33:01GTP and has a GTPA that hydrolyzes
- 33:08the GTP to GDP.
- 33:10And that site is here and the
- 33:15mutations in previous cases are
- 33:17here and here having nothing to do
- 33:20with that Gtpa's activity site.
- 33:23But our patients mutation is right
- 33:26nearby and likely affected that Gtpa's
- 33:29activity and site and therefore impaired
- 33:33the disassembly of these microtubules.
- 33:36And there's evidence for that,
- 33:38biochemical evidence because when
- 33:40microtubules don't disassemble,
- 33:42they stay around longer and
- 33:45therefore they are modified and
- 33:47they're modified by acetylation.
- 33:49So when you measure total
- 33:52turbulent by a western blot,
- 33:54you see that the control and the probe
- 33:56band have the same amount roughly,
- 33:57but when you measure accelerated tubulin,
- 34:00the probe band has much more
- 34:02because the stuff is sitting
- 34:04around not being disassembled.
- 34:06This is a little bit to me like
- 34:08collagen being over modified.
- 34:09When there are variants and it stays,
- 34:11it has more time to be modified anyway.
- 34:16This indicates that the disassembly
- 34:18did not occur properly and leads
- 34:20us to the hypothesis for the
- 34:22renal tubular Franconi syndrome,
- 34:24namely that these tubules in renal
- 34:29tubular cells in proximal tubular
- 34:31cells move vesicles which contain
- 34:36phosphate transporters like SLC 34A3.
- 34:41And those transporters in the
- 34:42vesicles need to be moved to the
- 34:45plasma membrane of the tubules
- 34:46in order for them to function to
- 34:49reabsorb phosphate back into the body.
- 34:51And when that doesn't occur because there's
- 34:54no disassembly of the microtubules,
- 34:57the stuff the vesicles don't move,
- 34:59the transporter is not moved to the
- 35:01plasma membrane and these individuals cannot,
- 35:05cannot reabsorb their phosphate.
- 35:07So we told the family about this.
- 35:11It had been 10 years.
- 35:12We'd seen the family, but kept working
- 35:14on it and they were very pleased.
- 35:16And that's Jason. OK.
- 35:18So I would say that first of all,
- 35:21collaboration is important.
- 35:22This is possibly a mechanism for
- 35:25hypophosphatemic rickets and it was a great
- 35:27learning experience for for everybody.
- 35:29I'm going to quickly go through some
- 35:33diagnosis to demonstrate the unusual
- 35:35nature of the diagnosis that we make.
- 35:38Here are some that are we would call rare
- 35:41and I have like several slides of this.
- 35:43So I'm going through these fast.
- 35:44You don't have to actually look at any
- 35:47of these unless you find it of interest.
- 35:49But you see five in the world,
- 35:50six families in the world,
- 35:5120 families in the world,
- 35:52etcetera.
- 35:53Really unusual stuff because we get our
- 35:55patients from major medical centers that
- 35:57have already worked up the patients,
- 35:59you know really a lot and more diagnosis.
- 36:04I generally say that if you know
- 36:07all or almost all these diagnosis,
- 36:09you should get a life.
- 36:14Even geneticists will not know most,
- 36:16most of these in general and
- 36:18some the recent diagnosis.
- 36:20Yeah, I don't want to waste a lot of time
- 36:22on this but a lot of and then a couple
- 36:25of cases of personalized treatment.
- 36:27This is a 12 year old girl who had
- 36:29these exostoses and you can see it's
- 36:32not pleasant and you can see it with
- 36:34the arrow here and turns out she
- 36:38had familial tumoral calcinosis,
- 36:40which I know you know about time,
- 36:42but this is an FGF deficiency
- 36:45because FGF is a hormone that causes
- 36:49phosphate to be excreted in the urine.
- 36:52And if you don't have FGF you you
- 36:56instead reabsorb the phosphate and you
- 36:58have a lot of phosphate inside you.
- 37:00So an FGF deficiency will cause a high
- 37:04tubular reabsorption of phosphate.
- 37:05But you see here in the fourth line,
- 37:07fifth line or something,
- 37:09it's 96% or so and it it should
- 37:12be probably less than 80% or so.
- 37:15So we know that mutations in this
- 37:18Henacetyl galactosamineal transferase
- 37:22which puts an anaceto group on to FTF 23,
- 37:26see here.
- 37:27These are the anaceto
- 37:30galactosamineal residues
- 37:32along with sugars on FTF 23.
- 37:35These protect FTF 23 from being
- 37:38broken down and if you don't have
- 37:40that enzyme to put on then you
- 37:43don't have the protection and then
- 37:44the FTF 23 gets broken down and
- 37:47becomes inactive and essentially
- 37:49that's this is the mutation just
- 37:52showing that and showing that there
- 37:54was a lot of C terminal meaning
- 37:58broken down FTF 23 that caused this.
- 38:01So we're able to treat with debulking
- 38:04and a low phosphate diet etcetera
- 38:06and also an anti-inflammatory.
- 38:08So there was treatment associated with this.
- 38:12A second example of taking a rare disease,
- 38:15making a diagnosis and being able
- 38:17to treat is this 14 year old from
- 38:19Nigeria whom we didn't see because
- 38:21we couldn't get her over here.
- 38:22But also we we got her DNA etcetera
- 38:25and she had a lot of fractures
- 38:27and rickets and was treated with
- 38:30surgery and vitamin D here her,
- 38:33her X-rays and here she is spending
- 38:37most of her life in casts etcetera.
- 38:40And so we knew that there was
- 38:43a differential for the rickets
- 38:45including vitamin D deficiency,
- 38:46hypophosphatemia and metabolic acidosis.
- 38:48We got our labs showed the low phosphorus,
- 38:52the high up phos, it's a bone,
- 38:54bone breakdown,
- 38:55but you also had low serum bicarb
- 38:58and low serum potassium.
- 38:59So we got our DNA and we found
- 39:03the mutation in SLC 4A1 which is
- 39:08a transporter for chloride and
- 39:11bicarbonate in the distal renal tubule
- 39:13and it means that the treatment for
- 39:16her instead is alkali replacement
- 39:18and potassium and not more vitamin
- 39:21D and surgeries all the time.
- 39:23I think this is the final case.
- 39:26I'm going to show you a 22 year
- 39:28old woman with dystonia.
- 39:30And when she was in grade school,
- 39:33her teacher, she would grip her hand like,
- 39:35like a pen,
- 39:36like like this because she
- 39:38had dystonia in her fingers.
- 39:39Teachers, you know, holler at her,
- 39:41that's not the way to hold a pen, etcetera.
- 39:42She couldn't help it.
- 39:44And later she had trouble with her
- 39:46gait because of dysonia, you know,
- 39:48muscles clenching like this.
- 39:49But mainly she had problem with her tongue.
- 39:51She couldn't eat properly.
- 39:53She lost weight down to 80 lbs.
- 39:54She couldn't speak properly, etcetera.
- 39:57And we found a monolithic mutation in KMT 2B,
- 40:00which is a histone lysine methyl
- 40:03transferase and we didn't know
- 40:05that there was an association with
- 40:07this disease at the time, but.
- 40:09Because we were sharing,
- 40:11we put this on a website that
- 40:13other people could see.
- 40:14One of those people was Doctor Manju Korean,
- 40:18who ran a dystonia clinic in London.
- 40:20And she called me up one day and said,
- 40:24you know,
- 40:25I have 20 patients with KMT 2B mutations,
- 40:28and five of them we've treated
- 40:31with deep brain stimulation.
- 40:33So we work together somewhat.
- 40:35And then found another patient.
- 40:37Doctor Soldadas is a neurologist
- 40:39that saw this 20 year old,
- 40:41very similar history to the one
- 40:42that I just showed you.
- 40:43This 20 year old had clumsiness,
- 40:45poor Gait, couldn't speak properly
- 40:47because of dystonia on her tongue.
- 40:50She couldn't write properly,
- 40:52treated with Baclofen, etcetera,
- 40:55etcetera. And here she is. Yes,
- 41:02the normal cognition, normal adultion,
- 41:06can't move properly. Lying in bed,
- 41:09able to signal,
- 41:13able to learn by signaling,
- 41:35Doing that with our
- 41:51I don't know who this Taylor Swift is,
- 41:53but she apparently likes a song of hers.
- 41:57In any event, we found that this young
- 41:59lady also had a de Novo KMT 2B mutation,
- 42:02therefore recommended treatment
- 42:04with deep brain stimulator.
- 42:06And here she is after the
- 42:10deep brain stimulation.
- 42:14And I I I guess maybe I don't have
- 42:16to sort of emphasize how important
- 42:18small increments and this maybe
- 42:20not as even a small increment.
- 42:23But when you have someone who's so
- 42:25devastated that the activities of
- 42:26daily living are so difficult for not
- 42:29only the patient but for the family,
- 42:31this was transformational for this family.
- 42:36And why did it occur?
- 42:38I mean, she can walk steps.
- 42:43You know, I'm going to go on here.
- 42:45But it occurred because we shared
- 42:50something and someone else shared with us.
- 42:54OK, so a couple other things we do.
- 42:56We have rounds on Thursday mornings
- 42:58and that for basically people between
- 43:01college and medical school or Graduate
- 43:03School and present cases in person,
- 43:06journal club and stuff like that.
- 43:08In 2014, as Yahoo we mentioned,
- 43:12we expanded to the Undiagnosed
- 43:14Diseases Network, which is a national
- 43:18consortium with 7 clinical sites,
- 43:20a coordinating center, sequencing cores,
- 43:23a metabolomics core model,
- 43:26orchism screening center that does largely
- 43:29Drosophila and Zebrafish and a repository.
- 43:33I'm Pi of the protocol because
- 43:35it's the research protocol.
- 43:36Every patient enrolled as a research patient.
- 43:39So we do the genetics especially
- 43:42and expanded to 11 sites,
- 43:45extramural sites,
- 43:45the UDP and the interim program
- 43:48is part of that as well.
- 43:50And that group saw almost 7000 applications
- 43:55and almost 2800 evaluated almost 2400
- 44:00individuals made over 700 diagnosis
- 44:03etcetera published a lot of papers in 2014.
- 44:06We also expanded to UDP sites around
- 44:11the world where the NIHUDP would
- 44:14served as a model and established the
- 44:18Undiagnosed Disease Network International,
- 44:20which has a website,
- 44:22a charter committees etcetera.
- 44:24We've had 12 meetings,
- 44:25Last one was in Tbilisi,
- 44:27Georgia,
- 44:28next one is in Seoul,
- 44:30Korea and have new initiatives
- 44:34including a diagnostics working
- 44:36group and a low and middle income
- 44:38countries working group that has
- 44:40representatives all around the world.
- 44:42And that working group is collaborating
- 44:45with the Wilhelm Foundation.
- 44:47Wilhelm Foundation is dedicated
- 44:49to the promotion of undiagnosed
- 44:54diseases programs throughout the
- 44:56world because Elaine Cedaroth,
- 44:58who founded this with her
- 45:01husband along with the UDP.
- 45:03In 2014,
- 45:03she came to my laboratory and wanted
- 45:06to have this Wilhelm Foundation
- 45:08founded because she had three children
- 45:11who all died of an undiagnosed
- 45:14neurological disease in childhood.
- 45:17So the Wilhelm Foundation and the UD
- 45:20and I working groups got together
- 45:23to establish the Champions program
- 45:25which I have so far identified
- 45:28individual physicians in the Congo,
- 45:32Ghana,
- 45:32Pakistan and Mali to establish
- 45:35undiagnosed disease programs there.
- 45:37And so the UD and I and the Willem
- 45:40Foundation can provide resources
- 45:42in terms of collaborations,
- 45:44access to sequencing, some teaching.
- 45:47In other words, people coming over to,
- 45:49for example,
- 45:50United States and Olaf Beaudemar's lab at
- 45:54Harvard and some financial support that,
- 45:57for example,
- 45:59came to the Wilhelm Foundation from
- 46:01the Chan Zuckerberg Initiative and
- 46:03is being funneled them to these
- 46:05champions in other countries.
- 46:10Yeah, this describes it.
- 46:11And this is one of the beautiful young
- 46:14patients in one of those countries.
- 46:18So I saw this leave you with the
- 46:22fact that there are many ways
- 46:23that we could work together.
- 46:25And I think you know there are referral
- 46:28of patients if you're interested,
- 46:30but you know we do have plenty of patients.
- 46:33But for example we have 1600 patients
- 46:36that we've seen and probably about
- 46:38800 of them have not been solved
- 46:40and we have genetics on them and
- 46:43really good phenotyping on them and
- 46:45we have fiberglass on most of them.
- 46:47So if you had a favorite gene and maybe
- 46:50there was a variance in that favorite
- 46:52gene that was associated with a phenotype,
- 46:55but it was only one patient and
- 46:57you didn't know if this variant and
- 47:00this gene was causal to the disease.
- 47:03You can tell me what the gene is and
- 47:04I'll tell you if we have a patient
- 47:06in our database that has a variance
- 47:08in that gene and then you can decide
- 47:09what you want to do with that Also.
- 47:12I think maybe I've already provided
- 47:13A protocol and consent and manual
- 47:15of operations here,
- 47:16but that's certainly available.
- 47:18I think our goal and maybe the
- 47:21goal of all of the physicians is to
- 47:24lend a helping hand and these are
- 47:29particularly needy group because
- 47:33not only isn't there a treatment,
- 47:34but there isn't a diagnosis and
- 47:37maybe especially there isn't even
- 47:39a community for them because they
- 47:41can't say what they have.
- 47:43So thank you for your attention.
- 48:00It's
- 48:02beautiful talk, beautiful stories.
- 48:05The story that is the most amazing
- 48:08is the story of the centre.
- 48:09In your story I had a question
- 48:13related to the tubulopathy that
- 48:17caused the Rick. It's not the Nigerian
- 48:19one, but the tubular
- 48:20mutation, and you describe
- 48:24the Fanconi syndromes.
- 48:27You couldn't tell whether it was
- 48:28isolated to phosphorus or other solutes
- 48:30were part of that phenotype as being.
- 48:36And I wondered if this might tell
- 48:40us if that protein has a specific
- 48:43role in intracellular
- 48:45trafficking of phosphate transporters
- 48:47versus other solute transporters.
- 48:51No, you you, you're you're right.
- 48:53And I failed to mention that the pancoli
- 48:56syndrome was, I would say isolated.
- 48:58In other words, she did not have, you know,
- 49:01Asturia or small molecular
- 49:03reporter. Yeah, she said that's why
- 49:05the hypothesis was that it was really
- 49:07the SLC or yeah, whatever it was. But I
- 49:10I think you're you're right that
- 49:14the microtubules made the important
- 49:18in other cells of the tubules of the
- 49:22kidney for transport of transporters,
- 49:26for movement of transporters to the membrane.
- 49:28And that has not been investigated in in fact
- 49:33the scene that I showed you was hypothetical.
- 49:35So we haven't actually demonstrated that that
- 49:37transporter didn't get there and that that
- 49:39was the cause that's this bottom
- 49:46doctor. Thank you for the
- 49:48inspirational background.
- 49:50The question I had was about your
- 49:52story about phenotype expansion.
- 49:55And as clinicians and diagnosticians,
- 50:00we often come across symbol gene
- 50:03disorder and it is actually able to
- 50:05talk about phenotype attention whenever
- 50:08there are any news from stations.
- 50:10So in this group of patients,
- 50:13are they two genetic diseases and
- 50:15some work by Jennifer Posey have
- 50:18shown that up to 5% may be higher.
- 50:21Individuals have two diseases coming together
- 50:25at bending or penotrive.
- 50:27So my question to you is in the
- 50:30undiagnosed disease program, are you
- 50:32recognizing that history? The answer
- 50:35is yes. We look for it.
- 50:37I I think that the expansion of
- 50:39phenotype was a little different
- 50:40because we could explain
- 50:42you know the other phenotypes findings,
- 50:45but we have a number of cases
- 50:47that we think that there's another
- 50:49gene involved and it's not just
- 50:52that it's a modifying gene,
- 50:54it's another monogenic disease
- 50:57that we haven't figured out.
- 50:59But when you have two of them,
- 51:01it's really and and and
- 51:02when they're both new,
- 51:03it's really difficult to distinguish the
- 51:06which of the phenotypes is associated
- 51:08with one variant and which might be
- 51:10associated with another variant.
- 51:12And I I guess I was talking to
- 51:13some of the people to hear that
- 51:17the pursuit of those really difficult
- 51:20cases takes this much effort and
- 51:22the pursuit of a new case that
- 51:25we see takes this much effort to
- 51:27get solution. Where should we spend our money
- 51:30and our resources and our time?
- 51:32So in a way we have to go for those
- 51:35really unusual cases that do match
- 51:37it that could be digenic and that
- 51:43will give us a good reputation and
- 51:45a big paper and stuff like that.
- 51:48But in that, in the time that we spend
- 51:51for that, we could see three new cases and
- 51:54diagnose two of them or whatever, you know.
- 51:57So really it's a prioritization issue,
- 51:59but the answer is yes.
- 52:01We think that we see number
- 52:03of diagenic disorders.
- 52:06I remember when I was working on cystinosis,
- 52:09we had a young man with cystinosis
- 52:12and when he ran the first base playing
- 52:14ball as an adolescent, his fever.
- 52:18Turns out he also had the braces,
- 52:20and we actually published that as an example.
- 52:24But you know,
- 52:26just because you have water energy
- 52:28doesn't need not to get it on.
- 52:50OK, let's just
- 52:53first she says thank you.
- 52:58My question is of hundreds
- 52:59of candidates Snips and then
- 53:02Glenbar and Polygon,
- 53:04DAD later than that has been
- 53:06invariant significance.
- 53:08How do you think of all
- 53:09topical pathogenic variants?
- 53:15Well, you can. You can
- 53:20see that
- 53:24one thing is the punitive
- 53:26inheritance pattern.
- 53:28So you pretty much can't single
- 53:32out those paths with the periods.
- 53:33If you just do a single Excel,
- 53:35you don't have the first thing.
- 53:37So if you have the parents,
- 53:38you can tell if it's inherited and if
- 53:43the IT segregates with the disease.
- 53:45So extremely important to have the parents,
- 53:49the truth, the trios are critical and
- 53:52then a quartet is helpful as well.
- 53:55So another sibling that's
- 53:56either affected or not
- 53:57affected and all that that's also
- 53:59beneficial, not as beneficial
- 54:01as having the parents alone. And then
- 54:04to have a fifth member of the family
- 54:06isn't quite so important.
- 54:08It's the quartet and the trio
- 54:11says for, But the the point is
- 54:13that the inheritance pattern
- 54:15and knowing who is affected by doing
- 54:18extensive phenotyping will help
- 54:20you to eliminate a huge number of
- 54:22the variants that have not
- 54:25already been eliminated by being
- 54:27associated with a benign phenotype.
- 54:31But a lot of times we'll end up
- 54:34with 510 or 20 variants that are
- 54:36candidates for causing the disease
- 54:38and then depending upon how specific
- 54:41the disease is determines how much we'll
- 54:44invest in the gene function studies.
- 54:48You know, because if there's now
- 54:49specificity in the phenotype,
- 54:51we're not going to spend
- 54:52a lot of time looking at
- 54:54such a very causing dysfunction.
- 55:03Anything else
- 55:25and diagnose?
- 55:29Thanks for popping
- 55:43up.