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Monther Abu-Remaileh | Intra-lysosomal lipid metabolism and neurodegeneration — Transcript

by American Society for Biochemistry and Molecular Biology (ASBMB) · 3,327 words · 540 segments · language en · Watch on YouTube

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  1. 0:00[applause]
  2. 0:05>> Thank you very much, Fred, for the kind
  3. 0:07introduction and uh I'm really honored
  4. 0:10to be here today and receive this award.
  5. 0:13Um I came into lipid research and I do
  6. 0:17agree with Fred without Avanti Lipids uh
  7. 0:19I think none of the stuff that you will
  8. 0:21see today will be uh possible to be
  9. 0:24done.
  10. 0:25Uh so
  11. 0:27I will start with
  12. 0:30just an introduction about the lab. We
  13. 0:32we are actually studying mostly
  14. 0:34lysosomal biology and biochemistry and
  15. 0:37uh it turns out that one of the major
  16. 0:40aspects of lysosome biology and
  17. 0:42biochemistry is degrading lipids and
  18. 0:44dealing with lipid uh recycling. And if
  19. 0:48you think where this would be most
  20. 0:49important, it turns out it's in the
  21. 0:51brain and this is why my journey ended
  22. 0:54up studying lysosomal lipid catabolism
  23. 0:57in brain diseases, especially
  24. 0:58neurodegeneration, and they will show
  25. 1:00you some stories that came from the lab
  26. 1:02just focusing about this aspect uh of
  27. 1:05lysosome biology.
  28. 1:08So just to be on the same page, uh the
  29. 1:10way we look at the lysosome is like uh
  30. 1:13any other biologist study this studying
  31. 1:15this organelle. This is the place where
  32. 1:18almost all types of biomolecules get
  33. 1:20degraded and the degradation of uh these
  34. 1:23molecules is guided by the flux of
  35. 1:26material to the lysosome either through
  36. 1:28endocytosis
  37. 1:30or through autophagy where
  38. 1:31macromolecules are being delivered to
  39. 1:33the lysosome to be recycled and their
  40. 1:36content being released again to to the
  41. 1:38cytosol. But also lysosome is important
  42. 1:41QC uh component of the cellular system.
  43. 1:44It degrades faulty organelle again
  44. 1:46recycling their content.
  45. 1:50The importance of the lysosome is really
  46. 1:53showing up uh by looking at the genetics
  47. 1:57of human disease. It turns out that we
  48. 1:59have almost 50 to 60 different lysosomal
  49. 2:03storage diseases. We recently discovered
  50. 2:05a new one. These were heavily studied in
  51. 2:08in the past where we have mutations
  52. 2:11directly in lysosomal genes, genes that
  53. 2:13encode lysosomal proteins either
  54. 2:15hydrolases or or transporters. So in
  55. 2:18this way we have material stuck in the
  56. 2:20lysosome that doesn't get out leading to
  57. 2:23what we call lysosomal storage diseases.
  58. 2:2570% of those are affecting the brain and
  59. 2:28that's why we think lysosome is really
  60. 2:30important in the brain.
  61. 2:33However, really the revolution and the
  62. 2:35understanding of lysosome biology came
  63. 2:37into play more recently when we started
  64. 2:40to realize that age-associated diseases,
  65. 2:43these are complex but much more common
  66. 2:46than the ultra-rare neuro lysosomal
  67. 2:49storage diseases, it turns out the
  68. 2:51genetics behind those diseases refer
  69. 2:54most of the time to the lysosome,
  70. 2:56especially in the case of Parkinson's
  71. 2:58disease. So if if you take GWAS studies
  72. 3:00or familial forms, in many cases these
  73. 3:03are the same lysosomal genes that cause
  74. 3:06lysosomal storage diseases but in this
  75. 3:08case only one allele is mutated. The
  76. 3:11other one is spared. Most probably
  77. 3:13that's why it takes a time uh some time
  78. 3:15until these people suffer from
  79. 3:18neurodegeneration.
  80. 3:19So my lab is focused on studying
  81. 3:21monogenic diseases to understand these
  82. 3:23complex ones
  83. 3:25and the question that we ask is so
  84. 3:27simple. What is exactly happening to the
  85. 3:30lysosome when we have these mutations?
  86. 3:32How can we define at the biochemical
  87. 3:34level the lysosomal dysfunction? And the
  88. 3:37way we do this is by directly looking at
  89. 3:39the
  90. 3:40m- small molecules inside the lysosome.
  91. 3:43So if the function of the lysosome is to
  92. 3:44degrade macromolecules into small one,
  93. 3:46the best way to analyze its
  94. 3:48functionality is to have quantitative
  95. 3:50tools that allow you to measure those uh
  96. 3:54degradation products. We do so with a uh
  97. 3:57method that Fred mentioned, which is the
  98. 3:59Lyso-IP that I developed when I was a
  99. 4:01postdoc in the Sabatini lab where we tag
  100. 4:04the lysosome with uh a membrane protein
  101. 4:07that has an epitope. Now you can take
  102. 4:09the cells, break them open, release the
  103. 4:11organelles, come with magnetic beads
  104. 4:14that would allow you to pull down these
  105. 4:16lysosomes and you get very uh enriched
  106. 4:19and sometimes ultra-pure lysosomal prep
  107. 4:22depending on the cell type. With these
  108. 4:24lysosomes you can do anything you want
  109. 4:26from biochemistry to quantitative omics
  110. 4:30analysis and you can even do patch
  111. 4:32clamping and other things.
  112. 4:34So the
  113. 4:35uh the thing here now, you have a very
  114. 4:37simple platform
  115. 4:39where you can engineer these mutations
  116. 4:41in human diseases in cell culture and
  117. 4:44then you can purify lysosomes and look
  118. 4:46exactly what's happening and not only
  119. 4:48looking at the whole cell changes that
  120. 4:50usually people used to to study in the
  121. 4:52past.
  122. 4:54When we decided to apply this technique
  123. 4:57and started my lab, I thought that I
  124. 4:59should be focusing on interesting
  125. 5:00diseases where the gene function behind
  126. 5:03those diseases is not understood yet.
  127. 5:05And we focused on these uh
  128. 5:08uh this group of disease called NCLs,
  129. 5:11neuronal neuronal ceroid lipofuscinosis.
  130. 5:14This is a neurodegenerative disease in
  131. 5:16kids where kids have dementia or
  132. 5:19parkinsonism phenotypes similar to the
  133. 5:22aged individuals but the age of 5 to the
  134. 5:24age of 10. So very severe
  135. 5:26neurodegenerative diseases in kids.
  136. 5:28Collectively they are the most common
  137. 5:30neurodegeneration in kids.
  138. 5:32But they are still rare diseases. They
  139. 5:34are caused by mutations in 14 different
  140. 5:37genes. These genes have different uh
  141. 5:39functions and in most cases we don't
  142. 5:42know the exact function of these genes
  143. 5:43but they are related to the lysosome.
  144. 5:47When we started we focused on CLN3 that
  145. 5:49causes the most common form. It's also
  146. 5:51called Batten disease. And the disease
  147. 5:54as I mentioned is very severe. By the
  148. 5:56age of 5 the kids will have vision
  149. 5:58failure followed by uh
  150. 6:01neurotypical neurodegenerative disease
  151. 6:03with mental decline, seizures, motor
  152. 6:05skills dysfunction, and very early
  153. 6:08death.
  154. 6:09So CLN3 function was not known uh back
  155. 6:12then but also we did not really know
  156. 6:14anything about the disease molecular
  157. 6:16pathology and uh we only knew that it's
  158. 6:19a membrane protein on the lysosome. We
  159. 6:22said let's take this one, knock out the
  160. 6:24CLN3 in cells, pull down the lysosomes
  161. 6:27and see what's changing. And it turns
  162. 6:29out when you knock out CLN3 you have
  163. 6:31this massive accumulation of the
  164. 6:34glycerophospho-
  165. 6:36uh diesters of the phospholipids. So you
  166. 6:40cleave the two acyl groups, you end up
  167. 6:41with the glysero- glycerophosphodiesters
  168. 6:44or we call them GPDs here that
  169. 6:47accumulate massively inside the
  170. 6:48lysosome. If you profile the cells or
  171. 6:51the brains, you see nothing. You only
  172. 6:52see it when you really look inside the
  173. 6:54lysosome.
  174. 6:55So this led us to hypothesize that there
  175. 6:58is
  176. 7:00what we call extralysosomal nutrient
  177. 7:02supply uh
  178. 7:04deficiency because these GPDs do have
  179. 7:07important neuronal nutrients including
  180. 7:10choline, inositol, and serine and we
  181. 7:12showed this in the paper. But what's
  182. 7:14interesting, we now have also potential
  183. 7:17biomarker for this disease. So we
  184. 7:19developed a tagless Lyso-IP with our
  185. 7:22collaborator that allow us to pull down
  186. 7:24lysosomes from patient samples and we
  187. 7:26did see exactly the same thing and
  188. 7:28physicians now are using this approach
  189. 7:32to define if variants in CLN3 are
  190. 7:34actually pathological or not.
  191. 7:37Which is very rewarding starting from a
  192. 7:39basic science uh
  193. 7:41work here.
  194. 7:42But we were also busy trying to know
  195. 7:44what exactly happens to the lysosomes
  196. 7:47once you accumulate those GPDs. Why they
  197. 7:49are bad. It turns out that these
  198. 7:51glycerophosphodiesters inhibits
  199. 7:53specifically the second step of
  200. 7:55phospholipid degradation causing massive
  201. 7:58accumulation of the lysophospholipid
  202. 8:00which is the intermediate inside the
  203. 8:02lysosome and this is a disruptive lipid
  204. 8:04because from a biophysical of point of
  205. 8:07view, it's very bad for the membranes to
  206. 8:09have large amounts of these
  207. 8:11lysophospholipids inside them.
  208. 8:15But when we were working on this uh
  209. 8:18biochemistry and using kinetics, we
  210. 8:20realized that the first step on
  211. 8:23degrading lipids is 1,200 times faster
  212. 8:26than the second one. So if you think
  213. 8:27about it from a very simple uh
  214. 8:30mathematics, you would realize that you
  215. 8:32have 1,200-fold more of this
  216. 8:33lysophospholipid accumulating. And that
  217. 8:36doesn't make sense because I just told
  218. 8:38you these lipids are so bad for the
  219. 8:40lysosome. So Sam and Wentao discovered
  220. 8:43that there is a whole new pathway in the
  221. 8:45lysosome that allow these lysolipids to
  222. 8:47get out of the lysosome for a quick
  223. 8:50recycling by re-acylation through the
  224. 8:52Lands cycle, which is really
  225. 8:55uh interesting to us because when we
  226. 8:57found this gene, we said there must be a
  227. 8:59neurodegenerative disease because that
  228. 9:01fits with the idea that lysolipids are
  229. 9:03bad but no one reported any disease like
  230. 9:06this back then.
  231. 9:08But a year after there was already
  232. 9:10patients collected showing that we have
  233. 9:13an autosomal recessive neurodegenerative
  234. 9:15disease in humans with spinster
  235. 9:17knockout. Uh sorry, spinster null
  236. 9:19mutations.
  237. 9:20And if you knock out spinster in the
  238. 9:23CNS, you get again
  239. 9:25uh
  240. 9:26uh typical neurodegenerative disease
  241. 9:28phenotype.
  242. 9:30So this all shows you that lipid
  243. 9:33catabolism, phospholipid catabolism in
  244. 9:35the lysosome is really tightly linked to
  245. 9:37neurodegeneration, something we did not
  246. 9:40appreciate before all this work because
  247. 9:42in the past we always focused on
  248. 9:44sphingolipids and glycosphingolipids,
  249. 9:46especially in the cases like Gaucher
  250. 9:48disease and uh gangliosidosis and other
  251. 9:51diseases where we know that the culprit
  252. 9:54are enzymes that degrade them.
  253. 9:56So Utchamedo, who used to be a grad
  254. 9:59student in the lab and now has his own
  255. 10:01lab decided to do the same approach with
  256. 10:03this protein CLN5, so another
  257. 10:06causal gene for neurodegenerative for
  258. 10:08Batten disease. And this is now a
  259. 10:11luminal protein. It's inside the
  260. 10:13lysosome but cause the same disease as
  261. 10:15CLN3. And what he did is a very simple
  262. 10:18experiment. Again, take HEK293T's, knock
  263. 10:21out CLN5, take the lysosome, throw them
  264. 10:24on mass spec and see what's going on
  265. 10:26there. And he got this really beautiful
  266. 10:28volcano plot where you have accumulation
  267. 10:31of lysophosphatidylglycerol,
  268. 10:33depletion of a lipid we call BMP or
  269. 10:36bis(monoacyl)
  270. 10:38glycerol phosphate.
  271. 10:40And bis(monoacyl) glycerol phosphate is
  272. 10:42an isomer of PG, phosphatidylglycerol.
  273. 10:46Being in the lysosome space, this is
  274. 10:48really super interesting because BMP is
  275. 10:51actually a strictly endolysosomal lipid.
  276. 10:54It's in the endolysosomal system.
  277. 10:56And what's even more important, we did
  278. 10:58not know how BMP is is made or what is
  279. 11:02the machinery that makes BMP for many
  280. 11:04many years.
  281. 11:06But just to to tell you why BMP is very
  282. 11:09important for lysosome biology, it turns
  283. 11:11out that inside the lysosome you need to
  284. 11:13degrade, as I mentioned, lots of these
  285. 11:15lipids that come in including
  286. 11:17glycolipids and others. And to do so,
  287. 11:20you need these intralysosomal
  288. 11:23vesicles that I'm simplifying here.
  289. 11:26To make to create them, you need stable
  290. 11:28lipid that create them. And this is the
  291. 11:30BMP. BMP is an ultra-stable lipid inside
  292. 11:33the lysosomal environments. It's not
  293. 11:34being degraded by the hydrolases, but it
  294. 11:37also functions, based on a lot of work
  295. 11:39done by pioneering scientists in the
  296. 11:42'90s and the 2000s, showing that this
  297. 11:46intralysosomal vesicle
  298. 11:48platform is a docking place for all the
  299. 11:52different lipid degrading enzymes in the
  300. 11:54lysosome. This includes GBA, the
  301. 11:57glucocerebrosidase, ASA, the acid
  302. 11:59ceramidase, and many others. They dock
  303. 12:02there, they get close to their lipid
  304. 12:04substrates, and then they degrade them.
  305. 12:06And these are the same risk factors for
  306. 12:08many neurodegenerative diseases. So, we
  307. 12:11believe that if you actually increase
  308. 12:13BMP levels, you might be able to
  309. 12:15reactivate them, and then you can
  310. 12:18ameliorate some of these
  311. 12:19neurodegenerative diseases. And that's
  312. 12:21why people were interested in knowing
  313. 12:23what is the BMP synthesis, so you can
  314. 12:25boost BMP synthesis. Another major
  315. 12:27aspect of BMP biology is really the
  316. 12:30cholesterol efflux from the lysosome.
  317. 12:32Work from Gruenberg and Judith Storch
  318. 12:35showed really nicely that we have an
  319. 12:37independent pathway of the NPC1 that
  320. 12:40depends on NPC2, Niemann-Pick type C, to
  321. 12:43that allows the cholesterol to be
  322. 12:45effluxed and from lysosome, and this is
  323. 12:48also dependent on the
  324. 12:51BMP laden on
  325. 12:53BMP containing vesicles. So, you can
  326. 12:55imagine how important BMP to the system,
  327. 12:59and you can imagine that an enzyme that
  328. 13:00makes BMP would cause neurodegeneration
  329. 13:03if it fails to make BMP.
  330. 13:06So, back then we thought this is the
  331. 13:08pathway, like all people in this uh uh
  332. 13:12field, uh the BMP is made from two LPG
  333. 13:15molecules. Usually, these will be
  334. 13:17generated most probably from the
  335. 13:19cleavage of acyl chain from the
  336. 13:21phosphatidylglycerol.
  337. 13:23And then this reaction is happening in
  338. 13:25the lysosome, the LPG to BMP
  339. 13:28transformation.
  340. 13:29So, what we saw is decrease in BMP,
  341. 13:33increase in LPG. You don't need to be a
  342. 13:35rocket scientist to propose maybe CLN5
  343. 13:38is a factor for this synthesis or the
  344. 13:40enzyme itself.
  345. 13:42Using very rigorous biochemistry, it
  346. 13:44turns out that indeed CLN5 is the BMP
  347. 13:47synthesis that have been
  348. 13:50long sought uh since the discovery of
  349. 13:52the BMP itself, where through a very
  350. 13:55simple deacylation transacylation
  351. 13:57reaction, you can uh make the BMP
  352. 13:59molecule.
  353. 14:01When we published this, we did not have
  354. 14:03in vivo models. We just did this in
  355. 14:05cells as well as in iPSC-derived
  356. 14:07neurons. But now we have the mouse, and
  357. 14:10as you can see, when you knock out CLN5,
  358. 14:12you almost completely lose the BMPs from
  359. 14:15any tissue you test. This is log 10 fold
  360. 14:18changes. Really, the remaining amount is
  361. 14:20around the noise. We also got access to
  362. 14:23the sheep model, which was used uh
  363. 14:26historically to to develop the gene
  364. 14:28therapy for these diseases, and we see
  365. 14:30exactly the same thing.
  366. 14:32And we also showed that if you do gene
  367. 14:34therapy, you have a correlation between
  368. 14:37the success of the gene therapy approach
  369. 14:39and the BMP recovery.
  370. 14:42But what most important for us was to
  371. 14:44show that the lysosomes are no longer
  372. 14:47the in vivo ones are no longer making
  373. 14:49BMP if you lose CLN5. You can do this
  374. 14:52experiment really easily with our tools.
  375. 14:55So, you pull down lysosomes from the
  376. 14:57liver within a very short period, then
  377. 14:59you mix the lysate with the D5 LPG
  378. 15:02precursor. You measure BMP synthesis
  379. 15:05then. And this is what you get if you
  380. 15:07have a knockout of CLN5. In red, you
  381. 15:09have complete
  382. 15:11um complete depletion or inability of
  383. 15:15the lysate to make any BMP anymore. You
  384. 15:18can rescue this by throwing some CLN5 in
  385. 15:20the lysate.
  386. 15:23Our most exciting data is really this
  387. 15:25data. Again, like CLN3, we wanted to go
  388. 15:28to patients. And in patients of CLN5, we
  389. 15:32clearly see depletion of BMP in the
  390. 15:35variants that are available to us. They
  391. 15:37are not completely null. They still have
  392. 15:39some activity, but we can see this in
  393. 15:41the dried blood spot as well as in the
  394. 15:44plasma. And this provides now a very
  395. 15:46nice interventional biomarker for the
  396. 15:48gene therapy study that is ongoing
  397. 15:50currently by Neurogene.
  398. 15:54So,
  399. 15:55this is really the the part about
  400. 15:57understanding the disease is exciting,
  401. 15:59but the more exciting part to us is the
  402. 16:02fact that now we have a handle of this
  403. 16:04BMP pathway because we know that
  404. 16:05enhancing BMP synthesis in the lysosome
  405. 16:09by throwing BMPs on the cells, let them
  406. 16:12take the BMP and going to the lysosome,
  407. 16:15we already know that we can enhance
  408. 16:17lipid catabolism. Now we have
  409. 16:20a target, a drug target, which is the
  410. 16:22CLN5 enzyme itself. And we think that
  411. 16:25this can be a candidate or a target to
  412. 16:28probably treat several different
  413. 16:30neurodegenerative diseases where the
  414. 16:32dysfunction depends on a
  415. 16:35dysfunctionality in some aspect of lipid
  416. 16:38catabolism in the lysosome.
  417. 16:41But if you are in the drug hunting
  418. 16:43space, you realize that it's really
  419. 16:45super hard to activate enzymes, much
  420. 16:47easier to inhibit them. And this is why
  421. 16:49we were really interested in
  422. 16:51understanding if there is any turnover
  423. 16:53of this ultra-stable lipid. And Kwamina
  424. 16:56and Jian in the lab realized that this
  425. 16:58is the case by really doing this
  426. 17:00biochemical fractionation studies. And
  427. 17:02here I'm just summarizing their data the
  428. 17:05results. So, if CLN5 is making BMP, it
  429. 17:08turns out that PLA2G15,
  430. 17:10they discovered, is hydrolyzing this
  431. 17:13BMP. You can see this nicely here. If
  432. 17:15you use an SS the
  433. 17:17specific stereochemistry of BMP that is
  434. 17:21in the endogenous system, you can take
  435. 17:23this BMP, incubate with PLA2G15,
  436. 17:26you see very nice degradation of of this
  437. 17:29lipid.
  438. 17:32But BMP is still ultra-stable. How does
  439. 17:35it maintain its stability inside the
  440. 17:36lysosome? It turns out that the BMP that
  441. 17:40we make is actually this BMP, which is
  442. 17:44an SS stereochemistry on the two chiral
  443. 17:47centers, but very important to the
  444. 17:50stability is the acyl position. The one
  445. 17:52you buy from Avanti is actually one
  446. 17:55where the primary alcohol is acylated,
  447. 17:57but the one that we have in the
  448. 17:58endogenous system is the one that have
  449. 18:01the acyl chain on the secondary um
  450. 18:04carbon. So, it turns out the combination
  451. 18:07of the stereochemistry as well as the
  452. 18:09regiochemistry is what keeps it stable.
  453. 18:12PLA2G15 cannot touch it even if you
  454. 18:15incubate it overnight. But there is a
  455. 18:17process of acyl migration that we still
  456. 18:19don't understand that produces this
  457. 18:23vulnerable uh BMP that is still the same
  458. 18:27stereochemistry but different
  459. 18:28regiochemistry, and this is the one PLA
  460. 18:30can degrade. The question if this is
  461. 18:33physiological. It turns out to be yes,
  462. 18:36it is. If you knock out PLA2G15 in
  463. 18:38tissues, in cells, you see very nice
  464. 18:40increase across tissues of these BMP
  465. 18:43species. So, we think this is one way to
  466. 18:45boost BMP levels. We were so excited, we
  467. 18:48decided, let's now test the therapeutic
  468. 18:51hypothesis of BMP. You can simply choose
  469. 18:54any of these models that I showed
  470. 18:56before. We chose the Niemann-Pick type
  471. 18:59C1 because this model is well
  472. 19:01established by work by Judith Storch,
  473. 19:04where she used to treat the cells with
  474. 19:06BMP directly or PG, the precursor.
  475. 19:10So, in this case, NPC1 is
  476. 19:13mutated or knocked out, and then
  477. 19:16cholesterol accumulate in the lysosome.
  478. 19:19But you can bypass this by inducing NPC2
  479. 19:22clearance of cholesterol. We don't know
  480. 19:25exactly how this is happening.
  481. 19:27So, we knocked down in patient cells, we
  482. 19:30knocked down PLA2G15, and we indeed saw
  483. 19:33very nice decrease using two different
  484. 19:35siRNAs here in two different patient
  485. 19:37cell lines of the cholesterol levels.
  486. 19:40But we got lucky because it turns out a
  487. 19:42company actually got to the same
  488. 19:44conclusion that PLA is a modifier in
  489. 19:46NPC, but they did not really know how it
  490. 19:49does it until we showed them our on uh
  491. 19:53BMPs. They already crossed PLA2G15 mouse
  492. 19:57directly with the NPC1 knockout model,
  493. 20:00the most severe of all the Niemann Pick
  494. 20:02type C models, and this is what you get.
  495. 20:05Purkinje cells
  496. 20:07almost completely gone in the NPC. This
  497. 20:09is a hallmark of this disease. You cross
  498. 20:11them with PLA2G15,
  499. 20:13you actually preserve the
  500. 20:16Purkinje cells from death, which is a
  501. 20:18very, very striking result.
  502. 20:22And what's important is that we can move
  503. 20:24the needle on the survival by almost 65%
  504. 20:28in this very severe model as I
  505. 20:30mentioned, where there is a complete
  506. 20:32loss of Niemann Pick type C1. So, this
  507. 20:34is the death within 70 days, a median of
  508. 20:3770 days survival, and you can see that
  509. 20:40PLA2G15 double knockout with the NPC
  510. 20:44would make them survive much more.
  511. 20:46So, we are really excited about these
  512. 20:48results, and that's why we are still now
  513. 20:50looking at other regulators of the BMP
  514. 20:52pathway. We do have now the enzymes that
  515. 20:56make or grant that very specific
  516. 20:58stereochemistry of the BMP. We know how
  517. 21:01the precursor is being channeled from
  518. 21:03the ER where it's originally made into
  519. 21:06the lysosome. So, different components
  520. 21:08of the pathway are being
  521. 21:09elucidated now by us and also by other
  522. 21:12people in
  523. 21:13in the field, and we think each one of
  524. 21:15those can be a drug target, and then we
  525. 21:18can hopefully boost the BMP levels and
  526. 21:21try to to see if we can ameliorate
  527. 21:23different types of diseases, something
  528. 21:25we are also doing in the lab to provide
  529. 21:27proof of principle of the therapeutic
  530. 21:28potential of the pathway.
  531. 21:31With this, I would like to thank my
  532. 21:32amazing team, like really brilliant
  533. 21:34students
  534. 21:36and postdocs and research associates, as
  535. 21:39well as my collaborators
  536. 21:42both on the clinical and the basic
  537. 21:44science side, as well as of course our
  538. 21:46funding. And thank you very much for
  539. 21:49listening.
  540. 21:51>> [applause]

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