Latest / 'Bone Up' / BoneUP Live 2025 @ECTS - Part 4
Transcript
- 0:00Hello and welcome to Bone Up, the podcast all
- 0:04about bones, how we make them, why we break them
- 0:07and if we fully understand them. I'm David Armstrong.
- 0:11Hi and I'm Richie Abel and over this series we're
- 0:15going to be exploring osteoporosis, bones, what
- 0:18we know and what we're yet to discover and we
- 0:21hope you will join us on the journey. So for
- 0:24anyone keen to learn more about our infrastructure
- 0:27of calcified collagen, this is... Bone up. Welcome.
- 0:55to the fourth and final installment of our Bone
- 0:58Up Live recording at the ECTS conference in Innsbruck
- 1:01in Austria. We hope you enjoy the recordings.
- 1:11Listeners, we're really happy to bring our next
- 1:13guest to you, Dr. Sinja Goldberg, who's a postdoctoral
- 1:17researcher in the Department of Clinical Research
- 1:20at the University of Southern Denmark. Welcome.
- 1:22Thank you. Thanks for having me here. Thank you
- 1:25for making the time. It's getting late in the
- 1:27day and everyone's a bit tired, so it's great
- 1:29that we're still here talking about bones. So
- 1:32we met a little while ago at the Danish Bone
- 1:35Workshop in southern Denmark. Yes. And it was
- 1:40an absolutely fabulous conference, wonderful
- 1:42venue, people were amazing, such a welcoming
- 1:46atmosphere. And I was absolutely blown away by
- 1:48the research at the conference. Absolutely amazing.
- 1:52So we've managed to pick up a few people at that
- 1:54conference for interviews. One of the things
- 1:56that I kind of came across for the first time
- 1:59in the conference was something called spatial
- 2:00transcriptomics, which seems to be a really big
- 2:03and emerging technique in bone science at the
- 2:07minute. Would you be able to tell our listeners
- 2:08a little bit about it? Absolutely. So yeah, this
- 2:12spatial transcriptomics is about... knowing more
- 2:16than we already know like it's it's never enough
- 2:19we want to do more we want to do it also even
- 2:22more fancy so for many years it has been possible
- 2:25to actually like take some tissue you can mash
- 2:28it and then you can extract whatever component
- 2:31you'd like you could have the mrna you could
- 2:33have the proteins you could take you could take
- 2:36cytokines from the serum so But when we do all
- 2:41of this, we would kind of like mass the tissue,
- 2:43so we would lose all of their structural orientation.
- 2:48We wouldn't see who the cells were sitting next
- 2:52to. We wouldn't see how the cells were located
- 2:54compared to each other. So we would be able to
- 2:57split all of these different cell populations
- 3:00without actually knowing where they were located.
- 3:03So it's always been like a multi -step process
- 3:05to first doing this massed. a bunch of things
- 3:09all together and then trying some histology where
- 3:12we stay in for one two three factors and say
- 3:15oh we see this factor in these cells they are
- 3:18sitting right here but we would never really
- 3:20know whether all of the genes we see all of the
- 3:23proteins we see are in that exact same cell or
- 3:26whether we have like parts of the cells that
- 3:29are different or that are clustering at some
- 3:32place especially within the cancer it's very
- 3:35interesting to see what's actually sitting next
- 3:38to the cancer cells because we have all of this
- 3:40tissue that's surrounding the cancer cells and
- 3:43we're talking a lot about that these cells are
- 3:46actually helping the cancer or at least parts
- 3:50of them are, and we don't really know which ones
- 3:52these are. And if we identify a signaling molecule,
- 3:55maybe it's not even important if the signal can't
- 3:58travel all the way to the recipient cell. There's
- 4:01a tendency to sort of destroy the tissue as you're
- 4:03examining it up until now, so you're not quite
- 4:06sure where it all sat before you took it apart.
- 4:09Exactly. So tell us what you've been doing then.
- 4:12Well, we have just, in my department at the molecular
- 4:15bone histology team, we have just... we were
- 4:19so lucky that we got in a nice funding to buy
- 4:21some of this fancy new equipment and like when
- 4:24i did my phd i think we're almost five years
- 4:27ago now we were we heard about this spatial transcriptomics
- 4:31it was new it was fancy and it's very hard to
- 4:33do so kind of been following it and now all of
- 4:36the companies come in and you can buy like a
- 4:39machine that's actually doing much of the work
- 4:42so we got two of these machines and we've been
- 4:45testing them and making them run. One of the
- 4:47challenges in bone is that bone is hard to work
- 4:51with because it falls off these glasses we have.
- 4:54So there's a lot of optimizing. We can see nice
- 4:56results from spleen and brain and all these other
- 5:00fields of research, but the bone has been hard
- 5:03to get. But now the results are actually starting
- 5:06to come. People manage to do it right now. So
- 5:08what kind of experiments are people doing using
- 5:11the facial transcriptomics with bone? So there's
- 5:15a lot of things about this fracture healing.
- 5:18So trying to track what's happening after a fracture
- 5:21and which cells are coming in and which signals
- 5:23are appearing, that's what we see pretty much.
- 5:27We also see bone metastases from the cancer research
- 5:30because people get their biopsy taken because
- 5:36otherwise bone research is kind of limited in
- 5:38where we can get the bones from. Often you don't
- 5:44give a bone sample for research because it hurts
- 5:48a bit. And if you're just healthy, not everyone
- 5:51is willing to do that. But in these diseases
- 5:54where you have a bone biopsy taken as part of
- 5:57the diagnosis, that's also where we have things
- 6:00available. Otherwise, it would be my studies
- 6:02with the fractures or also with cancers. And
- 6:07we've already heard a couple of times at this
- 6:08conference how sometimes... mice data and human
- 6:12data doesn't quite match up. One of the other
- 6:17things that really blew me away at the Danish
- 6:19Bone Workshop was bone reversal cells. Until
- 6:23that point, I hadn't heard anything about it.
- 6:25And I feel this is like an enormous discovery.
- 6:28Could you tell us a little bit about that? Absolutely.
- 6:30So reversal cells were kind of... What I've been
- 6:36working on throughout my whole PhD. We have during
- 6:39the bone remodeling. Bone remodeling is a process
- 6:42where old or damaged bone gets renewed. So every
- 6:4610th year we say that our skeleton has been completely
- 6:49renewed. Because when we walk, when we run, we
- 6:52constantly obtain these micro fractures. And
- 6:56to avoid that our skeleton becomes... becomes
- 7:01bad because of these small fractures, we have
- 7:03to remove them. So we actually have a natural
- 7:05process happening in our body where old bone
- 7:08is renewed and new will be formed. So actually,
- 7:12patients would often say bone resorption or bone
- 7:15degradation, that's a bad thing. But in the case
- 7:18of bone remodeling, it's not. Because we actually
- 7:20just remove something that's no longer sufficient
- 7:23and replace it with something new. And in a healthy
- 7:26person, this will be totally balanced. So you
- 7:29remove something, and then you replace with the
- 7:31exact same amount. And earlier it has been like
- 7:35we have the osteoclast, they come in, they remove
- 7:37the bone, and then magically we have the osteoblasts
- 7:40coming in afterwards and forming the bone. But
- 7:43when the histologist started looking at the bone
- 7:46samples, it appeared that bone resorption is
- 7:49quite short, and it actually takes a while until
- 7:52this bone -forming osteoblast comes in. So there
- 7:56must be some kind of an intermediate step. And
- 7:59they started looking into what's happening in
- 8:00between. They saw that after the osteoclasts
- 8:04have been removing the bone, they're kind of
- 8:05sloppy. They remove parts of the bone, but they're
- 8:08not leaving a nice surface. So these cells are...
- 8:13sitting around the osteoclast and they are kind
- 8:16of preparing the bone surface that's what we
- 8:18believe now at least these are the reversal cells
- 8:20so that the missing link they're a type of cell
- 8:23that comes in after the osteoclast is gone before
- 8:26the osteoblast arrives they sort of come in at
- 8:29night time and tidy the place up ready for the
- 8:31osteoblast that's right when they were when they
- 8:34were noticed in the beginning people thought
- 8:35they were actually just like young osteoclasts
- 8:38not not you're not able to resolve bone yet so
- 8:41because they took up some of the proteins that
- 8:45that's actually associated with osteoclasts but
- 8:47it later it was realized that they actually they
- 8:50do not produce this protein themselves so they
- 8:52are not osteoclasts they are actually young osteoblasts
- 8:56so they are the young bone forming cells that
- 8:58are not yet ready to form the bone and even though
- 9:01they're bone forming cells you were saying they
- 9:04actually remove debris or remove bone tissue
- 9:07so they're what they're masquerading as osteoclasts
- 9:10are they or are they they're able to do both
- 9:13presumably they can remove bone tissue and then
- 9:14later in their life they can build bone tissue
- 9:16yes it seems like that because if also if we
- 9:19go through the literature they have been described
- 9:21as having these catabolic um what's it called
- 9:25these catabolic capabilities they they they have
- 9:29some enzymes that's able to degrade bone So some
- 9:33papers are focusing on this catabolic activity
- 9:35and looking at them in that context. But at the
- 9:39same time, they have an osteoblastic signature.
- 9:41So they also have this bone forming signature.
- 9:44And where do they come from then? Maybe you don't
- 9:47know this. Where do they come from? Let's say,
- 9:53are they always there? Do they come from osteocytes?
- 9:56Are they hidden away somewhere? Where are they?
- 9:58It's a good question whether they come from the
- 10:00osteocytes, whether the osteocytes are actually,
- 10:02since the osteocytes are usually considered like
- 10:05the final differentiation, like the end of the
- 10:08road. Their osteoblasts have gone out to retirement
- 10:10homes, the osteocytes, so possibly they could
- 10:13renew themselves as new, young, reversal cells.
- 10:17Goodness, that is exciting, because that completely...
- 10:19turns in its head our whole understanding of
- 10:21how bone turnover works doesn't it exactly but
- 10:23most of them are probably coming from the blood
- 10:26as mesenchymal lineage mesenchymal stem cells
- 10:29are coming from the blood and so they're arriving
- 10:32they're just arriving new on the building site?
- 10:35We actually do have, even in this compact part
- 10:37of our bones, we do have a lot of blood vessels
- 10:39coming in. And we also see, if we look at that
- 10:42section, we see that when we have the active
- 10:45bone remodeling, we can always find a blood vessel.
- 10:47So most of them will come from the vasculature,
- 10:51from the blood, and kind of serve as a population
- 10:54of new cells. But whether the osteocytes can
- 10:58come back and become... osteoblastic or reversal
- 11:01cells is is one of the things that you use to
- 11:03study in this which would be amazing if they
- 11:05were sort of born again as reversal cells and
- 11:08yeah but it completely changed our thinking about
- 11:11things yeah because i don't think we know that
- 11:13when when you resolve when you remove this bone
- 11:15and then suddenly you meet an osteocyte i don't
- 11:17think we really know what's happening to this
- 11:19osteocyte but probably they they play an important
- 11:22role in actually signaling that it's sitting
- 11:25in old bone that the hey i'm This is bad bone.
- 11:29Can you please come and remove it? Yeah, yeah,
- 11:31yeah. There needs to be some... It's like if
- 11:33there's a damaged piece of road, an inspector
- 11:35needs to say, that piece of road's damaged, and
- 11:37we'll get then the workmen to come and dig a
- 11:39hole in the road and get other ones to... But
- 11:41you need that signal that the road's damaged
- 11:44and you need an inspector to come and look at
- 11:46it. So maybe this is what the reversal cells
- 11:49are involved in in some way. Maybe. I think...
- 11:52I would rather say probably the osteocytes are
- 11:55like... the ones telling, hey, we got a problem
- 11:57here, come fix me. They have like a lot of, what's
- 12:01it called? They have a lot of extensions. Yeah,
- 12:04dendritic processes and things. Just as you see
- 12:08in the brain cells, they have a lot of processes.
- 12:10And they connect with each other, but then they
- 12:11may convert themselves into reversal cells and
- 12:13go and start the job. They may be, or they may
- 12:16just be like adding some signals that will...
- 12:18that would recruit the reversal cells and so
- 12:21it's kind of important and we've always saw earlier
- 12:25we believe that bone was such a dead tissue nothing
- 12:27happens in the bone but yeah it's i start off
- 12:30a lot of consultations with patients by saying
- 12:32you probably think your bone's dead and then
- 12:35you've got to convince people that it's alive
- 12:37and we were talking to someone earlier richie
- 12:39about some of the films that you see you know
- 12:41the the films where you They're obviously sped
- 12:44up, but you can see the osteoclast moving across
- 12:46the surface of the bone and resorbing a pit and
- 12:49moving on. And I think if I could show my patients
- 12:51that, they would see how alive the bone tissue
- 12:54is and how important it is to take your medication.
- 12:56Keep taking it because your tissues are alive.
- 12:59And remember to tell them that they are not the
- 13:02bad guys, these osteoclasts. They are important.
- 13:05We need them. But most often we've also been
- 13:08considering that osteoporosis is when... the
- 13:12bone resorption becomes too much. But actually
- 13:15it appears like it's rather the bone formation
- 13:17that becomes too slow. Yeah. And maybe the reversal
- 13:21cells are actually important in recruiting or
- 13:24maybe it's just the replenishment of new bone
- 13:28cells that's bad when we become older. And potentially
- 13:31a therapeutic target at some stage, I imagine.
- 13:34Yeah. We hope that we can find some signaling
- 13:36that these reversal cells are like when they
- 13:39are calling their friends and saying, hey. It's
- 13:41now come and filled the new world. Another classic
- 13:43case of basic science leading to the identification
- 13:46of physiological pathways that could be used
- 13:49as a treatment target. Yes. Xenia, you're an
- 13:52early career researcher, and yet you are already
- 13:55rewriting the textbooks. How does that feel?
- 14:00I think it's kind of nice to see how things change.
- 14:05Now you just talked about these osteoclasts.
- 14:08move across the bone surface. I was told that
- 14:11the osteoclasts are just sitting there, resolving
- 14:13and then moving. And then all of these studies
- 14:16have been done. And now it's actually been accepted
- 14:20that, okay, maybe they do move. So it's a change.
- 14:24It's a paradigm that's shifting. And the same
- 14:26with these reversal cells. It's also a paradigm.
- 14:28And it's so nice to be like in the middle of
- 14:31this and also experience going to my first meetings
- 14:34that people were a bit like. Really? Are you
- 14:38sure? And I'm just like, yeah, not completely,
- 14:40but we kind of have a better and better gut feeling
- 14:45about it. I feel it's potentially one of the
- 14:48most important discoveries in bone research for
- 14:51a very long time since the recent discoveries
- 14:53about osteoclasts fusing together and forming
- 14:56new cells. And when I got back from Denmark,
- 15:00I had a meeting with David and he told me he
- 15:03was going to go and give a lecture and he's going
- 15:05to talk about boner and modelling. And I was
- 15:07like, yeah, you're going to have to change it.
- 15:09That's true because I gave a lecture in Oxford
- 15:11earlier this month and I included the reversal
- 15:13cell in my diagram. But I hope no one would ask
- 15:16me about it because I didn't really know that
- 15:17much about it. No one did ask me about it. So
- 15:20now I'm going to be an expert. Now you know.
- 15:22Now I know. So that's, yeah, that's great. The
- 15:26really lovely thing about doing this podcast
- 15:28is we get to sit down with the people who've
- 15:29made the discoveries and hear straight from them
- 15:32how they did it and ask our own questions. And
- 15:35I really love it. yeah it's great in the in the
- 15:38science world discovering a new cell is like
- 15:40discovering a new species in the in the sort
- 15:43of the bigger world so it's really exciting yeah
- 15:46i think i think it's also a question about like
- 15:48discovering because it's it's always been there
- 15:51we just really didn't know what it was we believed
- 15:54then we believed it was this kind then we believed
- 15:56this was this kind maybe it's just an intermediate
- 15:58step on the way towards bone formation and it
- 16:01was the spatial transcriptomics technique that
- 16:04allowed you that it was a big step towards finding
- 16:07this, wasn't it? Actually, we've seen it before.
- 16:09So we just wanted to use the technique to look
- 16:13into this because we haven't really found a marker
- 16:16that would be able to show us this is the cell.
- 16:19So kind of like saying this is actually the one
- 16:22we're looking for. So we just want to see what
- 16:25else does it do. And we can actually see from
- 16:28the spatial transcriptomics that it has both
- 16:30these anabolic and catabolic functions. You can
- 16:34see it in its natural environment where it actually
- 16:36is doing its job. Yes, we can see that it's making
- 16:41those genes or activating those genes that's
- 16:46actually important for these functions. It's
- 16:49a really good example of very new technologies
- 16:52in the right hands being very disruptive and
- 16:56completely rewriting some of our understanding.
- 16:59Disruptive in a good way. Yeah, yeah. Disrupting.
- 17:03which was incomplete and replacing it with new
- 17:05knowledge. The look on your face now is the look
- 17:10that I had when I first heard about this as well.
- 17:12It's amazing, isn't it? Great. It's absolutely
- 17:15wonderful. Thank you so much for coming and telling
- 17:18us about your work. It's really staggering. Thank
- 17:20you for inviting me. It's been a pleasure. It's
- 17:22a pleasure and thank you. Isn't it great? We're
- 17:24also enthusiastic about Bones, even though most
- 17:26of the rest of the conference have gone home
- 17:28now. Everyone's tired. We're still talking about
- 17:30Bones with enthusiasm. I don't get to tell friends
- 17:35or family the same amount of details. You're
- 17:40among friends now. Exactly. It's amazing. Thank
- 17:45you very much indeed. It's been great speaking
- 17:46to you. Thank you. Listeners, we're really excited
- 17:58to interview our last guest for Bone Up Live
- 18:013 2025. It's a friend of the podcast, Kastya
- 18:05Vaid. How are you doing? Oh, very well. I'm actually
- 18:08honoured. I didn't realise it was the last one.
- 18:09I don't know if that's a sign of respect or desperation.
- 18:13Have I a filler or am I the cream on the top?
- 18:15I'm not quite sure. As I think I said last time,
- 18:18if we were a popular television quiz, you'd be
- 18:20one of the team captains. Can I be Paul Merton?
- 18:23Ian Hislop's a bit controversial. I think we
- 18:27normally talk to you about your highlights in
- 18:29the conference. and uh get some perspective for
- 18:32you so i think it's good to put you at the end
- 18:34of the episode because we're kind of like looking
- 18:36back at what's happened what were your highlights
- 18:38of the conference this year well i you asked
- 18:42me about this so i actually took some notes i
- 18:43didn't forget anything so i think that what's
- 18:45really surprised me is the breadth of science
- 18:47and it's really shifted we've got everything
- 18:49from the the zebrafish with jaw ache yeah which
- 18:54doesn't influence how much it eats uh to um real
- 18:58population and public health messaging in low
- 19:02- and middle -income countries. And I've been
- 19:04really happy to see the real multinational contributions,
- 19:09not from the usual Australia and other countries,
- 19:13but from China, from India, from Africa, and
- 19:16really seeing the ECTS as becoming a global space
- 19:19that's very friendly, encouraging, and hopefully
- 19:24building the capacity in these... in these countries
- 19:27where I think there was an amazing figure from
- 19:29Celia where she compared population size and
- 19:34then amount of research done. And you could just
- 19:37see we need to develop a whole army of researchers
- 19:40in these countries. And any way we can help coming
- 19:44to the ECT and inspiring them or helping them
- 19:46through ECTS would be brilliant. Yeah, that's
- 19:48wonderful. I've been impressed by the generally
- 19:51high standard of talks and science at this conference.
- 19:54I think that's really blown me away is the quality
- 19:56of the slides. The images, the diagrams on slides
- 20:00are absolutely beautiful these days. I think
- 20:03that's from the... I've seen a few AI -generated
- 20:06images. I can just check, can you draw me an
- 20:08image of a kidney and a bone talking to each
- 20:11other? But I do agree. I think it's become much
- 20:14more visual and less text -heavy. And people
- 20:18are... preparing slides to communicate rather
- 20:21than just show data. Yeah, it's a good thing,
- 20:24isn't it? You know, the last thing you want is
- 20:25someone to just put up a slide with a lot of
- 20:27text and then just read the text out. I think
- 20:30people are becoming better at communicating.
- 20:32And, you know, that comes through. That's not
- 20:34just a science thing. Obviously, as practicing
- 20:36clinicians, communicating with the patient is
- 20:38something we talk about again and again and again.
- 20:41And we don't use images much to communicate with
- 20:44patients. Maybe we should. Well, we once did
- 20:46the draw your bone project. Yeah. So we got them
- 20:49to draw your bone and we got them to draw a healthy
- 20:52bone and then we got a patient to draw a bad
- 20:54bone and then draw a line between them and put
- 20:57a cross where they were. And we just basically
- 20:59said, oh, no, they're always underestimating
- 21:02how bad their bones were. We said, well, your
- 21:03bones are really bad. And we drew the cross and
- 21:06then it was like, what should we do about it?
- 21:08But yeah, that's a really good idea. The first
- 21:10time I ever met you was at the ROS con. conference
- 21:12where you're on stage doing that and you've got
- 21:14us all in the audience to draw a bone. That was
- 21:16many years ago. Isn't it amazing how long we've
- 21:19been doing this and we're still finding out new
- 21:22things about osteoblasts and osteoclasts. It's
- 21:25amazing and I think also the additional sort
- 21:30of the breadth of bone so I mean we had a section
- 21:34on something called CRMO, a very rare auto -inflammatory
- 21:37disease. We had a section on mastocytosis sort
- 21:40of very Very unusual cause of osteoporosis. We
- 21:44had lots of kidney bone disease. It's a massive
- 21:47problem with a section on osteogenesis imperfecta,
- 21:50rare bone disease, with myeloma. We had other
- 21:52rare bone disease. We had that new, not new,
- 21:56but sort of update on the anti -FSH story. Yeah.
- 22:00The sympathetic system as well. Also, the youngsters
- 22:07presenting, they're small bits of research. Not
- 22:10necessarily the blockbusters, but the small steps.
- 22:12It's also very inspiring. Yeah, and if you were
- 22:14here right at 8am on the first day, you got to
- 22:17hear about the bone marrow adiposity and the
- 22:19really interesting story about that as well.
- 22:23Please, you picked up on Mane Zayed. We interviewed
- 22:25him yesterday about the FSH and the FSH blocking
- 22:29antibody. It's a really fascinating interview.
- 22:31I hope you enjoyed it, listeners. Cass, as always,
- 22:35one of the busiest humans on the planet. And
- 22:38we saw your talk just now on improving FLS with
- 22:42AI. And I thought it was really interesting because
- 22:45we've seen a lot of people at recent conferences
- 22:47talking about how they're using AI to try and
- 22:50improve FRAX prediction. And I sort of feel,
- 22:53is that kind of reinventing the wheel? Are there
- 22:56some bigger things we could be doing with it?
- 22:58And I think your project does exactly that. Thank
- 23:01you, Rich. That's really kind of you. So basically
- 23:04the premise of the project is that actually we
- 23:06should find all the people who've already had
- 23:08fractures, who've had a CT scan for another reason,
- 23:11and are just sitting in our hospital systems.
- 23:13And it really came from an observation that we
- 23:15had hip fracture patients, and when we went to
- 23:18look at them, we always look at their previous
- 23:19imaging, and a lot of them had already had a
- 23:21CT scan. And of those CT scans, a lot of them
- 23:24had vertebral fractures. We've tried everything,
- 23:28radiology, reporting, getting a nurse to look
- 23:30at the CT scans. And then over the last, it must
- 23:33be eight years now, we've built a sort of AI
- 23:35program. And then we were very fortunate to be
- 23:38funded by the NIHR to do an important grant,
- 23:41which has just finished. And we sort of tested
- 23:43it in the real world. So not in a lab where you've
- 23:46got the person who invented how to score vertebral
- 23:49fractures reading all the scans, but just give
- 23:51it to a normal hospital. normal FLS and just
- 23:54see what happens. And what we found, it works.
- 23:58It does create challenges for an FLS. And it
- 24:01raises the question, like you said, go back to
- 24:04the basics. What's an FLS for? Prevent the most
- 24:07fractures. And the way to prevent the most fractures,
- 24:09you find the people at highest fracture risk.
- 24:11And we've known from the beginning, vertebral
- 24:14fractures are where it's at. So the AI gives
- 24:17you a sort of very low, low intensity work. to
- 24:21find thousands of patients with vertebral fractures.
- 24:23And we've shown they live long enough, they have
- 24:26low bone density, and the transformation now
- 24:30is to move that for less is to be AI -enabled
- 24:32so we can really find them. The thing I liked
- 24:35about your story there was the beginning, how
- 24:36you had the patients with hip fractures and you
- 24:39were looking at their other images and seeing
- 24:41what you could find. That kind of just thinking
- 24:43about what you're doing while you're doing it
- 24:45and taking your time over it. leading you to
- 24:48that little discovery that then got you thinking
- 24:49about, well, hang on a minute, I love that. Just
- 24:52being switched on and thinking and applying critical
- 24:54thinking as a doctor in your daily practice really
- 24:58leads to great improvement of care. It does,
- 25:00and I think that's a big challenge we have because
- 25:02at the moment the healthcare system is all towards
- 25:04productivity. And if we're pushed too hard, our
- 25:10curiosity will suffer. So I tell the juniors,
- 25:13stay curious. If something doesn't fit... Usually
- 25:16it's nothing, but you need to show me it's nothing.
- 25:19You know we're so interested in vertebral fractures
- 25:21because from the data we've had in the past,
- 25:24we know they're a very strong predictor of further
- 25:25fracture, a very strong predictor of osteoporosis.
- 25:28If there are vertebral fractures just being picked
- 25:31up by AI, do we know for certain that those fractures
- 25:35would be associated with the same bad outcome
- 25:37as the ones that people have turned up with back
- 25:40pain and had an x -ray of the lumbar spine? We
- 25:43don't know for sure. There is some good work
- 25:45from Denmark that's looked at that very question,
- 25:49and they looked at AI -detected fractures, other
- 25:53inpatients, and then the risk of another fracture.
- 25:56And there it was a bit confusing. Just being
- 25:59in hospital... makes you more likely to have
- 26:01another fracture because you're ill. And they
- 26:03couldn't really tell the difference. We've done
- 26:05it slightly differently. We've looked at the
- 26:06ones with a fracture, then we've done a bone
- 26:08density, find the ones who are low bone density
- 26:10and then treated them. I'm pretty confident on
- 26:13basic principles that they will be a high risk
- 26:16of fracture because they've got a vertebral fracture,
- 26:17they've got low bone density. The big question
- 26:19was, were there other risks of... disease so
- 26:23bad that they wouldn't survive long enough. But
- 26:25we know about 68 % survive at least two years.
- 26:28You mean if you're having the CT because you've
- 26:30got lung mets or renal failure or something then?
- 26:33It's actually the pulmonary embolus. The CTPAs
- 26:36are really... If you're a man and you have a
- 26:38CTPA in a hospital, that wasn't a good thing.
- 26:40But what we also found, it mattered which hospital
- 26:43you were in. And to understand this, having a
- 26:45CTPA increased mortality in some hospitals more
- 26:48than other hospitals if you're a man. And that
- 26:51means... that we can't have one rule for all
- 26:53of them. It's either you have no rule and just
- 26:55accept it, or you try and do hospital -specific
- 26:57things. But it's such a quick thing that AI can
- 27:01pick it up really quickly, and it took our nurse
- 27:03about 30 seconds to check a scan. So it's a very
- 27:06fast way to find vertebral fractures. Yeah, it
- 27:09was an interesting presentation, certainly, and
- 27:11well -received, I think. Where will you go next
- 27:13with that work? Is there going to be any possibility
- 27:15to expand it to other hospitals? Yes, so we are
- 27:18writing the papers. So we have a paper on what
- 27:22happens when you audit it, how do you implement
- 27:24it. We've done one on information governance,
- 27:27then we've done the health and cost effectiveness.
- 27:29We'll then create a business pack that hospitals
- 27:31can look at to see if I have this many CT scans,
- 27:36this many CT scan patients, this is the expected
- 27:38number of fractures I find. This is the impact
- 27:41on the service, and this is the impact on the
- 27:44patients and saved outcomes. And, Richie, because
- 27:47they're vertebral fractures, you don't have to
- 27:50treat that many to start preventing hip fractures.
- 27:52If you have to pick one fracture that predicts
- 27:54hip fracture and survives long enough, it's a
- 27:56spine fracture. So the HealthEconom model is
- 27:58actually really positive. So we will create a
- 28:00pack for FLSs to enhance their services, and
- 28:04hopefully that pack will then help the FLSs just
- 28:06become more efficient. at finding high fractures
- 28:09patients. But no, my journey only finishes when
- 28:12every hospital has at least looked at whether
- 28:14they need AI. And then we'll also create the
- 28:17packages. So putting AI in is not a challenge.
- 28:21It's just a stepwise process of ABC. We had to
- 28:25create the ABC and hopefully we can make that
- 28:28a lot easier. Amazing. We'll watch with keen
- 28:31interest to see how you get on and I hope that
- 28:33we get an update next year. Definitely, definitely.
- 28:36Thank you for joining us. It's always a pleasure.
- 28:38Not at all. Thanks a lot, guys. Keep up the good
- 28:40work. I'll see you again soon. Thanks. Well,
- 28:47listeners, David and I are sitting in the airport
- 28:49waiting for our plane home. It's been a really
- 28:53busy four days. I'm feeling quite tired now,
- 28:55but it was definitely worth it. Yeah, we learned
- 28:58a lot about bone, I think, when we come to these
- 29:00conferences. and you always go home having learned
- 29:04things but also with lots of questions lots of
- 29:06ideas as well which is really encouraging and
- 29:08again a really good mixture of of clinical talks
- 29:13where we as a doctor you learn from other doctors
- 29:17about how better to treat patients lots of interesting
- 29:20science and new research and then lots of opportunities
- 29:23for scientists and clinicians to sort of meet
- 29:25together and talk about how we work better together
- 29:29Yeah, it was fascinating this year. We learned
- 29:31a lot. I felt the talks were very broad and encompassing
- 29:33of the bone field. The plenary talks, invited
- 29:37speakers gave really excellent talks. I think
- 29:40my personal favourite was the talk about the
- 29:43relationship between chronic kidney disease and
- 29:45osteoporosis, explaining the relationship between
- 29:48the pituitary gland, PTH and bone resorption
- 29:51and all of the other impacts that it has on the
- 29:54rest of the body. What was your favourite talk?
- 29:57Yeah, I mean there's a number of things stood
- 29:59out. I think right at the very start there were
- 30:01some very interesting presentations on bone marrow
- 30:04adiposity and the observation that increasing
- 30:08bone marrow adiposity, in other words more fat
- 30:11cells in your bone marrow, that's not good for
- 30:14your bone. That's associated with osteoporosis.
- 30:16But interestingly, both as overall body fat goes
- 30:21up, adiposity in the bone marrow goes up. But
- 30:24in patients with anorexia or patients who have
- 30:26lost weight dramatically, even though they lose
- 30:29fat elsewhere, adiposity in the bone marrow remains
- 30:32or in fact goes up as well in those circumstances.
- 30:35So there's something very interesting going on
- 30:37there. And that has potential implications, and
- 30:40of course implications potentially for developing
- 30:42drugs as well. i think the other thing that stood
- 30:45out for me was the presentation and i know we
- 30:48actually spoke to him and you will have you will
- 30:50have heard him talking to us folks um about his
- 30:54work on fsh and i think as a clinician that's
- 30:58one of those things over many years you measure
- 31:00estrogen levels you measure fsh but really it
- 31:03was only the estrogen levels we looked at and
- 31:05associated with changes in bone the fact that
- 31:09actually fsh may itself be associated with changes
- 31:12in bone and could potentially be a target for
- 31:15treatment and new drugs and and a very direct
- 31:19and obvious target for new drugs and treatment
- 31:21well that's that's quite exciting and it remains
- 31:23to be seen just what comes from from that research.
- 31:27Especially in the very early stages of bone loss.
- 31:30It feels like it could be a very preventative
- 31:32medication. Yeah. I agree. I thought the talks
- 31:36around adiposity were really interesting as well.
- 31:40And one thing I think is that really the science
- 31:44seems to have leapt forward in the last year,
- 31:46at last year's ECTS. I remember we spoke about
- 31:49adiposity. We spoke to Jeroen Goertz. And we
- 31:53learned about, you know, the distribution of
- 31:54adiposity in bone, etc. It feels like in the
- 31:57last year, that field has really moved forward
- 31:59quite a lot. And now, just 12 months, people
- 32:02are understanding a lot more about how changes
- 32:04in overall body mass and weight relate to changes
- 32:08in adiposity in the tissue and how changes in
- 32:11adiposity in the tissue in the bones might affect
- 32:15osteoporosis. There was always that interesting
- 32:18observation, you know, in patients that if you
- 32:20saw someone who was... very very light and very
- 32:23frail and had a very low body weight low BMI
- 32:26well that was associated with osteoporosis and
- 32:29with bone weakness but the converse wasn't necessarily
- 32:32true people who were very obese and very overweight
- 32:35we've known for years that actually that can
- 32:37drive osteoporosis as well so there's that interesting
- 32:39sort of dichotomy and it may all be related to
- 32:42bone marrow adiposity so lots more to to find
- 32:45out there and I mean in in the sort of the clinical
- 32:49world particularly We were talking or there were
- 32:52presentations looking at denosumab, looking at
- 32:56teriparatide, you know, the PTH analog, some
- 32:59mention of abaloparatide as well, the new TTH
- 33:04analog or PTH -related protein analog, and then
- 33:08romosuzumab as well. And while I think in the
- 33:12last few years people have been thinking in terms
- 33:15of... comparing those different drugs to work
- 33:18out which is better, to put it very simply like
- 33:21that, I think people are slowly moving towards
- 33:23the idea that it's actually the sequencing we
- 33:26should be thinking about, because actually all
- 33:28those drugs work well under certain circumstances
- 33:30for certain patients. And the question we should
- 33:33be asking is, which do I use first in my patient?
- 33:36How long do I use it for? Which drug do I switch
- 33:39it to? Do I switch the patient to? Which drug
- 33:42do I use next? We were starting to see some discussion
- 33:45of that, actually, sequencing as opposed to just
- 33:48sort of head -to -head work. And again, I think
- 33:52the emergence very much of the concept that we
- 33:54have anti -resorptives, which are bisphosphonates
- 33:57and denosumab, which reduce bone loss, that we
- 34:03have osteoanabolic drugs, teriparatide and abaloparatide.
- 34:08And actually, while aromasuzumab is generally
- 34:11lumped in with the osteoanabolic drugs, in many
- 34:14ways it's a third different type of, because
- 34:16it acts on a different pathway, the WNT pathway.
- 34:20It promotes bone growth and reduces bone loss
- 34:23at the same time. And I think as other work is
- 34:26done on that pathway, the WNT pathway, there's
- 34:29potential for new drugs to come out targeting
- 34:32that pathway. I think it will eventually be considered
- 34:34that there are three pathways rather than just
- 34:37two. I agree. I feel that maybe romisosomal is
- 34:41better described as a bone -forming medicine.
- 34:44As opposed to an anabolic medicine? Yeah, it's
- 34:46different from the other osteoanabolics, which
- 34:50activate PTH receptor. It obviously acts in a
- 34:53different pathway, and therefore perhaps we should
- 34:55sort of categorise it differently. One thing
- 34:58that stood out for me that's quite exciting is
- 35:01the possibility of combination drugs. In previous
- 35:04conferences in the last few years, drug sequencing
- 35:07has been a big topic, and now, as you mentioned,
- 35:09all these drugs. They're available. You as a
- 35:12doctor have got an opportunity potentially to
- 35:14use them in different sequences for different
- 35:15amounts of time to get the best outcomes for
- 35:18your patients. This conference was the first
- 35:20time I'd seen drugs used in combination at the
- 35:22same time. And if you do have two or three different
- 35:25types of drugs that act on different pathways,
- 35:28then maybe by putting them in combination you
- 35:31can get better outcomes. It reminds me of taking
- 35:33paracetamol and ibuprofen at the same time to
- 35:36get... double the pain killing. Yeah that's something
- 35:38people have looked at a bit in years over the
- 35:40last few years and it would seem obvious maybe
- 35:43to give an osteoanabolic drug and an anti -resorptive
- 35:47at the same time. Looking at experience across
- 35:51many other diseases apart from bone disease as
- 35:55you combine drugs to get greater efficacy you
- 35:58also run greater risk of side effects of course
- 36:00that's always the problem i think with combining
- 36:03drugs but certainly it's something we'll be looking
- 36:06at a lot more and yeah again another interesting
- 36:09area of study and of course we heard about a
- 36:13new cell as well it's not often that we hear
- 36:15about a brand new a brand new cell in in sort
- 36:20of basic biology so what did you make of that
- 36:22the reversal cell i thought that was quite incredible
- 36:25i thought it's a very good example of how a technological
- 36:28leap forward allowed scientists to answer questions
- 36:33that had remained unanswered for a really long
- 36:36time. And the development of spatial transcriptomics
- 36:39and the ability to conduct that in laboratories
- 36:42which are associated with hospitals meant that
- 36:46for the first time we could get human tissues
- 36:49into the systems in large numbers for long periods
- 36:54of time, and it allowed the scientists of southern
- 36:57Denmark to... really look at that very intricate
- 37:01process that takes place between osteocytes resorbing
- 37:04bone and osteoblasts putting new bone back. I
- 37:08think for a long time we hadn't really known
- 37:11what was going on there, but because there wasn't
- 37:13really any way of looking at it, we kind of just
- 37:15sort of ignored it really. But as soon as the
- 37:18technology became available, people got straight
- 37:20on it to go back and solve that really interesting
- 37:22problem. I wonder how much more we're going to
- 37:25hear about bone reversal cells. in the next few
- 37:28years as people start to think about what role
- 37:30they might have in the etiology of osteoporosis,
- 37:33pathophysiology of the disease, and whether or
- 37:37not there are some people whose osteoporosis
- 37:39might be treated by targeting the sequence of
- 37:42events around a bone reversal cell. That's really
- 37:44exciting. Yeah, and you heard it here first,
- 37:47folks. So I suppose we're going to have to go
- 37:51and get ready for our flight now, but we should
- 37:53thank a few people before we go. We'd like to
- 37:55give a big thank you to the whole... ECTS society
- 37:58who supported us not just this year but in previous
- 38:01years at the conference the past president Bo
- 38:03Abrahamson the current president Peter Peachman
- 38:06we should also give a shout out to the ECTS academy
- 38:09they've been going for 10 years now they've been
- 38:11incredibly supportive Jeroen Goertz who helped
- 38:13us get going earlier and a really really big
- 38:16shout out to Gonzalo Diffuse Gonzalo if you're
- 38:19listening thank you so much for all the help
- 38:21you've given us over the last few years finding
- 38:23us good guests and we should also thank the IFMRS
- 38:26as well they've they've been able to get some
- 38:27really good guests for us. And I really enjoyed
- 38:30their session on the digital twin. Thank you,
- 38:32everyone. And thank you to our colleagues at
- 38:34work and indeed our families at home who allow
- 38:36us time to come to these conferences as well.
- 38:39We've got to put that in, Richie. And thank you,
- 38:44listeners, for joining us. We hope you had fun
- 38:48listening to the podcast and that you learned
- 38:49just as much as we did. And we'll see you soon
- 38:51back at one of our conventional episodes. Bye
- 38:54now.