Latest / 'Bone Up' / BoneUP Live 2025 @ECTS - Part 3
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
- 0:54back to episode three of Bone Up Live at the
- 0:58ECTS here in Innsbruck, Austria. We have some
- 1:01more interesting interviews lined up for you,
- 1:03which I hope you will enjoy. Listeners, we're
- 1:12really pleased to introduce our next guest, Dr.
- 1:14Morten Svara Hansen. He has two appointments
- 1:18at two university hospitals in Denmark, the first
- 1:21in the Department of Endocrinology at the University
- 1:24Hospital of Southern Denmark, and his second
- 1:26is a postdoctoral researcher at the Department
- 1:30of Endocrinology at Unze University. We English
- 1:34people pronounce it Odense. Well, just when we're
- 1:37looking at the football scores, but we've learned
- 1:39that it's Unze. And congratulations, Morten.
- 1:42You won the prize for the best clinical paper
- 1:46at ECTS 2025. That's a really big award. How
- 1:48are you feeling? Well, thank you very much. And
- 1:51thank you for letting me participate in this
- 1:52podcast. So obviously, I feel very good. But
- 1:55I mean, I also would like to use the opportunity
- 1:57to just announce that while I was the face of
- 2:02the paper, that this is... obviously something
- 2:04that a lot of other people contributed to in
- 2:07a manner that allowed me to be up there and present
- 2:09the data. So it's also definitely for my co -authors
- 2:13that I just want to state. But on behalf of them
- 2:16and also, of course, on behalf of myself, I'm
- 2:19extremely proud because this is such a big acknowledgement
- 2:23that you put a lot of time and effort into from
- 2:27planning a clinical trial, receive the funding,
- 2:31recruit the participants. fulfill the trial and
- 2:34then write up the data and then i mean it all
- 2:37ends out in the paper that's you know not really
- 2:40that many pages but but get the acknowledgement
- 2:42to to that it was of a certain quality and present
- 2:46the basis is really nice you were talking about
- 2:48a drug or a family of drugs that's very topical
- 2:51at the moment not always associated with bone
- 2:53health so tell us a little bit about what you
- 2:55were talking about yeah so we talked about semaglutide
- 2:59which is a glp -1 receptor so it means that it
- 3:02mimics the effects of a natural occurring gut
- 3:05hormone known as GLP -1. I actually used a slide
- 3:10just to show the timeline for approval of GLP
- 3:13-1 receptor agonists because the first one was
- 3:15approved in 2005 for type 2 diabetes, but later
- 3:19GLP -1 receptor agonists have also been approved
- 3:21for type 2 diabetes and obesity. But I used that
- 3:24table as a timeline because things have really
- 3:27escalated within the last five, six years within
- 3:30this area because it's been called a blockbuster
- 3:34drug because people who are not even obese or
- 3:37severely obese weight can lose weight so i mean
- 3:40it's become a very popular drug and and it has
- 3:42been so popular that that the demand has overseen
- 3:45the the manufacturer's uh availability of the
- 3:49drug as well so yeah yeah so so it really is
- 3:52a popular drug and and it's also a very good
- 3:54drug that that has many beneficial effects so
- 3:56it's a weight loss drug but Taloside affects
- 3:59the bones then? Yeah. So I just want to state
- 4:02first that the dosage that we used was the dosage
- 4:06that we normally use in patients with type 2
- 4:08diabetes. So that's one milligram, right? So
- 4:11the idea of this clinical trial was based on
- 4:14a series of mainly animal trials. So it seemed
- 4:16like GLP -1 receptor agonist could increase bone
- 4:20mass in bone loss models or maybe even protect
- 4:23against bone loss from these bone loss models.
- 4:26And there was some... studies in cells that indicated
- 4:30increases in osteoblast and decrease in osteoblast
- 4:33activity and so on. So we hypothesized that treatment
- 4:36with this type of drug would have beneficial
- 4:40effects on bone formation. And we find that interesting
- 4:45because, I mean, when we talk about osteoporosis,
- 4:47the thing is that we do not have that many drugs
- 4:51to choose between. And some of them, I mean,
- 4:54they're in the same group of drugs. So with this,
- 4:57I mean, if we had something that was already
- 4:59available in the toolbox that had bone formative
- 5:02effects, I mean, suddenly the idea was that,
- 5:06well, could it be repurposed for treatment of
- 5:08low bone mass? It could be another pathway. Exactly.
- 5:09Yeah. What happened then? So what happened is
- 5:12that we looked, I mean, we used DEXA scans and
- 5:16blood samples to look at bone turnover markers,
- 5:18and we had bone biopsies to really assess bone
- 5:21remodeling at tissue level. But we actually didn't
- 5:25see any difference in bone formation in circulating
- 5:27markers or in our bone biopsies after 52 weeks
- 5:31of treatment. And we compared semaglutide to
- 5:33placebo, which in this case was saline. On the
- 5:38other hand, we saw a massive increase in CTX,
- 5:42which is bone resorption marker, and we also
- 5:44observed significant decreases in bone mineral
- 5:47density at the lumbar spine and in the total
- 5:50hip after one year of treatment. Wow. So you're
- 5:55basically in humans and you're finding kind of
- 5:57opposite results to what was previously reported
- 6:00in mice. Exactly. Actually, the complete opposite.
- 6:03Wow. We often talk about mouse and human research
- 6:07and how relevant is mouse research to human research.
- 6:12What else did you find when you investigated?
- 6:15So we also had some extreme CT scans, which is
- 6:19mainly made of the distal radius and the distal
- 6:23tibial part of the skeleton, and that's to distinguish
- 6:26trabecula from cortical bone compartments. And
- 6:28we observed that... Cortical thickness and the
- 6:32volumetric bone mineral density in the tibia,
- 6:35but not in the radius, was decreased with semaclotide.
- 6:38So that led us to the assumption or the part
- 6:41conclusion that the effects were mainly observed
- 6:43on the weight -bearing parts of the skeleton.
- 6:48And this corresponded very nicely to the fact
- 6:51that we also observed that... the average weight
- 6:54loss was 9 % within 52 weeks in the semaglutide
- 6:58group compared to placebo group. So just to finish
- 7:02that, I mean, we think that it induces this unloading
- 7:06effect on the skeleton that we know from the
- 7:08mechanostat theory will eventually increase resorption
- 7:11and remove bone because the threshold, the strain
- 7:15threshold has changed when you lose weight. So
- 7:19I suppose the next question then is, for this
- 7:20group of patients who took the semi -glutide,
- 7:23how was their bone mineral density and their
- 7:26bone health at baseline? And how did it change?
- 7:30Did it move towards osteoporosis or osteopenia?
- 7:33So one of the inclusion criteria were that they
- 7:38had to have what we called increased fracture
- 7:40risk, which was either a T -score at the lumbar
- 7:43spine or total hip or femoral neck below minus
- 7:46one. or low energy fracture, so osteoporotic
- 7:49fracture within three years of recruitment. But
- 7:53we did have 15 participants who had osteoporosis
- 7:58either based on their DEXA scan or based on a
- 8:00low energy fracture, but some of the participants
- 8:01attended the study because they didn't want the
- 8:05conventional anti -osteoporosis treatment, right?
- 8:07So we did assess at the end of the study all
- 8:12of our participants and advised them, depending
- 8:15on their... DEXA scan and T -score if they were
- 8:18candidates for osteoporosis treatment. I can't
- 8:20remember the exact number but I'm pretty sure
- 8:23that it was not more than one who might have
- 8:26went from the osteopenic T -score into the osteoporotic
- 8:30T -score but I mean it's something that we definitely
- 8:32should be aware of. So what do we do next then?
- 8:35Do we co -prescribe bisphosphonate with the semiglutide?
- 8:38Do you tell patients if they're going to take
- 8:41the semiglutide they have to do weight -bearing
- 8:43exercise? Where are you going next with your
- 8:46with your study well i think first of all i mean
- 8:48exercise and and focus on nutrient intake when
- 8:52you start these type of drugs is is a recommendation
- 8:55that you should provide your your patients um
- 8:58for the other question i mean it's very important
- 9:01to look into risk factors, right? Do they have
- 9:05risk factors? So it's an individual assessment,
- 9:07but it's definitely something that we as medical
- 9:10doctors need to think about. So obviously there's
- 9:13a difference if you put a 35 -year -old male
- 9:16who is obese on this drug, or if you put maybe
- 9:20a fragile old person who has a history of a low
- 9:24energy fracture into this drug. So it's an individual
- 9:28assessment. Knowing that this type of drug induces
- 9:33an almost 10 % weight loss, as a medical doctor,
- 9:37you need to expect that they will lose some sort
- 9:39of bone. And then it's up to you to kind of assess,
- 9:42well, is this something that makes it a higher
- 9:45risk for you to, let's say, develop osteoporosis?
- 9:49And are you certain that's not something to do
- 9:52with the... with the pathway the glp -1 pathway
- 9:55it's definitely due well i'm not asking a scientist
- 9:58to say anything's definite but your hunch at
- 10:01the moment is it's the fact you're just unloading
- 10:03the bone there's not as much weight bearing and
- 10:05therefore the bone is responding to that you
- 10:07don't think there's a bit of the pathway that
- 10:08you don't understand that it's maybe contributing
- 10:11to bone loss as well i think it's worth looking
- 10:13into actually because the thing with this trial
- 10:15and that's something that you can look at afterwards
- 10:17that when we do see this massive weight loss,
- 10:20it really makes it difficult to distinguish potential
- 10:22direct from indirect effects, right? So one of
- 10:26the things that we talked about was that it would
- 10:28have been fantastic to have a third arm in our
- 10:30trial in which participants lost the same amount
- 10:33of weight but on calorie restrictions only because
- 10:36then we would have a chance to do a head -to
- 10:38-head comparison between what is the bone loss
- 10:41after calorie restriction on diet alone and what
- 10:44is the bone loss when you use semaglutide. Or
- 10:46a fourth arm using weight -bearing exercise.
- 10:48It's a little to lose weight. Positive and negative
- 10:51control. Yeah. You mentioned earlier that some
- 10:56people are taking the drug even if they're not
- 10:59very obese, maybe just overweight, maybe not
- 11:03obese. What would this mean for those people?
- 11:07Are there any plans to do any research on them
- 11:10and how the weight loss might affect their bone
- 11:12health? So, I mean, one of the things that, of
- 11:16course, makes it difficult now is that now we
- 11:18have data that shows a potential negative effect
- 11:20of a drug, right? It's harder to do more research.
- 11:23Exactly. So, I mean, when we design a study,
- 11:26both thinking about how to fulfill the experiment,
- 11:30but... also very much because of the ethical
- 11:33consideration of what it's like to include participants
- 11:37that we know might lose bone, right? So what
- 11:40we are thinking about doing next is to actually
- 11:43look into patients who are... per se candidates
- 11:46to receive this treatment so that we include
- 11:49someone who otherwise would actually still be
- 11:53candidates to be prescribed this. So that has
- 11:58changed our mind of who to include from when
- 12:02we designed this trial. And I don't know if this
- 12:06is an unfair question. Did you ask the subject,
- 12:09the patients, what they thought of the balance
- 12:12between losing weight? Because I presume most
- 12:14of them were very happy to have lost a lot of
- 12:15weight. But if you said to them, look, you've
- 12:17lost a little strength in your bone as well,
- 12:19what did the patients think of that as a potential
- 12:22side effect? It's actually a very good question.
- 12:25And actually, once again, I think I need to go
- 12:28back to the time and the fact that... you know,
- 12:33knowledge has really escalated within this field
- 12:35because I can still remember talking to some
- 12:37of our participants that at that time we didn't...
- 12:40quite have the data on what happens when you
- 12:42stop the treatment. And then along came, well,
- 12:45these studies that you regain weight when you
- 12:47stop. So I told them, please don't change all
- 12:49your clothes if you start losing weight. But
- 12:52yeah, so this, but obviously we actually invited
- 12:57all our participants to discuss the data because
- 12:59it showed the opposite of what we found. And
- 13:03I mean, it was a... fantastic group of people
- 13:05and and they had very nice questions i didn't
- 13:08ask that particular questions but i mean they
- 13:12were most of them were postmenopausal women so
- 13:14they they had some sort of idea of what it's
- 13:17like to have osteoporosis and and have focus
- 13:20on on bone health so it's actually something
- 13:22that i think we need to maybe address a bit more
- 13:25when we design our studies to to interview participants
- 13:29or at least relatives yeah wonderful This is
- 13:33a really interesting story. I hope that you continue
- 13:37to research it and hopefully we'll see you at
- 13:40future ECTSs so we can get a bit of an update
- 13:42on how you're getting on. I think a lot of the
- 13:44listeners are going to be excited to hear more.
- 13:46Yeah, it's a story I think that has repercussions
- 13:48outside just the bone world as well, doesn't
- 13:50it? It's an interesting general concept. Well,
- 13:54thank you very much for inviting me to this.
- 13:57Thank you. Thank you, Morten. Listeners, I'm
- 14:05very, very pleased to announce our next guest.
- 14:08It's Mr. Jamie Rowe, who is a PhD in the Bone
- 14:12Health Research Group at Imperial, which is our
- 14:15group. And his primary supervisor is Ulrich Hansen,
- 14:18who's my closest collaborator for 10 years. And
- 14:21I think this is a really exciting research project.
- 14:23Welcome, Jamie. Hello. Lovely to be here. thanks
- 14:27for coming to the podcast. Jamie is a relatively
- 14:29early career researcher then, as opposed to some
- 14:33other people who've been at this for a long time.
- 14:35But I mean, one of our aims, I think, in the
- 14:37podcast is to give a voice to people who are
- 14:40starting off and to encourage them that we're
- 14:43all part of the bone community and we can all
- 14:45learn from each other. So we will ask you some
- 14:48hard questions now about your research. You look
- 14:51terrified. It's fiber training. How have you
- 14:57found your first ECTS? Yeah, it's been great.
- 15:00Really interesting talks. Good to talk to lots
- 15:03of different people. And you presented your poster
- 15:06here. Did people come and talk to you about it?
- 15:08Yeah, I had a few people come over and ask me
- 15:10questions and things. Nice. Always good to get
- 15:12different opinions. You've been doing some work
- 15:15then on, let me call it the quality of bone or
- 15:18the strength of bone. Tell us a little about
- 15:21just what you've been looking at and why you've
- 15:24been looking at it. So at the nanoscale, bone
- 15:27is a composite material. Basically, you have
- 15:29sort of deformable collagen molecules and brittle
- 15:33mineral. And in man -made composite materials,
- 15:36we often kind of attribute their good mechanical
- 15:40properties to kind of the formation of basically
- 15:42residual stresses. These are sort of stresses
- 15:44that form during manufacturing generally. Okay,
- 15:47and we'll translate that and say that composite
- 15:49materials, you make things like concrete. Yeah,
- 15:52so something like pre -stressed concrete, basically,
- 15:54where you have concrete and then steel bars generally.
- 16:01And basically, in pre -stressed concrete, you
- 16:04have the steel bars are kind of put under tension,
- 16:06the concrete is poured over, and then the tension
- 16:09is, like, released, and basically then those
- 16:11steel bars kind of compress up and put the concrete
- 16:14under compression, basically, and that drastically
- 16:16increases the ability of concrete to kind of
- 16:19withstand. Yeah, so it's almost like a coil spring
- 16:22inside the concrete, which is compressing it
- 16:24and making it even stronger than it would be
- 16:26by itself. So it turns out human bone might be
- 16:29like that, is it? Yeah, exactly. So we believe
- 16:33that basically collagen kind of has this... So
- 16:36this is work that kind of came from Peter Fratz
- 16:38on Potsdam. We believe that collagen kind of
- 16:41has a similar role to those steel bars in the
- 16:43concrete, where during the process of bone formation...
- 16:47the collagen kind of starts to shrink up and
- 16:50then that puts the mineral sort of under compression
- 16:52and then that will give bone its great mechanical
- 16:55properties, basically. So I've been trying to
- 16:57understand the molecular origin of this. And
- 16:59water's important in that process, is it? How
- 17:02wet the bone is? How much water there is in it?
- 17:05Yeah, so we can just think about tendons, which,
- 17:07you know, is kind of, you can just think of unmineralised
- 17:10collagen. And we understand that when tendons
- 17:13sort of... dry up or are put under osmotic pressure
- 17:15so kind of water is removed from the collagen
- 17:17the collagen molecules start to shrink up yeah
- 17:20and so the kind of idea is what if a similar
- 17:22process is happening when the mineral starts
- 17:24forming right so the mineral kind of comes in
- 17:26replaces the water yeah and then that replacement
- 17:30of the water removes the cause of the collagen
- 17:32to kind of shrink up but the thing is we don't
- 17:35currently understand why collagen shrinks up
- 17:37when it is put under it dries up so that's what
- 17:41i've been trying to look at basically Why does
- 17:43collagen like to kind of shrink up when water
- 17:46is removed? So when the collagen shrinks and
- 17:49starts to pre -stress the mineral, how much would
- 17:53that increase the strength of bone by? So we
- 17:56can estimate from experiments that it is of the
- 17:58order of tens of megapascals, which is sort of
- 18:02equivalent to kind of the peak stresses that
- 18:04you undergo during daily motion. So we can imagine
- 18:08this kind of almost doubles the strength of bone,
- 18:11basically. You can imagine that during motion
- 18:14you're actually just undoing that pre -stressing
- 18:16rather than adding extra stress to the bone.
- 18:19So it makes a huge difference then if you're
- 18:21doubling the strength of bone by tensing it.
- 18:27That makes a big difference. Could there be a
- 18:31role for this kind of pre -stressing in rare
- 18:35bone diseases? We've heard quite a lot at the
- 18:37conference about osteogenesis imperfecta where
- 18:40mutations in the collagen. cause it to malform
- 18:42and lead to malformation of the mineral. Yeah,
- 18:46so one of the things we found in my research
- 18:48was that these pre -stressing, this pre -stress
- 18:52behavior seems to be localized to very specific
- 18:54amino acids, basically, in collagen. So we found
- 18:58that the collagen has this kind of repeating
- 19:00pattern, but the amino acid pattern kind of changes
- 19:03as you go along. And we found that most of the
- 19:06collagen amino acids... don't actually change
- 19:09when they're kind of dehydrated. In fact, actually
- 19:11most of them kind of expand slightly. And the
- 19:14contraction is actually kind of localized to
- 19:16a handful of very important, clearly, amino acids.
- 19:21So then we can start to think about rare bone
- 19:23disease and think about mutations. So if you,
- 19:25for example, mutate some of these regions, do
- 19:28you then kind of reduce the ability for the collagen
- 19:31to pre -stress the mineral? So we know as you
- 19:33get older, your bones become dehydrated in general
- 19:35in humans. Bones dry up. So that could be in
- 19:38itself contributing to the weakness of the bones,
- 19:40just the fact that bones tend to dehydrate as
- 19:43you get older. Potentially, could we rehydrate
- 19:45older people's bones in some way? That's a hard
- 19:48question. It's an interesting one, though, isn't
- 19:51it? It would be a very cheap treatment, potentially.
- 19:56Look, it's been great to talk to you. Thanks
- 19:57for coming and sharing your work. We look forward
- 20:00to speaking to you in another 10 years, you know,
- 20:02when you're running your own lab and just as
- 20:04successful as Richie is. Thanks for having me.
- 20:08Jamie's brighter than me. He's going to go further.
- 20:11Well, that's great. I hope you've enjoyed your
- 20:12first conference and enjoyed your first visit
- 20:14to Bone Up. Yeah, it's been great. Thank you.
- 20:22Listeners, we have our next guest with us, Friederike
- 20:25Schulter from the Institute of Biomechanics at
- 20:27ETH Zorich. Welcome. Thank you. Welcome here.
- 20:30I'm glad to be here. Thank you for coming back
- 20:32to join us. We spoke to you last year. We had
- 20:34a really fantastic episode of the podcast where
- 20:37we were speaking to you about your animal trials
- 20:39where you had potentiated the effect of romasozomab
- 20:43using mechanical loading in a mouse model. This
- 20:46year you've come back with the next stage of
- 20:48the research and you gave a really fantastic
- 20:50talk yesterday morning about MPA models. Would
- 20:53you tell us a little bit about the work you've
- 20:55been doing? Yes, sure. Micro MPA models are another
- 21:00approach to learn more about the mechanisms behind.
- 21:03and more at the cellular and the molecular level,
- 21:06because what we did before is using microcomputed
- 21:11tomography scans of the preclinical mouse model
- 21:16of osteoporosis, and there we can see how the
- 21:20morphometry and the bone remodeling changes over
- 21:22time. But we don't have access there to the...
- 21:27molecules and which molecule is expressed and
- 21:30how are the bone cells communicating with each
- 21:33other and that's still the the key question why
- 21:38would we see changes in the micro bone microstructure
- 21:42of the bone according to osteoporosis according
- 21:46to mechanical loading or also to pharmacological
- 21:50treatment so we really wanted to understand what
- 21:54are the molecular mechanisms and using micro
- 21:58multi -physics agent -based modeling so micro
- 22:01mba modeling is an approach that goes from bottom
- 22:05up actually That is to say, we use mathematical
- 22:08rules that we define ahead. And those rules are
- 22:13really on the molecular level. How do pre -osteoclasts
- 22:19multinucleate into osteoclasts? And which proteins
- 22:23do the osteocytes release? which signals do those
- 22:30molecules then trigger regarding osteoblasts
- 22:33or osteoclasts. So these rules are all defined
- 22:36at the beginning, and then you give an input,
- 22:39a real experimental in vivo structure of a basal
- 22:44scan, actually, of such a bone. And then the
- 22:48model is run over iterations and iterations,
- 22:51and you hope that the output... the bone microstructure
- 22:55that you get in silico as an output that this
- 22:58would fit to the experimental microstructure
- 23:01that you saw in the experiment. What did you
- 23:04find when you compared your MPA model to the
- 23:07real mouse data? We tried to calibrate regarding
- 23:12the bone volume fraction, this is our primary
- 23:15goal, and this worked out in the mice. And we
- 23:23defined or we hope that with such micro -MPA
- 23:26models, we can then test and validate or also
- 23:30reject hypotheses that we set at the cellular
- 23:33molecular level. For example, in the study I
- 23:36presented yesterday, we tried to simulate postmenopausal
- 23:41osteoporosis in an animal model of osteoporosis
- 23:44by ovorectomy, which results then in a bone loss.
- 23:51in the next five to nine weeks. And we tried
- 23:57to define those rules by saying that on the pre
- 24:03-osteo class, we reduced the number of bound
- 24:09to unbound receptors. And rank L receptors, I
- 24:14had to say. And this facilitates the multinucleation
- 24:18into the active osteoclast. So osteoclasts are
- 24:22more proactive. And this also led to reduction
- 24:28in bone mass, as we had expected. So what you're
- 24:31saying is instead of doing the experiment on
- 24:33a real mouse, to put it like that, you're creating
- 24:36a model. And when you say a model, it's a computer
- 24:38model? isn't that right exactly yes so and then
- 24:42you're sort of doing the experiment on the computer
- 24:43model and you can move all the turn the knobs
- 24:46up and down and increase this and reduce that
- 24:48and then you're checking to make sure that your
- 24:52computer model actually reflects the sort of
- 24:54work has already been done in mice to make sure
- 24:56that it's accurate and then you can do lots of
- 24:58new work on the computer model which has never
- 25:01been done on the mice that's the That's the sort
- 25:03of thinking? That's exactly the way of thinking.
- 25:05And because in the computer model, we will then,
- 25:08once we have validated the computer model, we
- 25:11have access to molecular concentrations, also
- 25:15the cytokine dynamics over time, which is very
- 25:18hard to get in people. Yeah, in a mouse, yeah.
- 25:22Exactly, even in the mouse. Yeah, once it's validated,
- 25:27we can then see how, for example, the Larson
- 25:30expression changes over time or Rangel expression
- 25:34goes up. Yeah, and this is quite interesting.
- 25:38And from this, micro -MPA models are used very
- 25:42much in order to also generate new hypotheses
- 25:44because you have the chance to test various pathways.
- 25:50Two or three. And you can do all sorts of crazy
- 25:52things in your model that you wouldn't maybe
- 25:53want to do on the mice. That as well. Yeah, well,
- 25:56you can generate all sorts of hypotheses. Yeah,
- 25:59that's right. It's kind of a contribution towards
- 26:03the 3R principles to reuse existing experimental
- 26:07in vivo data that we have in order to validate
- 26:10micro -MPA models, which then hopefully in the
- 26:13future can then also give new insights into clinical
- 26:17outcomes. And you have to use less for your mice
- 26:22then, obviously, as part of your experiments,
- 26:24which is a good thing. Because we can pre -test
- 26:26certain hypotheses, and when we find in silico
- 26:30that this is worth investigating, then only then
- 26:34can you go and do experiments. So you can greatly
- 26:37reduce the number of animals in the research
- 26:39and ask questions in the model that you might
- 26:42not be able to answer with the animals at all.
- 26:45Exactly. It's an amazing contribution. A cynic
- 26:49might listen to this and say, well, that's great,
- 26:52you're creating a perfect model of what the bone
- 26:55regeneration is like in mice. Why not do that
- 26:58in humans? Why bother with the intermediate step
- 27:01as you've got a computer that you can just create
- 27:03your own model then? Exactly, it's a very good
- 27:05question. So the input structure that we give
- 27:09is an animal structure, but of course the input
- 27:12structure can also be a clinical biopsy or any...
- 27:18pqct scan of course a patient scan and the reason
- 27:21why we do the pre -clinical um modeling is that
- 27:27we as a as an in silico person you always have
- 27:31to face the question how how much can i trust
- 27:35your model isn't it And this is an attempt to
- 27:38first really validate and show that it works
- 27:41on the preclinical data, because with the in
- 27:46vivo microcomputed tomography data, we do have
- 27:49the endpoints and the experimental structure
- 27:51at the endpoint, where we can then show whether
- 27:54our model is able to reproduce this exact in
- 27:58vivo experimental structure, which we sometimes
- 28:00don't have in the clinics. And therefore, we
- 28:05want to gain more confidence on our model by
- 28:09validating it experimentally. And it's easier
- 28:12to validate it with mice. Exactly. And then once
- 28:14you can show that your model is really working
- 28:17well, then you can, with more confidence, probably
- 28:19put the human data into it and say, well, with
- 28:21confidence, this will work well as a human model
- 28:23as well. Yeah, I can see that. microcomputed
- 28:27tomography gives you a higher resolution. So
- 28:29you can see the individual trabeculae and also
- 28:33the modeling and the resorption sites in a higher
- 28:36resolution. And this is closer to the rules that
- 28:40we apply at the cellular level. So if you're
- 28:44confident that the model works on the high -resolution
- 28:49images, then we can also apply it in the clinics.
- 28:53It's amazing research and you can see, it's lovely
- 28:56to see how your research is growing and developing
- 28:59and every year you have something new to share
- 29:01with us, it's wonderful. Yeah, come back next
- 29:04year and you'll have something even more exciting
- 29:06to talk about. Yes, of course, I mean there's
- 29:09a lot to do so because all the medications are
- 29:13there and also we see here in the sessions the
- 29:18different... branches or which medication to
- 29:21take after which one so there's a lot of potential
- 29:25and a lot of questions that's also what i took
- 29:28from yesterday the more you talk with people
- 29:31about the bone research the more questions arise
- 29:34and there's really a lot more to investigate
- 29:36i remember making a comment last year that you
- 29:38were sending your mice to the gym so now you'll
- 29:41be sending your computer model to the gym that's
- 29:43the that's the thinking I thought of that picture
- 29:47actually. It's a couple of times. And it's true.
- 29:51Mechanical loading is kind of sending them to
- 29:54the team. It's a funny picture. Thank you very
- 29:57much. Thanks. Lovely to speak to you again. Thank
- 30:00you for having me here. Bye -bye. And we hope
- 30:08you can join us for the fourth and final episode
- 30:11recorded here in Innsbruck, which will be released
- 30:13very soon. Bye now.