Latest / 'Bone Up' / Vertebral fractures, never events & Martha's rule
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 Listeners, welcome
- 0:55to the last Bone Up episode of 2024. It's been
- 0:59quite a year. How are you doing, David? I'm doing
- 1:02well, thanks. Looking forward to getting a few
- 1:04days off over Christmas. And yeah, just looking
- 1:07back at all the things we have crammed into the
- 1:10year, both professionally and actually on our
- 1:12bone -up recordings as well. Yeah, it has been
- 1:15a busy year. It was nice that, what, about a
- 1:18month ago, you visited London and we got to see
- 1:21each other face -to -face to plan what we're
- 1:23going to do for the podcast next year. That was
- 1:25really a lot of fun. I like that a lot. We visited
- 1:28ECTS this year. I think we got some really great
- 1:31episodes live from the conference. And we got
- 1:34the interviews with Eleanor Tesordi and Roland
- 1:37Barron. It was a really fantastic event. Yeah,
- 1:41it was great. The weather in Marseille was fantastic.
- 1:43We got to speak to a whole range of people from
- 1:46some of the most senior bone research people
- 1:48in the world, right through to people doing undergraduate
- 1:52and doing doctorates from right across Europe
- 1:55and, in fact, across the world. at large so yeah
- 1:58it was a really really good time um at a personal
- 2:02level i was actually over in london as well as
- 2:03meeting you richie to attend the the adult rare
- 2:06bone disease clinical network uh meeting which
- 2:09was good and uh and my trust in northern ireland
- 2:12is now part of that which is which is excellent
- 2:15the ects meeting was a big highlight for me this
- 2:18year but i also had my visiting professorship
- 2:21renewed by my colleagues at ulster university
- 2:23so that was nice as well but clearly they expect
- 2:27more work out of me so there's no such thing
- 2:31as a free lunch there's not this year seems to
- 2:35have been a very busy year for you clinically
- 2:37as well david yeah every year seems to get clinically
- 2:41clinically more busy i suppose and um i mean
- 2:45i was speaking earlier to one of my senior nurse
- 2:48colleagues and she was just saying to me that
- 2:50she seems to do nothing but treat people with
- 2:53vertebral fractures now you know within the fracture
- 2:55liaison service and and that's certainly a big
- 2:58change something we see at conferences we hear
- 3:00a lot more with vertebral fractures but even
- 3:02in day -to -day practice you know the vertebral
- 3:05fracture is now front and center of sort of driving
- 3:08what we do and the patients we now see as as
- 3:12the highest risk patients and the patients we
- 3:14prioritize largely in seeing um and that As years
- 3:18go on, I think that the vertebral fracture becomes
- 3:21more and more important, which is, of course,
- 3:26very topical because of our guest today, Professor
- 3:29Ken Poole, who has agreed to talk to us. I'm
- 3:32sure he will talk to us about a range of things.
- 3:33Ken is a man of many talents, but we're hoping
- 3:37he will focus on vertebral fractures and on his
- 3:39insights and research work in that area. Listeners,
- 3:44we're very excited to announce our guest today.
- 3:46We've been trying to get him on the podcast for
- 3:48a while. He's incredibly busy. We have Professor
- 3:51of Metabolic Bone Disease, Ken Paul, from the
- 3:53University of Cambridge. Professor Paul applies
- 3:56novel imaging techniques to investigate bone
- 3:59diseases in his research practice, and he also
- 4:02runs the NHS Clinical Services for Metabolic
- 4:05Bone Disease. Ken, hi, great to have you today.
- 4:08Hello, thank you for having me. It's lovely Ken
- 4:11that we've been able to get a window to catch
- 4:14up so we're really looking forward to speaking
- 4:15to you. To kick us off with the questions then
- 4:18Ken we'd like to get an idea about what your
- 4:21day job is like. We know that you combine clinical
- 4:24work and research work with your special interests.
- 4:28How do you bring that all together? Well I think
- 4:31I've probably got four jobs. One of them is being
- 4:34a clinical doctor for patients with osteoporosis
- 4:37and particularly vertebral fractures and people
- 4:40who've got complex osteoporosis and then people
- 4:45with rare diseases of which we look after about
- 4:47550 people in Cambridge with rare diseases. The
- 4:51particular interest in osteogenesis imperfecta,
- 4:54so brittle bone disease and all that goes through
- 4:55families so there's a lot of them. The other
- 4:58hats are I'm an academic at the University of
- 5:01Cambridge and I do a lot of clinical trial work.
- 5:03imaging work and studies to try and work out
- 5:06why people fracture and how we can better treat
- 5:09them and third job I'm a capacity lead so trying
- 5:12to bring on tomorrow's researchers with the NIHR
- 5:15Cambridge Biomedical Research Centre so that
- 5:18and we've got a current focus on trying to get
- 5:19nurses midwifery and allied health professionals
- 5:22into research and support them here and my fourth
- 5:26job is well because my wife is a consultant obstetric
- 5:28anesthetist I'm a I'm a sort of very busy dad
- 5:32so lots of drop -offs to school and back it's
- 5:36nice to hear you including that as part of a
- 5:38proper job ken oh it's the best so um we were
- 5:46going to talk today about many things but but
- 5:48significantly about vertebral fractures We were
- 5:52talking earlier, I was thinking maybe 15, 20
- 5:54years ago, we didn't hear as much about vertebral
- 5:56fractures in terms of conferences and research
- 5:59and practice. Why do you think we're hearing
- 6:01so much about vertebral fractures now as compared
- 6:05to in the past? Well, I think you're talking
- 6:10about whether we hear them about them at conferences.
- 6:13I think you and I in our clinics. We've never
- 6:18stopped seeing patients with vertebral fractures.
- 6:20When someone loses height from a vertebral fracture
- 6:24or has a curved back, that's really the archetypal
- 6:28osteoporotic patient or person with osteoporosis.
- 6:31And once seen, especially when someone's had
- 6:35multiple vertebral fractures and they've lost
- 6:37a lot of height or it's really changed them,
- 6:39never forgotten. And I think the difference between...
- 6:45You know, I've been doing this 27 years. The
- 6:47difference between then and now is that there
- 6:51are treatments that really mean that it should
- 6:54be a never event for someone to have multiple
- 6:57vertebral fractures. And the reason it should
- 6:59be a never event is because we've got medicines
- 7:02that prevent the fractures. And there's always
- 7:07been a real problem trying to identify people
- 7:10with vertebral fractures. And part of the...
- 7:14Part of the research question is trying to find
- 7:16who those people are and get them targeted to
- 7:19the right treatments at the right time. I remember
- 7:22years ago, it was this incredible, the first
- 7:25ever real epidemiology in osteoporosis from Professor
- 7:28Cyrus Cooper. And it had this exponential increase
- 7:32in hip fractures with time. And everybody was
- 7:35amazed by this exponential curve as you got older,
- 7:38as age increased, the hip fractures got more
- 7:40common. There was also a steady increase in forearm
- 7:44fractures. And then another part of the curve
- 7:46that less looked at was the vertebral fractures.
- 7:49And they started to go up very rapidly after
- 7:5150. But that was only if you look for them with
- 7:55x -rays, if you did radiographs. They're all
- 7:58out there. It's just that they come to us late.
- 8:03Do you think it's been driven, like I suppose
- 8:06like many diseases, you finally get a drug that
- 8:08works well for it and there's naturally more
- 8:11interest in the disease or in the sub -disease,
- 8:16whatever. Do you think this, and this is sort
- 8:18of interesting probably for researchers, is this
- 8:21somewhere where research and new drugs have really
- 8:23pushed clinicians to search harder for patients
- 8:26who will benefit from these treatments and to
- 8:28do better for these patients? Jonathan Reeve,
- 8:34who was my PhD supervisor, he gave the first
- 8:37teriparatide, as is now, or parathyroid hormone
- 8:40treatments in 1972 at Northwick Park, or at least
- 8:45the publication was in 1972, in The Lancet. And
- 8:50that's possibly one of the most effective treatments
- 8:53for vertebral fracture. It took until 2004 for
- 8:57that to become a drug, but it's been a drug that's
- 9:00been able to... de -risk someone within about
- 9:04six months such as there's a 90 % reduction in
- 9:08severe vertebral fractures with that medication
- 9:11and I don't think it's I mean obviously there
- 9:15was a lot of problems with its price to begin
- 9:17with it being a you know an expensive hormone
- 9:21drug but nowadays there are biosimilar drugs
- 9:23to teriparatide that we use here I think the
- 9:28problem is that there's always been a One of
- 9:32the first problems came because radiologists
- 9:34and doctors got together and said back pain should
- 9:37not be x -rayed. I never could understand that,
- 9:41but it came along. And so you have people like
- 9:45Emma Clark and Stephen Kaptogi in the research
- 9:48world who've done great studies to show these
- 9:52are the types of back pain that require you as
- 9:54a doctor or a nurse to request an x -ray or radiograph.
- 9:58And you should be finding them in that way because
- 10:01the ultimate problem is that some of the back
- 10:04pain you feel with a vertebral fracture seems
- 10:06similar to other types of pain with back pain.
- 10:10And since back pain is so common, there was a
- 10:13thought, well, it's going to be chronic musculoskeletal,
- 10:16the word that covers everything. And actually
- 10:18there you miss the person who's just collapsed
- 10:21a vertebrae and who could be helped enormously
- 10:23by treatments. And you asked me about the medication.
- 10:28I think that it's fair to say that with newer
- 10:30medications that come along, like bromisosumab,
- 10:34abalaparatide has come, and hopefully there'll
- 10:37be more anabolic treatments like this. Yeah,
- 10:40I think that because they work so rapidly and
- 10:43with such an enormous effect, then of course
- 10:46it focuses the doctors' and nurses' attention
- 10:49on trying to get the patients the treatment quicker,
- 10:52especially if they're at very high risk. And
- 10:54we all know that if you've had one vertebral
- 10:56fracture... The second is, you know, what is
- 10:59it, nine times more likely, and the third is
- 11:0127 times more likely. Once you're going up through
- 11:04the vertebral fractures, they're like dominoes.
- 11:06So, yeah, there's some truth to what you say,
- 11:08but I think that we've all seen the patients
- 11:12who could benefit, and they've always been there.
- 11:16How similar are the vertebrae to other bones
- 11:18in the body, like the hip? Do they fracture in
- 11:22the same way? That's a great question. You've
- 11:27got these 24 out of your 33 spine bones, the
- 11:3224 of your cervical, thoracic and lumbar vertebrae.
- 11:36And they make that lovely double S shape that
- 11:39we have because we're bipedal and we have to
- 11:41stand upright and support our heads right at
- 11:43the top, which is quite unusual for apes. And
- 11:48so they are formed the same way as the hip. The
- 11:51endochondral ossification, they're formed from
- 11:53a cartilage template, which is then... made mineralized
- 11:58and ossified but there the similarities probably
- 12:01end you could probably say they've both got a
- 12:04cortical shell so a hard compact bone shell like
- 12:08scaffolding tube and they've both got an inner
- 12:12honeycomb or trabecular bone which is like the
- 12:15inside of a crunchy bar but in the vertebrae
- 12:18it's very much more the honeycomb working with
- 12:22the shell that's giving it the strength That's
- 12:25the front of it, the vertebral body. And then
- 12:28at the back of all your individual vertebrae,
- 12:29you've got these spinous processes and articular
- 12:35processes. They're the bits you can feel if you
- 12:37lean forward and press on the lower part of your
- 12:40back. You'll often feel that that's the spinous
- 12:42process. That's giving you the bony support and
- 12:46protection for your spinal cord and all your
- 12:49nerves. Whereas your hip is this lovely cantilevered
- 12:52arch. transferring the body weight in a ball
- 12:58and socket joint down to your leg, your thigh
- 13:00bone, and really given to compression and tensile
- 13:06forces and lots of torsional forces as well,
- 13:09whereas your spine has a very different loading
- 13:11pattern. And then how they fracture couldn't
- 13:16be more different, really. I mean, if you fall
- 13:18to the ground hard enough on your bottom, you
- 13:20could fracture a vertebrae. And if you fall to
- 13:23the side, landing on your hip, you can fracture
- 13:26a hip or proximal femur. But actually, that's
- 13:29not how we often see people with a spine fracture
- 13:33break it. It's more often that they're lifting
- 13:36something or they've bent in flexion. And that
- 13:39comes back to your background, Richie, about
- 13:42material properties. And the material properties
- 13:46of the hip and spine are very different. The
- 13:49vertebrae can only withstand a certain amount
- 13:51of flexion loading or the compressional loading
- 13:57before it gives way. And it gives way in that
- 14:01sort of non -elastic way for a bit and then is
- 14:04a complete failure point. So that sometimes if
- 14:09someone hasn't got any honeycombs, as happens
- 14:11in severe osteoporosis, the whole vertebrae can
- 14:14collapse. And that's one of the things that,
- 14:17you know. We want to know the bone density because
- 14:21we want to know whether any of the other vertebrae
- 14:23are going to be collapsing in that way. And whereas
- 14:26your hip has got a complex way of fracturing
- 14:28because of its design and shape, it's got some
- 14:33regions which are very, very thin and porous
- 14:36and liable to give way at the slightest, you
- 14:40know, reversal of forces. So when you fall on
- 14:43the side, you reverse the normal forces the hip
- 14:45feels and therefore... That's how you often break
- 14:47a hip. Is the mechanism of fracture important
- 14:51in terms of a vertebra, or is it something do
- 14:56you think, you know, we measure, we do a DEXA
- 14:58scan and we measure bone mineral density at the
- 15:01spine, but it strikes me sometimes the actual
- 15:04mechanism is something that we should... that
- 15:08I wish I knew more about why people fracture
- 15:11certain vertebrae at certain times. We've all
- 15:14seen patients with T -scores of minus five who
- 15:17remarkably have never broken anything. And yet
- 15:20again, we've all had, I think, the clinical conundrum,
- 15:22Ken, of seeing someone with two or three vertebral
- 15:24fractures, but a T -score of minus 1 .5. And
- 15:27it strikes me sometimes at the clinic, we're
- 15:29way far behind in terms of the mechanism of understanding
- 15:33how the vertebrae actually fracture. We are.
- 15:38And I mean, I should probably say you've already
- 15:43done in your podcast T -scores and DEXA, but
- 15:46it's worth sort of, it's worth restating that
- 15:50in someone who's a younger postmenopausal woman
- 15:53or a man of the same age, a spinal DEXA is a
- 15:57really good readout of the strength of someone's
- 16:01vertebrae. It's only when you get into the older
- 16:04range where all those bits i mentioned before
- 16:07like the pedicles and the spinous processes and
- 16:10all the other bits of the vertebrae get worn
- 16:12and and hardened and you can't then measure the
- 16:16the the honeycomb parts of the vertebrae with
- 16:18the dexa and you know some people get very upset
- 16:21locally when they can't have a spinal dexa over
- 16:24a certain age but actually the reason we say
- 16:26you can't have it is because it doesn't give
- 16:28you the information we need on the honeycomb
- 16:30so So bearing that in mind, we don't measure
- 16:34directly the strength, whereas Richie and colleagues
- 16:38at Imperial and around the world, there are techniques
- 16:42which measure the actual performance of a tissue
- 16:47or a structure, or in this case a bone, under
- 16:51loading conditions. So there even exist at the
- 16:54moment ways of taking... images. They have to
- 16:57be 3D images in order to, so a CT scan or a tunnel
- 17:03scanner that goes all the way around the body
- 17:04to give you a 3D picture. And then doing a finite
- 17:09element analysis, which breaks down the structure
- 17:13into little focal elements, and then can subject,
- 17:20if in the case of a spine or a vertebrae or a
- 17:23hip, subject it to the sort of forces that take
- 17:27place when you do give extra force to the body.
- 17:34So when you do bend down and lift up the really
- 17:37heavy end of the sofa or fall sideways onto the
- 17:41floor, you can recreate those conditions in the
- 17:43laboratory using finite element tools. And when
- 17:47you do that, you get amazing results because
- 17:48you can take someone's... bones and virtually
- 17:53break them in the lab and also see which bits
- 17:57are giving way first. So in the case of what
- 18:01turns out to be really useful in humans to work
- 18:05out how their bones might break is spinal finite
- 18:10element imaging. The great proponent of this
- 18:14has been Tony Keaveney. And his software can
- 18:19take an L3 vertebrae and get internal tissue
- 18:23failure by virtually loading it and virtually
- 18:27compressing it. And you actually see, because
- 18:30of a little color map, you can see the individual
- 18:33elements of the trabecular part giving way at
- 18:37the stress. And you can work out, you can say
- 18:39this vertebrae in this person, you know, its
- 18:42baseline strength was three and a half thousand
- 18:44newtons. And obviously the really beautiful thing
- 18:48about that is then you can say a year or two
- 18:51later with some treatment, look, its strength
- 18:54now is 5 ,500 newtons, and that's the difference.
- 19:01I was thinking about the clinic. Will we ever
- 19:04see that at the clinic, do you think? Well...
- 19:10And is it useful to have it at the clinic? Will
- 19:12it ever guide us to say, well, you know, I've
- 19:15done your finite element analysis. And I think
- 19:17in your case, teriparatide might be better than
- 19:20romo or proli. Do you think it has a clinical
- 19:22or is it just something that makes Richie's eyes
- 19:24light up because it's such an exciting way of
- 19:27looking at bone? Well, I think. what you have
- 19:33when someone comes in particularly if they've
- 19:35had a vertebral fracture is they don't they've
- 19:37got no confidence in their own bones ability
- 19:40to withstand simple acts of daily living and
- 19:43they feel you know when's the next one going
- 19:45to happen and it is in my experience with the
- 19:48patients coming to me really an awful event in
- 19:50their life so you know is everyone going to get
- 19:54this no but but there are some things that are
- 19:57just a quite a long way along the towards finite
- 20:01element modeling like 3d um qct which is a method
- 20:06method that's gaining a lot of traction of measuring
- 20:08the the trabecular the honeycomb bone density
- 20:11which gives you it's not miles away from the
- 20:14from the finite element readouts for how strong
- 20:16the bones are and you can start to look at that
- 20:18and say yeah yeah actually you had a okay let
- 20:21go to go back to your question david you had
- 20:22an okay t score but let look inside your honeycomb
- 20:25and actually what's going on here is that the
- 20:27the trabecular the honeycomb bone is not as strong
- 20:30as we thought And therefore, you know, where
- 20:34we were sitting on the fence and wondering whether
- 20:35you should have a bone building therapy first.
- 20:38Now we're sure. And we're actually doing that
- 20:40right now. I mean, because we're very blessed
- 20:42in Cambridge. I think we've calibrated with Dan
- 20:45Chappell in the team and Judith have calibrated
- 20:47every CT scan that we can reach within miles
- 20:51and miles of Cambridgeshire and the fens. If
- 20:53we find a CT scanner, we go out and we calibrate
- 20:56it. And so if someone says to us in Kingsland
- 20:58or, you know, Norwich. I've got a CT already
- 21:02done on this patient. Because we calibrated it,
- 21:05we can get the image exchange portal to send
- 21:07us the pictures and say, right, yeah, we'll do
- 21:10the QCT, which is not quite a finite element,
- 21:14but it's along the way. Once it's working in
- 21:19a number of people and it's shown to be useful,
- 21:21then industry, commercial companies can get behind
- 21:24it and then work to develop better scanners that
- 21:27can then go into hospitals to fill the need.
- 21:30Yeah, I mean, and it's worth saying that the
- 21:33great majority of our current research in this
- 21:37area is just done on ordinary scans done for
- 21:40other reasons. And we've got like a buy one,
- 21:42get one free project going on where if someone's
- 21:46coming in, we've got sort of six scanners in
- 21:49Addenbrookes. And if anyone picks up a leaflet
- 21:53as they go through, it's going to ask them safety
- 21:54questions about having a CT scan. And then it's
- 21:58going to ask on the second page is going to be
- 22:00what you've covered in another podcast, which
- 22:02is the FRAX questions. And then, you know, big
- 22:05capital letters at the top. Would you like to
- 22:08know your bone health? Because we can do this
- 22:10for free using the CT scan you're about to have,
- 22:13whether it's to look at your gallstones or your
- 22:15kidneys or whatever else or your bowel. We can
- 22:18use that. And because we've captured the questions
- 22:20beforehand, we can then add that all together
- 22:23and then. plumb the results of the qct into frax
- 22:27and give someone a personal 10 -year fracture
- 22:29risk and also some treatment advice about you
- 22:32know we picked up lots of people with spine fractures
- 22:35and lots of people with osteoporosis in that
- 22:37way so um that's really i think where it's going
- 22:42to come from and in china they recently they
- 22:45recently published in 70 000 people a reference
- 22:49range of qct um so When you overlay the results
- 22:55from the QCT as well, it looks exactly the same
- 22:58as it does in the big huge Indian reference range.
- 23:00It looks exactly the same as it does in the US
- 23:04reference range. They just overlay one another.
- 23:08There are very few differences in how people's
- 23:11honeycomb bone, the trabecular bone with QCT
- 23:14changes with age. And that comes to you, Richie,
- 23:19because the... The actual three -dimensional
- 23:24density maps so well to the Newton strength of
- 23:27the vertebrae. It's really nice to get that readout
- 23:31and be able to know where someone is in terms
- 23:35of the strength of their vertebrae. It's fantastic.
- 23:38And the vertebral structure, as you described
- 23:40earlier on, is relatively simple in comparison
- 23:42to other bones. So it's quite suited to the modelling.
- 23:45CT scans are fantastic for capturing the distribution
- 23:48of the bone, the thickness of the shell. the
- 23:50amount of trabecular bone, etc. I think we should
- 23:54probably say that we wouldn't ask for a CT scan
- 23:57over a DEXA scan because of the radiation involved
- 24:01in taking the CT scan. It's why it's sort of
- 24:03a nice little add -on or, as I say, a buy one
- 24:05get one free rather than the first line thing
- 24:08that we should all be asking for. It's a really
- 24:11wonderful way of getting more data from the patients
- 24:14and, I guess, opportunistically screen them for
- 24:17a disease. What kind of uptake do you get when
- 24:20people read the forms? Do people overwhelmingly
- 24:22want to know what their bone health is? We had
- 24:26a lovely result from our, we had this sort of
- 24:29free text entry part of the form where people
- 24:32were just given their form and they're sitting
- 24:35there with their pen and they were writing and
- 24:38we said, what do you think of this? And overwhelmingly
- 24:39people thought it was a great idea. They've explained
- 24:43it in multiple ways, which we're analysing, which
- 24:45is really nice to do. So you got that. And then,
- 24:48and then at the end of a year, if they'd had
- 24:50our Phoenix pathway, then they were, you know,
- 24:54five times more likely to have been found to
- 24:57have osteoporosis and three times more likely
- 25:00to be on medicines. And we were really pleased
- 25:02with that, but we want to do better. So we've
- 25:05run the whole thing again for another year where
- 25:08this time, instead of asking GPs, would you start,
- 25:10would you take this bone information and go through
- 25:14it with the patient? one of our peer reviewers
- 25:17said why aren't you doing it yourselves you lazy
- 25:18people so we actually just fed the people who
- 25:21were the high risk into our ordinary and very
- 25:24stretched clinical service and to see whether
- 25:26by the end of a year we can actually bring that
- 25:29up to the to more like the five or six times
- 25:31and because if if nothing's done then nothing's
- 25:34found and that's that's the that's the sad bit
- 25:36but yeah the uptake's great and people this was
- 25:40running during covid i was the only person from
- 25:42my team still in the hospital on the covid ward
- 25:45But I was running down to still put the little
- 25:47invites in the CT scanner because that was still
- 25:53running the whole time. And even during COVID,
- 25:56people were really happily just filling in that
- 25:58bit and posting it through our little box. And
- 26:02they were happy to have that extra information.
- 26:06That's an episode by itself almost, isn't it?
- 26:09Why we kept osteoporosis services running during
- 26:11COVID when they seemed... less important to the
- 26:14rest of the world but we were the uh the voices
- 26:17crying in the wilderness that you still have
- 26:19to pay attention to people's bones that's right
- 26:21and they'd managed to keep going with denosumab
- 26:23and treatments like that people were busily injecting
- 26:26themselves at home it was but yeah we learned
- 26:29a lot and you coped with the clinical service
- 26:31because i think that's the thing that that always
- 26:34worries me a little and worries the team i work
- 26:36with when i think of new ways of finding even
- 26:39more vertebral fractures that we didn't know
- 26:41about that it will overwhelm the service that
- 26:44we have? That is the million -dollar question.
- 26:48And the simple answer is it does completely overwhelm
- 26:53the services. And I don't know if you've ever
- 26:57covered this in the podcast series about machine
- 27:01learning and approach to finding vertebral fractures,
- 27:04but nowadays you can point... a neural network
- 27:09or a server, you could just get every CT scan
- 27:12ever done. Now, say we've got 50 ,000 of them
- 27:14a year in our hospital. And you can point the
- 27:18machine learning algorithm at that and say, could
- 27:21you find me every single person with a vertebral
- 27:23fracture anywhere in their spine, please, and
- 27:25give them to me in a list. And Cas Javed has
- 27:29been testing a huge commercial system with this.
- 27:34Now, You turn it on for three months and you
- 27:37have an absolutely overwhelming number of calls
- 27:41of virtual fractures. And it's in a way purely,
- 27:46you know, the pure software engineering part
- 27:48of it. It's great. Well, well done. You found
- 27:51those. But in terms of what you do with that,
- 27:54because you have to go and look at them, you
- 27:56have to go and verify them. You have to see whether
- 27:58there was anything else going on with you. There's
- 28:01no screening there. There's no saying, oh, I'm
- 28:03already on. zaledronate or i'm already taking
- 28:06the alendronate tablets or do you know what i
- 28:09mean it's a huge issue and we're all in it together
- 28:12to try and try and work out who we see and how
- 28:18we see them i think it's going to involve some
- 28:20patient centers patients themselves or hospital
- 28:25attenders saying yeah i'd like to know this and
- 28:29i'm going to go to this portal and i'm going
- 28:31to enter my clinical information and simple information
- 28:35about whether I'm on a medicine so that down
- 28:37the far end when it hooks up with the machine
- 28:40learning outputs it's not going to just be as
- 28:45it was in with Optasia in Nottingham 850 I never
- 28:51forget it 850 patients in three months when they
- 28:55were we were going and using the Optasia which
- 28:58is another way of looking for vertebral fractures
- 29:00with a with a um you know machine learning technique
- 29:05with that active shape modeling technique from
- 29:08tim coote it's just incredible and it is there's
- 29:10nothing wrong with it there's literally nothing
- 29:12wrong with it that was perfect but you imagine
- 29:14trying to tell your fls team you've got another
- 29:17850 patients to follow up in three months yeah
- 29:21exactly that's it's the it's the big challenge
- 29:23isn't it some people say you need to break a
- 29:26service to get to get more funding and then to
- 29:29you know And others say you need to sort of build
- 29:31it organically and it's never easy. What's the
- 29:36real barrier to you and your clinics providing
- 29:39better healthcare? Because it feels like there's
- 29:42a really good understanding of the biology behind
- 29:45fractures. There's technologies that are available
- 29:48that can get really good data. Then AI and computer
- 29:52and software technologies that can use that data
- 29:54to identify people who've already fractured.
- 29:57maybe even predict who's going to fracture next
- 29:59and where they're going to fracture and how they're
- 30:01going to fracture. What's stopping this taking
- 30:05off? I think, so in relevant to that, we audited
- 30:10the time taken to get just a patient from the
- 30:13general practice onto one of these therapies,
- 30:16which is supposed to be maximum of 16 weeks by
- 30:19national guidelines. And our average was 35 weeks.
- 30:24If you were unlucky enough to come into the hospital
- 30:27with an agonizing vertebral fracture, which is,
- 30:31I think there's 30 ,000 a year in England and
- 30:34Wales now, you got onto the treatments within
- 30:3720 weeks. But no, not the 16 weeks that's required.
- 30:42And the problem is, if you, and this is the problem
- 30:45across the NHS, is that specialties in the NHS
- 30:49are either silo specialties, which are... got
- 30:54a nice fence around them or they're down the
- 30:57bottom on the ground specialties where there
- 30:59are no fences and bone health and bone care osteology
- 31:05as David calls it is a down on the ground specialty
- 31:08and it can be and to get onto one of these medicines
- 31:12one of these de -risking medicines that turns
- 31:16your risk away very very fast requires a specialist
- 31:19so It has to be a specialist initiation of the
- 31:22medicine. So there's only a limited number of
- 31:24us now. But because we are not fenced, there's
- 31:29not a fence around what we do. We see everybody
- 31:32with everything. And in a hospital like mine,
- 31:34it can be everything to do with the musculoskeletal
- 31:36system. If there's a new transplant being done
- 31:39in Papworth, or there's a new leukemia induction
- 31:45that causes avascular necrosis in young people.
- 31:48then all those patients come towards, ah, there's
- 31:50something wrong with the bones, let's send them
- 31:52to the bone people. And in a system where you
- 31:56were able to expand to meet demand, you would
- 32:01increase the supply. But actually, in our specialty,
- 32:04there is no expansion to meet the demand. And
- 32:09so we are ending up, I suppose we're having the
- 32:11same conversation across the UK, and it was the
- 32:14case at the rare bone disease meeting. Emma Duncan
- 32:18was mentioning that you have to make these really
- 32:23difficult decisions. I'm going to look after
- 32:25the patients who are really sick with the rare
- 32:27bone disease and I'm going to have to look after
- 32:29the patients who are really sick with the multiple
- 32:30vertebral fractures. And some of the other things
- 32:34that are coming through, even though people are
- 32:38shouting louder and louder, particularly post
- 32:40-COVID in ways that I never would have imagined
- 32:43pre -COVID. If we're going to keep it free at
- 32:47the point of delivery, then we're going to have
- 32:48to try and put a fence around what we can do.
- 32:52Otherwise, everyone's just going to get upset
- 32:54and the times are going to get much longer before
- 32:56people are seen. When you talked, maybe to change
- 33:01the topic slightly, you talked about patient
- 33:04-centered care and what this means to the patient.
- 33:08I think the two things in terms of vertebral
- 33:10fractures that patients say to me over and over
- 33:12at the clinic. One is their loss of height and
- 33:15how that changes their body shape. But the other
- 33:17is pain they get from vertebral fractures. And
- 33:20pain stands out to me with vertebral fractures
- 33:22more than wrist, more than hip, more than anywhere
- 33:25else. Is that because we just don't do well with
- 33:29pain? Or is there something different about vertebral
- 33:33fractures and the nature of the fracture that
- 33:35is intrinsically more painful? That's a great
- 33:39question. I'm going to bring it back to my son.
- 33:44three weeks ago, four weeks ago, was pushed off
- 33:50a box in a drama class and broke his wrist. Had
- 33:55a buckle fracture of his wrist and I could watch
- 33:57just how he couldn't move it and I could see
- 34:01the image, the radiograph of the fracture. And
- 34:05what your natural thing to do there is to not
- 34:08move it at all. until it's cast or he didn't
- 34:11need an operation thank goodness but you would
- 34:14sometimes fix those bone fragments surgically
- 34:17or you'd put them in a cast and stop that moving
- 34:21until the process of healing is and i think what
- 34:24i see and you're describing with a vertebral
- 34:26fracture is that you have a an actual fracture
- 34:30in your spine and you cannot keep it still and
- 34:35the worst thing that can be done is is completely
- 34:37lying flat and not moving in this situation but
- 34:41that way it takes an enormous amount of pain
- 34:44relief and and and mental fortitude when somebody's
- 34:48vertebrae is is painful and fractured to actually
- 34:50to actually be able to keep still enough for
- 34:54it to to start healing and it will heal in the
- 34:57end but anything I mean I can never believe how
- 35:01poor the data quality is for what to do in this
- 35:04situation When you get a set of national experts
- 35:08reading out what to do, all they do is say, well,
- 35:11that doesn't work and that doesn't work and that
- 35:13one doesn't work. And we've looked really carefully
- 35:15at that one and that one doesn't work. And as
- 35:17physicians and even the surgeons who do procedures,
- 35:21they sort of say, well, we've got to do something.
- 35:23These people are in agony. So that's why I think
- 35:26you cannot stabilize these spine fractures. And
- 35:29I think those of us who've looked after patients
- 35:33with. with with vertebral fractures would love
- 35:36and welcome the um the best msk symptomatic vertebral
- 35:43fracture pathway it's one sheet or one pdf and
- 35:48it takes the person from fracture right through
- 35:52to how they're managed and um best msk sort of
- 35:55taken up by get it right first time it's an nhs
- 35:57thing today in the news is martha's rule it's
- 36:02just very personally important to me has just
- 36:05come out for for people able to get that call
- 36:09off and and and say to people my child or my
- 36:13um my relative is is much sicker than you think
- 36:16and I don't think you're taking it seriously
- 36:17and you make that call to a to Martha's line
- 36:22and that's helped people get a second opinion
- 36:24and often treatment for sepsis. But in the same
- 36:27way, if someone's out there and they're struggling
- 36:29with a vertebral fracture and they're being told,
- 36:31have some paracetamol. To me, it's a never event
- 36:35that someone should have that vertebral spine
- 36:38pain and not be able to access the things that
- 36:40are needed to try and improve it. Yeah, so the
- 36:43best MSK symptomatic spine fracture pathway takes
- 36:46every part of that care through to how it should
- 36:49be. And my managers tell me it's an aspirational
- 36:52document, but... I think aspirational documents
- 36:55are great for starting out and to improve things
- 36:59like that. Yeah, I find myself sometimes because
- 37:03people will ask, you know, will this injection
- 37:05improve my pain? And you have to be honest and
- 37:09say to them, this is not a pain killing. One
- 37:11of the bone building injections, you know, you
- 37:13say this is not a pain killing injection. And
- 37:16obviously, you have to be clear about that. And
- 37:18then sometimes, you know, patients will take
- 37:20that on board. Occasionally, their face will
- 37:22fall. And, you know, you think, I wish I could
- 37:25promise you an injection. And even though we
- 37:31talked about time pressures on clinics. Yeah.
- 37:34You know, we were focusing very much on the bone.
- 37:36But I do find myself then spending time and prescribing
- 37:39for pain as well and trying to manage the pain
- 37:42as well. at my osteoporosis clinic and at my
- 37:45flf service and i'm sure you do as well you know
- 37:48but i i feel i have less tools and less ability
- 37:53and less data behind me to do that can i can
- 37:56i bring up one of my little eccentricities here
- 37:58we'd be delighted world friends here so another
- 38:01thing that happened in lockdown was i've had
- 38:04a i the the colleagues dr adrian crisp and Juliet
- 38:09Compton and Jonathan Reeve, I was lucky to train
- 38:12with three greats here in Cambridge. And Tim
- 38:14Cox as well, the enzyme, the Gauches expert who
- 38:20works in lysosomal storage disease, they all
- 38:22use permidronate. And Adrian in particular used
- 38:26it as an analgesic in acute vertebral fracture.
- 38:30And one really good randomized controlled trial
- 38:34was done by Armingia. And it was given as a single
- 38:39dose after a vertebral fracture compared to placebo
- 38:41with the pain scales done at regular intervals
- 38:45to see. And it was quite clear from this one
- 38:47RCT that it worked. And I've always been using
- 38:50a single dose of permidronate before I start
- 38:54other things in acute fracture pain. And I also,
- 38:58I only have one RCT to go in, but it's my eccentricity
- 39:01here that I have a special patient information
- 39:03sheet written about that drug. It's 90 milligrams.
- 39:08And I was so cross with how it was treated, that
- 39:13RCT, because it was a sole piece of evidence.
- 39:17And it doesn't stand up to get through all of
- 39:20the national guidelines. And I found Dr. Armingiat.
- 39:24He was working in New Zealand during lockdown.
- 39:27And I managed to get a one -to -one with him
- 39:30on a video call. And he's great. And I just said
- 39:33to him, right, I went through the whole procedure.
- 39:36You know, what were the patients like? How did
- 39:38you do it? How did you infuse? Do you trust that
- 39:41this drug was genuinely reducing people's pain?
- 39:44And the answer was yes. So in a placebo -controlled
- 39:47trial, I do think we have something that can
- 39:49help them. And with enough time in the world,
- 39:52I would love to redo that study because I love
- 39:55single studies like that. When I was doing my
- 39:57PhD in 2000, I gave a single dose of zoledronate,
- 40:01a zometer, four milligrams to people after a
- 40:04stroke. And it was only me and Liz Warburton.
- 40:07We did the whole thing together at a trial versus
- 40:10placebo, measured the bone density at six and
- 40:1212 months. And we could show that a single dose
- 40:15of zoledronate stopped them losing their bone
- 40:17after a stroke. And 20 years later, the great
- 40:21Dr. Katya from Cornwall has put together an NIHR
- 40:26proposal to try and do the definitive study.
- 40:29It wasn't for our want of trying, by the way.
- 40:30We had five rejected grant applications to try
- 40:33and turn that into a proper study. But yeah,
- 40:35so there's my eccentricity. I like pomidronate,
- 40:38as did my illustrious and brilliant forebear,
- 40:41Dr. Adrian Crisp. And that's following on then
- 40:44with a bone building drug, presumably? Yeah,
- 40:46absolutely. In appropriate circumstances. Absolutely,
- 40:49yeah. Yeah, it is. Dr. Aminjad, if you're listening
- 40:51to the podcast, get in touch and we'd love to
- 40:54speak to you. I will have to say that the background
- 40:57of Dr. Armingiat's current GP clinic in New Zealand
- 41:02looked absolutely gorgeous. So, yeah, watch this
- 41:07space. I guess the listeners at home are going
- 41:11to be clamouring now for this research to be
- 41:14done. All right. Crowdfunding, yeah. So, yeah,
- 41:19it's... I hope that the... So what we did...
- 41:23I remember the zoledronate study so well was
- 41:27we went to Dr. Cummings, Steve Cummings, who'd
- 41:31done all of the great alendronate and raloxifene
- 41:37studies with Dennis Black in UCSF San Francisco.
- 41:40And we got together with his team and worked
- 41:44out how many people would have to give a single
- 41:45dose of zoledronate to in order to prevent fractures
- 41:50and work that out. And it wasn't. terribly expensive
- 41:53but sometimes as you both know as researchers
- 41:55sometimes it's just either not the right time
- 41:59or i didn't write it correctly or we didn't we
- 42:01just none of us could get the funding for it
- 42:03so the fact that it's phoenix is the name of
- 42:05my study because it was from the flames of not
- 42:09four rejections for the opportunistic bone density
- 42:12analysis with ct but that that title's already
- 42:15been used but we should phoenix permedronate
- 42:17and phoenix zoledronate after stroke so yes I've
- 42:23got one last question for you. I've seen you
- 42:26speak many times at conferences and I've been
- 42:29to visit you in Cambridge. A thing that really
- 42:32comes across is how much you care. You care so
- 42:36much for your patients and also for the people
- 42:39that work in your lab and also you have this
- 42:41role in the BRC developing young academics. You
- 42:44give so much of yourself to other people. while
- 42:48simultaneously managing complex research tasks
- 42:51and complex clinical tasks and making time for
- 42:55a podcast. What is your secret? Because you always
- 42:59seem so calm and practical in the way that you
- 43:02approach everything. The single secret, well...
- 43:07Easy answer. I'm a Christian, so that's the easy
- 43:10answer for that part. But if any of those people
- 43:15who work with me know anything about me, it's
- 43:17the utter chaos of all those tasks overlapping
- 43:23one another and never being able to complete
- 43:28any one of them and always being way behind on
- 43:32just about anything you can think of. Other secrets
- 43:35are... I just work with great people here, clinically
- 43:38and in research. And one little gem of being
- 43:44in Cambridge is if you end up in, there's this
- 43:50thing where we've been finding people who've
- 43:52lost their intervertebral discs due to a weird
- 43:55and new genetic condition. And then you look
- 43:58up all around the world, who's the expert on
- 44:00intervertebral discs? And this particular gene.
- 44:05And then you look it up and it's a neurosurgeon
- 44:09for dogs who works in Cambridge in the Cambridge
- 44:12University Veterinary School. And when you look
- 44:15at we did another one with rare condition hyperphosphatasia.
- 44:19And, you know, we needed to look at the mineral
- 44:21structure of the bone. You know, and we look
- 44:27around, who is the one person who can do. nuclear
- 44:29magnetic resonance imaging of bone and understands
- 44:32its complete complex molecular structure it's
- 44:34melinda doer up the road in university of chemistry
- 44:37in cambridge so one of the things you get is
- 44:40you just get great and lovely people around you
- 44:42and i think we get a real a really large amount
- 44:45of them here and and to say that my clinical
- 44:49colleagues and nurses i work with here say this
- 44:51to david a wee bit because everyone knows what
- 44:53it's like in the nhs at the moment i think you
- 44:56just couldn't come in every day if it wasn't
- 44:58for your nursing secretary or you know the the
- 45:02clinic team down there you you know you're sort
- 45:05of holding on together aren't you at this sort
- 45:07of stage absolutely yeah it's it's all about
- 45:10the team working together and working for the
- 45:12benefit of patients i know that sounds like a
- 45:14corny thing to say almost but it's true you know
- 45:17it's absolutely true It's really easy to do this
- 45:23kind of research because, you know, you just
- 45:26know how good things can be. It's like someone
- 45:31hearing that someone who could hear that music
- 45:33and know that it was I could be I could be better.
- 45:37It could be more. It could always be better.
- 45:38And that's what drives you, I think, to try and
- 45:40make the clinical services better. And they get
- 45:43a bit annoyed with my passion here in Cambridge,
- 45:45but it won't stop. yeah i think that's very important
- 45:49if people realize you're passionate about what
- 45:51you do it actually can carry a lot of things
- 45:54even with managers sometimes you see a glint
- 45:58in your eye and they know you really care about
- 46:00it and yeah it's it's i think if you lose that
- 46:04then you've really lost something so continue
- 46:06to inspire people can do my best I also know
- 46:10where you keep your secret stash of chocolate
- 46:12biscuits in your clinic as well. So that didn't
- 46:15come up, but I know that's important. Yeah, I'm
- 46:18going to, a whole separate podcast is how to
- 46:20run a clinic, where to store your coffee. flask
- 46:23where to store your snack how to go to the toilet
- 46:26without people glowering at you because you're
- 46:28taking a break you know the corrigan secret door
- 46:32many years ago in dublin who had two doors to
- 46:37the clinic so he could go out without patients
- 46:39seeing him leave As a young scientist working
- 46:45in the Faculty of Medicine, I very quickly realised
- 46:48that if you want a meeting with a clinician,
- 46:49take food and you'll get their undivided attention.
- 46:54Yeah, but dairy food with lots of calcium in
- 46:59it. Ken, it's been lovely, lovely talking to
- 47:07you today. We're going to have to get you back
- 47:09on the podcast again. I'm sure the listeners
- 47:11are really going to enjoy this episode. Patients
- 47:14and professionals alike. Thank you so much. Guys,
- 47:17pleasure. Thanks for having me on. Thanks, Ken.
- 47:19It's really good to talk to you and we really,
- 47:21really enjoyed that. Thank you. David, I really
- 47:25enjoyed the interview today. I learned a lot.
- 47:29What were your takeaways? Yeah, goodness, Kent
- 47:31covered so much. It's hard to even even begin
- 47:34to summarise the things that he said. Just now
- 47:38fresh from it, thinking about it. The history
- 47:41is always important in these things. You know,
- 47:43he mentioned the first time PTH was given to
- 47:45a patient was back in the early 70s. And yet
- 47:48it took more than 30 years before that became
- 47:50a drug which we use every day. And how important
- 47:53it is to learn. Not just, you know, in the lab
- 47:57about new drugs, but learn about the process
- 47:59of how we translate science into medicine, how
- 48:02we move drugs from the planning stage into getting
- 48:05them to the clinic. And just look back 5, 10,
- 48:0815 years, even how vertebral fractures have become
- 48:11more centre stage and see how we could do things
- 48:15better. You know, because there's no doubt if
- 48:17we look back 20 years, I'm sure we would have
- 48:20wanted to promote the use of osteoanabolic drugs
- 48:22more than we've done. And, you know, Ken a couple
- 48:26of times mentioned just, you know, just of the
- 48:28history and his training back 15, 20, 25 years
- 48:32and the people he trained with and the things
- 48:34they brought to medicine. So just how that's,
- 48:36you know, it's important to be reflective on
- 48:39where we've come from as well as where we're
- 48:41going. The other thing I suppose as a clinician
- 48:44that sort of blew my mind a little bit is that
- 48:46idea where you can sort of virtually recreate
- 48:50a patient's actual. bone structure and then virtually
- 48:55apply pressure apply load to that bone and watch
- 48:59the bone breaking or watch the bone resisting
- 49:02fracture and put different pressures at different
- 49:05angles to my mind the day that i can sit in a
- 49:10clinic and say to the patient you've just had
- 49:12a scan next door now let's look at a real model
- 49:15of your bone and let's stress it and let's see
- 49:18if it's going to break or how it's going to break
- 49:21That strikes me as amazing. And I know we're
- 49:24nowhere near that yet, but these are the first
- 49:26few beams of light coming over the horizon. And
- 49:30you know yourself how quickly things move on
- 49:32in science and medicine. And, you know, perhaps
- 49:35before I retire, there'll be something at the
- 49:38clinic that I can use for patients, maybe not
- 49:41for every patient, but certainly for some patients
- 49:44where I'll be able to virtually stress patients.
- 49:47bones or virtually stress real models of real
- 49:50patients' bones and share that with the patient
- 49:53and be able to use that to sort of to feed into
- 49:57treatment. That's real translational medicine,
- 50:00which is really, really exciting for me. And
- 50:04I suppose the other little thing Ken mentioned
- 50:06about just giving IV pomidronate to patients
- 50:09immediately after a vertebral fracture, the benefits
- 50:12you get from pain relief. and also obviously
- 50:17some anti -resorptive effect there we talked
- 50:20a little bit more research needed in that area
- 50:22but it's interesting that you know that's a throwback
- 50:25to maybe 10 15 20 30 years ago when iv bisphosphonate
- 50:29was used in that setting um and it's interesting
- 50:33not to forget about those little things that
- 50:35they may still have a place in the future so
- 50:37Yeah, lots and lots of really exciting and interesting
- 50:40things to take away and think about and just
- 50:43be inspired by Ken's enthusiasm and calmness
- 50:47for all this. What about you? What did you take
- 50:52away primarily? My big takeaway is that the field
- 50:57of osteoporosis research is very advanced, even
- 51:01at the clinical level. Here we've got Ken Poole,
- 51:04who is a clinician and an excellent researcher
- 51:06combining those jobs together, working at the
- 51:09very cutting edge to try and develop better diagnostics
- 51:12and better treatments for patients. I think maybe
- 51:15a lot of people don't appreciate how forward
- 51:18thinking and how cutting edge osteoporosis research
- 51:22is. The software programs that you use to take
- 51:26a CT scan of a bone and model it in 3D and load
- 51:30it and simulate the fractures. It's the same
- 51:33software that they used to design aeroplanes
- 51:36and racing cars. This is really advanced technology
- 51:39being applied to osteoporosis and, importantly,
- 51:44in a clinical setting. There are lots of researchers
- 51:48using these modelling tools, they're called finite
- 51:51element models, in engineering research around
- 51:54bone science and orthopaedics. But there are
- 51:57not many people actually doing it in clinical
- 52:00practice. It's like the edge of the edge, if
- 52:03you like. I always go back, Richie, and we talk
- 52:07about this a lot. The first time we met, you
- 52:09said, you know, I'm not sure if I believe in
- 52:11osteoporosis or if it exists. And, you know,
- 52:14when we do that sort of we had that sort of discussion
- 52:17today and we were talking both during the interview
- 52:19and after the interview as well. But how vertebrae
- 52:22develop differently, how they fracture differently,
- 52:25how drugs work differently in vertebrae than
- 52:28they do on hips, for example. And even though
- 52:31we like to draw a big circle around all of this
- 52:33and call it all osteoporosis, in many ways, the
- 52:37cause of vertebral fractures, the detection of
- 52:40vertebral fractures. The technology we would
- 52:43use to detect and improve and predict vertebral
- 52:46fractures, the drugs for vertebral fractures
- 52:48are actually really quite different from all
- 52:52of those variables for, let's say, hip fractures
- 52:54or for that matter, ankle fractures or shoulder
- 52:58fractures, you know, all very different. As Ken
- 53:03said today, the bone that you're treating is
- 53:05very different. When he described the vertebrae
- 53:08and basically you've got lots of trabecular bone.
- 53:11the honeycomb and a very thin shell whereas in
- 53:14the hip you've got a very thick shell as well
- 53:18as the trabecular bone and often in the people
- 53:20who fracture the trabecular bone has been lost
- 53:24or almost lost already so fundamentally it's
- 53:27different types of bone that are fracturing and
- 53:30you're going to need different types of treatments
- 53:32because the metabolism in those bone types is
- 53:35quite different Absolutely. And while it's very
- 53:37useful to have a big circle to draw around everything
- 53:40and call this osteoporosis, within that circle,
- 53:43there's lots and lots of different areas and
- 53:47different treatments. And certainly from the
- 53:49clinician's point of view, and this seems to
- 53:50come up with more and more of our interviews,
- 53:52there's more and more need for bone specialists.
- 53:56in medicine you know because a lot of osteoporosis
- 53:58is still done by people who don't really specialize
- 54:01very much in it and the more we read about this
- 54:03the more we research the more complex this becomes
- 54:05um and of course specialist bone researchers
- 54:10as well we definitely need more of those well
- 54:16listeners we hope you enjoyed this episode we
- 54:19really did see you next year bye -bye very happy
- 54:24new year to all Bye now.