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(Transcribed by Sonix.ai - Remove this message by upgrading your Sonix account)
Slide, please. Gaetano.

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All right. And now we are back to our our 
main speakers for today.

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Again, as I mentioned at the beginning, 
our incredible fellow team the all have you

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know, a number of projects ongoing and have 
been presenting all around the country and

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the world. So we get to hear some of their 
recent work that was presented at the CNS.

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And Gaetano, I think you're going to be going 
first.

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Is that correct?

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Yes, sir.

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All right.

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Let me share my screen.

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All right. Good morning everyone.

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So today I'll be presenting on our initial 
results of precision treatment of

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postoperative CSF leaks with ultrasound 
guided epidural blood patch.

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And this is a talk that I gave as an oral 
presentation at CNS in Austin,

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and really was the work of the entire spine 
team here at Mayo Clinic,

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Florida, as well as Doctor Clendenon and 
James West.

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I don't have any disclosures relevant to this 
talk.

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And as you know, incidental durotomy is a 
very well known complication of spine

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surgery. And if left untreated, 
it can lead to a persistent CSF leak or

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pseudomeningocele. The reported rate of 
incidental durotomy ranges from 4 to 16%,

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depending on the index operation.

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And if patients develops symptoms of 
persistent CSF leak.

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First line treatment is bed rest.

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Other options include oversewing the wound 
and placement of a lumbar drain,

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and there is the potential need of having to 
go back to the Or for direct repair.

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While epidural blood patches are routinely 
used to treat post anesthesia or post LP CSF

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leaks, they are not often used after spine 
surgery for durotomy repair.

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The problem is that the ultrasound is a great 
technique that allows radiation free and

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direct real time visualization of the 
pseudomeningocele,

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the dura, and the Tuohy needle.

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But its application in the spine is often 
very limited.

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That's magnified in the post-operative spine,

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thanks to the bone work that has been done by 
removing the bony anatomy and the ligaments

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there, which allows a window for the 
ultrasound and for the needle to be

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visualized properly. So in our study, 
we did a retrospective analysis of patients

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that underwent the US, 
CBP at Mayo Clinic, Florida from 2009 to 2020

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for symptomatic pseudomeningocele secondary 
to spine surgery.

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We collected demographic, 
procedural and outcome characteristics.

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The primary outcome of our study was 
ultrasound success,

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defined as a resolution of the initial 
symptom that brought the pseudomeningocele to

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clinical attention, such as postural 
headaches,

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incisional leak. So for our technique, 
patients are positioned prone.

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The ultrasound is used to localize the 
pseudomeningocele,

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and the color. Doppler can also be adopted to 
determine if there are any active sites of

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CSF. Leak of aggression under ultrasound 
guidance.

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A 18 gauge Tuohy needle is advanced into the 
Pseudomeningocele and the content is

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aspirated. The needle is then advanced into 
the epidural space,

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and about 30 ML of autologous blood is 
injected epidurally in 5 to 10 ML aliquots

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under continuous ultrasound guidance.

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Then, after waiting for 5 to 10 minutes to 
allow the blood patch to sit,

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the ultrasound is then used again to confirm 
the placement of the patch and the color.

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Doppler can also be used to confirm an 
absence of CSF egress if there was previously

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identified. So overall, 
we had 48 patients who Wonder when the total

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of 61 US IPS. And you can see that the most 
frequent index operation was a Laminectomy

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24.5%, and about 36.7% of these cases were 
revision surgeries,

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and also that the incidental durotomy was 
unrecognized during the surgery in about 22%

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of cases. You can see here that the median 
time from surgery to symptom development was

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seven days, and the most frequent 
presentation symptoms at presentation were

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postural headaches in 64% of cases and 
incisional leak in 26.5% of cases.

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Here, looking at the results of the EBP under 
ultrasound guidance,

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you can see the 51% of patients experience 
resolution of their symptom after their first

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blood patch, and you can see that the median 
volume aspirated from the Pseudomeningocele

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was 34ml, and also that another 20% of 
patients experience resolution of their

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symptoms after subsequent attempts of blood 
patches.

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We're talking about complications. We had 
about 14% complication in our series,

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and the most frequent one was wound infection 
in two patients,

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followed by meningitis also in two patients.

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Here is a couple of illustrative cases you 
can see here.

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Patient presented with a dural AV fistula.

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And here on the T2 sagittal MRI you can see a 
fairly large pseudomeningocele.

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After the patient had undergone the 
laminectomy and obliteration of the AV

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fistula, and then the patient underwent an 
ultrasound epidural blood patch.

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The contents of the pseudomeningocele was 
aspirated and a blood patch placed.

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And then you can see on the postoperative 
MRI,

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sagittal and axial cut that was done one 
month after the procedure.

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Complete resolution of the Pseudomeningocele.

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This is another case of a patient that 
Laminectomy.

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As you can see here on the CT scan on the 
level above a previous fusion construct,

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and there is an hyperdensity there, 
a collection fluid collection.

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There was also again identified under the 
ultrasound where you can see the star there,

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and then the color Doppler was used to 
identify the active CSF regression there.

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The Tuohy needle you can see here in white 
where this arrow is,

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is inserted. The content of the 
Pseudomeningocele is aspirated,

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as you can see in figure E, 
and then the blood patch is placed.

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And this is a postoperative scan that 
documents resolution of the

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Pseudomeningocele. So our study carries all 
the limitation of all single institution

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retrospective studies.

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Therefore, further prospective multicenter 
studies are needed to confirm the

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generalizability of our data.

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But our study is the first and the largest 
series describing the adoption of US EBP in

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patients presenting with persistent 
pseudomeningocele and CSF leak.

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Following spine surgery, 
we found an overall success rate of over 70%

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with a first attempt success rate of 50%.

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So this suggests that the utilization of US 
guided epi in expert hands may allow for

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targeted treatment of a large portion of 
symptomatic post-operative

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pseudomeningoceles. Thank you.

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That's excellent work.

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Congratulations. It's a novel treatment for 
these not uncommon problems.

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One thing that, you know, 
I realized I never asked Doctor Miller or

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Doctor Clendenin. What's the consistency of 
the blood that you're using as the patch,

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and how long is it in between obtaining the 
autologous blood and actually injecting it?

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I don't know about the time between the when 
the blood is drawn and injected,

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but most of them, I believe it may have been 
done in this at the same time of the

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procedure. Sir.

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Yeah. But I mean, they they aspirate it and 
then immediately give it.

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Do you know, I was just curious about how 
thick the blood is. Maybe a.

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Iliad. I see. Doctor Who?

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Yeah, I do some of these as well.

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Okay. Yeah, we go right away for the blood, 
you know.

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So it's right from an IV catheter into the 
epidural space.

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But, you know, the what's really helpful is 
the tisseel fibrin glue.

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So it's like an, you know, 
human fibrin blood components that we inject

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in that solidifies much, 
much quicker and is much more firm.

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So, you know, with the blood, 
it's thinner and can get into different

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crevices, while the fibrin glue is a bit more 
firm.

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So you try to get both properties in there 
right at the leak. So.

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Excellent. Yeah. Thanks.

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Thanks, I appreciate that.

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Did you want to give I see your hand up 
there.

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Do you want to make a comment?

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Yeah. Yeah. Sorry, I can't join on camera 
because I'm.

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I'm tied up in the hospital.

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But I would like to second those comments.

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I've done this a couple of cases. Doctor. 
Clendennen a lot of times what we do is we

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place an arterial line.

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So that way we can reliably draw blood right 
away as soon as access is identified with the

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ultrasound machine. And yeah, 
fibrin glue has also been something new.

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That's been very helpful for these cases.

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One question that I had and it's something 
that we always worry about is the risk of

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infection and meningitis.

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And it's interesting from the data presented,

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that was about two, I believe.

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Any thoughts on you know, 
looking at the data and anything that we can

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do to make things better or reduce that risk?

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Or is this contributed directly to the to the 
block itself?

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Or was there other circumstances on those two 
patients that got infections?

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Thank you.

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Yes, sir. Excellent question. As you said, 
yeah. We had about two patients, about 4% for

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our series. It's a small series, 
so it's difficult to generalize if that's

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really a 4% for the procedure itself.

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But that was assumed to be related with 
meningitis.

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That seemed to be related to the procedure, 
not like a UTI or any other infections.

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Let's see. We have a a question from Doctor 
Vargas about what,

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what about the presence of fibrous tissue 
after the procedure?

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I think.

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Yeah. So these are usually done.

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Like, you know, scar, 
that sort of thing.

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Yeah. So these are usually done right after 
the procedure is not too long.

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And that's why it's very difficult to do them 
anatomically guided.

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That's why the ultrasound. Ultrasound really 
helps to visualize the anatomy.

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And that's why we didn't have any issues as 
far as fiber going through fibrous tissue or

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the patches.

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Great. Well, thank you so much.

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Gaetano? Yep. One a couple more points here.

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Doctor Dean mentioned would emphasize the 
need to make sure patient is afebrile and has

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normal white blood cell count prior to the 
blood patch.

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And I know that's that's part of the protocol 
And a good point.

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Some of these patients are, 
you know, immediate post operative.

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They have an immediate post operative status. 
So they might have an elevated white blood

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cell count just from surgery.

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But yeah, very, very good point.

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So. All right. So excellent work Gaetano.

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And we will go on to the next presentation.

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We have Doctor Garcia who is going to be 
presenting next.

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Can you see this Doctor Fox.

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Yes.

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Oh it's advancing by itself.

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All right. So good morning everyone.

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Today I'm going to be presenting on Spect CT 
as a predictor of pain generators in patients

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undergoing intra-articular injections for 
neck and back pain.

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I think most of you already know of this 
project.

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It's a project that we did with the spine 
Group under particular mentorship,

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Doctor Abbott, and we presented it at Austin 
at the Congress of Neurological Surgeons.

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So as you know, low back pain and also neck 
pain,

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but there's a lot more literature on low back 
pain is one of the main leading causes of

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disability in general, 
and yet the identification of painful

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generators is still difficult.

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Despite of use of multiple morphological 
based studies,

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including X-ray, CT, MRI and also compounded 
by the fact that sometimes structural

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abnormalities are found on scans, 
have no direct correlation with the actual

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pain of the patient, which makes the correct 
identification of the painful generator

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difficult and therefore the targeted 
treatment for that painful generator also

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difficult and limited.

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With this in mind, there have been some 
interest in functional based tests like Spect

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to accurately identify those painful 
generators,

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and more recently, a scan has been developed 
which is called the hybrid Spect CT,

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which. At Mayo we have been fortunate to have 
available for a number of years and with good

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quality, as I'm going to show one of the 
examples scans.

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So the idea here was to look at facet joint 
injections,

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target injections and see whether or not the 
hypothesis that injections targeted at

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positive sites of uptake would do better than 
injections targeted at foci without uptake.

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So to accomplish this, 
we designed a study with a single institution

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retrospective in which you compared both 
short and long term outcomes for patients

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undergoing facet joint injections for neck 
and back pain.

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Given the large sample size, 
I was able to do a propensity score matching

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to adjust for age, gender, 
BMI, hypertension,

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and multiple target injections and injection 
location.

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We did exclude sacroiliac joint injections, 
given that they are a bit different and they

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should not be grouped all the same with 
cervical thoracic and lumbar injections.

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So these were our main outcomes.

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We looked at immediate positive response 
change in Vas two weeks after injection,

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improvement in Vas above 50 and 70% after 
injection and need for additional treatment.

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Both injection and surgery.

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Importantly, at Mayo, 
we have people who do call these patients two

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weeks after the procedure who are not 
implicated in the research.

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So they're able to give us an unbiased 
feedback from the patient regarding patient

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reported outcomes, which allowed us to really 
objectify these outcomes.

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So as you can see, we have a large number of 
patients,

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2849 patients that were evaluated with Spect 
CT within five years.

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Out of this one, we had 3340 with facet 
injections within 150 days after Spect CT.

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Why 150 days? We had to choose a threshold.

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There is no a specific literature on the 
threshold.

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We just had to come up with a threshold that 
would allow us to look at outcomes that were

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associated with injection, 
not associated with something else that could

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have happened in the interlude.

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So we had a total of 140 surgical injections,

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21 thoracic injections, 
and 207 lumbar injections.

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Importantly, 265 were uptake targeted 
injections.

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By this we mean that all the injections were 
targeted at foci of uptake,

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all of them. That was our definition of 
uptake.

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Targeted injections and 75 were non uptake 
targeted injections.

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So as you can see here just an example of a 
spect CT at Mayo.

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With in this particular patient the right 
l4-l5 facet joint having uptake that was

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targeted by injection. This is actually one 
of the cases that was included in this study.

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So here just some demographics and 
characteristics of the location and

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characteristics of the injection.

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As you can see, even though there's nothing 
that is statistically significant,

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it can always compound and have an effect, 
a confounding effect on the variables.

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Hence why we did the propensity score 
matching to adjust for all these variables.

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And what you can see here is that both on a 
univariable analysis and a multivariable

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analysis, we did not find statistically 
significant differences between non non

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uptake and uptake targeted injections.

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But when we did look at patients who already 
had a failed injection before the Spect CT

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and in which the the surgeon or procedures 
was able to change the target page based on

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the information of the spect CT.

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Here below what you can see is that in those 
patients we do have a benefit.

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And the benefit was particularly greater if 
there was any change made on the target.

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00:16:14,780 --> 00:16:19,860
So that is very suggestive that for a 
particular set of patients with adequate

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00:16:19,860 --> 00:16:25,620
patient selection, you do see a benefit with 
Spect CT to guide a facet joint injections.

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00:16:25,900 --> 00:16:32,780
So basically our conclusions seem to support 
that a pending adequate patient selection

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00:16:32,860 --> 00:16:37,540
spect CT has a benefit in guiding a facet 
injections.

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00:16:37,660 --> 00:16:40,020
There are limitations, 
of course, with our retrospective single

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00:16:40,020 --> 00:16:43,620
institution study, but we did use a 
propensity score to match for confounding

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00:16:43,620 --> 00:16:48,100
variables. We have a large sample size, 
but of course future directions would have to

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00:16:48,100 --> 00:16:54,260
be prospective, multi-site, 
hopefully double blind clinical trial to

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00:16:54,300 --> 00:17:00,560
accurately discern the impact of Spect CT in 
routine clinical practice and I'll take any

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questions.

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00:17:08,360 --> 00:17:11,800
Excellent, Diogo. Really fabulous work.

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00:17:11,800 --> 00:17:19,040
And I think this is you know there's so much 
potential applicability to using imaging

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00:17:19,040 --> 00:17:22,600
biomarkers for better delineating patients 
pain.

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00:17:23,680 --> 00:17:29,000
You know, and this you know, 
even with the precision of these Spect

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00:17:29,000 --> 00:17:34,680
studies, it shows how challenging it can be 
to figure out pain generators in the spine.

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00:17:34,680 --> 00:17:40,440
And I think this is incredible work with a 
lot of promise based on what you've seen so

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00:17:40,440 --> 00:17:42,360
far, who do you think?

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00:17:42,400 --> 00:17:45,440
I mean, do you think this should we should be 
doing this more or less,

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00:17:45,440 --> 00:17:47,960
or do you think people should have have this 
upfront?

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00:17:48,000 --> 00:17:52,400
I mean, how do you recommend we use this 
based on your knowledge of the technique in

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our everyday practice?

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00:17:54,480 --> 00:17:58,900
So the patients that I did see have a benefit 
where patients in which there had already

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been an attempt at an injection.

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00:18:01,060 --> 00:18:06,380
So because my understanding is that Spect CT 
is sensitive but not necessarily specific.

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00:18:06,380 --> 00:18:10,740
So it's difficult to figure out which of 
those facets are lighting up are the ones

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00:18:10,740 --> 00:18:12,580
that are actually causing pain.

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00:18:12,580 --> 00:18:15,940
So when we have the benefit of having a 
patient that already had a procedure that

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failed, we do know which of those joints did 
light it up,

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00:18:19,460 --> 00:18:21,740
but they're not the actual painful generator.

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So we can take those out and pursue the next 
ones.

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00:18:24,540 --> 00:18:29,460
So I do see spect CT not as a necessary first 
line for any patient that has a first

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procedure, but for a recurrent facet 
injection.

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For a patient who has not benefited from a 
facet injection,

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I would definitely see benefit there. But of 
course,

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I think to actually make a recommendation 
would have to have a double blind clinical

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trial so we can make a recommendation 
hopefully coming.

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00:18:47,220 --> 00:18:47,740
Hopefully.

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00:18:47,740 --> 00:18:51,740
So yeah, and we'll continue to learn more 
about these imaging biomarkers,

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which I think will be very helpful.

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00:18:53,380 --> 00:18:57,290
Doctor Dean makes a great point in the 
comments as well that we have extremely high

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00:18:57,290 --> 00:19:00,050
quality spec studies at Mayo, 
which, you know,

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00:19:00,090 --> 00:19:03,170
I completely agree. At UF, 
we didn't do this at all.

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So this was this was something novel to me.

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00:19:05,730 --> 00:19:09,290
Seeing here and very impressed with the 
quality of these studies.

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So excellent work. All right.

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00:19:12,530 --> 00:19:17,250
I think we can move on now to our next 
presentation.

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00:19:18,490 --> 00:19:23,050
Doctor Vivas Buitrago, 
who is going to be speaking about super

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00:19:23,050 --> 00:19:28,130
marginal resection impact on overall survival 
for ID h wild type glioblastoma.

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00:19:29,610 --> 00:19:31,130
Perfect, sir. Can you hear me now?

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00:19:31,650 --> 00:19:33,130
Yes. Yes. Thank you.

288
00:19:34,170 --> 00:19:36,730
Let me share the screen here.

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00:19:38,490 --> 00:19:40,010
All right. Are you seeing my slide?

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00:19:40,770 --> 00:19:41,330
Yes.

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00:19:42,210 --> 00:19:48,530
Perfect. Good morning everyone.

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00:19:48,530 --> 00:19:50,850
Thank you for attending this lecture today.

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So I'm going to present our study that we 
presented in October this year in CNS.

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The title of this study is Supramarginal 
Resection Impact on Overall Survival for ID

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00:20:03,310 --> 00:20:06,870
blastoma according to their Cell density 
distribution infiltration profile.

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00:20:07,310 --> 00:20:08,750
This is a mathematical model.

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00:20:11,710 --> 00:20:14,310
So we have no disclosures for this lecture.

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00:20:14,510 --> 00:20:17,990
So a bit of background regarding the extent 
of resection of glioblastoma.

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00:20:19,390 --> 00:20:25,550
We know that not long ago the most common 
surgical recommendation for glioblastoma was

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to perform only a biopsy.

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00:20:26,950 --> 00:20:30,150
And this was not only in the United States 
but worldwide.

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00:20:30,190 --> 00:20:37,230
But since the 2000, we started seeing very 
important studies from Doctor La Cruz,

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00:20:38,790 --> 00:20:43,910
from doctor McGurk, from Doctor Sanai, 
from UCSF,

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00:20:43,950 --> 00:20:48,950
with Doctor Burger, and from Doctor and 
Doctor Quinonez.

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00:20:48,990 --> 00:20:55,590
With this data from Hopkins that all of these 
studies were in favor of a performing more

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00:20:55,690 --> 00:20:59,370
Extensive surgical resection on patients with 
glioblastoma,

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00:20:59,890 --> 00:21:03,450
and the results were pretty much homogeneous,

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00:21:03,450 --> 00:21:12,610
identifying that resections above 78% of the 
contrast enhancement in T1 were really were

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00:21:12,610 --> 00:21:18,610
associated with a significant improvement in 
overall survival in patients with GBM.

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00:21:20,530 --> 00:21:27,770
But furthermore, we see that the gross total 
resection is the is a,

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00:21:27,810 --> 00:21:33,890
is, is this complete surgical resection of 
the contrast enhancement component of the

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00:21:33,890 --> 00:21:35,530
tumor that you can see up here.

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00:21:36,010 --> 00:21:42,370
But what about the flair component, 
the T2 sequence that we have now and for,

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00:21:42,410 --> 00:21:47,770
for a while already that there are 
infiltrated GBM cells within the brain tissue

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00:21:48,290 --> 00:21:53,530
that most of the time is not being taken care 
of,

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00:21:53,570 --> 00:22:01,430
of, or resected because of The infiltrated 
behavior of these,

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00:22:01,470 --> 00:22:05,470
of these cells within functional brain tissue 
that if you resected it,

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00:22:05,470 --> 00:22:09,510
you can cause a deficit in the functionality 
of the patient.

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00:22:09,910 --> 00:22:16,030
So we aim with our group and Mayo Clinic to 
start looking at the extent of the

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00:22:16,070 --> 00:22:21,310
supramarginal resection beyond the margins of 
the contrast enhancement tumor.

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00:22:21,510 --> 00:22:27,670
And we have seen that regarding this topic, 
that is that it has been influenced by the

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00:22:27,670 --> 00:22:34,070
results from the, from, 
from their good results from extend beyond

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00:22:34,070 --> 00:22:37,310
the margins in low grade gliomas.

324
00:22:37,310 --> 00:22:40,950
We see here the very important papers from 
the MD Anderson,

325
00:22:40,950 --> 00:22:45,990
from Hopkins, from Cleveland Clinic and from 
UCSF.

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00:22:46,590 --> 00:22:50,870
And not all of them have homogeneous results,

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00:22:51,070 --> 00:22:59,210
as we found before in the, 
in the gross resection for the T1 contrast.

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00:22:59,530 --> 00:23:00,970
So we wanted to give it a shot.

329
00:23:01,210 --> 00:23:07,370
And thanks to all the all the data that we 
have at Mayo Clinic with all the with the

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00:23:07,370 --> 00:23:09,650
high flow of patients, 
we were.

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00:23:09,690 --> 00:23:16,770
We were able to do this study in which we 
identified more than 800 patients.

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00:23:16,770 --> 00:23:20,890
And we selected only those patients that were 
ID H mutants,

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00:23:20,890 --> 00:23:28,090
which is the most aggressive type of GBM that 
has a a less overall survival in total.

334
00:23:28,170 --> 00:23:35,850
So we only selected those patients with that 
had a gross total resection of the contrast

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00:23:35,850 --> 00:23:43,410
enhancement and that they did present before 
the surgery with some degree of preoperative

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00:23:43,970 --> 00:23:48,010
flair. So in total, we included 101 patients.

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00:23:48,250 --> 00:23:54,170
We we perform all volumetric analysis on all 
the sequences in the,

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00:23:54,210 --> 00:23:59,550
in the contrast enhancement in the necrosis 
part and in the flare for all the patients.

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00:24:01,270 --> 00:24:07,350
And we did find the univariate and 
multivariate analysis that increasing SMR as

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00:24:07,350 --> 00:24:12,070
a continuous variable for the first time we 
can show that is that is statistically

341
00:24:12,070 --> 00:24:18,150
significant for an increase and improved 
overall survival in our patient population.

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00:24:18,430 --> 00:24:21,510
And furthermore, when we perform a threshold 
analysis,

343
00:24:21,550 --> 00:24:28,990
we found that those resections above 20% and 
less than 60% were the ones that were related

344
00:24:28,990 --> 00:24:32,470
with a significant increase in overall 
survival.

345
00:24:33,670 --> 00:24:38,870
So to summarize our findings, 
we did this illustration that just shows

346
00:24:38,870 --> 00:24:42,870
that, you know, in the green part, 
in the green portion are the are the

347
00:24:42,870 --> 00:24:47,990
percentages from above 20 and less than 60% 
that were related with an improved overall

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00:24:47,990 --> 00:24:53,910
survival. And we didn't find a significant 
benefit in those resections above 60%.

349
00:24:53,950 --> 00:24:56,530
That is the red portion of the figure here.

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00:24:58,130 --> 00:25:04,370
So now we know that increasing smear is 
beneficial for the for for for the for an

351
00:25:04,370 --> 00:25:09,330
improved overall survival in our patients 
with ID h type wild type GBM.

352
00:25:09,650 --> 00:25:15,730
But we know that there is also a high 
variability in the radiological presentation

353
00:25:15,770 --> 00:25:20,250
of our group in general in GBM, 
but also in ID as well.

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00:25:20,690 --> 00:25:24,410
So we partnered with the mathematical 
Neuro-oncology Laboratory at Mayo Clinic,

355
00:25:24,410 --> 00:25:33,130
Arizona, with Doctor Christine Swanson to try 
to further personalize the,

356
00:25:33,170 --> 00:25:41,930
the, the, to try to be more specific and with 
using a specific patient characteristics from

357
00:25:41,930 --> 00:25:43,370
the radiological data.

358
00:25:43,370 --> 00:25:48,210
And we can see that following our hypothesis 
at the center of the,

359
00:25:48,250 --> 00:25:54,410
of the, of the, of the lesion, 
the, the one that is in close proximity with

360
00:25:54,410 --> 00:26:00,950
the contrast enhancement part has a greater 
tumor burden cell concentration over there.

361
00:26:00,950 --> 00:26:05,390
And once you are going to the periphery, 
you see that the low density that the density

362
00:26:05,390 --> 00:26:08,630
of these tumor cells is, 
is, is lower.

363
00:26:09,790 --> 00:26:13,870
So this is the the formula that was used in 
our patient population.

364
00:26:14,510 --> 00:26:19,310
In summary, for the interest of time, 
you can see that in the T1 with contrast the

365
00:26:19,310 --> 00:26:22,310
volume was approximated to a to a spherical 
shape.

366
00:26:22,670 --> 00:26:30,510
And we saw that the. This part this portion 
has a greater cell density compared to the

367
00:26:30,550 --> 00:26:33,430
cell density in the T2 flair.

368
00:26:33,910 --> 00:26:39,070
So with these results, 
we classified our patient population in three

369
00:26:39,070 --> 00:26:41,830
groups that were nodular, 
moderately diffuse,

370
00:26:41,830 --> 00:26:46,110
and highly diffuse according to their to the,

371
00:26:46,150 --> 00:26:49,390
to their, to their tumor cell density and 
distribution profile.

372
00:26:51,950 --> 00:26:57,140
So this is a representation from some of the 
patients that were selected and classified

373
00:26:57,140 --> 00:26:58,900
and included in these three groups.

374
00:26:58,940 --> 00:27:04,820
You can see here in the note where they have 
more contrast enhancement than flair.

375
00:27:04,820 --> 00:27:09,060
And see in the model diffuse, 
you see that there is a some more flair in

376
00:27:09,100 --> 00:27:16,020
the patients surrounding the the 
post-gadolinium T1 and in the highly diffuse

377
00:27:16,020 --> 00:27:19,700
you see that the flair is, 
is is greater than in the other groups.

378
00:27:21,860 --> 00:27:26,340
So for this in the univariate analysis, 
we saw that this was significant,

379
00:27:26,340 --> 00:27:32,180
statistically significant only for moderate 
and diffuse and highly diffuse.

380
00:27:32,220 --> 00:27:34,980
Okay. But it was non-significant for nodular.

381
00:27:35,060 --> 00:27:40,220
This is a univariate. And the same results 
were obtained for the multivariate analysis.

382
00:27:40,500 --> 00:27:44,580
It was statistically significant for 
moderately and highly diffuse nodular.

383
00:27:44,580 --> 00:27:52,980
But when we perform a threshold analysis we 
saw that for nodular there is actually a

384
00:27:53,020 --> 00:27:57,720
benefit only in sections from 10% to 10%.

385
00:27:58,240 --> 00:28:01,000
And this is kind of logical because, 
you know,

386
00:28:01,040 --> 00:28:04,360
in the nodular, there is not much flair, 
as we showed you in the,

387
00:28:04,400 --> 00:28:13,200
in in the MRI before. So there is not much 
benefit in extending section beyond the 20%

388
00:28:13,200 --> 00:28:16,640
of, of the contrast enhancement in the 
nodular group,

389
00:28:17,120 --> 00:28:22,840
in the moderately diffuse, 
we found benefits from all the way up to 50%.

390
00:28:22,880 --> 00:28:25,440
As you can see here. And in the highly 
diffuse.

391
00:28:25,440 --> 00:28:32,040
We only saw benefits beyond 30% all the way 
up to 90 and 90 plus percent.

392
00:28:33,600 --> 00:28:36,880
So this is very important because now we can,

393
00:28:37,400 --> 00:28:40,120
based on this study, at least in these 
results,

394
00:28:40,280 --> 00:28:44,600
we we see that there is a very important 
benefit in the,

395
00:28:44,640 --> 00:28:47,040
in the super marginal resection of, 
of these patients.

396
00:28:47,040 --> 00:28:54,280
And of course based on their radiological 
characteristics before the surgery,

397
00:28:54,660 --> 00:28:59,580
the surgeons can decide how much the patients 
can need a need,

398
00:28:59,580 --> 00:29:02,820
a resection, an extent of resection based on 
this.

399
00:29:02,820 --> 00:29:05,620
And for example, in these highly diffuse 
tumors,

400
00:29:05,620 --> 00:29:12,260
we found that this is the maximum SMR 
correlated with a beneficial overall

401
00:29:12,260 --> 00:29:19,500
survival. You can see that the patients that 
had a resection above 90% with the ones had a

402
00:29:19,500 --> 00:29:22,820
better overall survival than the ones that 
had less than 90%.

403
00:29:23,140 --> 00:29:27,220
And this patient population had a greater 
survival of,

404
00:29:27,940 --> 00:29:33,780
let's say, if I remember correctly, 
almost nine months greater than the patients

405
00:29:33,780 --> 00:29:39,500
that had a resection with less than 90% for 
the moderately diffuse,

406
00:29:39,540 --> 00:29:42,780
the highest SMR percentage was 50.

407
00:29:43,100 --> 00:29:48,060
And this patient presented with a benefit of 
of,

408
00:29:48,300 --> 00:29:49,980
of an additional seven months.

409
00:29:51,420 --> 00:29:55,100
(Transcribed by Sonix.ai - Remove this message by upgrading your Sonix account)
And in the nodular patients, 
the highest maximum significant.