Episode Transcript
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SPEAKER_01 (00:00):
Usually um when you
think about a medical diagnosis,
there's this expectation of youknow mechanical precision.
SPEAKER_00 (00:05):
Aaron Powell Right,
like a clear-cut answer.
SPEAKER_01 (00:07):
Exactly.
You break your arm, the x-rayshows that jagged white line,
and the doctor just points toit.
It's either broken or notbroken.
You put a caft on it, and you gohome.
SPEAKER_00 (00:15):
Yeah, it's a
wonderfully binary system.
The biology in that case isincredibly straightforward.
SPEAKER_01 (00:20):
Aaron Powell But if
we venture into the world of
neurodegeneration, sospecifically cognitive decline
and Alzheimer's disease, thatx-ray machine is well, it's
utterly useless.
SPEAKER_00 (00:32):
Right.
SPEAKER_01 (00:32):
We are looking at a
diagnostic landscape that is
astonishingly murky.
SPEAKER_00 (00:36):
Aaron Powell It
really is.
And things are getting even morecomplicated because of a massive
shift happening in medicineright now.
SPEAKER_01 (00:42):
Aaron Ross Powell
Right, the new treatments.
SPEAKER_00 (00:43):
Exactly.
We are seeing a wave of newdisease-modifying therapies.
So drugs like Lacanimab andDoninamab, they're making their
way out of clinical trials andinto everyday medical practice.
And I mean, the transition froma highly controlled trial to a
real-world clinic is a profoundshock to the system.
SPEAKER_01 (01:00):
Aaron Powell, which
is exactly what we're exploring
for you today on this deep dive.
We're looking at a pivotaleditorial from the Journal of
Prevention of Alzheimer'sdisease.
This was published in May 2026by Dr.
Michael S.
Rafi.
SPEAKER_00 (01:13):
Yeah, it's a
fantastic piece of writing.
SPEAKER_01 (01:15):
It really is.
He details how these new drugsare basically colliding with the
messy, complicated reality ofhuman biology.
SPEAKER_00 (01:23):
Because in a
clinical trial, you select
pristine patients who fit verynarrow specific criteria.
SPEAKER_01 (01:29):
Right.
They have to check all theboxes.
SPEAKER_00 (01:30):
Exactly.
But in the real world, patientsdo not fit into neat little
boxes.
The editorial argues that thetraditional black and white way
we diagnose Alzheimer's iscompletely obsolete.
SPEAKER_01 (01:40):
So we're moving past
it.
SPEAKER_00 (01:42):
We have to.
We are moving toward a frameworkcalled ATNIVS, which looks at a
patient's complete biologicalfingerprint.
SPEAKER_01 (01:48):
Okay, let's unpack
this because to appreciate this
new framework, we really need tounderstand the old rules.
SPEAKER_00 (01:54):
The binary rule.
SPEAKER_01 (01:55):
Right.
During the clinical trials forthose new anti-amyloid drugs,
eligibility was strictly binary.
You either had amyloid plaquesin your brain, meaning you were
amyloid positive, or you didn't.
SPEAKER_00 (02:06):
Just a simple yes or
no.
SPEAKER_01 (02:07):
Yeah, I like to
think of it like a strict
bouncer at a VIP club.
You walk up, the bouncer checksyour brain for amyloid, and you
either have the risk can and getthe treatment, or you're turned
away.
SPEAKER_00 (02:18):
And you know,
regulatory agencies and
insurance pairs strongly preferthat binary system because it is
easy to manage.
SPEAKER_01 (02:24):
It makes the
paperwork simple.
SPEAKER_00 (02:25):
Right.
But the editorial highlights afascinating real-world study by
Kurihara and colleagues thatdismantles that bouncer analogy
completely.
SPEAKER_01 (02:34):
Oh, really?
SPEAKER_00 (02:35):
Yeah.
They found that among patientstreated in everyday practice,
getting that amyloid wristbanddoes not mean you have the same
disease as everyone else in theclub.
SPEAKER_01 (02:45):
Wait, if they all
have amyloid plaques, how are
their diseases different?
SPEAKER_00 (02:48):
Well, the study
revealed massive biological
variation.
To start, 21% of the treatedindividuals only had regional
amyloid positivity.
SPEAKER_01 (02:57):
Regional.
You mean like it's only isolatedto certain neighborhoods of the
brain rather than spreadeverywhere?
SPEAKER_00 (03:03):
Exactly.
In classic symptomaticAlzheimer's disease, the amyloid
plaques typically form a diffuseblanket over the entire outer
layer of the brain, the cortex.
SPEAKER_01 (03:13):
Right.
It's everywhere.
SPEAKER_00 (03:14):
But in this 21%
subgroup, the amyloid was patchy
and localized.
The researchers measured thisusing something called centeloid
burden, which uh calculates thesheer density or weight of the
plaques.
SPEAKER_01 (03:26):
Okay.
SPEAKER_00 (03:26):
And this group had a
remarkably low centeloid score.
SPEAKER_01 (03:29):
Aaron Powell So
instead of a massive blizzard
covering the whole landscape,they just have like a light
dusting of snow and a fewscattered areas.
SPEAKER_00 (03:37):
That is a perfect
visual.
And clinically, this subgrouplooked different too.
They tended to be older and theywere in much milder stages of
cognitive decline.
SPEAKER_01 (03:44):
Wait, hold on.
If they only have a lightdusting of localized amyloid,
why are they in a clinic gettinga heavy-duty drug like
Lacanimab?
I mean, why are they showingcognitive impairment at all?
SPEAKER_00 (03:55):
Aaron Powell That
puzzle goes to the heart of the
editorial.
It proves that while amyloid isa driver of the disease, it is
not the sole cause of thepatient's symptoms.
Okay.
If someone has a failing memorybut only a tiny bit of amyloid,
a copilot must be driving thedamage.
In this subgroup, theresearchers found that copilot,
it's cerebrovascular disease.
SPEAKER_01 (04:15):
Aaron Powell
Cerebrovascular disease.
So um issues with the bloodvessels inside the brain.
SPEAKER_00 (04:21):
Aaron Powell Yes.
They quantified this usingphysicus scores, which is a
visual scale applied to MRIscans.
It measures white matterlesions.
SPEAKER_01 (04:29):
Aaron Ross Powell
Which are what exactly?
SPEAKER_00 (04:31):
Essentially, it
shows areas where the
microscopic blood vessels in thebrain have thickened or become
blocked over time.
It is essentially the visibleaftermath of thousands of
microscopic mini strokes.
SPEAKER_01 (04:43):
Oh wow.
Thousands of them.
SPEAKER_00 (04:44):
Yeah.
The blood flow is restricted, sothe brain tissue in those areas
is slowly starved of oxygen.
SPEAKER_01 (04:49):
Aaron Powell Oh,
wow.
So you have this one-two punch.
The amyloid isn't enough tocause the symptoms on its own,
but when you combine it with thepoor blood flow and vascular
damage, the brain's networkstarts to collapse.
SPEAKER_00 (05:02):
Aaron Powell It's
like a bridge.
SPEAKER_01 (05:04):
If the bridge has a
little bit of rust, the amyloid,
it can still hold traffic.
Yeah.
But if it has rust and it getshit by an earthquake, the
vascular disease, the wholething comes down.
SPEAKER_00 (05:12):
Aaron Powell That
analogy perfectly captures the
mechanical synergy happening inthe brain.
The rust weakens the structureand the earthquake breaks it.
And this highlights the dangerof treating amyloid as a binary
yes or no.
If you give a patient a powerfuldrug to remove a tiny bit of
rust, but the primary cause oftheir cognitive decline is
(05:32):
ongoing earthquake damage,you're not actually altering the
course of their disease.
SPEAKER_01 (05:36):
Aaron Powell So if a
light dusting is enough to cause
symptoms when there's vasculardamage, uh, what happens when
someone barely has any amyloidat all?
How are we even drawing the linebetween amyloid positive and
amyloid negative?
SPEAKER_00 (05:49):
Aaron Powell Right,
that's where it gets tricky.
The researchers draw that lineby analyzing the cerebrospinal
fluid, or CSF, that's the liquidthat bathes the brain and spinal
cord.
Specifically, they look at theratio of two proteins, a beta 42
to a beta 40.
SPEAKER_01 (06:03):
Why compare those
two specific proteins?
And what does a ratio actuallytell us about the brain?
SPEAKER_00 (06:07):
Aaron Powell Well,
what's fascinating here is that
it's an incredibly cleverdiagnostic tool based on how
these proteins behave.
Your brain constantly producesboth of them.
A beta 40 is relatively shortand floats around harmlessly.
It is soluble.
SPEAKER_01 (06:19):
Okay, so it just
washes away.
SPEAKER_00 (06:20):
Exactly.
But a beta 42 is slightlylonger, and crucially, it is
extremely sticky.
SPEAKER_01 (06:26):
Aaron Powell So the
42 is the one that clumps
together to form the plaques.
SPEAKER_00 (06:29):
Yes.
When a beta 42 starts clumpingtogether to form solid plaques
in the brain, it gets trappedthere.
It stops flowing down into thespinal fluid.
Oh I see.
So if a doctor does a lumbarpuncture and sees a severe drop
in a beta 42 compared to theharmless a beta 40, they know
the sticky protein is currentlyaccumulating inside the
patient's brain.
SPEAKER_01 (06:49):
Aaron Powell That is
brilliant.
Yep.
You aren't just looking for thepresence of the bad protein,
you're looking for its absencein the fluid because it's stuck
upstream.
SPEAKER_00 (06:57):
Exactly.
SPEAKER_01 (06:58):
But I imagine that
drop in the ratio doesn't happen
overnight.
SPEAKER_00 (07:01):
No, it happens very
gradually.
And the study found that eventhough all the treated patients
were technically stamped asamyloid positive to qualify for
the drug, a subset of themhovered right on the edge of the
cutoff.
SPEAKER_01 (07:13):
Oh really?
SPEAKER_00 (07:14):
Yeah.
They fell into a murky, likelypositive range.
SPEAKER_01 (07:17):
Aaron Powell So they
basically barely crossed the
finish line.
SPEAKER_00 (07:20):
Aaron Powell Which
reveals a fundamental truth
here.
Biomarker thresholds areprobabilistic, not absolute.
Biology is a dial, it's not alight switch.
SPEAKER_01 (07:29):
That makes sense.
SPEAKER_00 (07:30):
The medical system
wants a clear cutoff to
determine who gets aprescription.
But a patient hovering near thatcut point is in a transitional
biological state.
SPEAKER_01 (07:39):
Aaron Powell Meaning
they might just be at the very,
very beginning of their amyloidaccumulation.
SPEAKER_00 (07:43):
Aaron Powell Or they
might have mixed etiologies,
meaning they have a negligibleamount of amyloid, and their
memory loss is actually beingcaused by something else
entirely.
Wow.
The editorial stress is thatthis raises a massive unknown.
We are treating a biologicalgray area with a black and white
therapeutic protocol, and wehonestly do not know how
effective or how safe theseanti-amyloid therapies will be
(08:07):
for borderline patients.
SPEAKER_01 (08:08):
Here's where it gets
really interesting for me.
If the amyloid line is soblurry, and amyloid itself isn't
necessarily the direct immediatekiller of the brain cells, what
is?
Like if amyloid is the matchthat starts the fire, what is
the actual fire?
SPEAKER_00 (08:22):
Aaron Ross Powell
The Fire is a protein called
Tau.
Amyloid plaques build up slowlyoutside the brain cells, setting
a toxic stage.
But tau proteins operate insidethe neurons.
SPEAKER_01 (08:32):
Inside the cell.
So how does tau actually destroythe cell?
SPEAKER_00 (08:34):
Well, inside every
neuron, there's a transport
system that looks like tinytrain tracks carrying nutrients
from the center of the cell downto the synapses.
SPEAKER_01 (08:42):
Okay, I'm picturing
it.
SPEAKER_00 (08:43):
In a healthy brain,
tau acts like the wooden
railroad ties, holding thetracks straight and stable.
But in Alzheimer's, the tauproteins become deformed.
They detach from the tracks andtangle together into clumps.
SPEAKER_01 (08:55):
So the railroad ties
just rot away.
SPEAKER_00 (08:57):
The ties dissolve,
the tracks collapse, and the
neuron literally starves todeath from the inside out.
SPEAKER_01 (09:03):
That sounds brutal.
SPEAKER_00 (09:04):
It is.
This tau pathology remains theabsolute strongest biological
correlate of clinicalimpairment.
Where the tau goes, brain celldeath follows.
SPEAKER_01 (09:13):
Aaron Powell And to
measure this, the study used a
highly advanced PE tracer calleduh 18F MK6240, and they found a
wild variance in the tau burdenamong these real-world patients
getting licanomap.
SPEAKER_00 (09:25):
The variance was
staggering.
They measured the spread of thefire using break stages.
SPEAKER_01 (09:29):
Aaron Powell Break
stages.
SPEAKER_00 (09:30):
Yeah.
Break stage zero means virtuallyno tau tangles, while stage six
means the tangles have spreadout of the memory centers and
swept across the entire brain,causing massive widespread
destruction.
SPEAKER_01 (09:44):
Aaron Powell What
totally blew my mind in the
editorial was the disconnectbetween those stages and the
patient's actual symptoms.
SPEAKER_00 (09:51):
Right.
The clinical presentation.
SPEAKER_01 (09:52):
Yeah.
You had patients who performedidentically on memory tests in
the clinic.
I mean, they were at the exactsame clinical stage of cognitive
decline, but their brains lookedcompletely different on the PET
scans.
SPEAKER_00 (10:03):
Aaron Powell It's
incredible.
You can have someone withminimal Tao burden who shows
undeniable severe cognitiveimpairment.
Yeah.
On the flip side, you havepatients with highly advanced
tau pathology, break stage fiveor six, who are still
functioning quite well,categorized only with mild
cognitive impairment.
SPEAKER_01 (10:20):
That's wild.
SPEAKER_00 (10:21):
They have a raging
fire in their brain, yet they
are still holding a conversationand paying their bills.
SPEAKER_01 (10:25):
How is that even
possible?
If the tau is actively starvingthe cells to death, how can
someone with a massive fire bedoing fine while someone with a
tiny spark is losing theirmemory?
SPEAKER_00 (10:36):
It comes down to a
concept called cognitive
reserve.
It's basically the brain'smechanical resilience.
Okay.
Some brains develop incrediblydense, redundant neural networks
over a lifetime.
If a tau tangle destroys onepathway, a highly resilient
brain will just route theelectrical signal around the
damage, like a GPS finding adetour when a highway is
(10:58):
blocked.
SPEAKER_01 (10:59):
So the person with
high tau just have more detours
built into their brain.
SPEAKER_00 (11:02):
Exactly.
They can sustain massivestructural damage before the
clinical symptoms appear simplybecause their brain keeps
improvising workarounds.
SPEAKER_01 (11:09):
That's amazing.
SPEAKER_00 (11:10):
And the person with
low tau but severe symptoms
likely lacks those redundantpathways, or they have other
copathologies like the vascularearthquake damage we talked
about that have alreadydestroyed their detours.
SPEAKER_01 (11:22):
Aaron Powell So how
does knowing a patient's tau
level change the decision toprescribe an amyloid drug if
you're just clearing out theamyloid plaques?
Why does the internal tau firematter?
SPEAKER_00 (11:33):
It matters heavily
for setting realistic
expectations for the patient'sfuture.
How so?
If a patient comes in withextremely high tau levels, break
stage five or six, the cellularfire is already raging out of
control.
Removing the amyloid matches atthat late stage might not slow
down the clinical decline in ameaningful way.
SPEAKER_01 (11:51):
Ah, I see.
SPEAKER_00 (11:52):
The runaway train
has already left the station.
SPEAKER_01 (11:54):
The structural
damage is already done.
SPEAKER_00 (11:56):
Exactly.
But if patient has a very lowtau, they might be the ideal
candidate.
You remove the amyloid matchesbefore the widespread internal
fire ever really ignites,potentially offering genuine
long-term disease modification.
SPEAKER_01 (12:10):
Aaron Powell That
reframes the entire
conversation.
You aren't just telling apatient, you know, take this
drug and you'll get better.
You're assessing their specificcellular fire to see if a
specific hose will actually putit out.
SPEAKER_00 (12:20):
Aaron Powell Which
brings us to the broader ATNIVS
framework, the editorialchampions.
We've covered the A for amyloidand the T for tau.
Right.
But the framework demands welook at the hidden amplifiers of
the disease.
Neurodegeneration, which is theN inflammation, the I, vascular
pathology, the V, and alphasynucline, the S.
SPEAKER_01 (12:40):
Okay, let's look at
those hidden amplifiers.
How are we measuring the N, theneurodegeneration?
SPEAKER_00 (12:46):
The study utilized
plasma markers, basically
advanced blood tests.
For neurodegeneration, theymeasured plasma NFL or
neurofilament light chain.
SPEAKER_01 (12:55):
What are
neurofilaments?
SPEAKER_00 (12:56):
They're the
structural scaffolding proteins
that give a neuron its physicalshape.
When a brain cell finally diesand bursts open, that
scaffolding shatters and spillsout into the surrounding fluid,
eventually making its way intothe bloodstream.
So measuring high levels of NFLin the blood gives you a
real-time metric of active,ongoing brain cell death.
(13:17):
It's like seeing structuraldebris floating in the water
after a shipwreck.
SPEAKER_01 (13:21):
That is a dark
image, but it makes perfect
sense.
And what about the eye forinflammation?
SPEAKER_00 (13:26):
For inflammation,
they measured GFE, a protein
released by astrocytes.
Astrocytes are essentially themaintenance and immune crew of
the brain.
SPEAKER_01 (13:34):
The cleanup crew.
SPEAKER_00 (13:35):
Yeah.
When they detect damage likeamyloid plaques or dying cells,
they activate and try to clearthe debris.
But in neurodegenerativedisease, they often become
hyperactive, leading to chronic,toxic brain inflammation.
High GFA means the brain'simmune system is stuck in
overdrive.
SPEAKER_01 (13:52):
And we already
covered the V, the vascular
pathology causing thosemicroscopic blood vessel
blockages.
So why are these three, thedying cells, the chronic
inflammation, and the vasculardamage, so critical when a
doctor is considering ananti-amyloid therapy?
SPEAKER_00 (14:06):
The most urgent
reason is safety, specifically
the risk of a severe side effectcalled ARIA.
SPEAKER_01 (14:12):
ARI, amyloid-related
imaging abnormalities.
This is the major safety warningon drugs like lacanimab,
involving brain swelling andmicrohemorrhages.
SPEAKER_00 (14:21):
Right.
To understand why ARIA happens,you have to look at how the drug
works mechanically.
These drugs are monoclonalantibodies designed to
forcefully strip amyloid out ofthe brain.
Okay.
But amyloid doesn't just sit inisolated plaques, it also embeds
itself deeply into the walls ofthe brain's blood vessels, a
condition called cerebralamyloid angiopathy.
SPEAKER_01 (14:39):
So the drug is
literally attacking the amyloid
inside the blood vessel walls.
SPEAKER_00 (14:44):
Yes.
It triggers the brain's immunecells to attack and clear that
embedded amyloid.
If you do this in a patientwhose blood vessels are already
fragile and thickened fromvascular disease and surrounded
by hyperactive angry astrocytescausing inflammation, the
cleanup process is incrediblydestructive.
SPEAKER_01 (15:01):
That sounds
dangerous.
SPEAKER_00 (15:02):
It is.
As the amyloid is stripped away,the compromised vessel walls
become porous, they leak fluid,causing brain swelling, or they
rupture entirely, causingbleeding.
SPEAKER_01 (15:12):
So if a doctor only
looks at the binary amyloid
wristband and ignores theinflammation and vascular
damage, they might prescribe adrug to a patient whose blood
vessels literally cannot survivethe structural stress of the
cleanup.
SPEAKER_00 (15:25):
Exactly.
It's a profound safety risk thatis completely invisible if you
only focus on the amyloid.
SPEAKER_01 (15:30):
That is terrifying.
But there's one more letter inthis framework that caught me
completely off guard.
SPEAKER_00 (15:35):
The S.
SPEAKER_01 (15:36):
The S at the very
end.
Alpha Sinucline.
SPEAKER_00 (15:39):
That finding is
arguably the most provocative
paradigm shift in the entireeditorial.
SPEAKER_01 (15:44):
Because alpha
synucline is a totally different
protein.
It's a one that misfolds andclumps together to form Lewy
bodies, which are the hallmarkof Parkinson's disease and Lewy
body dementia.
It has completely differentmechanisms than amyloid or tau.
SPEAKER_00 (15:58):
It does.
It attacks different regions ofthe brain and causes a very
different cascade of cellularfailure.
SPEAKER_01 (16:03):
Yet the study ran
tests on these real-world
patients, people diagnosed withAlzheimer's disease who are
receiving an Alzheimer's drug,and found that roughly 25% of
them tested positive foralpha-sinuclein in their spinal
fluid.
A quarter of the patients.
SPEAKER_00 (16:16):
And many of them
showed minimal, if any, clinical
signs of Lewy body disease.
Clinically, they just look likethey had Alzheimer's.
SPEAKER_01 (16:24):
How do the
researchers even find it if
there were no symptoms?
SPEAKER_00 (16:27):
They used a
revolutionary new tool called a
seed amplification assay, orSAA.
SPEAKER_01 (16:32):
How does an SAA
actually work?
Like how do you find amicroscopic trace of a different
disease hidden in the spinalfluid?
SPEAKER_00 (16:39):
It's an ingenious
piece of molecular engineering.
Alpha synucleane causes damageby misfolding and then
corrupting the healthy proteinsaround it, forcing them to
misfold too.
SPEAKER_01 (16:49):
Like a domino
effect.
SPEAKER_00 (16:50):
Right.
The SAA exploits this behavior.
Researchers take a tiny sampleof the patient's spinal fluid
and place it in a tube filledwith perfectly healthy synthetic
alpha cytocline.
SPEAKER_01 (17:02):
So they mix the
patient's fluid with normal
proteins.
SPEAKER_00 (17:04):
Then they shake it.
If the patient has even amicroscopic trace of the
misfolded seed in their fluid,it will start corrupting the
healthy synthetic proteins inthe tube, triggering a rapid
chain reaction.
SPEAKER_01 (17:16):
It's like dropping a
single zombie into a crowded
room to see if an outbreakstarts.
SPEAKER_00 (17:21):
That is exactly the
mechanism.
Within hours, the misfoldedproteins multiply until the
machine can easily detect them.
Wow.
And using this tool, wediscovered that 25% of these
Alzheimer's patients areactively harboring a second,
completely distinctneurodegenerative disease.
SPEAKER_01 (17:37):
So a quarter of
these people have two separate
brain-destroying fires burningat the same time.
SPEAKER_00 (17:41):
If we connect this
to the bigger picture, we call
it coproteinopathy.
The biology does not care aboutour neat diagnostic boxes.
SPEAKER_01 (17:48):
Obviously not.
SPEAKER_00 (17:49):
And having senuclein
copathology drastically alters a
patient's prognosis.
The two diseases interact,accelerating the overall
cognitive decline.
And crucially, we currently havevery little data on how a brain
dealing with hidden alphasnuclein responds to an
anti-amyloid therapy.
SPEAKER_01 (18:07):
Because if you have
a whole second army of proteins
destroying your neurons, justputting away the amyloid matches
might not even slow the declinedown.
SPEAKER_00 (18:14):
Right.
The clinical benefit might beentirely masked by the
progression of the hidden Lewybody pathology.
SPEAKER_01 (18:20):
So what does this
all mean?
Zooming out from all thespecific proteins and
mechanisms, the core takeawayfor you listening is this
Alzheimer's disease is not asingle monolith.
SPEAKER_00 (18:30):
No, it's an umbrella
term for a highly individualized
biological event.
SPEAKER_01 (18:34):
Anti-amyloid
therapies are remarkable
breakthroughs, but they do notoperate in a vacuum.
The effects of removing amyloidunfold against an incredibly
complex backdrop of internal taufires, dying structural
scaffolding, vascular rust,brain inflammation, and
completely hiddenco-conspirators like
alpha-sinucline.
SPEAKER_00 (18:52):
The ATNIVS profile
provides the multidimensional
map required for true precisionmedicine.
It allows a physician to look attwo patients who both have early
Alzheimer's and understand whythey have entirely different
trajectories, entirely differentside effect risks, and require
completely different care plans.
SPEAKER_01 (19:10):
We started this
conversation talking about the
comforting simplicity of anx-ray, a clean binary problem
with a clean binary fix.
But the human brain is more likea massive, intricate orchestra.
SPEAKER_00 (19:23):
A very fragile
orchestra.
SPEAKER_01 (19:24):
And if 25% of these
patients have hidden alpha
synucline and others have heavyvascular damage or raging towel
fires, it means the stringsection is out of tune, the
brass is playing the wrong song,and the percussion is completely
missing.
Clearing out the amyloid is likefixing a single broken violin
string.
It's a start.
But you can't fix one string andexpect the symphony to sound
(19:46):
perfect.
It leaves you wondering ifyou're putting out one fire in a
burning house, what does thefuture of combination therapies
really look like?
SPEAKER_00 (19:54):
That's the only way
forward.
SPEAKER_01 (19:55):
Imagine a bespoke
personalized cocktail of
therapies tailored to targetyour exact biological signature.
We have to trade the comfort ofthe simple X ray for the power
of a multi dimensional map.
And while those diagnosticwaters might look murky right
now, mapping out every singleinstrument in that orchestra is
exactly what will help usfinally navigate them.