Signal Over Noise: How Transcutaneous VNS Optimizes Cognition with Dr. Ronan Denyer
Episode Summary
Host Dr. Michael Passmore (Clinical Associate Professor, Department of Psychiatry, University of British Columbia) sits down with Dr. Ronan Denyer, a postdoctoral fellow at the Coactions Lab in Brussels. Dr. Denyer completed his PhD in neuroscience at UBC under Dr. Lara Boyd, and his research sits at the intersection of brain stimulation, neuroimaging, and behavioral neuroscience. In this episode, they take a deep dive into transcutaneous vagus nerve stimulation (tVNS) — what it is, how it works, and what it could mean for the future of cognitive enhancement and neurological treatment.
Key Topics Covered
- Dr. Denyer's background — From Trinity College Dublin to UBC to Brussels, how a final-year undergraduate project set him on the path of brain stimulation research
- The locus coeruleus (LC) — Why this tiny, blue-colored brainstem nucleus with far-reaching noradrenergic projections is one of neuroscience's most intriguing structures
- Transcutaneous vagus nerve stimulation (tVNS) — How stimulating specific parts of the outer ear (the cymba conchae and tragus region) can non-invasively activate the vagus nerve → nucleus tractus solitarius → locus coeruleus pathway
- tVNS vs. TMS vs. tDCS — Key comparisons between these neuromodulation approaches and why tVNS offers a unique real-time biomarker advantage via pupillometry
- Perceptual decision-making study (Brain Stimulation journal) — How tVNS boosted accuracy on a random dot motion task without slowing reaction times, supporting the gain hypothesis over the urgency hypothesis of LC function; the "rescue effect" seen after errors
- The drift-diffusion model — How modeling revealed tVNS increases the drift rate (evidence accumulation speed), explaining the accuracy improvement
- tVNS + TMS combined study — Evidence that tVNS increases corticospinal excitability during stimulation (online effect), with pupillometry confirming LC engagement; intriguing finding that MEP changes and pupil changes were not correlated, hinting at potential sub-nodes within the LC
- Clinical translation potential:Stroke rehabilitation — Pairing tVNS bursts with motor therapy to promote plasticity online
- ADHD — The tonic/phasic LC firing model and the explore-vs-exploit hypothesis; why elevated tonic LC firing may underpin attentional difficulties
- Parkinson's disease — LC degeneration as an early biomarker; tVNS + pupillometry as a potential low-cost screening tool for preclinical Parkinson's; targeting non-motor symptoms
- Anxiety and PTSD — Emerging hypotheses linking LC dysfunction to these conditions
- Upcoming research — The KinArm forced-response reaching task: examining how tVNS shifts the speed-accuracy curve and modulates movement vigor, with implications for stroke rehab
Key Concepts Explained
TermPlain-language meaning
tVNS
Non-invasive stimulation of the ear to activate the vagus nerve and the brain's noradrenaline system
Locus coeruleus
Small brainstem nucleus; the brain's primary source of noradrenaline; modulates attention, arousal, and decision-making
Gain hypothesis
LC noradrenaline boosts signal-to-noise ratio, improving perceptual accuracy without speeding up responses
Urgency hypothesis
LC increases response speed at the cost of accuracy (not supported by this study)
Pupillometry
Measuring pupil size as a proxy for LC activity
Motor evoked potential (MEP)
A muscle twitch elicited by TMS; used to measure corticospinal excitability
Drift-diffusion model
A mathematical framework for modeling perceptual decision processes
Tonic vs. phasic LC firing
Tonic = baseline arousal level; phasic = task-triggered bursts that sharpen perception
Papers Referenced
- Xiang et al. — Transcutaneous Vagus Nerve Stimulation Boosts Accuracy During Perceptual Decision Making, Brain Stimulation https://pubmed.ncbi.nlm.nih.gov/40311845/
- Dr. Denyer's tVNS + TMS corticospinal excitability study (recently published) https://journals.physiology.org/doi/full/10.1152/jn.00008.2026
Connect & Learn More
- Host: Dr. Michael Passmore, University of British Columbia, Department of Psychiatry
- Guest: Dr. Ronan Denyer, Coactions Lab, Brussels (formerly UBC, Lara Boyd Lab)
Transcript
Welcome back to the Neurostimulation Podcast.
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:I'm Dr.
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:Michael Passmore, clinical associate
professor in the Department of Psychiatry
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:at the University of British Columbia.
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:Today's episode is going to be a
fascinating deep dive into one of the
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:most exciting and rapidly evolving
areas in neuromodulation, transcutaneous
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:vagus nerve stimulation, or tvNS.
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:My guest today is Dr.
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:Ronan Denyer, who recently completed
his PhD in neuroscience at the
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:University of British Columbia
under the supervision of Dr.
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:Lara Boyd.
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:His work integrates brain stimulation,
neuroimaging, and behavioral neuroscience
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:to understand how the brain prepares
and executes movement, particularly
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:through the dorsal premotor cortex.
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:He's now a postdoctoral fellow in
the Coactions Lab working with Dr.
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:Julie Duque, where his research is
expanding into the intersection of
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:TMS, vagus nerve stimulation, and
the locus coeruleus noradrenaline
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:system, a key neuromodulatory system
involved in things like attention,
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:arousal, and decision-making.
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:And so one of the papers that we're
gonna be discussing today explores how
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:non-invasive vagus nerve stimulation
can actually improve perceptual
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:decision-making accuracy, shedding light
on a long-standing debate about how the
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:locus coeruleus shapes human cognition.
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:Ronan, welcome to the podcast.
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:Speaker: Yeah.
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:Thanks so much for having me.
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:Looking forward to the conversation.
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:Speaker 2: So maybe if you can just,
provide a bit of an explanation about
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:your academic background and some of the
things that your lab is currently working
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:on, just so that we can get to know you.
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:Speaker: Yeah, sure.
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:so I'm from Ireland.
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:and so I grew up in the northwest of
Ireland, and I actually, pursued my
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:undergrad in Trinity College, Dublin.
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:and so during my time there,
I, in my final year, I did--
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:had to do a final year project.
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:and so I ended up working with a
professor there, Richard Carson,
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:and he works, with, a lot with
transcranial magnetic stimulation,
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:and within the motor control space.
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:and so that's where I started my
journey with brain stimulation.
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:and I enjoyed the process.
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:and then through Richard, I ended up,
being introduced to Lara in, UBC, and, I
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:decided I wanted to pursue a PhD and, it
just ended up working out that I ended
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:up in Vancouver, so a nice coincidence.
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:and so yeah, when I...
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:In Vancouver, I worked a lot with TMS.
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:my thesis work was m-more focused on
kind of young, healthy populations,
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:on more basic neuroscience questions,
motor control questions, bimanual
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:coordination and stuff like that.
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:and then I also working in Lara's
lab, worked quite a bit with clinical
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:populations, particularly people
who've had a stroke, so trying to apply
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:the methods in that population too.
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:And then, yeah, after I finished
my PhD, I decided I wanted to move
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:a bit back a bit closer to home.
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:so I I was looking through
potential locations and ended up
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:in Brussels with, Julie Duque.
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:and yeah, just when I arrived, a former
post-doc who has just moved on to
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:another position, Sue Xiang, she had
just finished a project looking at, using
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:TVNS, within a decision-making paradigm.
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:And I wasn't exactly sure what I was gonna
do when I joined the lab because I had
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:just finished and, hadn't fully figured
out what experiments I wanted to do.
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:but I was yeah, very intrigued by
her results using TVNS and, then
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:I thought about pursuing that.
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:so yeah, that's h- how I
ended up working in TVNS.
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:It wasn't like this sort of grand plan.
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:It was oh, they're doing it here, and
it seems like an interesting area.
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:So yeah, that's how I ended
up working with the method.
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:Speaker 2: Yeah, cool.
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:Thanks for explaining that.
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:It's, it is really interesting how an
academic journey can go in that way.
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:You, you make connections, you
network, and then you f- you
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:get drawn in certain directions.
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:And so I'm excited to discuss,
your current projects.
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:But one of the papers in particular,
just for viewers and listeners as a
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:kind of a preview, is that I think
I'd like to explore today is this
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:idea about how non-invasive vagus
nerve stimulation can actually
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:improve perceptual decision-making
accuracy, which is so interesting.
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:And I think it helps to shed light on
what I understand is a long-standing
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:debate about how specific areas of
the brain, like the locus coeruleus,
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:can shape human cognition in general.
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:Yeah.
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:So maybe, wh- why don't we
just follow up with that?
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:So for viewers and listeners who are
not as familiar, and I don't admit
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:to being particularly familiar with
these specifics either, so why is the
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:locus coeruleus specifically such a
big deal for that, what we're talking
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:about in neuroscience in general?
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:Speaker: Yeah.
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:So it's a really interesting part
of the brain, I think the reason why
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:people are interested in is because
it has this reputation as, very
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:small nucleus but very big influence.
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:so it's really, just in the brainstem,
posterior part of the brainstem.
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:And it's very small, and it
has this blue color, which is
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:actually what it means in Latin.
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:Locus coeruleus means blue place.
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:and so if you were to do dissection,
it's blue because- actually there's a
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:lot of neuromelan- melanin in that area.
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:and the reason there's neuromelanin
is because the cells there are
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:noradrenergic, so it's a byproduct of
the process of creating, noradrenaline,
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:just to have this blue color.
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:and so that's really what
the, those neurons do.
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:They, reach far and wide into the
central nervous system, from the
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:spine into subcortical regions
and then also to the cortex.
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:and so they have the capacity
to modulate activity in the,
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:almost every part of the brain.
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:and so that's how it has this
potential for a big influence.
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:And then on the other side, it
receives, so many inputs, from
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:lots of different regions too.
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:So it's just like this
very dynamic region.
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:and so yeah, it's interesting
because it's, I would say the,
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:has this big influence, but the
function isn't really s- the specific
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:function isn't that well understood.
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:and so that's opened up a
lot of different questions.
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:And then I think there's also this,
other kind of clinical angle that
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:people are interested in it because,
when we're thinking about brain
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:stimulation in, in clinical populations,
often, researchers are looking for
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:regions that we can stimulate to
maybe induce some sort of increase
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:in activity or to induce plasticity.
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:So I think that's, another reason why
people are interested in the region.
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:Yeah.
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:Speaker 2: Yeah.
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:Yeah, for sure.
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:Thanks for explaining that.
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:and yeah, it does remind me a little
bit of some forces in that the locus
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:really is, as you say, primary source of
noradrenaline or norepi- norepinephrine.
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:I can never remember.
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:Is noradrenaline the European
phrase and norepinephrine-
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:Yeah ... the North American phrase?
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:Speaker: Yeah, I think
that's the way it is.
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:Yeah.
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:it's the same thing, but yeah.
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:Speaker 2: Great.
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:So it's interesting because yeah, as
you say, it's such a kind of a way
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:station in that sense, an important
way station and a, in terms of the
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:global modulation of brain function,
but particularly for aspects, of, I
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:suppose mind and consciousness that
relate specifically to the noradrenergic
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:system, attention, motivation, mood,
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:Speaker: Yeah.
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:Speaker 2: yeah.
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:So walk us through a
little bit about tvNS then.
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:So transcranial vagus nerve stimulation.
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:Yeah.
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:Yeah.
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:What exactly is it and how
does stimulating the ear
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:actually influence the brain?
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:'Cause it, in- intuitively
may not exactly make sense.
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:So how, yeah, help us to
understand how that works.
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:Speaker: Yeah.
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:So I think, I'm not sure what the
order was, but there's also an invasive
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:version of vagus nerve stimulation
where, you actually do a surgery and
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:implant a simulator onto the vagus nerve.
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:similar to a, I'm trying to
remember what you call the
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:thing you implant for a heart.
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:pacemaker.
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:Yeah, similar kind of surgery.
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:and so the idea is that you
stimulate the vagus nerve.
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:the vagus nerve actually, has connections
into an area called the nucleus tractus
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:solitarius in the brainstem, and that
itself connects to the locus coeruleus.
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:it's a way to increase activity
in the locus coeruleus.
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:But of course, it's a
very invasive procedure.
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:It's more so like a kind of
experimental clinical procedure for now.
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:we can't just have people come into
the lab and do that type of experiment.
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:So there's been this, idea of
is there other ways that we
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:could stimulate the vagus nerve?
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:and so the vagus nerve actually has,
connections with the ear, so afferents
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:from the ear into the vagus nerve.
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:and so in particular, the kind of central
part of your ear here, called the scala
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:tympani, and around the tragus part
of your ear, has these nerve endings
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:which connect with the, with the vagus
nerve or a branch of the vagus nerve.
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:And so the idea is that if we stimulate
those, can we stimulate up into the
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:nucleus tractus solitarius and then also
the lo- locus coeruleus and provide a
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:way to modulate activity and increase
release of noradrenaline, in the brain?
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:and so that's that's where it all started.
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:and yeah.
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:I could keep going, but that's where
we started with tvNS and why they're--
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:why we were looking at the ear.
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:Speaker 2: Yeah.
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:Thanks so much for explaining that.
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:I think that's extremely helpful to
differentiate from implanted VNS as well.
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:It makes me wonder, there's this newly
approved device, called the ProLiv RX.
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:I'll have to just refresh my
memory about that, but it strikes
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:me that perhaps that's a s-
similar-- This is for depression.
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:and I'm just-... think that there's
probably a similar kind of approach
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:as far as, the non-invasive, cranial
nerve stimulation,... to improve mood.
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:But, yeah, maybe I'll clarify
that, and maybe we can-- I
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:can try and link to that, Yeah
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:if there's relevance at some point.
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:But then just getting back
to your lab's research.
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:maybe, yeah, what would be a way...
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:I guess obviously there's a
difference between the specifics
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:that your lab's been looking at and
more broader clinical applications.
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:Although obviously, as you're
describing, that's part of what the
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:research is geared towards, furthering,
is the knowledge translation there.
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:But what- how would you say that
the transcutaneous VNS, Could be
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:considered in comparison to other
technologies like transcranial magnetic
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:stimulation or transcranial direct
current stimulation, those kinds of
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:techniques that are being more routinely
applied in the clinical setting.
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:Speaker: Yeah.
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:So on the face of it, it's, the kind of
physics of it are quite similar to tDCS,
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:I would say, where you have, an electrode
on the skin and another one near to it
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:on another part of the ear, and you're
just passing current through, which is
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:increasing activity in the vagus nerve and
then, then up into the locus coeruleus.
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:I suppose with, with tDCS, it's more like
you're just directly hitting the cortex.
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:You're not doing this kind of, other
pathway into a subcortical region.
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:and then TMS or repetitive TMS protocols,
yeah, are more similar, but it's
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:a magnetic pulse and it's pulsing.
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:It's not like a continuous--
you're creating an electrical
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:field using a magnetic field.
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:but, yeah, I think it's probably more
similar to tDCS but it's its own thing
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:too, I think one thing I really l- that
is appealing to me about the method is,
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:is just being able to measure response,
because the locus coeruleus has this very,
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:clear, actual connection with our pupils.
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:and so if you change activity in
the locus coeruleus, there's these
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:kind of like maybe three or four
synapses away, connectivity with
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:the muscles which, increase and
decrease the size of our pupils.
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:so I think one real benefit for tvNS is
that if you turn it on, you can really
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:track, the effect it's having in a
specific subject because you can just use
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:a pupil, pupillometry setup to measure
changes in the eye or in the pupil rather.
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:so that's something that really appealed
to me having used repetitive TMS in
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:my PhD, in a more, trying to do like a
virtual lesion and see how it affected
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:behavior on this particular task.
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:It's often difficult or expensive
to really understand what the
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:stimulation is doing to the brain.
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:and so you sometimes have to take a
bit of a leap of faith, whereas I like
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:the tvNS because you have this clear,
you know-- You're measuring once every
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:millisecond, getting this kind of
clear picture of what's happening, at
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:least just from looking at the pupils.
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:so I think, yeah, that's maybe a
sort of an edge that tvNS has maybe-
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:Speaker 2: yeah, that's super interesting.
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:Those little details, it's fascinating to
understand the specifics of that, and I
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:can completely understand your perspective
on, yeah, the advantages there, for sure.
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:So the paper, one of the papers that I
was interested in, talking about with
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:you is the publication in the journal
Brain Stimulation- called Transcutaneous
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:Vagus Nerve Stimulation Boosts Accuracy
During Perceptual Decision Making.
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:and yeah, maybe if you're able to
help us to understand, the idea behind
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:the particular study and the results
and why that's an important paper.
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:Speaker: Yeah.
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:So I'll do my best.
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:I- it was, just after I got here, but
I'm fairly familiar with the work.
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:and so basically the idea is, to look
at the effect, the effects of TVNS on
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:what we call perceptual decision-making.
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:And so what we mean by perceptual
decision-making is, really what
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:we call a random dot motion task.
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:And so just for the listeners, the
viewers, basically the participant's
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:sitting down and they see, this kind
of cloud of dots basically i- in the
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:center of the screen, and they're,
able to respond left or right.
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:and so they just see the dots moving in
these random directions at first, and then
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:at some point they, get a cue to-- and are
told that, the dots are gonna start moving
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:in one way or the other, and they have
to do their best to estimate if they're
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:moving left or they're moving right.
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:and it's basically calibrated for
it to be quite difficult, where a
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:certain proportion are moving right,
certain are moving left, and you have
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:to do your best to assess basically,
which direction they're moving in.
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:and it's a very, a nice task because
it's been used a lot in neuroscience.
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:so there's all these kind of, ways in
which people model the data, establish
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:methods for modeling the data.
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:but I would say basically what Sue
found in her study is that, when-- So
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:what she did is basically did the task
like that, but she had two conditions.
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:So in one condition, just before they had
to start deciding or make a decision, the
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:TVNS was turned on for four seconds, so
a burst of four seconds on each trial.
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:and then there's a kind of
control condition, so just a
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:sham stimulation condition.
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:And We need to have a sham control
because just having this sensation
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:on your ear, can maybe in of itself
change your behavior without maybe
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:having these direct effects on locus
coeruleus that we think it might have.
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:So we compare the results
against a condition where we
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:stimulate just on the earlobe.
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:And so that part of your ear is
not innervated by the vagus nerve.
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:So it's a nice control because it's
similar sensation, but it doesn't
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:have this vagal aspect to it.
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:And so when she looked at the
data, what she found was people
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:were significantly more accurate.
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:Now, not by a huge amount, but were more
accurate with the TVNS versus the sham.
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:And sometimes when you see a change
in accuracy in a task like this, it
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:can be strategic where instead of,
they're more accurate, but they're
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:also slowing down their responses.
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:So they're allowing more time
for the evidence to accumulate.
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:But she didn't find any
difference in the reaction time.
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:So it's like they just got this free boost
in accuracy of their perceptual decision.
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:And yeah, I guess there's evidence
that the TVNS is boosting the
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:decision process in some way.
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:And then she went a bit more deep in
into the data and found that it was,
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:yeah, the effect was even stronger
when considering basically how
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:people reacted after an error.
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:So you have some people who after they
make an error, they become, they're
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:negatively affected by it and it decreases
their performance on the next trial.
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:Then you also have some people who
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:if they get something correct,
then they relax and then that
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:actually they see a decrease in
their performance on the next trial.
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:And so what she found is like by grouping
people into those groups, the TVNS
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:particularly had a strong effect when in
these challenge modes where you typically
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:see a drop off in sham, it had this
kind of rescue effect, you could say.
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:And yeah, I think you have this
kind of global effect on accuracy,
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:but it might be driven more by
these specific circumstances where
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:there needs to be this input or
there can be this boosting effect.
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:So that's, yeah, very interesting.
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:It speaks to the more global view on what
this neuroadrenaline is actually doing.
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:There's this idea that it the function
is really to, it boosts ongoing activity.
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:And so reduces the signal to
noise ratio or increases rather.
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:And so that's how you get
this free accuracy, so yeah,
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:that was the crux of it.
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:and yeah, so from there we've gone
a few different directions, but
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:that was the foundational work,
when we're really getting into tvNS.
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:Speaker 2: Yeah.
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:That's fantastic.
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:Yeah.
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:Thanks for explaining that,
and it'll be great to talk more
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:about the other directions that
your lab has gone in since then.
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:Yeah.
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:But it's so interesting because I think,
yeah, it was a great explanation of
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:this historical controversy to a certain
degree between the gain hypothesis or
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:the improvement in the signal-to-noise,
which is leading to better accuracy.
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:That the-... the locus coeruleus
in the noradrenergic system is, is
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:implicated in, versus this kind of more
of an urgency hypothesis where- Yeah
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:decision-making is accelerated,
but potentially less accurate.
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:And yeah, as I was understanding,
so the, this finding about...
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:the findings highlighted that there
was, as you say, that improved
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:accuracy but not really a change
in reaction time- Yeah ... which I
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:suppose supports the gain hypothesis.
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:Speaker: Yeah.
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:Yeah, I think so.
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:yeah, you're not seeing a slowing or
a quickening, it's just, in fact that
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:there's use this model called the
drift-diffusion model to model this
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:data and yeah, it assumes that there's
some sort of decision process going on.
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:and so there's, the evidence is
accumulating at a certain rate,
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:and then eventually you hit
these bounds, in the, which are
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:represented in the brain somewhere,
and that's what drives the decision.
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:And so Sue did some modeling
using that me- method and found
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:that the drift rate increased.
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:So the speed at which evidence
is accumulating is increasing
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:and, Yeah ... and so that leads
to more accurate decisions.
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:Yeah.
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:Speaker 2: Yeah.
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:And it was really interesting the finding
that the effect was strongest after
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:errors, and it makes me wonder if maybe
the tvNS is helping people to recover
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:from attentional lapses or that kind
of thing, some subtle things- Yeah.
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:Yeah ... that could be speculated.
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:Speaker: Yeah, I think so.
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:I think, the way I...
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:I'm constantly rethinking, how I think
about the region, but I think certainly
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:it seemed like there's this kind of
resetting process or something, where,
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:yeah, you maybe get lost in thinking
about the error that you just created, in
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:under sham, and then a sham doesn't help
that, whereas the tvNS maybe locks you
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:back in to the task, and to the relevant
aspects of the task instead of this kind
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:of, process of thinking about the error.
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:Yeah.
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:Speaker 2: Yeah.
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:Maybe a metaphor, I don't know
if this is- Obviously it's too
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:simplistic, but maybe something
that can help viewers and listeners
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:and me wrap my head around this is-
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:Speaker: Yeah
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:... Speaker 2: maybe the locus coeruleus
is, can be conceived of in the sense
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:that we're investigating or talking
about that you investigated, that the
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:locus coeruleus is less like a gas
pedal and more like a signal optimizer.
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:Speaker: Yeah.
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:Yeah, I think so.
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:Yeah.
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:Like it's really boosting what's
already going on in the brain.
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:it's not really changing the dynamics.
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:It's more just, coming in.
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:If there's activity going on,
that's gonna be increased.
361
:If there's activity-- if there's,
less activity between these
362
:synapses, that's decreased.
363
:And so you just kinda get
this sharper, more HD signal.
364
:and so that has benefits.
365
:and then I think that there's also this
energy management aspect to it 'cause
366
:I think the, a natural reply is, why
aren't we just like that all the time?
367
:Wouldn't it be better to
just be HD all the time?"
368
:But, we don't actually need to be,
so that's why we have this pulsing.
369
:It's more so in circumstances
that we might need this input
370
:to to push our speed-accuracy
trade-off, not to navigate it.
371
:and so yeah, that sort of makes sense
in an energy optimization viewpoint,
372
:which, the brain is very much energi-
is optimized to not use too much energy
373
:when it doesn't need to and all that.
374
:yeah.
375
:Yeah, interesting-... kind of question.
376
:Speaker 2: Yeah, definitely.
377
:yeah, so you alluded to just now
some other branches, some other
378
:pathways that your lab has chosen to
follow based on the findings there.
379
:So yeah, maybe talk a bit about some
of the projects that you have going
380
:on now that you're excited about.
381
:Speaker: Yeah.
382
:I just finished and published,
a project, using tVNS.
383
:actually it was when I just first got
here, and I wanted to get going on
384
:something that like quickly that I could
have going while I, while I also started
385
:to develop something else, And yeah,
because I had this experience using TMS, I
386
:decided to combine the two and, it's very
basic question, but actually there, just
387
:wasn't a lot of information out there.
388
:so what I was interested in is
what the, what's the effect of
389
:these four second bursts of tVNS
on our corticospinal excitability?
390
:So I guess for some background, like the,
as I said earlier, locus coeruleus has
391
:all these kind of vast broad connections.
392
:and so through kind of these anatomical
tracer studies, it's known that
393
:there is this, these c- connections
with the motor cortex or direct
394
:connections in the motor cortex.
395
:so I was interested in if we
stimulate TVNS, is there this, a
396
:change in the balance of excito-
excitability in the motor cortex?
397
:and so when we use single pulse
TMS, we can just do pulses over
398
:the motor cortex and it creates
like a twitch in the muscle, which
399
:we call a motor evoked potential.
400
:And so that is just a measure of what's
the state of the corticospinal tract
401
:or the excitability within the tract.
402
:so basically what I did was, sat people
down, just did trains on the ear, sham
403
:and TVNS, and at these kind of set time
points within the train, I just did a
404
:ME- or elicited MEPs using T- using TMS.
405
:and then, measured the size of the
tw- twitch and averaged all the data.
406
:and so what we found was...
407
:So we measured just before as a
baseline, and then very shortly
408
:after the train on the stimulation
onset, and then at one second, two
409
:second, three second and four seconds.
410
:And then also, at five seconds, so one
second after the TV- the stimulation
411
:had finished, and at six seconds.
412
:this was all like across different trials.
413
:And so what we found was
there was an increase.
414
:the TVNS did create an increase in the
corticospinal excitability, but it was
415
:really specific to the, the time points
at which the TVNS was actually turned on.
416
:So not so much after it turned, was turned
off at those five and six time points,
417
:but more so in the train, particularly
in the kind of last section of the train.
418
:so if we turn on TVNS and then we measure
at three, we make MEPs at three and
419
:four, those are typically bigger than
the ones at the start of the train.
420
:and so yeah, it's just showing that
there does seem to be, when we, elicit
421
:a change in activity in locus coeruleus,
there does seem to be this, increase in
422
:excitability in the motor cortex as well.
423
:so yeah, that was we wanted to
really do that as maybe a foundation
424
:into seeing how this changes in
behavior and stuff like that.
425
:But, the TV- TMS experiments are quite
time costly,... because you have to
426
:do a lot of different trials, because
it, the MEPs can be quite noisy.
427
:And then with TVNS itself,
we also measured pupil size.
428
:And between each of the stimulations,
we wanted to allow enough time for the
429
:pupil size to come back to baseline.
430
:yeah, it ended up being
quite a long experiment.
431
:but I think, yeah, it's an Interesting
outcome and opens new avenues,
432
:I think, and is also, I think,
interesting from a cl- clinical
433
:perspective as well, particularly
for, stroke and stuff like that,
434
:Speaker 2: Mm-hmm.
435
:Yeah.
436
:I was gonna ask a bit about
possible clinical translation.
437
:One thing I'm just curious about is the
relevance of the pupil size, 'cause i-
438
:it's come up a couple of times here, and
I just was thinking for my own curiosity-
439
:... but also for viewers and listeners
who might be curious about what's the
440
:relevance of measuring the pupil size.
441
:Speaker: Yeah.
442
:Yeah.
443
:So I suppose, given that it's known that
locus coeruleus, has this, relationship
444
:with pupil size, where pupil size is
really driven by changes in activity
445
:in the region, and this is known,
quite well-established from animal
446
:studies but also in human studies,
like in fMRI studies, for example.
447
:If you do TVNS, you see an increase in
pupil, you typically also see an increase
448
:in the brain region, through fMRI.
449
:and so it's an established way of tracking
the effect or tracking if there's a
450
:change in the state of locus coeruleus.
451
:And so the reason we ha- we included
it in the study is because it
452
:gives us a more of a gold standard
of whether there is an effect.
453
:and so we did also see this clear
effect in the pupil size too.
454
:so that gives us a, a good feeling that
we're not just seeing things, that there
455
:is this clear effect on s- something
that we would expect there to be an
456
:effect, and then we also have this effect
on the motor evoked potentials too.
457
:so that's, yeah.
458
:The, and the thing is it's, experimentally
it's very easy to implement.
459
:You just have to quickly calibrate it,
and it's, then it's just continuously
460
:recording, and you just get the data.
461
:It's quite easy to work
with, that's why we like
462
:Speaker 2: it.
463
:Yeah, that's interesting.
464
:It's like a real time live biomarker just
as a confirmation of a proxy in a sense
465
:of just all the changes lining up and
coming together, and it, yeah, that's-
466
:Yeah ... that's really interesting.
467
:Speaker: Yeah.
468
:Yeah.
469
:It was interesting.
470
:I think that there, there's actually
some interesting stuff that came from it.
471
:it's good to see the effect, the
clear effect, and it was actually
472
:very similar, shape to what we'd seen
in a n- in our previous experiment.
473
:one thing that was interesting is, even
though at the group level there is these,
474
:both these changes in the MEPs and in the
pupils, they weren't actually correlated.
475
:and the timing was quite different too.
476
:So with the pupil, you see a
peak after about one and a half
477
:seconds, and then it dela- decays.
478
:Whereas, as I said, with the MEPs,
it's more like a ramp, a slower ramp
479
:through the, the onset of the TVNS.
480
:so- Yeah, that's interesting as to
why, both t- as I said, MFPs are quite
481
:noisy so that could be contributing.
482
:but there's also this idea that
the locus coeruleus might have
483
:these different sort of, nodes.
484
:So it's not like this, it's
not like one area that, that
485
:kind of reacts to everything.
486
:There might be little nodes and
maybe one node is more affected,
487
:is having a bigger effect on the
pupil and another node is having a
488
:bigger effect on the motor cortex.
489
:So that might be why we
see a lack of correlation.
490
:But, yeah, there's a lot more questions,
but, yeah, we'll need to do more
491
:studies to, to fully figure it out.
492
:Speaker 2: Yeah.
493
:Maybe how, like how the thalamus as a sort
of like an, uh, way station is all divided
494
:into various different components- itself.
495
:Yeah.
496
:Speaker: Yeah, exactly.
497
:Yeah.
498
:Speaker 2: in terms of that potential for
clinical translation, I was interested
499
:in your team's paper suggesting how,
not suggesting, but just explicating
500
:how locus coeruleus dysfunction is
implicated in disorders like ADHD,
501
:depression, neurodegenerative disorders.
502
:So I'm curious, particularly in
your work pairing tvNS with TMS,
503
:what would be some of your thoughts
about where you might foresee that
504
:tvNS could be applied clinically?
505
:Speaker: Yeah.
506
:I think there's a lot of
different, possibilities.
507
:I guess I'm coming more from a
motor neuroscience perspective.
508
:I think, and then having worked a bit
in stroke, I think a lot of the time in
509
:neurorehabilitation and stroke, people
are looking for ways to potentially
510
:change the excitation balance in the
brain, through brain stimulation,
511
:as a means to promote, plasticity.
512
:'cause obviously after you, you
have a stroke, usually affects
513
:motor cortex, to some degree.
514
:and so I think there's this kind of idea
if we can find ways to target changes
515
:in excitation in that region through
simulation, then maybe we could pair
516
:that with a, therapy like bimanual,
unimanual therapy or something like that.
517
:And then that would promote these
kind of plastic effects that
518
:would help the brain to recover.
519
:so yeah, I think having seen, this
effect that we saw, that there does
520
:seem to be this effect on motor
cortex, I think it's, yeah, it's grand
521
:to maybe continue to pursue that.
522
:And I think, as well, the kind
of fact that we saw the effects,
523
:what we call online, so when we're
actually applying the stimulation,
524
:not after is important too.
525
:Because it suggests that it should be,
these bursts that you pair with some
526
:sort of behavior, rather than sometimes
what you can see happen in, in rehab
527
:is like, "Oh, we'll sit the person down
and we'll do a priming brain stem for
528
:20 minutes, and then we'll do therapy."
529
:but I guess this speaks to more maybe
doing the two together, while- whilst
530
:you're, stimulating on the ear to
also be doing some sort of motor task.
531
:And, like that's maybe a strength
of the method is that it's actually
532
:amenable to that because it's quite...
533
:You can be mobile.
534
:you don't have to be...
535
:with TMS, you're stuck
under the coil a bit.
536
:and so yeah, I'm at-- I think
it's a, an interesting area.
537
:there's also the invasive vagus nerve
that we talked about, and that's a focus
538
:as well in that region or in that zone.
539
:and I think there starts, start-- there's
starting to be a consensus that the
540
:two should be paired together, within
that literature as well, I think so.
541
:so yeah.
542
:And then, that's just stroke.
543
:I think there, there's
also Parkinson's disease.
544
:so we know that Parkinson's
disease is really, driven by, the
545
:motor-- at least the motor symptoms
are driven by the, death or the
546
:degradation of the dopaminergic
neurons, in the basal ganglia.
547
:But, a- actually before that happens,
there's also a degradation in the
548
:noradrenergic, in the locus coeruleus.
549
:And so there's maybe possibility
for exploring the use of
550
:tVNS in that disease as well.
551
:Speaker 2: Yeah.
552
:it's really interesting.
553
:I think obviously the advantages in
terms of the possible, applications with
554
:something that's non-invasive that perhaps
the device would be portable, something
555
:that people could use, as you say,
while they're engaged in other kinds of
556
:rehabilitative activities or even outside
of a, enclosed clinical setting, something
557
:that might be possibly home-based with
remote supervision like tDCS has become.
558
:So- Yeah ... that by itself, the
technology lends itself to exploration
559
:or along those lines, I can imagine.
560
:Speaker: Yeah.
561
:Yeah.
562
:And it's-- I've-- we have, a custom
setup, but I think that there's
563
:ways to make it cheaper and, yeah.
564
:So I'm interested to see what
happens in, in that area.
565
:maybe I'd li- I'd like to work with
it in s- in the stroke populations
566
:as well, maybe someday, 'cause yeah,
I think it does have some potential.
567
:Speaker 2: I can remember, an episode
from a few months ago with Dr.
568
:Bernard Hommel, and Dr.
569
:Col Sado, they were talking a bit about,
in China where they're researching
570
:now currently, that they have these
sort of, uh, helmets, for lack of a
571
:better term, that s- sometimes some
young kids are wearing and they're
572
:having them, you know- Really?
573
:you see them around in the schoolyard
and it's, intended to help with
574
:ADHD or something along those lines.
575
:So this is the kind of thing,
that I wonder, 'cause with, yeah.
576
:Do you think there may be some future
applications, for example, like in
577
:attention deficit disorders or other kinds
of, maybe neurodegenerative disorders?
578
:Speaker: Yeah.
579
:I think, I think there is
a hypothesis about ADHD.
580
:for me, I think it's interesting, but
it's ... I would say there needs to
581
:be quite a bit more, basic work to
really be sure if it's worth pursuing,
582
:at, on a wide scale clinically.
583
:But I think there is a clear
potential for, for ADHD partly, at
584
:least partly being, driven by s-
deficits in the locus coeruleus.
585
:So I think the idea with ADHD is,
yeah, with the locus coeruleus
586
:I've-- there's a interesting kind
of a- aspect about the region.
587
:It has these kind of
different firing modes.
588
:so just at rest or in daily life
it has this kind of this, what
589
:we call the tonic firing rate.
590
:and so, this is just when you're in
daily life, whatever the baseline firing
591
:rate is, it's called the tonic firing.
592
:And then, when you're engaged in a
task, there's this phasic effect where
593
:there's this kind of sudden increase.
594
:and so I think the idea
with ADHD is that...
595
:And so to go back, sorry.
596
:So the t- the tonic firing is thought
to relate to, your arousal level.
597
:and it's said to follow this inverted
U-shape in the typical way we would think.
598
:So when your tonic firing is low,
you're this, in a sleepy state.
599
:it's, after you just woke up or it's, or
as you're supposed to go to bed, it might
600
:be promoting you trying to go to be- bed.
601
:and then in the middle when it's
at a moderate level, that's called,
602
:the optimal, task engaged zone,
where you have that feeling of
603
:being really locked in to a task.
604
:and then when it gets high, it's in
this, yeah, a- Where you can't really
605
:focus or having difficulty focus.
606
:and there's this hypothesis about
the tonic that it has this kind
607
:of metacognitive, role, mediating
between explore and exploit modes.
608
:So when we're in an environment
where we need to engage in a task
609
:to maximize rewards from a task,
we're put into that moderate zone.
610
:because it's moderate, it
maximizes the effect of the phasic
611
:inputs, when we're doing a task.
612
:and then as it starts to drift
forward, maybe as the rewards are
613
:becoming h- more hard to come by,
it's a signal to explore or to move
614
:somewhere else in our environment.
615
:I think the idea with ADHD is that, and
I think the evidence-- there is evidence
616
:that, that the tonic, firing is higher
than a typically developing population.
617
:And so the idea is that because
the tonic firing is higher,
618
:they're stuck in this explore mode.
619
:And so that's partly why they f- they
find it difficult to engage in tasks
620
:because this phasic input that kind of
contrasts against the tonic isn't really
621
:having an effect because there's just
this too high a level of tonic firing.
622
:and so then, yeah, I think, some of
the literature in terms of different
623
:drugs that are used with ADHD, and I'm
struggling to remember the precise names,
624
:but some of them have shown to improve
symptoms and also reduce, tonic firing in
625
:the locus coeruleus, which is why there
is this, maybe this idea has emerged.
626
:but yeah, I me- I've looked
into it a bit recently.
627
:I'd say like the literature base isn't
that strong, but it's hopefully gonna
628
:start to improve, 'cause yeah, it's, it
definitely makes sense when you think
629
:about this explore versus exploit.
630
:but yeah, I sometimes wonder,
yeah, is that the driver?
631
:Is it the cause?
632
:You know what I mean?
633
:Like-
634
:... it could be the case that the tonic
is firing because of something
635
:else, and then that's what's
putting them in this explore mode.
636
:it might not be just because
of the locus coeruleus.
637
:So that's the thing that's
difficult to parse out,
638
:Speaker 2: Yeah.
639
:Yeah.
640
:So it's, it is interesting though,
just even this idea about the subtle
641
:differences in neurocognitive systems,
between arousal and attention.
642
:'Cause you could see how those could
get conflated quite easily, but they're,
643
:they are understandably different, right?
644
:That whole wa- the idea about the
arousal being on that spectrum
645
:of hypervigilant, to comatose.
646
:And then the attention- Yeah ... being
perhaps more, as you say, s-
647
:somewhat related, but in some
ways not so related, right?
648
:Or as a subset.
649
:Yeah.
650
:and yeah, so figuring that out and then
mapping that onto different circuits
651
:and then understanding the relevance, as
you say, in what in real time in these
652
:kinds of studies with those types of-
tonic versus phasic, changes in, in how
653
:activity is being measured, over time.
654
:Speaker: Yeah.
655
:Yeah.
656
:It's just, yeah, it's an interesting
area and, it's-- we haven't really--
657
:we've tried to, in our experiments, try
to keep the tonic sort of, consistent
658
:between the sham and the tVNS, so that's
why we typically have more time after
659
:our trials to let everything settle down.
660
:... but maybe-- and so when we do the trains,
we're kind of-- our thought is more that
661
:we're more affecting the phasic part.
662
:I see ... but yeah.
663
:It's something maybe we'll try to
manipulate the tonic in future.
664
:I'm not sure.
665
:yeah, I think that there's maybe a couple
people in the lab who are interested
666
:in looking at these types of tasks in,
in people with ADHD or with anxiety.
667
:The kind of-- there's a similar
hypothesis about anxiety as well.
668
:and also with, PTSD as well, as
that's emerged as maybe having some
669
:sort of loc- locus coeruleus base,
or deficits or kind of unusual
670
:activity in the locus coeruleus,
671
:Speaker 2: Definitely.
672
:Yeah.
673
:You mentioned Parkinson's disease,
which is interesting because
674
:typically, the focus with Parkinson's
is on the dopaminergic system, not
675
:so much the noradrenergic system.
676
:But it's understandably involved
because of all the various different
677
:neuropsychiatric symptoms that,
that usually arise with Parkinson's.
678
:Yeah.
679
:But what in-- what would be the sense
that, tVNS might be applicable to
680
:help with symptoms of Parkinson's?
681
:Speaker: Yeah.
682
:I think it's, I think
there's a few things.
683
:I think one thing more, maybe not as a
treatment, but as a way to identify, a
684
:deficit, because what typically happens in
Parkinson's disease is that you have these
685
:kind of, precursor non-motor symptoms.
686
:and then what's happening in the
background is the degradation
687
:then of the dopaminergic
neurons is, has already started.
688
:And then by the time that you typically
get a di- like, you start to see
689
:an onset of motor symptoms, that's
typically the point where you get a
690
:diagnosis and then you get treatment.
691
:And yeah, there's treatments for the,
reasonably effective treatments for the,
692
:the death of dopaminergic neurons, which
can kind of- stave off the worst of the
693
:motor symptoms and eventually let them
plateau, whereas if there's no treatment,
694
:they just go very bad very fast.
695
:But I think, the kind of more what we--
the locus really starts to degrade earlier
696
:and actually a lot of the non-motor
symptoms match up with what we would think
697
:of as, changes in noradrenergic activity.
698
:So we have often difficulty sleeping,
which is if we think of this, curve
699
:where the tonic is setting moving
us into more like a sleep state.
700
:you have, yeah, sometimes difficult
cognitive, cognitive deficits, cognitive,
701
:difficulty with different kind of
cognitive tasks, which is also in
702
:some way related or could be related.
703
:And then, so yeah, you have these
kind of symptoms and maybe there
704
:could be some sort of system where...
705
:And then as I said, we have this
way of measuring the effects
706
:or measuring activity in the
locus areas through the pupils.
707
:So maybe, you could have kind of checkups
earlier ahead of time where you have a
708
:TVNS set up, and then you look at how
the TVNS is affecting the pupil size.
709
:And then maybe you might have someone who
comes in to some sort of, routine checkup
710
:and oh, they're not actually showing a
response in their pupils to the TVNS.
711
:That could be maybe a way to assess
if they have-- they're starting to see
712
:degradation in the locus coeruleus.
713
:versus there's not really a
way to do that with imaging.
714
:and then you can imagine like
the time point at which you start
715
:getting treatment really, affects
how the disease progresses.
716
:So if you come in and, then maybe
you can go to another sort of
717
:more, dopaminergic-based test.
718
:You're like, "Okay, they show deficits
in the pupil size test, and now we're
719
:gonna t-see if they actually have
the loss of dopaminergic neurons."
720
:And then that would allow you
to more quickly diagnose maybe
721
:Parkinson's before you start to see
the onset of the motor symptoms.
722
:and so yeah, obviously that would improve
the outcome because people are getting
723
:treatment earlier and that the time
at which you start getting treatment
724
:really affects how you progress.
725
:I see that's not really a treatment,
but more like a way to yeah,
726
:assess a biomarker, of whether
there should be a diagnosis.
727
:And then the other kind of aspect is
the treatment for Parkinson's disease is
728
:very much, centered on the motor symptoms
or addressing the dopaminergic deficit.
729
:whereas the non-motor symptoms can often
just continue to progress and they don't
730
:really, They're not really targeted.
731
:so maybe you could also have TVNS
later on as a, as a way to treat
732
:the non-motor symptoms as well.
733
:that's a bit more, uncertain
I'd say, but, I think, yeah,
734
:it's worth maybe looking into.
735
:Speaker 2: Yeah, absolutely.
736
:Thanks for explaining that.
737
:That's exciting both in terms
of, a functional biomarker for
738
:preclinical diagnostic purposes, but
also targeting, as you say, these
739
:under-recognized non-motor symptoms.
740
:so for clarity, it would be things
like, disorders of arousal, like as
741
:you say, like the sleep problems that
are o- often arise, attentional- Yeah
742
:more subtle kind of cog-
neurocognitive deficits.
743
:Speaker: Yeah.
744
:Yeah, exactly.
745
:So maybe you'd have someone come into
their family doctor and, they report
746
:these symptoms, and as I suppose right
now, probably not much is done or
747
:there's, there's certain things that
can be done, but there maybe is not
748
:a focus on whether, oh, this might be
the start of Parkinson's, And in an
749
:alternate reality then even the doctor
in their office could have some kind of
750
:setup with a pupil, camera that measures
pupil size and like a small stimulator
751
:just to get a sense of whether there
is maybe, oh, this person doesn't show
752
:any change in their pupil size in r- in
response to the TVNS compared with sham.
753
:actually I'm gonna refer them to,
to go and see if they have, the
754
:start of the degradation of...
755
:Because the degradation is occurring
in the dopaminergic neurons,
756
:it's just not really noticeable,
So you can catch it earlier.
757
:so yeah, it could be like more
of a change in the procedure.
758
:I think that's an idea that there
is out there, but not yet met.
759
:Speaker 2: Yeah.
760
:yeah.
761
:No, it's very interesting.
762
:It's, it strikes me that the more we
understand about this and the more
763
:that there are these interesting
technologies that, perhaps we're moving
764
:towards more precise, both in terms of
the diagnostic side, early diagnosis,
765
:allowing for earlier intervention,
but also precision neuromodulation
766
:of specific cognitive functions like
attention, arousal, these kinds of things.
767
:So it's really interesting.
768
:Speaker: Yeah.
769
:Yeah.
770
:I think there's a lot of potential ways
to go, like on, yeah, certainly on the,
771
:we do more basic neuroscience trying to
figure out how the brain works, but also
772
:applying that in the clinical space.
773
:I think there's, yeah, a lot of questions
emerging that are very interesting.
774
:Speaker 2: Yeah, for sure.
775
:thanks so much, Dr.
776
:Denyer.
777
:Ronan, thanks again for, joining us
today here, and it's just been super
778
:interesting to hear about your work and
your lab's work and, future directions.
779
:What kinds of projects are you focusing
on these days that, you're embarking on?
780
:Is there anything in particular, any
one study in particular that you're
781
:particularly looking forward to starting-
Yeah ... or getting further into?
782
:Speaker: Yeah.
783
:So I'm just in the middle of
collecting data for a new project.
784
:and it's, it's a behavioral
project with TVNS.
785
:so yeah, we're using this paradigm
called a forced response task.
786
:and actually it's a reaching variant.
787
:So we have this device called the
KinArm, where you can have people
788
:reach into this space and measure
their, the kinematics of their reach.
789
:and so they basically hear these
four tones and they're instructed
790
:you always need to move in some
direction on the fourth tone.
791
:and then shortly before that fourth
tone, we show the target that
792
:they should go to if they can.
793
:And so, we vary the time
that we show the target.
794
:And so you can imagine if you have half a
second, then you're gonna hit the target.
795
:whereas if you have maybe only
100 milliseconds, it's gonna
796
:be hard, to hit the target.
797
:And so by basically analyzing, their
success rate at these different times, we
798
:can create like a speed accuracy curve.
799
:and so one thing we're looking
at is whether TVNS, shifts that
800
:s- that, speed accuracy curve.
801
:So if you give a person, 100
milliseconds with TVNS versus sham,
802
:does that increase their success rate?
803
:and then, a related thing, within
the task, we're also looking at the
804
:effect on the vigor of the reach,
so how fast the person reaches or
805
:how ... the peak velocity of the reach.
806
:and so yeah, there's this kind of
idea that when we increase the speed
807
:at which we, decide, we also increase
the speed at which we move, and
808
:this we call like a co-regulation
of, decision and movement vigor.
809
:And so yeah, I'll be looking
into the reach too and, whether
810
:that is increased, with the TVNS.
811
:So a, yeah, more basic
motor neuroscience study.
812
:But, it's a really cool task and
I think having the reach, it gives
813
:like a real kind of richness to
the data, which is new for me.
814
:yeah, I'm looking forward
to exploring the data more.
815
:Speaker 2: Yeah.
816
:Yeah, that's super interesting.
817
:and you can see how, learning more about
the basic neuroscience in that regard
818
:could have potential clinical applications
for things like stroke rehabilitation
819
:that you were discussing beforehand.
820
:Speaker: Yeah.
821
:Yeah.
822
:Yeah.
823
:So in, in Dr.
824
:Voigtlab in UBC, she has a Ken
arm, and we use it all the time
825
:for different studies in stroke.
826
:and so it can be used as a device to
diagnose but also to administer rehab on.
827
:so yeah, certainly relevant to that.
828
:Speaker 2: Yeah.
829
:That's great.
830
:thanks again, Dr.
831
:Denyer Ronan.
832
:It's been really interesting.
833
:today's conversation really
highlighted something profound.
834
:I think that it, relatively simple,
non-invasive interventions-- Not simple,
835
:but I guess seemingly simple Yeah
836
:non-invasive interventions like
TDNS really can give us causal
837
:access to understanding deep brain
systems like the locus coeruleus.
838
:and I think for me, what's particularly
compelling is really the shift in
839
:understanding that it's not just
speeding up cognition but more, like
840
:optimizing it, improving the signal
to noise, stabilizing the attention,
841
:helping us understand the subtle
differences between systems like arousal
842
:and attention, and maybe even helping
the brain recover from errors in real
843
:time, which I think has really enormous
implications, not just for neuroscience,
844
:but for how we think about treating
conditions like ADHD, depression, stroke,
845
:neurocognitive disorders that we've been
discussing, and maybe even enhancing
846
:performance in healthy individuals.
847
:That's a whole other discussion
as well around ethics and such.
848
:But anyway, maybe we'll have to have
a follow-up discussion about those
849
:other interesting things, Ronan.
850
:And, yeah.
851
:But in the meantime, just wanna
wish you all the best, and thank
852
:you so much for joining me today.
853
:It's been such an
interesting conversation.
854
:Speaker: Yeah.
855
:Thanks so much for having me.
856
:It was, great chatting today.
857
:Speaker 2: Okay.
858
:Take care.
859
:All the best, and good luck
with all the projects that you
860
:and your lab are involved with.
861
:And, yeah, we're just looking
forward to seeing the papers
862
:that come out of your research.
863
:Speaker: Yeah.
864
:Thanks so much.
865
:Yeah, look forward to it.
866
:Speaker 2: Okay.
867
:Take care.
868
:All the best.
869
:Bye bye now.
870
:Speaker: Bye.
871
:Bye.
872
:Speaker 2: Happy St.
873
:Patrick's Day, by the
874
:Speaker: way.
875
:Oh, yeah.
876
:Technically, the perfect day.
877
:Yeah.
878
:Speaker 2: Yeah.
879
:Yeah.
880
:Perfect.
881
:Awesome.
882
:Okay.
883
:Cheers.
884
:All right.
885
:Speaker: All right.
886
:See you later.
887
:Speaker 2: Take care.
888
:All right.
889
:Bye bye.
890
:Thanks.
