Automated Speech Analysis to Differentiate Frontal and Right Anterior Temporal Lobe Atrophy in Frontotemporal Dementia
Jet M. J. Vonk,
No information about this author
Brittany Morin,
No information about this author
Janhavi Pillai
No information about this author
et al.
Neurology,
Journal Year:
2025,
Volume and Issue:
104(9)
Published: April 10, 2025
Frontotemporal
dementia
(FTD)
includes
behavioral-variant
FTD
(bvFTD)
with
predominant
frontal
atrophy
and
semantic
(sbvFTD)
right
anterior
temporal
lobe
(rATL)
atrophy.
These
variants
present
diagnostic
challenges
because
of
overlapping
symptoms
neuroanatomy.
Accurate
differentiation
is
crucial
for
clinical
trial
inclusion
targeting
TDP-43
proteinopathies.
This
study
investigated
whether
automated
speech
analysis
can
distinguish
between
FTD-related
rATL
atrophy,
potentially
offering
a
noninvasive
tool.
cross-sectional
used
data
from
the
University
California,
San
Francisco
Memory
Aging
Center.
Using
stepwise
logistic
regression
receiver-operating
characteristic
curve
analysis,
we
analyzed
16
linguistic
acoustic
features
that
were
extracted
automatically
audio-recorded
picture
description
tasks.
Voxel-based
morphometry
was
to
investigate
brain-behavior
relationships.
We
evaluated
62
participants:
24
22
healthy
controls
(mean
age
68.3
years,
SD
=
9.2;
53.2%
female).
Logistic
identified
3
(content
units,
lexical
frequency,
familiarity)
differentiating
overall
group
(area
under
[AUC]
0.973),
adjusted
age.
Within
group,
5
(adpositions/total
words
ratio,
arousal,
syllable
pause
duration,
restarts,
containing
"thing")
differentiated
(AUC
0.943).
Neuroimaging
analyses
showed
(lexical
content
"thing"
words)
linked
bilateral
inferior
structures,
(syllable
adpositions/total
ratio)
gyri,
socioemotional
(arousal)
areas
known
mediate
social
cognition
including
insula
structures.
As
composite
score,
this
set
uniquely
associated
Automated
demonstrated
high
accuracy
in
subtypes
provided
insights
into
neural
basis
language
impairments.
could
enhance
early
diagnosis
monitoring
FTD,
scalable,
alternative
traditional
methods,
particularly
resource-limited
settings.
Future
research
should
focus
on
further
validation
other
neuroimaging
or
fluid
biomarkers
longitudinal
cognitive
data,
as
well
external
larger
more
diverse
populations.
Language: Английский
Cytoarchitectonic gradients of laminar degeneration in behavioral variant frontotemporal dementia
Daniel T. Ohm,
No information about this author
Sharon X. Xie,
No information about this author
Noah Capp
No information about this author
et al.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: April 9, 2024
ABSTRACT
Behavioral
variant
frontotemporal
dementia
(bvFTD)
is
a
clinical
syndrome
primarily
caused
by
either
tau
(bvFTD-tau)
or
TDP-43
(bvFTD-TDP)
proteinopathies.
We
previously
found
lower
cortical
layers
and
dorsolateral
regions
accumulate
greater
than
pathology;
however,
patterns
of
laminar
neurodegeneration
across
diverse
cytoarchitecture
in
bvFTD
understudied.
hypothesized
that
bvFTD-tau
bvFTD-TDP
have
distinct
distributions
pyramidal
along
gradients,
topologic
order
cytoarchitectonic
subregions
based
on
increasing
density
differentiation.
Here,
we
tested
this
hypothesis
frontal
gradient
consisting
five
types
(i.e.,
periallocortex,
agranular
mesocortex,
dysgranular
eulaminate-I
isocortex,
eulaminate-II
isocortex)
spanning
anterior
cingulate,
paracingulate,
orbitofrontal,
mid-frontal
gyri
(n=27),
(n=47),
healthy
controls
(HC;
n=32).
immunostained
all
tissue
for
total
neurons
(NeuN;
neuronal-nuclear
protein)
(SMI32;
non-phosphorylated
neurofilament)
digitally
quantified
NeuN-immunoreactivity
(ir)
SMI32-ir
supragranular
II-III,
infragranular
V-VI,
I-VI
each
type.
used
linear
mixed-effects
models
adjusted
demographic
biologic
variables
to
compare
between
groups
examine
relationships
with
the
gradient,
long-range
pathways,
symptoms.
regional
expected
HC,
validating
our
measures
within
framework.
While
loss
was
not
related
bvFTD-TDP,
progressively
decreased
included
isocortex
vs
(
p
=0.039).
In
structural
model
connectivity
mesocortex
larger
ratio
mesocortex-to-isocortex
=0.019),
suggesting
select
long-projecting
pathways
may
contribute
isocortical-predominant
degeneration
bvFTD-tau.
highest
NeuN-ir,
=0.047),
occur
earlier
Lastly,
reduced
behavioral
severity
frontal-mediated
letter
fluency,
temporal-mediated
confrontation
naming,
demonstrating
relevance
specificity
bvFTD-related
Our
data
suggest
neurofilament-rich
clinically
relevant
feature
selectively
worsens
bvFTD-tau,
bvFTD-TDP.
Therefore,
tau-mediated
preferentially
involve
pyramidal-rich
connect
more
distant
types.
Moreover,
hierarchical
arrangement
gradients
be
an
important
neuroanatomical
framework
identifying
which
cells
are
differentially
involved
Language: Английский
Digital language markers distinguish frontal from right anterior temporal lobe atrophy in frontotemporal dementia
Jet M. J. Vonk,
No information about this author
Brittany Morin,
No information about this author
Janhavi Pillai
No information about this author
et al.
medRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Aug. 30, 2024
Within
frontotemporal
dementia
(FTD),
the
behavioral
variant
(bvFTD)
characterized
by
frontal
atrophy,
and
semantic
(sbvFTD)
right
anterior
temporal
lobe
(rATL)
present
diagnostic
challenges
due
to
overlapping
symptoms
neuroanatomy.
Accurate
differentiation
is
crucial
for
clinical
trial
inclusion
targeting
TDP-43
proteinopathies.
This
study
investigated
whether
automated
speech
analysis
can
distinguish
between
FTD-related
rATL
potentially
offering
a
non-invasive
tool.
Language: Английский
Clinical Recognition of Frontotemporal Dementia with Right Anterior Temporal Predominance; Consensus Recommendations of the International Working Group
medRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Oct. 21, 2024
Abstract
Accurate
diagnosis
of
frontotemporal
dementia
(FTD)
with
right
anterior
temporal
lobe
(RATL)
predominance
remains
challenging
due
to
lack
clinical
characterization,
and
standardized
terminology.
The
recent
research
the
International
Working
Group
(IWG)
identified
common
symptoms
but
also
unveiled
broad
terminologies
lacking
precision
operationalization,
risk
misdiagnoses,
inappropriate
referrals
poor
management.
Based
on
published
evidence
(91267
articles
screened)
expert
opinion
(105
FTD
specialists
across
52
centers),
IWG
delineates
three
primary
domains
impairment
causing
behavioral,
memory
language
problems:
(i)
multimodal
knowledge
non-verbal
information
including
people,
living
beings,
landmarks,
flavors/odors,
sounds,
bodily
sensations,
emotions
social
cues;
(ii)
socioemotional
behavior
encompassing
emotion
expression,
response
motivation;
(iii)
prioritization
for
focus
specific
interests,
hedonic
valuation
personal
preferences.
This
study
establishes
a
consensus
profile,
phenotypic
nomenclature,
future
directions
enhance
diagnostic
therapeutic
interventions.
Language: Английский
Cytoarchitectonic gradients of laminar degeneration in behavioural variant frontotemporal dementia
Daniel T. Ohm,
No information about this author
Sharon X. Xie,
No information about this author
Noah Capp
No information about this author
et al.
Brain,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Aug. 8, 2024
Abstract
Behavioural
variant
frontotemporal
dementia
(bvFTD)
is
a
clinical
syndrome
caused
primarily
by
either
tau
(bvFTD-tau)
or
transactive
response
DNA-binding
protein
of
43
kDa
(TDP-43)
(bvFTD-TDP)
proteinopathies.
We
previously
found
that
lower
cortical
layers
and
dorsolateral
regions
accumulate
greater
than
TDP-43
pathology;
however,
the
patterns
laminar
neurodegeneration
across
diverse
cytoarchitecture
in
bvFTD
are
understudied.
hypothesized
bvFTD-tau
bvFTD-TDP
have
distinct
distributions
pyramidal
along
gradients,
topological
order
cytoarchitectonic
subregions
based
on
increasing
density
differentiation.
Here,
we
tested
this
hypothesis
frontal
gradient
consisting
five
types
(i.e.
periallocortex,
agranular
mesocortex,
dysgranular
eulaminate-I
isocortex
eulaminate-II
isocortex)
spanning
anterior
cingulate,
paracingulate,
orbitofrontal
mid-frontal
gyri
(n
=
27),
47)
healthy
controls
32).
immunostained
all
tissue
for
total
neurons
(NeuN;
neuronal-nuclear
protein)
(SMI32;
non-phosphorylated
neurofilament)
digitally
quantified
NeuN-immunoreactivity
(ir)
SMI32-ir
supragranular
II–III,
infragranular
V–VI
I–VI
each
type.
used
linear
mixed-effects
models
adjusted
demographic
biological
variables
to
compare
between
groups
examine
relationships
with
gradient,
long-range
pathways
symptoms.
regional
expected
controls,
validating
our
measures
within
framework.
The
loss
was
relatively
uniform
bvFTD-TDP,
whereas
decreased
progressively
included
versus
(P
0.039).
Using
ratio
model
known
connectivity
mesocortex
isocortex,
larger
0.019),
suggesting
select
long-projecting
might
contribute
isocortical-predominant
degeneration
bvFTD-tau.
In
highest
NeuN-ir,
0.047),
occur
earlier
Lastly,
reduced
related
behavioural
severity
frontal-mediated
letter
fluency,
not
temporal-mediated
confrontation
naming,
demonstrating
relevance
specificity
bvFTD-related
Our
data
suggest
neurofilament-rich
clinically
relevant
feature
worsens
selectively
bvFTD-tau,
bvFTD-TDP.
Therefore,
tau-mediated
preferentially
involve
pyramidal-rich
connect
more
distant
types.
Moreover,
hierarchical
arrangement
gradients
be
an
important
neuroanatomical
framework
identifying
which
cells
involved
differentially
Language: Английский