70
l'hysica 126 B ( 1984 ) 70-81 North-ttolla,d. Amsterdam
BIOMAGNETISM:
Clan
AN A P P L I C A T I O N
OF SQUID
SENSORS
i'O M E D I C I N E
AN]] PHYS[,)b)(?f ~
Luca ROMANI
Istituto
The
di E l e t t r o n i c a
unrivaled
ability
physiological is g a i n i n g
of
significant is
SQUID
are
approach
proved
has
interest
being
to primary
both
in laboratory
even
for
to ensure
be
particnlarly
to
of s p o n t a n e o u s
Via C]neto
measure
in the human
made
and higher
t,o
magnetometers
activity
satisfactory
improvements
the study
Stato Solido - C.N.R.,
and p a t h o l o g i c a l
instrumentation
related
dello
the
higher
brain activity
demandin~
feasibility in
functions,
magnetic
started
~oma -
associated
1~elds
applica~ion~,.
in practical
loca]izin~
.*'Li:il
cerebra]
,,,'h[cl
state o~ ~rt <)I"
Nevertheless
operslion.
lr;ipmess~ve results
and in t h r e e - d i m e n s i o n a l
[+al,,
~ ne'~
in cli.~]~ca~ llse. The presenL
most
successful
level brain
weak
body has
and
Roman{) 42 - ] < { :
fast
The Piomaw
~ources,
like
those,
have oeen ~Jchieved also
locniLzat~m
of epilepti<
ili
for1.
10 9 i. I N T R O D U C T I O N Almost
fifteen
Superconducting (SQUID)
was
signals
initiated only
first
generated
h u m a n body
years
(i).
used
has
gained
for what c o n c e r n s
last few years, should
not
excitable
only
define
but
the
magnetic
in
an
applied
field.
biomagnetic
fields:
strengths,
reported frequency
about low
five
orders
as a few tens
of
the
fields action
fibers, (2).
potential
along
susceptibility
the
we should
can
supported
cardloorom
o
oeuIoqrarn
c-
myogrom fetal cardiogram encephaloqram
(.3 ,4- 10 3' ~3
his- pur klnje
cE3
E evoked
over be
propagation and
mention of
SQUID
that
,
I 0 -I
of
I_
overload serious by the
Finalizzato
0 3 7 8 - 4 3 6 3 / 8 4 / $ 0 3 . 0 0 © Elsevier Science Publishers B.V. (North-Holland Physics Publishing Division)
,
I
1
,
I01
I
,
102
I
10 3
frequency (Hz)
one
"in vivo"
iron
noise
For
conducting cardiac
by P r o g e t t o
rellnogrom cortical activlly
i0 u
as
take into account
or deficiency in patients a f f e c t e d by hematic pathologies became possible Work partially
currents
typical
(IO-15T).
isolated
measurements
a
studied
span
and
the
origin
obdomlnol
approximative
magnitude,
with
due
tissues shows
bandwidths,
of neural
Finally,
i
of the most
we should
by
those
some
versus
associated
both
of
t--
from
outside
lung and
of f e m t o T e s l a s
sake of c o m p l e t e n e s s also
we
produced
their
experimental
ma{Jnetlzed lung contaminants
c-
and
Figure
representation
in the
fields
those
in the
i0 e
not
originating
susceptibility
J
investigation
inside
also
contaminants
to
was thus
side.
those
flow
=a"
f
in the
especially
biomagnetic
consider
current
comprehensive
magnetic
interest
fundamental
,o
a
Device
activity
growing
but also,
cells,
magnetic
since
measure
on the c l i n i c a l
to
biochemical
to
by b i o e l e c t r i c
of human p h y s i o l o g y we
passed
Interference
A new field of r e s e a r c h
which
Were
have
QUantum
FI(]IIRE 1 rl'ypical amplitudes
and
main
f~elds.
b iomagnetic
£req~lency The
schematically represents ~he d i s t u r b i n g fields amp] ] tude~. "Tecno~ogie
BiomedJche
e ~an~tarie"
ranges
o[" the
shaded
lower
- !£H,.
range
area ot
G.L. Romani / Biomagnetism
biomagnetic
approach
and are
proving
to
be one
of the most promising clinical applications
investigation have
been
so far achieved.
illustrated
Proceedings (4).
milestones
in
of an Advanced
detail
of investigation
shall
consulted briefly
Nato Study Institute
by
modeling
the
interested
describe
can
fields
(6-8) and i n s t r u m e n t a t i o n
instrumentation, approach
the
(5) and several review articles
on specific topics can be
They
in
A comprehensive survey of the main
and
the
how
yield
a simple
significant
experimental
reader.
state
field
of
2. INSTRUMENTATION
(3).
Space l i m i t a t i o n s force us to s t r o n g l y limit the description of the general principles of the biomagnetic method as well as of the
art
(9)
71
2.1. Single channel systems As far people are
as instrumentation about to switch from
systems to multi-sensors ones.
is concerned, single channel
Indeed, for about
a decade e x p e r i m e n t a l i s t s have tried performances of systems like schematically
depicted
superconducting tail
of
a
assembly
in is
superinsulated
to improve the one Fig.2.
located
the
dewar
and
fiberglass
kept cold at liquid He temperature.
The SQUID -
We
either rf- or de-biased - is c o n n e c t e d
of
external
theoretical results
in
distributions
and
"flux
world
by
means
transformer".
loop,
of
This
a
A
inside
with the
superconducting
consists
of
a closed
one end of which - the "detection" coil -
senses the external field, while the other - the
l o c a l i z i n g active sources inside the body. Last,
"input" coil - is tightly coupled to the SQUID.
we
recently
A magnetic
study
of
produces
want
to
through
shall
focus
on
the
Rome
physiology
and
collected brain
by
some
results
group,
in the
pathology.
We
field applied an
induced
the
input
to the
current
coil,
detection coil
which,
in
turn
flowing
generates
remark that these are only few examples
of what
magnetic flux which is sensed by the SQUID.
is
and
is
the
in
the
going
on
demonstrating
all that
over
the
important
world progress
frequency
range
of
interest
flux
transporting is independent of frequency,
being
u n d e r s t a n d i n g of physioloy=~v and pathology of the
the circuitry all superconducting.
human body approach.
flux-to-voltage
can
be
achieved
by
the
biomagnetic
a In
conversion
SQUID provide,
after
and detection, the
The unrivaled
properties
appropriate
of
the
amplification
a voltage signal proportional to
magnetic
field
applied
to
the
detection
coil. The reason why people prefer to use a flux transformer be
lies
shaped
to
requirements following.
in that the detection coil can best
- as Under
suit
the
will appear optimization
experimental clear in the of the flux
t r a n s f e r r i n g conditions a significant portion of the
signal
energy
can
be
transferred
to
the
SQUID (9). The use of large diameter detection coils provides high field sensitivity: figures as
low
as
3
literature magnitude
lower
alternative point
out
are to is
fT
(9).
been
This
value
than
magnetic that
investigation
typical
is
other
diameter if high
and of
any
reported
detectors.
small
be preferred
required,
cases,
have
of for
However, detection
we coils
spatial r e s o l u t i o n
sources
sensitivities
the
reported
particularly
shallow
in
orders
of
for
(9). SQUID
are adequate to the task of measuring weakest biomagnetic fields.
In
the all
systems even the
2.2. Ambient noise A FIGURE 2 Schematic
of
the
cryogenic
deeper
glance
at
Figure
i points
out the
two-fold problem experimentalists are to cope when trying to perform biomagnetic measurements: assembly
typical b i o m a g n e t i c instrumentation.
for
a
to measure extremely weak fields in a very noisy environment. The shaded area in the upper part
G,L. Romani / Biomagptetism
72
of the
figure
range
of
noise
schematically
amplitude
of"
- which more
undesired
They
we
decreasing l Hz
(9)); at
harmonies, total
plus
frequencies,
due
Shielded solution the
density the
was
first
of
view
(i)
noise
prevent
and
of
the
used
other
electrical
four of these
SQUID
"spatial than
highly
principle
second-order insensitive
sometimes - probably
of
shielded
rejection (i0)
of
and
its
for
(Ii).
configurations detection
mass
Figure which
coil
The
splitting
single
the
generally
referred
sub-coils
having
of
a
depicts be
basic to
turns
based
coil as
mutual
and
this
in
3a)
magnetometer combination
(N)-sense
of
winding
-
coils
are
they
sense
field
and
gradiometers
named only
in space.
first-order the
higher
first orders.
(W-+/-)
back-to-back
shown for
gradiometers, Two
of
as the
first-order
arranged
assllmpt i(m
form
a
in the
coils,
the tabs
reduction. are
~econd-
is
unwanted
is
not
-
thal i ( enough
the to
Gradient
baseline
that
of
significantly
reduce
low-frequency
range
of
]he the
be the
i abricatin} for
adequate
super'conduct, ins in
intrinsic
proxJrrl[t'~
"balance"
m]
obtained
bv
balance, one
can
a constant
in
positioned
the
to its planes of
conditions
sufficient
Consequently,
is
Far
signal
or h a v i n g
achievable
appropriately
adjusting
or
rurl in
sati s ['actori Ly
practice
practical
to improve
the gradiometer. respect
the
accuracy
gradiometer
of coils
-
Pields
being c o n s t a n t Under
mechanical noise
is negligible,
grad1 ometer, relatively i.e. the dLstanee between
as
roo~s,
['or ren<)te
of" g r a d i o m e t e r s
experimental
of" d i s t u r b i n g
from the "baseline",
gradient.
a !lagnetor!letep shielded
and clinics.
the
source
~*pat~ ~l
third-order"
ar'e snccessl'uily
principle
adjacent
~
environiLents;
upon
-
These d e t e c t i o n
derivative
based
by
the urban noise
shielded
i~ aad
Lb{ ~uitable
operating
regarded
into
grad]crueler
where
vhici
de~_~ree of
('onsequenl ly,
laboratories
The
in
area(A)-
such that ~ A i x N i x W i = O . The c o n f i g u r a t i o n in 3b) provides zero n e t induced c ~ r e n t fields u n i f o r m
the
consists
shown
many
the
fields
ilLghe~' pro,,ided
third-order' g r a d i o m e t e r s
verified
to
lhi form
inside m a g n e t i c a l l y
IDeations,
olin]ca]
some of" the
even is
(3d).
or in weakly
f'ields
~c I,
i~otb
An
gradiometer
for
:i !'.tin I [) system
discrirnin~l:ion.
discrimiua tior~
hospital
spurious idea
also
on
given
achieve
cancellation.
gained
,:onfigurat lors
,,'i tln
gradiometer
gradients.
present,
in u n s h i e l d e d
can
to
has At
screening 3
proposed
feasibility
conditions.
are in use even
procedure,
was
used
to
must be used
instrumentations
assessment
spatial
used
use.
ago
because
environments,
achieve
possible
soils
cost and
problems
a noise
noisy
biomagnetic
detection
a first-order
years
large c o n s e n s u s
the
equal
space - which
discrimination",
ten
of
level
Gradiometers
Alternatively,
applied
and
},'lGI}R} Some
systems
the high
widespreading
a in
laboratories
hand,
for clinical
from
of multiple
high
a noise
the
claustrophobic
environments
to
consisted
Nowadays,
of "living"
serious
large
proximity
by means
guarantee
that
the
the exiguity
-
rooms
materials.
On
of
_
SZ
its
to Lhe
isolated
presence
permeability
than
therein.
and
at
which
-
at
featuring
contributions
close
their p e r f o r m a n c e s
number
noise,
in use in b i o m a g n e t i c
lower
which
roughly
frequency
in
ambient
conductivity rooms are
line
to
point
layers of high
in
interaction
area.
2.3.
more
to
"urban"
facilities
The
historical
c
as
in one Hz b a n d w i d t h
additional
the e x p e r i m e n t a l
namely
define
and a m p l i t u d e
spectral
instrumental
reducing
the
power
noise
2.4.
due
(~lOpT
iii) the
a
c o n s i s t of: i) -5 (~Sx]O T); ii)
field
variations,
as I/f
peaks
poses
should
the solar wind and the ionosphere,
show c i r c a d i a n
or
lower
magnetic
typically
"mieropulsations",
between
the
ambient
properly
signals.
the e a r t h steady m a g n e t i c its
indicates
the
gmadiometer
other, measured
has
prover]
noise
(12} and p e p m i t t e d
with
in
to the
operation
G.L. Romani / Biomagnetism
73
even in an unshielded hospital environment (ii). Practical putting close
measurements
the
as
source
possible
gradiometer, substantially
of to
are
performed
biomagnetic
the
lowest
by
fields
coil
as
of
the "pickup" coil, reducing the subtraction
the
thus effect
due to the other coils. The penalty we pay is a progressive reduction of sensitivity when using higher and higher order configurations.
This is
due to the sharing of the detected signal energy among all
the
inductive
elements
of
the
transformer:
not Only
the
input
coil
pickup coil,
but also
the
other coils
flux
and
the
of
the
gradiometer. To partially compensate this effect an
asymmetrical
used
(13).
inductance the
configuration
It -
pickup
and
tends
to
(3e,3f)
consequently
coil,
while
can
concentrate
the
be the
the energy appropriate
in
flux
balance condition is satisfied by enlarging the area of the compensating coils. 2.4. System performances Performances
of unshielded systems
based
on
rf-SQUIDs are generally satisfactory, being only a
factor
3-5
worse
than
those
achieved
in
magnetically shielded rooms. DcSQUID systems are still not so widespread,
but show noise figures
of i0 to 20 fT/~-~z (14).
It must be pointed out
that an "intrinsic" subject noise, many experimentalists, level
to
the
observed by
probably sets a minimum
sensitivity
required
is
for
instance the
standard
noise
level
measured in presence of a subject in the Berlin magnetically
shielded
instrumental noise The i/f behavior in typical
of
represents the
all
room
(15)
is about
the noise problem,
experiment demands
the
the
lower.
spectral density
biomagnetic
a serious
although
three times
instrumentations particularly
if
maximum sensitivity
in the very low-frequency range. The adoption of more
sophisticated
balancing techniques
multi-channel
system
operating
at
the
Neuromagnetism Laboratory at the NYU.
for
biomagnetic purposes at approximately i0 fT/H~z. This
FIGURE 4 The
should
probably overcome this drawback.
dewar at successive recording sites. Such a long duration
is
certainly
unpractical
and
becomes
unbearable with specific patients.
Furthermore,
the
measurements
non-simultaneity
costitutes
a
dramatic
spontaneous brain
of
magnetic
problem
activity,
in the study
which has
far only partially overcome (16). greatest efforts
have been
of
been so
Consequently,
devoted in the last
time to develop multi-channel instrumentation. At present few multi-probe systems are being tested in different laboratories.
Fig.
4 shows
an overall view of the dcSQUID system operating
2.5. Multi-channel systems
at the Neuromagnetism Laboratory of the New York
As
University (17). Five parallel signal channels 2nd-orders gradiometers appropriately positioned
mentioned before,
the importance of the
results obtained during the last three years has gathered
increasing interest from a
larger and
larger number of researchers and members of the medical
class.
One
of
the
most
serious
limitations of the technique when operating in the clinical field, is the overlengthy duration of a recording session. Typical runs require from 2 to 4 hours to get appropriate field mapping. This time is spent not only for data acquisition, but primarily in positioning the
to cover a portion of a spherical surface provide a sensitivity of 15-20 fT/H~z, above approximately 1 H z .
This performance is achieved
by means of electronic noise subtraction:
four
additional rfSQUID channels are located inside the same dewar and provide outputs proportional to the x, y, z component of the ambient field, and to the first gradient z. An appropriate mixing of these signals is subtracted from each
G.L. Romaui / Biomagnetism
74
standard
electroencephalo}Lraphy,
sensors order
a Ii
distributed
to
cover
the
a
to
devoted
to
These
data
of a "functional as
fast
as
reasonable
to
or
and
]f things
expect
~ast that
should facili
analMs~s the
to
_~ in
possibly
system
computer
image".
in
[5
dewars
of',
~Qpge
appropriate
s}~y
adequate
lar~
scalp.
coupled
inside
be
ties,
to r e c o n s t r u c t i n u few
these
will
proceed
years goals
]t are
ts riot
far-away . 3.
MODELING 3.1.
AN[) SOURCE
Source
The problem
of
in the human body The
forward
F]GUHE Close
up
view
under test Stato
a
four
gradiometric vector
one
5
rooms.
(19-2!)
-V/IW-
delln
systems
are
They use either (18)
with
the field
shows
a
system
Istituto
di
the
(18,20)
close-up
presently
Elettronica
This instrument,
unshielded 2rid-order
purpose the
of
the
2 cm
a
or
or
the
improved
performance
uses
oi
field
By s u b s t i t u t i o n a figure on
measurements similar
of
on
a
gradiometer
The
basis
of
final t a r g e t of
in
40
to the
10 fT/fH~z is preliminary with
a
(22).
being the setup
channels
of this new era, of systems
comparable
b
to
about
connected
We are just at the b e g i n n i n g number
coupled is
of four dcSQUIDs
dcSQUID
in
sensitivity,
approximately
the
the
8olido
four p r e - b a l a n c e d
rfSQUIDs,
fT/H~z.
four
at
for o p e r a t i o n
gradiometers
rfSQUIDs expected,
test
Stato
designed
gradiometers. with
view
under
dello
environments,
measured
a
conductor
(19,21).
channels
the
of a volume
balancing.
configuration
either
Fig.
Rome.
at the surface
the
electric
sysuem
Elettronica
multi-channel
shielded
magnetometer
meastming
di
to get optimal
least
in calculating,
f'lelds and/or
5
fo~'-gradiometer
istituto
o p e r a t i n 8 inside
source~
in two ways.
of" m a g n e t i c
in Rome.
channel
At
the
at the
8olido
signal
of
[dentifyin},~ electrical can be approached
pz-oblem consists
distribution potentials
¿,~)CALIZAT]ON
modelin[.
with
with that of
FIGURE a) The c u r r e n t generated
by a current
the
component
the
sphere
dipolar
flow and oF
source
dipole,
field
lines
b)Distributiom
off
the
magnetic
field
norma~
as
produced
by
tangential
surface
head s i l h o u e t t e
b
the magnetic
0.3
units
i.s added
of
radius
a
deep.
for clearness.
to the
G.L. Romani / Biomagnetism
as
generated
by
a configuration
known strength and position. tries
to
identify
the
of
sources
of
The inverse problem
sources
in
the
volume
conductor from the e x p e r i m e n t a l d i s t r i b u t i o n of fields and potentials at the surface. It is well known
that
solution,
the
latter
problem
has
no
unique
as infinite source c o n f i g u r a t i o n s can
what
75
happens
to
of the
component
scalp the
normal provides
intracellular
structure of the generators,
the
number
and
and on the physical
properties of the volume c o n d u c t o r are made,
an
approximate solution can be achieved. One of has
been
the simplest widely
used
modeling to
source,
account
for
which
excitable
volume
currents by
Fig.
current
flow
whereas
the
to
scalp
and
may
electrical
depicts
the
be
significantly
properties
of
the
distribution
of
the
the surface of a spherical medium,
as generated radius
a
current
dipole
below the surface. comparison.
a
the
by
posterior
i.e.
the
6b
the
dipole,
over
related
component of the magnetic field p e r p e n d i c u l a r to
cell activity and particularly for neural one is current
field
distribution of electric potentials depends also on
intervening tissue.
on
the
directly
currents,
if
hypotheses
of
information
affected
specific
potentials.
a m e a s u r e m e n t of the d i s t r i b u t i o n
account for the measured patterns. Nevertheless, some
electric
Consequently,
part
0.3
unit
of
deep
The sphere is inserted in the
of
The
a
head
silhouette,
calculated
pattern
for
shows
two
c o n c e n t r a t e d in an e l e m e n t a r y volume dV. Fig. 6a
regions of maximum field with opposite polarity.
shows
This
this
source
and
the
current
lines
a s s o c i a t e d with it, when immersed in an infinite medium with h o m o g e n e o u s conductivity. intracellular
ionic
the
currents
"volume"
flow.
s u r r o u n d i n g medium, printed
The outer
which,
black
Indeed
no
i.e. the
dipole
lines are
flowing
close the loop,
transverse
oriented
The
a r r o w represents the "primary" current,
circles
distribution
dipole
in
the
The heavy-
represent
the
magnetic
normal
positioned important is
at
the
magnetic field lines. It should be remarked that
depicted
in Fig.
the use
is
however, of
does
not
to oversimplify the problem:
schematically
population
representing
of
"equivalent"
neurons
dipole
mathematically
provides
derivable described only
the idea
activity
the
above
the
primary
For
diminished. shows
tool
which
is
only
sufficiently for
equations
Biot-Savart currents
radial one,
of
interest
the
from
an
in
the
configuration law
guarantees
contribute
to
the
sphere.
of
a one
This
technique by
the
the
pattern
tangential
direction
to
a
whereas the relative amplitudes are The
electric
potentials
pattern
similar symmetry - but for 90 ° rotation for
a tangentially
In conclusion, may
be
oriented
dipole,
the
relatively minor difficulties
expected
when
bioeleetrical sources by
trying
to
localize
magnetic measurements.
3.2. Source localization The i n t e r p r e t a t i o n of experimental magnetic patterns in terms of a simple model like the one described
above
hypotheses
concerning
currents being zero. This favorable situation is
and substantial measured and the
when more realistic geometries provided that some symmetry
by
by
6b is mantained as the dipole the
magnetic field, the n e t c o n t r i b u t i o n from volume partially saved are studied,
or
however,
symmetry
a
symmetry being lost when the dipole o r i e n t a t i o n is modified (23).
all
is limited to few KHz.
Maxwell
limit.
tilted
of
e l e c t r o m a g n e t i c relationships are
from
quasi-static
a
mean,
means and
of
biomagnetic measurements Consequently,
the
by
accessible
realistic as well. The frequency range
that
model
the
generated
the
to
surface.
magnetic
compensated,
that
a simple
of the
due
the
surface
center of
as
to
is
the
limitation
partially
calculated field
to
advantage
of such
is
tangentially
-
provided the
the
model
fundamental
are
satisfied
similarities between theoretical distributions
the are
c o n d i t i o n s are s a t i s f i e d (5, 23). Infact, if the dipole is immersed in a half-space with
observed - yields t h r e e - d i m e n s i o n a l localization of the e q u i v a l e n t generator. Generally the procedure consists in a five parameters fit -
h o m o g e n e o u s conductivity,
three for the c o o r d i n a t e s
or in
a
sphere
with
for the intensity
of the dipole and two
of its tangential
component -
h o m o g e n e o u s conductivity, or even a sphere with a r a d i a l l y varying conductivity, only the dipole
which
is
performed
itself c o n t r i b u t e s to the c o m p o n e n t of the field
numerical
procedures.
perpendicular
position is provided, together with the appropriate uncertainty region and a level of
to
the
surface
separating
the
medium from the air. By contrast, the tangential component of the field is determined by both the dipole
and the
volume
currents, similarly
to
by
means
of
As a result,
iterative the dipole
significance, which indicates the r e l i a b i l t y o f the localization.
G, L. Romani / Biomagnetism
76
IF
i 2 e~ !
v
i "\ \
"
\
theor.
exp.
{ d
e F [GUHE '7
a-c)
Example
of 3-D l o c a l i z a t i o n
of" the equivalent, source
the auditory
system
i KHz
sites.
experimental
The
localization
by means
of
and
of the source
tone bursts
theoretical
elicited
(0).
distributions
by 4 KHz
for ~ field pattern Crosses are
tone bursts
represent
shown
in
d)
is also shown
evoked
by s t i m u l a t i o n
tile experimental and
e~
the
A
el
recordJn~
respectively.
?he
(1). P
An
example
procedure
is
cent our
depicted
map
by
of
means
each r e c o r d i n g field.
The
site,
correspondance the
evoked
of
field.
the r e c o r d i n g and
was
the
scalp,
The
of
in the of
previous approach
by
distribution source,
as
localization elicited above
of"
but
component
of
the t r a n s v e r s e
of
-
in a-c)
( ),
In
source
than
that
this
region
of"
provided
auditory
cortex
is
95% c o n f i d e n c e
the skull
was
used
generator by
filled
which
cortical is
in
-
for
the centra[
localization.
identified circles
region
the also
- is localized
a r e a and good
in
which at
a depth
agreement
with
findings o b t a i n e d by the n e u r o m a g n e t i c (24). Indeed, the s i g n i f i c a n c e level
the
two
by
interval
(squares}
experiment
described
bursts.
The
location
backward
in
and deeper" - b=-'.b r, to i KHz stimulation.
oi" T2 mm g u a r a n t e e s
are
ef'fectiveiy
locations,
evaluated
for
with
tonotopic (2A) .
shows th(~
sotlrce
slight].'? shifted
direction,
sources
different agrees
equivalent
atso
case the level off si£sliftoan(:e .,o the ~ " flit: was l a r g e r t h a n 2q%. :{
temporal fitting
the
correspondin?
the
sphere,
equivalent
]so-field
the
7a-c)
i
{ulppoi't
second
the
best
is
t
i'i~!.
the
distribHtion
U~rthep
produced
with I KHz tone
of" the
comfit'ms
theoretica[
by r e p l i c a t i n g
in
distribution
one.
e). the
test
experimental
the
shown i n
which
appropriate cm,
an "evoked"
the
theoretical
calculated
is reported
the 95% c o n f i d e n c e
2.]
fop
the
provided
cover
sections
include
qO ms
200 times
NIO0
spatial
in
auditory
and
bs'
between
to
equivalent
three
measured
bursts,
was
large
The
agreement
the
provided
below The
portion
tone
map
positions
chosen
located.
as
thus p r o d u c i n g
the
iso-Eield
of" his
was r e p e a t e d
iso-field
>~15%
represents
subject
i KHz
The s t i m u l a t i o n
described
field p e r p e n d i c u l a r
stimulation of
The
d)
scalp of" a normal
system, long.
in
of the m a g n e t i c
correspondance
the
in Fig.7.
shown
distribution to the
illustrating
the
what
is
i'he higher
organization Also
tangential
the
component
larger
of
on t h e the
estimated of
the
depth
frequency
expected
tt,,at
positioned
ir~
value
~enerator basis
o]" t h e
auditory
(optex
values equivalent
Qt=3.8 A.m and Ot=4.] A.u r e s p e c t i v e l y with typical amplitudes of" cortical
ol
lhe
source- a~ree current
G.L. Romani / Biornagnetism
density available in the literature (24). We
have
dwelt
on
the
example
brain and develops into an incredible number
illustrated
above as it well focuses advantages and limits of the procedure and which kind of results one can
expect
when
localization. of
the
geometry
neuromagnetic
regions
of
the
for
head.
convolutions and fissures.
The
cortical
is
and
width
cells - is preferentially aligned in a direction
Furthermore,
it is expectable that the most active areas from a
inside fissures,
as they probably become essential for signals
functions.
like
related
for
instance
Nevertheless,
to
complex
higher
for
the present state of and
point
of
view
are
those
located
rather than those distributed
from
of
the
"primary"
the first
peripheral
areas,
analysis of
sensory
which
are
input signals
systems.
A
typical
procedure for investigating these areas consists
in the study of human physiology and pathology.
in "bombarding" the chosen system by repetitive stimulation and detecting fields which are time-locked to the stimulus over the appropriate
BRAIN MEASUREMENTS. the most
many
devoted to
has permitted achieving of significant progress
5.
magnetic
As a consequence,
along convolutions. This is fortunately the case
brain
art is satisfactory for many investigators,
Many of
constant
normal to the cortex surface.
more complicated source configurations should be interpreting
approximately
representing
studied, phenomena,
of
folds - namely,
within this 5 mm of grey matter at least one population of neurons - the so-called pyramidal
A crucial point is the inadequacy
spherical
particular
facing
77
important results
achieved
region of the scalp.
The neuromagnetic study of
so far by the
biomagnetic approach concern the
cerebral activity evoked by sensory stimuli has
investigation
of
marked several
brain
activity.
Although
cerebral magnetic fields are extremely weak, the interpretation probably the
of
scalp
favored by
skull,
represented
posterior and cortex covers
a
is
important
the particular geometry of
which by
distributions
can
sphere,
be at
milestones
the
achievements
investigation
of
satisfactorily
functions (6,25,26).
least
on
in
in the
understanding
of brain organization and functioning (6). Other
its
central portion. The cerebral all the basic structures of the
the
study
of
spontaneous brain
are
being
higher
collected
levels
of
in
brain
Our accent will be placed
magnetic
fields
activity which
related
to
is proving
to
be one of the most interesting research areas also from a clinical point of view.
v
a
b
Sub: R I (28y)
Sub: RI (28y)
-50
0
50
'"~°"
FIGURE 8 a)Relative Covariance pattern over the scalp of a normal subject reflecting the measured distribution of the magnetic alpha rhythm. The shaded area represents negative RC values, b)localization of the equivalent generators: the shaded circles represent the equivalent cortical area possibly involved.
G.L. Roma~H / Biomagtwtism
78
4.1.
Normal
The
alpha
strongest
spontaneous rhythm,
bioeleetrioal
arising
in
the
investigated,
(EEG)
electroencephalogram Hz
electric is
region
everybody.
The alpha waves
keeps
reduced
by
of
however,
experimentalists
the
simple
mental
possible
and
almost
At
and
or
by
present,
still
structure
the
generally
input
uncertain
location
of"
their source(s). The this
is
approach
from
relative
phase
possible
solution
of" m a g n e t i c
problem
consists
in
to
the
correlation this
between
procedure,
to as the Relative calculates and
around
the
electric is d i v i d e d
these
which
Covariance
covariance
the f r e q u e n c y
The e o v a r i a n c e
the
the EEG and the MEG and
method
filtering
recordings on
has (RC)
between
channels of" interest
which
or
The to
magnetic
stimu]ating
be
typical
values
of neural
c o m p a r.eod The
with
~-
['it provided
hypothesis
that
occipital
alpha
rhythm
by
two
produced approximately indicated
one
by
the
the
buring
measured
finding
the
been
we
FIGURE EEG
different signals
and MEG
9
focal
tracings
subjects.
RM
as r e c o r d e d
shows
in both MEG and EEG,
a quasi-rhythmic
activity
at about
clear while 2 Hz.
from
spike-
IE shows
the
and
those
are
s ti i l
of" the
epilepsies.
successfully
investigated
< '!,
sisera i
affected
the
neural
activity
is
source ett<)r't~
ppocednpe~
confront
-
i'his
relatively
gneatesL the
I:'}
intervals
distribution,
the
ot
'esu] ts
avail able
t?roll other
it should
be emphasized
iar
From
On the basis of
we can
o!" view.
studies
magnetic
pathological
Far achieved
research,
point
patients
refine
to
r(p~"esent~;
o~
[ntericLai
consequently, to
several
that
measured
devoted
localization
like
yeal-s
For sake of c l e a r n e s s that
and
cortex
['(><'i
method
clinical
- during
obtained with techniques.
Mr6
',Pa,
of"
area
a dipolar-like
localization
two
!athoiogica[
the scaIi~ of
concentrated:
Real-time
eptlel tic
thai
suggests
underlying have
ot
few
focal e p i l e p s i e s often display
FLK.
area
of
the
shown
over
the
for ~s
generat,ors
shown i n
promisLn~
from last
have
t:he
be a c c o u n t e d
neuromagrletic
rlost
the
to oi"
circle::.
Loca[izatien
of
3;2 )
as
i m~
currcnt~ .
portion
equivalent
h,y t h e
i.?.
o£
Large
~'qui v a l e n t
located the
too
suppor't
major
oi"
t ie[(~
strength
further
the
sides
visual
would
( ~ }~)
150 ffV
~qght
suppressed
dipole
deep
particularly
SUB. LE.
two
single
involving
M[6
the
~he
td)
The
l)asi
Jn
}'urthermore,
after
I1 pT
the
par't.icl)lar,
separately.
by the v a r i a n c e
I-~
on
In
and
is
or'
sourcet{.
wer'e seLective]y
]eft
a~
descr/bed
dipole,
shallower
alpha
scalp
ihe
pattern
interpr'eLed
sil%{le
(YS).
and
from
the
was
deep,
was prefferred
activity
R.M.
by
latter h y p o t h e s i s
'The i n v e s t i g a t i o n
SUB.
Lhe iso-RC
distribution
arguments
correspond
ma~ne t[c
riley come
actinp
by
reference
o!" the rlagnetic
sNbject
a quite
,
or" ~he IR:
R~; v a l u e s
8a shows
For
i t,, .
recor'din S
same
that
two s y n c h r o n o u s l y
af
[he
im-phase
fft'om s n o r m a l
either
all
the
pruvided
Fig.
procedure. due
to
positive
signals,
obtained
intens
r'ef]ects
or
out-of-phase
same source.
compensate
a spati~ I list:r/bution
Negative
electric
Io source for
respect
provides
coefficient
in repeated
with
lead,
the o e c [ p i [ a l
A
been r e f e r r e d
Hz).
positions
amounts
signals.
effect
magnetic
analysis,
in
measured
the
the
the
similar
to
signal
variations
off
of
in
(28),
study
information
recording
In
the
difficult,
getting
simultaneously signals.
to
particularly
that the n o n - s i m u l t a n e i t y prevents
studying
electric
several
neuromagnetic
phenomenon
the
possible
ffield.
the
when
are
tasks. are
A
over o1"
visual
execution
an
approximately
are s t r o n g e r
closed
[on~ ol
(f'/).
1929 -
scalp
the
the eyes
significantly
about
in
detectable
occipital subject
of
been
recording
signal
-
frequency
has
first
the
spontaneously
brain,
the
of
represents
activity
human
since
quasi-periodic i0
activity
which
classify
the
achieving,
source
in
all
the l'esults c] LnLcal
according
to
two
so
cases main
categories, d e p e n d i n g or not on the presence the EEGs of" repetitive spike-like si~nals
in oi"
G.L. Romani / Biomagnetism
Y
79
2 cm
Y
L~
A
R
l
L C FIGURE i0
a-c) 3-D localization of the equivalent source for subject RM
(frontal
lobe epilepsy).
The open and
the solid circles identify sources as obtained by the RC and the averaging method respectively. scan picture is shown in d). em
The CT
~v
l i
i' i
A
C FIGURE ii The RC method for subject EI (right motor epilepsy). approximative locations of the Sylvian and Rolandic fissures, as derived by a standard anatomical textbook are also shown, d) The spatial d i s t r i b u t i o n o f the RC over the r o l a n d i c area (units in cm).
a-c)
3-D
localization
achieved
by
the
G.L. Romani / Biomagnetism
80
large amplitude: procedure
can
i) those
be
distl-ibution o v e r can
be
studied
for which an a v e r a g i n g
parasitical
to get
localization
applied by
the
field
[n order to clarify the
in d) and well m a t c h e s
Covariance
category.
this s t a t e m e n t
belong
Fig.9
to
shows
the
first
simultaneous
EEG and MEG tracings,
two patients
affected
case
figure
-
-
present quite
in
RM,
subject
both
occurring
in the
E E G can
source
producing
provides
the
further
signals
Theiz" spatial
iso-field
elaboration. can
Covariance
procedure.
of
the
RC
be
analyzed The
coefficient
mentioned,
reflects
can as well serve
source. lower
quite
different
clearcut rhythmic
in
the
we
Fig.
achieve
affected should
by
be
lobe c l e a r l y between
by
circles)
and
excellent
can
history
sensory-motor
permit
Covariance
be
evaluated used
Subject
of
be checked
of
the
and
]nvolvin}{ surgical
f'of ~J] 1
(33)
approach ']o
The
has proved
the
these
we
by
the
experience
e n c o u r a ~ lng
important
ot
results
investigated overall
fo
source
and
t,'~
~
achievements.
(EI).
has
been
to
~ives Zn this of" the
who
the r i g h t removal
presentation
hint
about
research.
unavoidably
Few
examples.
limited
important
achievements
which
in
study
the
upon in
we
spaee
cardiomagnetic
least
mention
the
heart
study and
The
ul
of
activation state
the
space
reasons on
lhe
levels
enough
,i<~st toil('h
we
should
progress
conduction
bra in
of
to
aL
achieved
sjstem
of
the
ventriculsr
(/}.
of
the
fiiven
uniquenesses
irk
method.
field of map
o£ an in
drawback
unsurmountable development therefore
a
fundamental
that
fhe
advances
tc~ the and
approprJ atn
torso
r-equires ~ complete
epileptic
patient
}fours.
can
step }ikely
['his
prove
specific
are
of
recordin$,
the
t:o
<~ be
ih(,
systems
thanks
is
~~
patients,
multi-channel
decisive
serve
instance,
[hr'ee
which
with uP
or bur
in case
recorded
should
over
scalp
the even
local i z] n£
] Jm i t a t i o n s
We r e m a r k
sessions,
and and
3
slid
patterns
the
overlengthy
section
instrumental
/,
modeling
['ocus
biomagnetic
the
[rl section
procedures the
of
description
survey
region
in
dwelt
measurements,
of" aft; given
mapping
to
on
are being tulle< ted
fundamental the
been
L,oin[-
the abnorm~Jll,'¢ d e l a y e d
brief
shorter
for not
hi ~4}ler'
of"
Had
is
]'he survey' of" resnlts
have
functions.
has
what
We
to
is whi
to he gained.
ACKNOWLEDGEMENT:]
result
neuromagnetic basis
this
a
the b i o m a g n e t i c
serious
that
off
(solid
(open circles)
on the
~o tar
and
(29,3l).
just
is
which
procedure
patient,
been
others
l?he aim provide
typ[call,y
A comparison
the
iH
£roup
loea li zin,~,
of further
of
[n that
The same e n c o u r a g i n g
of
to
(RM)
epilepsy
patient
in
particularly
magnetic
localization
method
seizures
consequence
not
the results
lobe
averaging
validity
the
of the
calci['icatJon
for the second
localization
a
the
the RC
the
clinical
the
region
D. CONCLUS [©NS
a
quasiin
moment,
above.
"anatomical" both
(E:I),
localization.
frontal to
agreement.
is a c h i e v e d
can
a
shown by the CT scan.
this
provided
does
ii illustrate
right
related
a
appreciable
in
described
of"
depicts
the R e l a t i v e
source
]0 and Fig.
the p r o c e d u r e s
as
see
example
The m o r p h o l o g y
bandwidth
will
field -
localization
rather
signals
appropriate
eventually
case
(,v2 Hz)
Nevertheless,
as
alread,y
The EEG does n o t show
as well.
electric
averaging.
same
Relative
distribution
Fig.9,
signals,
activity tracing
pathologic
and,
situation.
for"
the
as
The second of
then
needed
which,
part
spike-like
magnetic
are saved
the
spatial
-
[lq
repot'ted
caser; have
several
group
promise
the
imp]ies
that of the magnetic
the e q u i v a l e n t the
using
for a t t e m p t i n g
shown
in
spikes
Alternatively,
recordings
therefore
by the same
maps
m~
ollr own
activity.
add
UCLA
in
distribution
contour
pathological
the a
a dozen by
successful
should
map
the a p p r o p r i a t e
but one the n e u r o m a g n e t ] c be
tso-RC
'he
showl]
spikes
This
generated
than
are
shows
signals
to them.
the e l e c t r i c a l
by the average.
EEG
the
area.
source
cortex,
investigated
for trigger[n~l
corresponding
magnetic
of
signals
ratio,
be used
Prom
in the
par~
the
noise
MEG which are t i m e - l o c k e d that: only
upper as
to
of" the
recorded
spike-like
channels:
signal
the average
second
of" r e a l - t i m e
by focal epilepsy,
simultaneous
~ood
which
and
four p o r t i o n s
More
we want to
examples,
rolandic
equiva]ent
Relative
following
respectively
the
the
is based on
the sensory
discuss
in
of
Fi~.]] ,a-c)
method.
first
cyst
and ii) those which
the scalp,
only
magnetic
shows hand
o1'
a
'}'he author help
in
the
particularly on m o d e l i n g due ~
is indebted preparation
author
wants
or" this
for his c o n t r i b u t i o n and source
to Dr'. S.N.Erng, critical
to llr. H.Leoni
revision to
thank
For hi~;
paper,
localization.
L~hanks are
['or helpl'lll s u g g e s t i o n s of all
the
and
to the section
manuscript.
the other
members
and 'r'he of"
G.L. Romani / Biomagnetism
the biomagnetic group of Rome, and in particular Prof. I.Modena for daily collaboration and useful discussions. Finally, special thanks are due to Prof. A. Paoletti, whose continous encouragements and guidance have helped to achieve the described results.
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