Quantifying Lymphedema with Non-invasive...
Transcript of Quantifying Lymphedema with Non-invasive...
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Quantifying Lymphedema with Non-invasive Methodology
Harvey N. Mayrovitz PhD
Professor of Physiology
College of Medical Sciences
Nova Southeastern University
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Plan: Four Major Areas
1. Measurement Considerations
A. Why measure / quantify?
B. Reliability/Repeatability
2. Measurement Methods
A. Limb girth and volume
B. Tissue Properties
C. Limb Bioimpedance
D. Tissue Dielectric Constant
3. Measurement Principles
4. Measurement Threshold Issues
Presentation slides will be available for download!
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1. Measurement Considerations
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A. Why Measure/Quantify?
• Evaluate at-risk patients
• Early detection Early Tx
Pre-Surgical
Baseline
Threshold Change Detection
Therapy
Initiation
Periodic Follow-ups
Measures and Criteria
•Limb Volumes and Metrics
•Limb Bioimpedance
•Local Tissue Water
Goal: Earlier Detection and Intervention
A Rationale and Sensible Approach
Dr. HN Mayrovitz
• Stratify LE severity
• Track Tx outcomes
• Documentation needs
• Research and Other Clinically Related Purposes
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B. Measurement Reliability
Minimal Detectible Change(MDC)
• What constitutes a “real” or “trustable”
Difference or Change?
I Like
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Subject Test11 20.62 24.33 27.34 21.25 22.76 21.67 27.38 21.29 20.5
10 24.711 24.612 25.3
Arm Girth (cm)
Example: Arm Girth Test-Retest for MDC
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Subject Test1 Test21 20.6 20.12 24.3 24.83 27.3 26.84 21.2 21.75 22.7 22.26 21.6 22.17 27.3 26.88 21.2 21.79 20.5 20.0
10 24.7 25.211 24.6 24.112 25.3 25.8
Arm Girth (cm)
Example: Arm Girth Test-Retest for MDC
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Subject Test1 Test2 Difference1 20.6 20.1 -0.52 24.3 24.8 0.53 27.3 26.8 -0.54 21.2 21.7 0.55 22.7 22.2 -0.56 21.6 22.1 0.57 27.3 26.8 -0.58 21.2 21.7 0.59 20.5 20.0 -0.5
10 24.7 25.2 0.511 24.6 24.1 -0.512 25.3 25.8 0.5
Arm Girth (cm)
AVG 23.4 23.4 0.0SD 2.48 2.45 0.5
MDC ≈ Z x SDd
SDd
Z-score
T2 – T1
Example: Arm Girth Test-Retest for MDC
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Z1Z2
- Z1- Z2
Probability that a value (difference or change)
lies between –Zi and +Zi
95% of valuesWhen Z = Z1 = 1.96
99% of valuesWhen Z = Z2= 2.58
Prob that a value lies between a Z score of ± 1.96 = 0.95
0Standardized Normal Distribution
Z’s are Z-scores
Prob that a value lies between a Z score of ± 2.58 = 0.99
-1.96 +1.96
Example: Arm Girth Test-Retest for MDC
Z-score
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Subject Test1 Test2 Difference1 20.6 20.1 -0.52 24.3 24.8 0.53 27.3 26.8 -0.54 21.2 21.7 0.55 22.7 22.2 -0.56 21.6 22.1 0.57 27.3 26.8 -0.58 21.2 21.7 0.59 20.5 20.0 -0.5
10 24.7 25.2 0.511 24.6 24.1 -0.512 25.3 25.8 0.5
Arm Girth (cm)
AVG 23.4 23.4 0.0SD 2.48 2.45 0.5
MDC ≈ Z x SDd
MDC = 1.96 x 0.5 ≈ 1 cm @ 95% confidence
• Any change ≥ MDC is considered “real” @ 95% CI
• Of N persons whoon a subsequent test, show a change ≥ MDC, then 95% of these are “real” changes
SDd
T2 – T1
Example: Arm Girth Test-Retest for MDC
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Take Home Messages
• Consider the purpose of the measurements being made
• Be informed as to the measurement method reliability
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2. Measurement Methods
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Limb Girth (Circumference)
• Girth Limb Volume or Sum of Girths
Manual - Optoelectronic
Limb Volume• Water Displacement Volume
Hand – Foot – Arm - Leg
Limb fluid content and its change• Bioimpedance BIA & BIS
Whole Limb
Methods Applicable JUST to LIMBS
Manual Optoelectronic
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Methods Applicable to ANY Location• Fluid Content via Tissue Dielectric Constant (TDC)
Forearm
Biceps
Signal
Generation
and
Processing
TDC
Value
Display
Foot Dorsum
TDC measurement
• Head
• Face
• Neck
• Breast
• Trunk
• Foot
• Toe
• Arm
• ETC
• Imaging: Ultrasound - MRI – Etc. Dr. Emily Iker
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Methods Applicable to MANY Locations
Fixed Indentation
Depth
Force Measured
• Tissue Properties: Tonometry / Indentometry
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Fixed Indentation
Depth
Force Measured
~1.3 mm
Methods Applicable to MANY Locations
• Tissue Properties: Tonometry / Indentometry
n = 89 forearms in N = 62 subjectsAge = 28.1 ± 7.1 yrs, seated - relaxedF1.3 = 56.6 ± 18.3 mN
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Methods Applicable to SOME Locations
Fixed Force
or Load
Indentation
Measured
• Tissue Properties: Tonometry / Indentometry
Pallota O. J Lymphoedema 2011;6:34-41Vanderstelt et al. LRB 2015;13(2)131-136a
High CV% 26.7-32%a
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Tissue Properties: Example Usages
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Tissue Properties: Example Usages
• Help characterize ISL Staging
Stage I no fibrosis
Stage II some fibrosis How much?
• Assess treatment affects on fibrosis
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200
220
240
260
280
300
320
340
Pre-Treat Post LLLT
Fo
rce (
g)
Affected Arm
Other Arm
200
250
300
350
400
450
Pre-Treat Post LLLT
Fo
rce (
g)
Treated Leg
Other Leg
Hardness Changes with LLLT
P<0.001
P<0.001
N = 38
Data from: Mayrovitz HN & Davey S. Lymphology 2011;44:168-177
Force
Indentation
(mm)
Arms
Legs
N = 38
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0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
Fo
rce (
F4
.0, N
)
N = 20 patients
Pre-Cool
Control
ArmLymphedematous Arm
Pre-cool Post-cool Post-Tx
P<0.0001
P<0.0001
P = 0.004
0
20
40
60
80
100
120
140
Fo
rce
(F
1.3
, m
N)
P<0.0001
P = 0.003
P = 0.839
N = 20 patients
Pre-Cool
Control
ArmLymphedematous Arm
Pre-cool Post-cool Post-Tx
Assessing Fibrotic Tissue Changes
~1.3 mm
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Hand and Foot Volumes
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Hand Volume: H2O Displacement
Ulna head
Z
Seg Vol = kZ [Ai + Ai+1 + (Ai Ai+1)1/2]
Depth
From: Mayrovitz HN et al. Lymphology 2006;39:95-103
Metrics
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200
250
300
350
400
450
500
550
600
200 250 300 350 400 450 500 550 600
VM = 1.02 Vw – 12.0 ml
r=0.985, p<0.001
N=60 Hands
Algorithm vs. Water Displacement
Volume by water displacement (VW, ml)
Vo
lum
e b
y A
lgo
rith
m (
VM
, ml)
LOA
± 9.8%
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200
250
300
350
400
450
500
550
with arm LE (n=20) no arm LE (n=20)
Han
d V
olu
me (
ml) Water
Perometer
Hand Volume: H2O vs. Perometer
Perometer values ~ 7.5%
greater than H2O values
r ~ 0.88
Data from: Lee MJ et al. Lymphatic Research Biology 2011;9:13-18
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200
250
300
350
400
450
500
550
with arm LE (n=20) no arm LE (n=20)
Han
d V
olu
me (
ml) Water
Perometer
Hand Volume: H2O vs. Perometer
Data from: Lee MJ et al. Lymphatic Research Biology 2011;9:13-18
Perometer values ~ 7.5% greater than H2O values
r ~ 0.88
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Figure-of-Eight: Hand volume Surrogate Pellecchia GL J Hand Therapy 2003;16:300-304
Maihafer GC J Hand Therapy 2003;16:305-310
cm (fig-8) vs. H2O displacement (ml)
R = 0.94-0.95 but only normal handsTracking ability unproven
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WaterDisplacement
Foot Volume: H2O Displacement
4
8
12 cm
0
12
L1
Y
X
A
B
C
D E F
Foot in Water Filled Volumeter
Outflow Tube
L2
Mayrovitz HN et al. Lymphology 2005;38:20-27
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WaterDisplacement
Metric Measures
Foot Volume: H2O Displacement
4
8
12 cm
0
12
L1
Y
X
A
B
C
D E F
Foot in Water Filled Volumeter
Outflow Tube
L2
Mayrovitz HN et al. Lymphology 2005;38:20-27
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Algorithm vs. Water Displacement
N = 60 feet
LOA = ± 9.3%
Mayrovitz HN et al. Lymphology 2005;38:20-27
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WaterDisplacement
PRO CON
• Direct – AccurateLimb/Hand/Foot volumes
• Especially for irregularly shaped limbs
• Impractical for whole limbs• Bulky equipment • sterilization procedures• Patient mobility• Patient flexibility• Open wounds
Manual Girth • Low cost• Portable• Easy to use• Whole legs measurable• Hand & Foot algorithms• Limited ROM no issue• Wounds are not an issue
• Multiple measurements• Time factor• Volumes from calculations• Site repeatability
Optoelectronic(Perometer)
• Quick • Small segment lengths• Stored Measurements• Automatic processing• Selective processing
• Accuracy depends on proper positioning• Patient mobility• Patient flexibility • Not portable• Space requirements• $$$
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3. Measurement Principles
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Limb Girth Volume
Manual
Geometric Modelor Algorithm
Circumferences@ 4 – 12 cm
intervals
0.95
1
1.05
1.1
1.15
0.4 0.5 0.6 0.7 0.8 0.9 1
= ratio of smaller to larger dimension
Cir
cu
lar
to e
llip
tic
al
vo
lum
e r
ati
o (
VC
/ V
E)
circular
VC/VE =(1/4) (1+ )3 /(1+)
A
B
a
b
L
C1
C2
General FrustumCalculation
Model
<5% difference for ratios > ≈ 0.6 So OK for most Arms & Legs
BUT Not OK for Hands or Feet
Dr HN Mayrovitz
Effect of Degree of Eccentricity
V =L(A2B-a2b)
3(A-a)
Circular/EllipticalVolume Ratio
Volume Tracking
Affected Limb
Contralateral Limb
Edema Volume
A1
A2
V = L/3 [( A1 + A2 + (A1A2)1/2]
= πL/2 [AB + ab + (abAB)1/2]LVP6.0 www.limbvolumes.org
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Foot-Plate
Rail
Frame
Perometer: Girth Volume
IR d
iod
es
Mayrovitz HN et al. Advances in Wound Care 2000;113:272-276
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D1
IR DiodeArray
D2
Area = KD1D2
Frame
Perometer: Basic Principle
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Bioimpedance Analysis •Bioimpedance (BIOZ)
•Bioimpedance Spectroscopy (BIS)
•Bioimpedance Analysis (BIA)
•Single Frequency BIA = SFBIA
•Multi-Frequency BIA = MFBIA
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Current Injecting Electrodes
Voltage MeasuringElectrodes
I
Basic Operating Principle
Mayrovitz HN Clinical Physiology 1998;18:234-242
Z = E/I
E
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Example: Leg Volumes: Supine StandLe
g Se
gme
nta
l Vo
lum
e (
ml)
Time (minutes)
Blood volume shift to lower extremities
Supine Standing Supine
-20 -10 0 10 20 30 40 50
2100
2000
1900
1800
Girth-VolumeMeasurements
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Z Depends on Frequency & Volume
Time (minutes)
Leg
|Z|
(W)
Supine Standing Supine
-20 -10 0 10 20 30 40 50
130
120
110
100
090
080
070
Z ~ (1 / f)
5 KHz
500 KHz
Fluid accumulation in leg
Z
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Bioimpedance AnalysisApplied to Lymphedema
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~
V
I
Z = V / I
Assessing Arm Lymphedema
Current
Source
Measured
Voltage
Current
Single Frequency BIA ECW
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Muscle
Bone
Skin
Fat5-10%H2O 70-75% H2O
15-20% H2O
Limb Electrically Conducting Structures
1
20
2
Conductivity
@ 5KHz
Relative to Bone
Bone
Muscle
Fat
65-75%H2O
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Basic Operating Principle
No cells
Just salineE
I
R = E/I
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No cells
Just salineE
I
R = E/I
Cell
Membrane
•Polarized
•Charge Separation
•Electrical Capacitance
Basic Operating Principle
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No cells
Just salineE
I
~
Z = E/I
Low
Frequency
High
Frequency
Sinusoidal
Voltage
ExcitationCurrent increases
with frequency
Basic Operating Principle
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Cell
Membrane
Cell Interior
Cm
Ri
Re
Multi-Frequency Analysis Basis
Cell Exterior
~E
I
Z = E / I
ECW
ICW
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0.000000
0.050000
0.100000
0.150000
0.200000
0.250000
0.300000
0.400000 0.500000 0.600000 0.700000 0.800000 0.900000 1.000000 1.100000
Cole-Cole Plot: Estimate Parameters
increasing
frequency
ReRiRe/(Ri + Re)
Cell
Membrane
Cell Interior
Cm
Ri
Re
Cell Exterior
~E
I
Z = E / IECW
ICW
Low fHigh f
ECW + ICW ECW
MFBIA = BIS
R∞ R0
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SFBIA = MFBIA for estimating ECW
York SL et al. Breast Cancer Res Treat 2009;117:177-182
Inter-Limb Z Ratios
Arm LEArm controlsLeg LE
Single Frequency Bio-impedance (BIA)
Mu
ltip
le F
req
uen
cy B
io-i
mp
ed
an
ce (
BIS
) 2.4
2.2
2.0
1.8
0.8 1.2 1.6 2.0 2.4
Both estimate
Re (Low f)
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So …. Why use MFBIA (BIS)?
ECW
ICW
• If ICW relatively unchanged even with LE then
may not have to depend on inter-arm ratios
• May be approximately true if muscle mass
does not significantly change since the largest
fraction of ICW is associated with muscle
Proposed Concept
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Local Tissue Water Assessment:Tissue Dielectric Constant (TDC)
Relative Permittivity (er)
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H
H
O-
+ +
-
+
+Dipole
What is Dielectric Constant?
H2O Molecule Charge Separation
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What is Dielectric Constant?
H
H
O-
+
+
+
H
H
O-
+
+
+
+
-
+
-
Hydrogen bonding
between water
molecules
2 H2O molecules
“Hook-up”
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What is Dielectric Constant?
+
-
Time varying
electric field
of force - E
Dipole movement
Displacement - D
of various types
D = e E
Dielectric
Constant
= ere0E
er = ratio e/e0 = TDC
H2O @ 32oC er = 76
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Measurement Devices
20 mm
Display has pressure
bar indicator during
measurement
Effective
measurement
depth is
between
1.5 & 2.5 mm
Multi-Probe
Effective measurementdepth is ~2.0-2.5 mm
0.5 mmdepth
%H2O
Artery
Nerve
Capillary
Duct
Epidermis
Dermis
Arteriole
Hair
Pore
Fat
Hypo-Dermis
Multi-Probe
Compact
5.0
mm1.5
mm
subcutis
skin
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Skin Water Distribution
Skin Depth (mm)
Sk
in W
ate
r C
on
ten
t (%
)
aData: Nakagawi N et al. SRT, 2010:16:137-141; Confocal Raman Spectroscopy bData: Gniadecka et al. J Invest Dermatol 1998: 110:393-398 NIR-Raman Spec
20-24 yrs
60-68 yrs
aDermis 70-75% H2O
N = 60
b70-90% Bound
0 50 100 150 200
Epidermis Dermis
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Data: Idy-Peretti et al. Int J Dermatol 1998;110:782-787 Hi-Res MRI N=21
Mobile water shows intense
Dermal Water in Lymphedema
1 mm 1 mm
Contralateral Leg Lymphedema calf
40% increase
in Calf
Dermal
Water in
Lymphedema
11 primary LE
10 secondary LE
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Gel
Entry
Echo
Dermis
Sub
cutis
0.93 ± 0.13
mm
Low water
content
High water
content
Normal Lymphedematous
Ventral Forearm
Interrogation
Depth (2.5 mm)
1.83 ± 1.28
mm
Effective Measurement Depth
Image modified from Mellor et al. The Breast J. 2004;10:496-503
Anterior Forearm
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TDC: Linear with Water Content
•Thresholds
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Free and Bound Water
Protein (1 g)
Bound H2O (0.2 – 0.5 g)
Limited Mobility H2O
~ 20 g
Free Mobile
H2O
Free Mobile
H2O
Free Mobile
H2O
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Fluid
Protein
Blood
Vessel
Bound H2O -Lymphatic Dysfunction
Lymph
Vessel
X
Bound and immobile water readily
measurable via TDC
Interstitium
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4. Measurement Threshold Issues• Girth and Volume Thresholds
• Volume Thresholds S
• Volume Thresholds F
• Bioimpedance Thresholds
• TDC Thresholds
• End
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Girth and Volume Thresholds
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Limb Girth & Volume LE Thresholds
Automated
Manual
GIRTHIf unilateral then lymphedema if
• inter-side differential > C1 cm or
if unilateral or bilateral then
• change from pre-surgery > C2 cm
VOLUMEIf unilateral then lymphedema if
• inter-side differential > V1 ml or
• inter-side ratio > g
if unilateral or bilateral then
• change from pre-surgery > V2 ml
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642Gebruers N et al . Clin Physiol Funct Imaging 2007; 27:17-22
Normal Arm Volume Differentials185 healthy females > 40 yearsDom > NonDom (1.8%)1
1Dylke ES et al. Lymphatic Research and Biology 2012;10:182-188
100 healthy females: 50.6 ± 18.2 yearsVolumes by water displacementDom > NonDom (2.0%)2 @ 2300 ml
ABC
D10 cm10 cm
10 cm
10 cm
• Girths by Perometer• Volumes by frustum
Dom = 0.979NonDom + 97 ml (± 149 ml)
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0
5
10
15
dominant non-dominant
Volume Thresholds: %Differences between Arms to be Judged as Lymphedema
2.0 SD 2.5 SD 3.0 SD
Calculated based on bilateral measurements of 185 healthy (non-lymphedematous) women age >40with girths measured via Perometer but volumes determined via truncated cone at 10 cm intervalsDylke ES et al. Lymphatic Research and Biology 2012;10:182-188
10%
7.5%
12%
9.5%
14%
12%
% of cases 95.4%
If affected arm is
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0
5
10
15
dominant non-dominant
Volume Thresholds: %Differences between Arms to be Judged as Lymphedema
2.0 SD 2.5 SD 3.0 SD
Calculated based on bilateral measurements of 185 healthy (non-lymphedematous) women age >40with girths measured via Perometer but volumes determined via truncated cone at 10 cm intervalsDylke ES et al. Lymphatic Research and Biology 2012;10:182-188
10%
7.5%
12%
9.5%
14%
12%
% of cases 95.4% 98.7% 99.7%
If at-risk arm is
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0
20
40
60
80
100
12 months 30 months
Lym
ph
ed
em
a R
ate
(%
)
2 cm
200 ml
10% volume
Arm Lymphedema Metric Criteria
Differences • Between sides • or vs. baseline
Data from: Armer et al. J. Lymphoedema 2009;4:14-18
LE rate dependent on criteria used
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Bioimpedance Thresholds
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3SD
Lymphedema
Thresholds
Non-Dom / Dom
Dom = at-risk
1.134
Non-Dom = at-risk
1.106
R∞
R0
Ri
Ri
R0
R0DOM
R0NONDOM
360.1± 45.8 354.8 ± 45.9
266.5 ± 39.2 257.8 ± 39.4
1052.3 ± 276.2 966.7 ± 264.9
2.988 ± 0.653 2.781 ± 0.595
0.986 ± 0.040
Nondomnant Dominant
172 paired arms
Data from: Ward LC et al. Lymphatic Research Biology 2011;9:47-51
Bioimpedance Thresholds: Inter-arm ratios Judged to Detect Lymphedema
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TDC Thresholds
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0.970
0.980
0.990
1.000
1.010
1.020
1.030
Age > 40 0.999 0.993 0.997 0.989
Age <=40 1.010 1.011 1.014 1.013
0.5 mm 1.5 mm 2.5 mm 5.0 mm
N 135 50 110 115 225 80 90 25
P=0.08
TDC Ratios: Inter-arm (Forearm)Slight Age Difference Tendency
SEM
P=0.43 P=0.05 P=0.19
Do
m/N
on
-Do
m
1.002 1.002 1.001 0.995± 0.083 ± 0.069 ± 0.077 ± 0.079
ALL
Depth
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1.14
1.16
1.18
1.20
1.22
1.24
1.26
1.28
Age > 40 1.26 1.22 1.24 1.24
Age <=40 1.22 1.20 1.19 1.20
0.5 mm 1.5 mm 2.5 mm 5.0 mm
TDC Thresholds: Inter-arm ratios (Forearm) Judged to Detect Lymphedema at 3SD
N 135 50 110 115 225 80 90 25
1.251 1.209 1.233 1.232N = 185 225 305 115
Do
m/N
on
-Do
m
Depth
1.25
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Thanks to my many studentcollaborators and thanks to
ALL OF YOU FOR YOUR ATTENTION
All slides are available at lymphedema-research.org/nln2016.html
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