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American Journal of Obstetrics <strong>and</strong> Gynecology (2004) 191, 856e61<br />

IMAGING<br />

<strong>Levator</strong> <strong>ani</strong> <strong>thickness</strong> <strong>variations</strong> <strong>in</strong> <strong>symptomatic</strong> <strong>and</strong><br />

a<strong>symptomatic</strong> women us<strong>in</strong>g magnetic resonance-based<br />

3-dimensional color mapp<strong>in</strong>g<br />

Lennox Hoyte, MD, a Marianna Jakab, MS, a Simon K. Warfield, PhD, a<br />

Susan Shott, PhD, b George Flesh, MD, a Julia R. Field<strong>in</strong>g, MD c<br />

Harvard Medical School, Boston, Mass, a Rush University, Chicago, Ill, b <strong>and</strong> University of North Carol<strong>in</strong>a at Chapel<br />

Hill, Chapel Hill, NC c<br />

Received for publication December 28, 2003; revised March 31, 2004; accepted June 21, 2004<br />

KEY WORDS<br />

<strong>Levator</strong> <strong>ani</strong><br />

Magnetic resonancebased3dimensional<br />

reconstruction<br />

Color <strong>thickness</strong><br />

mapp<strong>in</strong>g<br />

3-dimensional slicer<br />

Pelvic organ prolapse<br />

Pelvic floor<br />

dysfunction<br />

Magnetic resonance imag<strong>in</strong>g (MRI) has greatly<br />

improved our ability to study the organs <strong>and</strong> tissues of<br />

the pelvis <strong>in</strong> women. St<strong>and</strong>ard 2-dimensional MRI has<br />

been used to assess the anatomy of the female pelvic<br />

floor <strong>in</strong> cadavers <strong>and</strong> liv<strong>in</strong>g women. 1-7<br />

This research was supported by NIH P01 CA67165-06 <strong>and</strong> P41<br />

RR13218, the June Allyson Foundation <strong>and</strong> the Society of Uro-<br />

Radiology.<br />

Repr<strong>in</strong>ts are not available from the authors.<br />

0002-9378/$ - see front matter Ó 2004 Elsevier Inc. All rights reserved.<br />

doi:10.1016/j.ajog.2004.06.067<br />

www.elsevier.com/locate/ajog<br />

Objective: This study was undertaken to develop <strong>and</strong> test a 3-dimensional (3D) color <strong>thickness</strong><br />

mapp<strong>in</strong>g technique on levator <strong>ani</strong> imaged with magnetic resonance imag<strong>in</strong>g (MRI).<br />

Methods: Sup<strong>in</strong>e MRI datasets from 30 women were studied: 10 a<strong>symptomatic</strong>, 10 with<br />

urodynamic stress <strong>in</strong>cont<strong>in</strong>ence, <strong>and</strong> 10 with pelvic organ prolapse. <strong>Levator</strong>s were manually<br />

outl<strong>in</strong>ed, <strong>and</strong> <strong>thickness</strong> mapp<strong>in</strong>g applied. Three-dimensional models were colored topographically,<br />

reflect<strong>in</strong>g levator <strong>thickness</strong>. Thickness <strong>and</strong> occurrences of absent levator substance (gaps)<br />

were compared across the 3 groups, us<strong>in</strong>g nonparametric statistical tests.<br />

Results: Color <strong>thickness</strong> mapp<strong>in</strong>g was successful <strong>in</strong> all subjects. There were statistically<br />

significant differences <strong>in</strong> <strong>thickness</strong> <strong>and</strong> gap percentages among the 3 groups of women, with<br />

thicker, bulkier levators <strong>in</strong> a<strong>symptomatic</strong> women, compared with women with prolapse or<br />

urodynamic stress <strong>in</strong>cont<strong>in</strong>ence.<br />

Conclusion: Color <strong>thickness</strong> mapp<strong>in</strong>g is feasible. It may be used to compare levators <strong>in</strong><br />

<strong>symptomatic</strong> <strong>and</strong> a<strong>symptomatic</strong> women, to study relationships between levator <strong>thickness</strong> <strong>and</strong><br />

pelvic floor dysfunction. This technique can be used <strong>in</strong> larger studies for hypothesis test<strong>in</strong>g.<br />

Ó 2004 Elsevier Inc. All rights reserved.<br />

In seek<strong>in</strong>g to better underst<strong>and</strong> the specific anatomic<br />

defects that may correlate to female pelvic floor dysfunction,<br />

our group evaluated the morphology, volume, <strong>and</strong><br />

<strong>in</strong>tegrity of the levator <strong>ani</strong> <strong>and</strong> the bladder neck, us<strong>in</strong>g<br />

reconstructed 3-dimensional (3D) MR-based models <strong>in</strong><br />

liv<strong>in</strong>g women. Field<strong>in</strong>g et al 8 demonstrated the feasibility<br />

of the 3D technique <strong>and</strong> yielded early estimates of the<br />

normal range of levator volume (39 G 57 mL) <strong>in</strong> a group<br />

of 10 a<strong>symptomatic</strong> women aged 22 to 33 years. Our<br />

subsequent study used MR-based 3D reconstruction<br />

techniques to evaluate a group of 30 women, divided


Hoyte et al 857<br />

Figure 1 A reconstructed levator is shown <strong>in</strong> brown, with the<br />

symphysis (S). Views of the front, left, <strong>and</strong> right sides are<br />

shown. In the front view, the <strong>in</strong>ner layer faces the label I, <strong>and</strong><br />

the outer layer faces the label O. Additional images <strong>and</strong> video<br />

can be found onl<strong>in</strong>e at www.us.elsevierhealth.com/ajog.<br />

Figure 2 Three views of a color-mapped levator are shown.<br />

The color bar on the left shows the <strong>thickness</strong> (<strong>in</strong> millimeters)<br />

correspond<strong>in</strong>g to the colors seen. Additional images <strong>and</strong> video<br />

can be found onl<strong>in</strong>e at www.us.elsevierhealth.com/ajog.<br />

<strong>in</strong>to 3 groups. Ten women were a<strong>symptomatic</strong> (ASY), 10<br />

had urodynamic stress <strong>in</strong>cont<strong>in</strong>ence (USI), <strong>and</strong> the f<strong>in</strong>al<br />

10 had <strong>symptomatic</strong> pelvic organ prolapse (POP). 9 That<br />

pilot data showed significant differences <strong>in</strong> levator<br />

volume, <strong>in</strong>tegrity, <strong>and</strong> shape across the range of ASY<br />

to USI to POP, suggestive of a cont<strong>in</strong>uum of disease from<br />

ASY to USI to POP. Dur<strong>in</strong>g that study, our observations<br />

of the 3D reconstructed images suggested that levator<br />

<strong>ani</strong> <strong>thickness</strong> may be a strong marker for pelvic muscle<br />

health, but we believed that our efforts for objectively<br />

quantify<strong>in</strong>g this parameter were unsatisfactory. Therefore,<br />

we sought to develop a technique for describ<strong>in</strong>g<br />

levator muscle <strong>thickness</strong> that was visually <strong>in</strong>tuitive,<br />

mathematically consistent, <strong>and</strong> feasible for research<br />

comparison across large groups of subjects. This article<br />

presents the results of our <strong>thickness</strong> mapp<strong>in</strong>g technique,<br />

applied to evaluate <strong>and</strong> compare the <strong>thickness</strong>es of<br />

levators from the 30 subjects <strong>in</strong> our prior study. 9<br />

Material <strong>and</strong> methods<br />

This is a secondary analysis of a previously presented<br />

data set. 9 In that study, we evaluated 3 groups of women,<br />

10 ASY, 10 USI, <strong>and</strong> 10 POP, rang<strong>in</strong>g <strong>in</strong> age from 38 to<br />

78 years. Mean age <strong>in</strong> the ASY group was 51 years, with<br />

a range of 41 to 69 years. Subjects <strong>in</strong> the USI group were<br />

slightly younger, with a mean age of 48 years (range 38-<br />

56 years). The POP group was slightly older, with a mean<br />

age of 57 years (range 42-78 years). Of the 10 subjects<br />

<strong>in</strong> each group, there were 4, 6, <strong>and</strong> 6 postmenopausal<br />

women <strong>in</strong> the ASY, USI, <strong>and</strong> POP groups, respectively.<br />

Among postmenopausal subjects, hormone replacement<br />

was used by 1 <strong>in</strong> the ASY group, 2 <strong>in</strong> the USI group, <strong>and</strong><br />

1 <strong>in</strong> the POP group. If ‘‘estrogen-exposed’’ subjects are<br />

def<strong>in</strong>ed to <strong>in</strong>clude premenopausal <strong>and</strong> estrogen-us<strong>in</strong>g<br />

postmenopausal women, there were 7 estrogen-exposed<br />

women <strong>in</strong> the ASY group, 6 <strong>in</strong> the USI group, <strong>and</strong> 5 <strong>in</strong><br />

the POP group. Further details of subject selection, MR<br />

scann<strong>in</strong>g protocol, image segmentation, <strong>and</strong> 3D reconstruction<br />

techniques are further described <strong>in</strong> our previous<br />

article. 9 Our group had previously developed<br />

a technique for characteriz<strong>in</strong>g <strong>and</strong> color-cod<strong>in</strong>g bladder<br />

wall <strong>thickness</strong> from computed tomographic (CT) images<br />

<strong>in</strong> an attempt to screen for bladder tumors. 10,11 We<br />

modified this technique to measure <strong>and</strong> color code<br />

levator <strong>ani</strong> <strong>thickness</strong>.<br />

Preparation of the MR data for color<br />

<strong>thickness</strong> mapp<strong>in</strong>g<br />

<strong>Levator</strong> <strong>ani</strong> muscles on the source axial MR images<br />

are manually segmented. The ‘‘<strong>in</strong>ner’’ <strong>and</strong> ‘‘outer’’ surfaces<br />

of the levator are identified on each slice of the<br />

segmented data. The <strong>in</strong>ner surface is def<strong>in</strong>ed as that<br />

part of the levator that faces medially or superiorly <strong>in</strong><br />

situ, <strong>and</strong> the outer surface is def<strong>in</strong>ed as the part that<br />

faces laterally or <strong>in</strong>feriorly. A 3D reconstruction is then<br />

made from the segmented data. This is clarified <strong>in</strong><br />

Figure 1, where a reconstructed levator is shown with<br />

the <strong>in</strong>ner <strong>and</strong> outer surfaces labeled.<br />

Color <strong>thickness</strong> mapp<strong>in</strong>g algorithm<br />

An algorithm is applied to each po<strong>in</strong>t (P<strong>in</strong>ner) on the<br />

levator <strong>in</strong>ner surface, measur<strong>in</strong>g its distance from all<br />

po<strong>in</strong>ts on the outer surface. The distance to the closest<br />

po<strong>in</strong>t on the outer surface is taken as the <strong>thickness</strong> of the<br />

levator at po<strong>in</strong>t P<strong>in</strong>ner. After the <strong>thickness</strong> is determ<strong>in</strong>ed,<br />

each po<strong>in</strong>t (or pixel) on the reconstructed image is<br />

colored to correspond to its <strong>thickness</strong>. The range of<br />

colors used goes <strong>in</strong> the order blue, green, yellow, orange,<br />

<strong>and</strong> red, where blue is the th<strong>in</strong>nest <strong>and</strong> red is the<br />

thickest. Each levator is then <strong>in</strong>spected, <strong>and</strong> its <strong>thickness</strong><br />

at each po<strong>in</strong>t determ<strong>in</strong>ed from its color. An example of


858 Hoyte et al<br />

a color-mapped levator is given <strong>in</strong> Figure 2, along with<br />

a legend for mapp<strong>in</strong>g the colors back <strong>in</strong>to distances <strong>in</strong><br />

millimeters.<br />

Data collection <strong>and</strong> statistical analysis<br />

Each levator is then divided <strong>in</strong>to 4 quadrants, left<br />

anterior (LA), left posterior (LP), right anterior (RA),<br />

<strong>and</strong> right posterior (RP). The left-right dist<strong>in</strong>ction is<br />

made with respect to a sagittal plane runn<strong>in</strong>g through<br />

the mid-symphysis <strong>and</strong> mid-coccyx. The anterior-posterior<br />

dist<strong>in</strong>ction is made with respect to a plane parallel<br />

to the puborectalis, taken midway between the symphysis<br />

<strong>and</strong> the tip of the coccyx. Generally speak<strong>in</strong>g, the<br />

anterior divisions correspond to the puborectalis portion,<br />

<strong>and</strong> the posterior divisions correspond to the<br />

ileococcygeus portions. The maximum <strong>thickness</strong>, m<strong>in</strong>imum<br />

<strong>thickness</strong>, <strong>and</strong> presence or absence of gaps (ie,<br />

absent levator substance) is measured for each quadrant<br />

of each levator.<br />

To determ<strong>in</strong>e the <strong>thickness</strong> <strong>and</strong> gap frequencies, each<br />

quadrant of each color-mapped levator is <strong>in</strong>spected<br />

onscreen. The maximum <strong>and</strong> m<strong>in</strong>imum <strong>thickness</strong> <strong>in</strong><br />

each quadrant is determ<strong>in</strong>ed from the range of colors<br />

seen <strong>in</strong> the quadrant, <strong>and</strong> this <strong>in</strong>formation is recorded.<br />

The median <strong>thickness</strong> <strong>and</strong> range is calculated for each<br />

quadrant by study group.<br />

The presence or absence of ‘‘gaps’’ <strong>in</strong> the levator<br />

substance of each quadrant of each levator is determ<strong>in</strong>ed<br />

by <strong>in</strong>spection <strong>and</strong> is recorded as a ‘‘1’’ if a gap (ie,<br />

absence of levator substance) is present <strong>and</strong> a ‘‘0’’ if no<br />

gap is present <strong>in</strong> that quadrant. An example of a ‘‘gap’’<br />

<strong>in</strong> levator substance is given <strong>in</strong> Figure 3, <strong>and</strong> labeled.<br />

Gap frequency was computed <strong>and</strong> recorded for each<br />

quadrant by group.<br />

SPSS for W<strong>in</strong>dows (version 10, SPSS Inc, Chicago,<br />

Ill) was used for data management <strong>and</strong> statistical analysis.<br />

Because the noncategorical measurements had statistically<br />

non-normal distributions, the nonparametric<br />

Kruskal-Wallis test <strong>and</strong> Mann-Whitney test were used to<br />

compare the 3 groups. Fisher exact test <strong>and</strong> Fisher<br />

extended exact test were performed to compare the<br />

groups with respect to the percentage with gaps <strong>in</strong> each<br />

quadrant. A .05 significance level was used for all statistical<br />

tests. No 1-sided statistical tests were performed.<br />

Results<br />

Medians, ranges, <strong>and</strong> statistical comparisons of maximum<br />

<strong>and</strong> m<strong>in</strong>imum levator <strong>thickness</strong> for the test groups<br />

are presented <strong>in</strong> Table I for each quadrant of levator <strong>ani</strong>,<br />

across the groups. Statistical comparisons of gap frequencies<br />

for each quadrant among the 3 groups are<br />

presented <strong>in</strong> Table II. The right anterior levator was<br />

significantly thicker among ASY women when com-<br />

Figure 3 A view of gapp<strong>in</strong>g <strong>in</strong> the left side of a color-mapped<br />

levator. The gap is the area of absent levator substance seen at<br />

the po<strong>in</strong>t of the arrow. Additional images <strong>and</strong> video can be<br />

found onl<strong>in</strong>e at www.us.elsevierhealth.com/ajog.<br />

pared with women with USI or POP. The LA levator<br />

was significantly thicker <strong>in</strong> ASY women when compared<br />

with women with POP. M<strong>in</strong>imal levator <strong>thickness</strong> (ie,<br />

the th<strong>in</strong>nest part of levator <strong>ani</strong>) was greater <strong>in</strong> the RA<br />

portion <strong>in</strong> ASY women when compared with women<br />

with USI or POP. M<strong>in</strong>imal <strong>thickness</strong> was also greater <strong>in</strong><br />

the LA portions of levator <strong>in</strong> ASY women compared<br />

with women with POP. In addition, there was a lower<br />

<strong>in</strong>cidence of ‘‘gaps’’ <strong>in</strong> the levator substance on the LA<br />

levator <strong>in</strong> ASY women compared with women with USI<br />

or POP. All these differences were statistically significant.<br />

Comment<br />

These pilot study data demonstrate the usefulness of the<br />

color <strong>thickness</strong> mapp<strong>in</strong>g technique as a way to mathematically<br />

characterize <strong>and</strong> communicate <strong>in</strong>formation on<br />

levator muscle <strong>thickness</strong> <strong>in</strong> different portions of the<br />

muscle. In this experiment, the technique permitted us to<br />

easily visualize <strong>and</strong> quantify muscle <strong>thickness</strong>. On the<br />

basis of this experience, the technique appears to be<br />

suitable for review<strong>in</strong>g <strong>and</strong> compar<strong>in</strong>g large numbers of<br />

levators.<br />

The results of this study suggest that the anterior<br />

portion of the levator (ie, puborectalis) is bulkier<br />

bilaterally <strong>in</strong> ASY women compared with those with


Hoyte et al 859<br />

Table I Maximal <strong>and</strong> m<strong>in</strong>imal <strong>thickness</strong> parameters by levator quadrant <strong>in</strong> ASY vs USI <strong>and</strong> POP groups<br />

ASY USI POP<br />

Median Range<br />

P value:<br />

P value: P value:<br />

(mm) (mm) Median Range ASY vs USI Median Range ASY vs POP USI vs POP<br />

RA-max 10.01 8.6-11.35 7.33 5.33-10.01 .001 6.00 0.00-11.3 .006 NS<br />

RA-m<strong>in</strong> 4.66 2.00-7.33 3.33 0.66-3.33 .004 2.00 0.00-4.66 .013 NS<br />

RP-max 8.00 2.00-11.33 6.00 3.33-8.66 NS 4.60 2.00-10.0 NS NS<br />

RP-m<strong>in</strong> 2.00 0.66-4.66 2.67 0.66-3.33 NS 1.33 0.66-3.33 NS NS<br />

LA-max 11.35 10.01-11.35 11.33 7.33-11.35 NS 7.33 3.33-11.35 .003 .022<br />

LA-m<strong>in</strong> 4.66 2.00-7.33 3.33 2.00-4.66 .074 2.00 0.66-4.66 .007 .07<br />

LP-max 7.33 4.66-11.35 8.66 6.00-11.35 NS 6.00 2.00-11.35 .059 .027<br />

LP-m<strong>in</strong> 2.00 0.66-4.66 2.00 0.66-3.33 NS 2.00 0.66-3.33 NS NS<br />

RA-max, Maximal right anterior levator <strong>thickness</strong>; RA-m<strong>in</strong>, m<strong>in</strong>imal right anterior levator <strong>thickness</strong>; RP-max, m<strong>in</strong>, right posterior levator maximal <strong>and</strong><br />

m<strong>in</strong>imal <strong>thickness</strong>; LA-max, m<strong>in</strong>, left anterior maximal <strong>and</strong> m<strong>in</strong>imal <strong>thickness</strong>; LP-max, m<strong>in</strong>, left posterior levator maximal <strong>and</strong> m<strong>in</strong>imal <strong>thickness</strong>; NS, not<br />

significant.<br />

Table II <strong>Levator</strong> gap frequency by quadrant <strong>in</strong> ASY vs women<br />

with USI <strong>and</strong> POP<br />

ASY<br />

%Gaps<br />

USI<br />

%Gaps<br />

POP<br />

%Gaps<br />

ASY vs<br />

USI<br />

P value<br />

ASY vs<br />

POP<br />

P value<br />

RA 30 60 80 NS NS NS<br />

RP 80 90 90 NS NS NS<br />

LA 10 80 100 .005 .0005 NS<br />

LP 90 90 100 NS NS NS<br />

USI vs<br />

POP<br />

P value<br />

POP, <strong>and</strong> bulkier on the right <strong>in</strong> ASY women<br />

compared with women with USI. On the left, significant<br />

<strong>in</strong>creases <strong>in</strong> loss of levator substance are noted <strong>in</strong><br />

the anterior portions of the levators <strong>in</strong> women with<br />

POP <strong>and</strong> USI, compared with ASY women. This<br />

f<strong>in</strong>d<strong>in</strong>g is also suggestive of decreased bulk <strong>in</strong> the<br />

<strong>symptomatic</strong> groups. Possible explanations for these<br />

f<strong>in</strong>d<strong>in</strong>gs <strong>in</strong>clude muscle atrophy caused by denervation<br />

from childbirth <strong>in</strong>juries, or perhaps muscle wast<strong>in</strong>g<br />

caused by the loss of <strong>in</strong>sertion po<strong>in</strong>ts for the puborectalis,<br />

also stemm<strong>in</strong>g possibly from childbirth <strong>in</strong>jury,<br />

as has been suggested by the results of Delancey et al. 12<br />

It is also possible that these may be normal <strong>variations</strong><br />

<strong>in</strong> muscle parameters, as was seen by Tunn et al 7 when<br />

they evaluated levator geometry <strong>in</strong> a group of nulliparous<br />

women.<br />

Because striated muscle atrophies with age, <strong>and</strong><br />

estrogen receptors have been detected <strong>in</strong> levator muscle<br />

stroma <strong>and</strong> fascia, 13 it is reasonable to expect that<br />

levator muscle bulk, <strong>and</strong> thus <strong>thickness</strong>, is likely to<br />

decrease with age, <strong>and</strong> possibly also with estrogen<br />

status. Age <strong>and</strong> hormonal status therefore represent<br />

confound<strong>in</strong>g factors <strong>in</strong> our analysis. There was considerable<br />

age overlap among the groups, but the USI group<br />

was the youngest, followed by the ASY <strong>and</strong> POP<br />

groups, respectively. On the basis of these age distribu-<br />

tions, it is possible that age-related muscle atrophy could<br />

help to account for the differences <strong>in</strong> <strong>thickness</strong> <strong>and</strong><br />

‘‘gapp<strong>in</strong>g’’ between the ASY <strong>and</strong> POP (or USI <strong>and</strong> POP)<br />

groups, but not between the ASY <strong>and</strong> USI groups.<br />

Regard<strong>in</strong>g hormonal status, there were 7 estrogenexposed<br />

women <strong>in</strong> the ASY group, 6 <strong>in</strong> the USI group,<br />

<strong>and</strong> 5 <strong>in</strong> the POP group. It is possible that hormonal<br />

status might <strong>in</strong>fluence the comparison between the ASY<br />

<strong>and</strong> POP (or USI <strong>and</strong> POP) groups, but less so the<br />

comparison between ASY <strong>and</strong> USI groups. However,<br />

these relationships are best explored by a larger welldesigned<br />

study.<br />

In either case, a reduction <strong>in</strong> puborectalis bulk is<br />

noted <strong>in</strong> women with USI or POP, when compared with<br />

ASY women. The cl<strong>in</strong>ical significance of this f<strong>in</strong>d<strong>in</strong>g<br />

rema<strong>in</strong>s to be clarified <strong>in</strong> larger studies.<br />

In a multicenter study, Swift et al 14 found stage II<br />

POP <strong>in</strong> 32% of women present<strong>in</strong>g to general gynecology<br />

cl<strong>in</strong>ics. Their results were not generalizable to the<br />

US population because of the racial <strong>and</strong> socioeconomic<br />

composition of the study population. Still, it is probably<br />

reasonable to expect a proportion of subjects with<br />

stage II POP among our ASY group. If POP is<br />

associated with a lower muscle bulk, then mean muscle<br />

<strong>thickness</strong> <strong>in</strong> our ASY group would be pulled lower by<br />

those ASY women with undiagnosed POP, <strong>and</strong> this<br />

would tend to narrow the differences among the study<br />

groups. If these ‘‘occult’’ POP subjects were excluded<br />

from the ASY group, the overall <strong>thickness</strong> <strong>and</strong> bulk of<br />

the levators <strong>in</strong> this group would be expected to <strong>in</strong>crease,<br />

strengthen<strong>in</strong>g the differences amon the groups.<br />

This po<strong>in</strong>t re<strong>in</strong>forces the need for objective subject<br />

characterization.<br />

Regard<strong>in</strong>g the gaps <strong>in</strong> the levator muscle substance,<br />

the well-known chemical shift phenomenon can, by<br />

artifact, ‘‘th<strong>in</strong> out’’ the muscle signal on MRI, depend<strong>in</strong>g<br />

on the encod<strong>in</strong>g direction of the MR scan, <strong>and</strong> the<br />

spatial relationship of muscle to fatty tissue. For this


860 Hoyte et al<br />

reason, one side (right) of the levator muscle tended to<br />

appear th<strong>in</strong>ner on the MRI than the other side (left).<br />

Thickness comparisons between left <strong>and</strong> right sides were<br />

not attempted because of this artifact. The artifact<strong>in</strong>duced<br />

preferential th<strong>in</strong>n<strong>in</strong>g on the right should have<br />

led to more ‘‘gaps’’ on the right, <strong>in</strong> places where the muscle<br />

was truly th<strong>in</strong> to beg<strong>in</strong> with. However, more gaps<br />

were seen on the left, where the muscle was thicker.<br />

This f<strong>in</strong>d<strong>in</strong>g suggests that the ‘‘gaps’’ seen on the left<br />

represent a true f<strong>in</strong>d<strong>in</strong>g, unrelated to artifact. These gaps<br />

may represent fibrosis or fatty <strong>in</strong>filtration of the muscle,<br />

<strong>and</strong> rema<strong>in</strong> to be elucidated.<br />

The important topic of <strong>in</strong>terobserver <strong>and</strong> <strong>in</strong>traobserver<br />

measurement variability was addressed <strong>in</strong> the<br />

orig<strong>in</strong>al manuscript, cover<strong>in</strong>g the manual segmentation<br />

used to calculate levator volume. 9 As noted there, the<br />

<strong>in</strong>terobserver bias was 1.17 mL, with limits of agreement<br />

at G4.52 mL, <strong>and</strong> the <strong>in</strong>traobserver bias was<br />

ÿ0.26 mL, <strong>and</strong> limits of agreement were G3.4 mL.<br />

However, one could obta<strong>in</strong> identical volume measurements<br />

from 2 different segmentation geometries. Consequently,<br />

an appropriate reliability analysis needs to<br />

consider the spatial overlap of the segmentations as well<br />

as the actual numeric results (eg, volume or <strong>thickness</strong>).<br />

That type of analysis was not available when we did<br />

the current study, <strong>and</strong> is not <strong>in</strong>cluded here. S<strong>in</strong>ce then,<br />

a suitable reliability technique has been developed by<br />

our colleagues at the Surgical Plann<strong>in</strong>g Laboratory, 15<br />

<strong>and</strong> we look forward to test<strong>in</strong>g it on our datasets.<br />

The current 3D <strong>thickness</strong> analysis is more accurate<br />

than a straight 2D analysis. This is true because a s<strong>in</strong>gle<br />

slice <strong>thickness</strong> measurement only considers adjacent<br />

po<strong>in</strong>ts with<strong>in</strong> the plane of the slice, whereas the 3D<br />

analysis also considers adjacent po<strong>in</strong>ts outside of the<br />

slice plane. Furthermore, <strong>variations</strong> <strong>in</strong> the MR slice<br />

acquisition angle can <strong>in</strong>troduce artifacts that alter the<br />

<strong>thickness</strong> of the item under study. 16 These artifacts are<br />

not present <strong>in</strong> the 3D <strong>thickness</strong> analysis. The 3D visual<br />

render<strong>in</strong>gs allow an observer to quickly localize <strong>and</strong><br />

compare <strong>thickness</strong>es across large numbers of levators,<br />

<strong>and</strong> this capability is not readily available <strong>in</strong> slice-byslice<br />

<strong>thickness</strong> analysis. In addition, a full mathematical<br />

description of the <strong>thickness</strong> at each po<strong>in</strong>t on the surface<br />

is reta<strong>in</strong>ed as part of the geometric description of the<br />

color-mapped levator. Future algorithms can analyze<br />

<strong>and</strong> compare such descriptions across groups of <strong>in</strong>terest.<br />

Our study has some limitations, <strong>and</strong> we plan to<br />

remedy these <strong>in</strong> future work. First, our characterization<br />

of our subjects was limited to urodynamic test<strong>in</strong>g <strong>and</strong><br />

prolapse stag<strong>in</strong>g <strong>in</strong> the <strong>symptomatic</strong> groups only. In<br />

future studies we plan to <strong>in</strong>clude a validated symptom<br />

questionnaire, cough stress <strong>and</strong> urodynamic test<strong>in</strong>g, <strong>and</strong><br />

POPQ stag<strong>in</strong>g <strong>in</strong> all of our study subjects. F<strong>in</strong>ally, the<br />

color-map analysis is limited by the speed of segmentation.<br />

With the use of the manual technique, segmenta-<br />

tions can proceed at the rate of under 1 person-hour per<br />

dataset. This works out to about 2000 datasets per<br />

person-year, assum<strong>in</strong>g 40-hour work week. We are<br />

currently evaluat<strong>in</strong>g methods for shorten<strong>in</strong>g the time<br />

required to process each dataset. Despite these limitations,<br />

our f<strong>in</strong>d<strong>in</strong>gs are potentially cl<strong>in</strong>ically relevant <strong>and</strong><br />

we plan to cont<strong>in</strong>ue this work <strong>in</strong> larger studies <strong>in</strong> the<br />

future.<br />

Acknowledgments<br />

We acknowledge the contributions of Dr Lore Schierlitz,<br />

who helped to prepare the raw MR data for color<br />

<strong>thickness</strong> analysis.<br />

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