DOI:10.2214/AJR.04.1704
AJR 2006; 186:30-37
© American Roentgen Ray Society
High Spectral and Spatial Resolution MRI of Breast Lesions: Preliminary Clinical Experience
Milica Medved1,
Gillian M. Newstead1,
Hiroyuki Abe1,
Marta A. Zamora1,
Olufunmilayo I. Olopade2 and
Gregory S. Karczmar1
1 Department of Radiology, The University of Chicago, 5841 S Maryland Ave., MC
2026, Chicago, IL 60637.
2 Section of Hematology and Oncology, The University of Chicago, Chicago, IL
60637.
Received November 2, 2004;
accepted after revision January 4, 2005.
Address correspondence to G. S. Karczmar
(gskarczm{at}uchicago.edu).
Supported by grants from the National Institute of Biomedical Imaging and
Bioengineering (RO1 EB003108-01), the National Cancer Institute (RO1 CA78803),
the Army Breast Cancer Research Program (DAMD 17-02-1-0033), GE Healthcare,
the Segal Foundation, the Falk Medical Research Trust, and the Doris Duke
Charitable Foundation.
Abstract
OBJECTIVE. In previous research, high spectral and spatial
resolution (HiSS) echo-planar spectroscopic imaging (EPSI) was successfully
applied to the human breast, obtaining improved contrast, anatomic detail, and
sensitivity to contrast agents. To test HiSS in the clinical setting, we used
HiSS MRI to image 30 women with suspicious breast lesions.
SUBJECTS AND METHODS. Women with suspicious breast lesions were
scanned before and after contrast administration using EPSI at 1.5 T (0.63-mm
in-plane resolution, 2.6-Hz spectral resolution). Images with intensity
proportional to the water signal peak height in each voxel were synthesized
and compared with standard clinical fat-saturated and early dynamic
subtraction images. Pre- and postcontrast HiSS images were compared to assess
the effect of the contrast agent on water resonance structure.
RESULTS. HiSS images scored significantly better than standard
clinical images in lesion conspicuity, margin definition, and internal
definition, even though they were acquired before contrast agent injection.
Fat suppression was more complete and uniform and detail was shown on HiSS
images more clearly than on conventional fat-saturation images. Thus, HiSS
images often allowed easier evaluation of the lesion. Contrast agent-affected
changes were often spatially and spectrally inhomogeneous.
CONCLUSION. HiSS scans were successfully integrated into standard
clinical examinations and provided diagnostically useful images before
contrast agent injection. Thus, it might be possible to characterize
suspicious lesions on the basis of precontrast high-resolution spectral
information. This information and information about the effect of contrast
agents could potentially improve the specificity of breast MRI.
Keywords: breast breast cancer high spectral and spatial resolution spectroscopic imaging MRI screening
Introduction
Over the past decade, breast MRI has become established as a useful tool in
both screening and diagnosis of breast cancer
[1-3].
Two criteria found to be the most important for differentiation of malignant
from benign lesions are their morphology and rate of contrast uptake
[4-7].
However, these two criteria provide limited accuracy, mainly because of the
conflicting requirements of high spatial resolution and high temporal
resolution on the imaging sequence. These demands may prove difficult to
reconcile, and obtaining definitive clinical information during a single
examination may require new types of MR contrast to be developed for breast
MRI. Several techniques are being explored, including diffusion and perfusion
imaging [8,
9], elastography
[10], equivalent
cross-relaxation rate imaging
[11], and postprocessing
techniques
[12-15].
Although these methods are promising, none has yet shown adequate sensitivity
and specificity for detection of early cancers. Therefore, high spectral and
spatial resolution (HiSS) MRI was developed to improve functional and anatomic
measurements and enhance the clinical utility of MRI for the detection and
characterization of breast cancer
[16-19].
HiSS imaging is currently acquired at our laboratory with a high-resolution
echo-planar spectroscopic imaging (ESPI) sequence
[20]. Quantitative comparison
of HiSS MR images and conventional images suggests that in the breast, HiSS
imaging improves fat suppression, contrast, and anatomic detail
[16,
17]. Its increased sensitivity
to contrast agents [17] and
the ability to resolve the fine structure of the water line
[16,
18] indicate that HiSS imaging
may provide a new type of contrast based, for example, on imaging individual
Fourier components of the water resonance that correspond to different
subvoxel water compartments in the tissue
[18].
An important step in developing HiSS imaging as a source of new contrast in
breast MRI is its successful incorporation into the standard clinical scans.
To date, there have been few images of small breast lesions that provide a
realistic test of HiSS in the clinical setting, where challenges include
proper slice positioning, maintaining the clinical schedule, technologist
training, and so on. Here, we report on the use of HiSS MRI to image 30 women
with suspicious breast lesions. We evaluate the practicality of implementing
HiSS imaging in the clinical setting and compare fat-suppressed precontrast
HiSS images with clinical fat-saturated postcontrast images and early dynamic
subtraction images to assess their quality and diagnostic utility. In
addition, we report on the effects of contrast agents on the shape of the
water resonance line in small voxels.
Subjects and Methods
Patient Recruitment
Thirty women with suspicious breast lesions detected on X-ray mammography
or physical examination were scanned. To obtain a more uniform patient
population, we excluded lesions with associated microcalcifications. The
biopsy-determined final diagnoses for the imaged patients are summarized in
Table 1. The patients were
recruited from the University Cancer Risk Clinic and the Breast Imaging
Service and were studied under a protocol approved by the university
institutional review board after informed consent was obtained from study
participants.
Image Acquisition
MR images were acquired on 1.5-T scanners (Signa, GE Healthcare) equipped
with EchoSpeed gradients (GE Healthcare) with a maximum slew rate of 120
mT/m/sec and maximum amplitude of 23 mT/m. The body coil was used for
excitation, and a phased-array coil (4-element Breast Array, GE Healthcare)
was used to detect signal. Light compression of the breasts was applied to
reduce motion artifacts. HiSS images were acquired using EPSI
[17,
20]. The EPSI pulse sequence
was composed of a slice-selective excitation pulse (4-mm slice thickness), a
phase-encoding gradient with 256 phase-encoding steps, and a train of 128
gradient echoes with 384 sampled points per gradient echo. This produced
images with an in-plane resolution of 0.63 mm and 128 bins of spectral
resolution. The gradient-echo train was sampled at a bandwidth of 62.5 kHz, so
that the free induction decay (FID) was sampled for 384 msec, and the spacing
between echoes was 3.0 msec. This resulted in a spectral resolution of 2.6 Hz,
or 0.041 ppm, and a spectral bandwidth of 333 Hz. The acquisition time per
slice under these conditions was 128 sec. Typically, only a single slice was
imaged in each patient. Because the lesion was not always visible in the axial
T2-weighted sequence, previous mammographic or MRI examinations (or both) were
used to position the HiSS slice. Shimming was performed on the slice
immediately before HiSS imaging. The patients were imaged both before and
after contrast agent injection (either 0.1 mmol/L per kilogram of patient body
weight or 20 mL of gadodiamide [Omniscan, Nycomed Amersham] injected at rate
of 2 mL/sec). The shim and gain parameters were identical for both HiSS
scans.
Imaging Protocol
The imaging protocol included an axial fast spin-echo acquisition using the
following parameters: TR/TE, 8,500/102 msec; bandwidth, 41.67 MHz; slice
thickness, 5 mm; interleaved slice acquisition; matrix size, 256 x 224;
and number of excitations (NEX), 2. An unenhanced sagittal HiSS acquisition
was then performed. (All HiSS acquisitions were performed with parameters
described in the "Image Acquisition" section of this article.) An
unenhanced 3D coronal fast spoiled gradient-echo (SPGR) acquisition with a TE
of 4.7 msec to obtain fat and water signals in-phase (flip angle, 30°;
bandwidth, 31.25 MHz; slice thickness, 3 mm; matrix size, 256 x 224;
NEX, 1) was performed (duration, 68 sec). All subsequent 3D coronal fast SPGR
acquisitions were obtained with the same parameters. Next, contrast agent was
injected and followed by a 20-sec delay. A postcontrast 3D coronal fast SPGR
acquisition was repeated twice, followed by a postcontrast sagittal HiSS
acquisition and a postcontrast 3D coronal fast SPGR acquisition. A
postcontrast bilateral axial fast SPGR acquisition was then performed (TR/TE,
150/4.7; flip angle, 80°; bandwidth, 20.83 MHz; matrix size, 256 x
224; NEX, 2; and slice thickness, 5 mm). Finally, a unilateral fat-saturated
sagittal fast SPGR acquisition on one or both breasts was performed using the
following parameters: TR/TE, 175/4.7; flip angle, 80°; bandwidth, 31.25
MHz.

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Fig. 2A Patient 1: 67-year-old woman with noncalcified fibrocystic
change with usual ductal hyperplasia nodule. Standard clinical postcontrast
T1-weighted fat-saturated image (A), high spectral and spatial
resolution (HiSS) image (B), and dynamic contrast-enhanced MR
subtraction image at second minute postinjection (C) in sagittal
projection are displayed.
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Fig. 2B Patient 1: 67-year-old woman with noncalcified fibrocystic
change with usual ductal hyperplasia nodule. Standard clinical postcontrast
T1-weighted fat-saturated image (A), high spectral and spatial
resolution (HiSS) image (B), and dynamic contrast-enhanced MR
subtraction image at second minute postinjection (C) in sagittal
projection are displayed.
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Fig. 2C Patient 1: 67-year-old woman with noncalcified fibrocystic
change with usual ductal hyperplasia nodule. Standard clinical postcontrast
T1-weighted fat-saturated image (A), high spectral and spatial
resolution (HiSS) image (B), and dynamic contrast-enhanced MR
subtraction image at second minute postinjection (C) in sagittal
projection are displayed.
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Fig. 3A Patient 2: 41-year-old woman presenting with mammographically
detected grade II ductal carcinoma with ductal carcinoma in situ. Standard
clinical postcontrast T1-weighted fat-saturated image (A), high
spectral and spatial resolution (HiSS) image (B), and dynamic
contrast-enhanced MR subtraction image at second minute postinjection
(C) in sagittal projection are displayed.
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Fig. 3B Patient 2: 41-year-old woman presenting with mammographically
detected grade II ductal carcinoma with ductal carcinoma in situ. Standard
clinical postcontrast T1-weighted fat-saturated image (A), high
spectral and spatial resolution (HiSS) image (B), and dynamic
contrast-enhanced MR subtraction image at second minute postinjection
(C) in sagittal projection are displayed.
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Fig. 3C Patient 2: 41-year-old woman presenting with mammographically
detected grade II ductal carcinoma with ductal carcinoma in situ. Standard
clinical postcontrast T1-weighted fat-saturated image (A), high
spectral and spatial resolution (HiSS) image (B), and dynamic
contrast-enhanced MR subtraction image at second minute postinjection
(C) in sagittal projection are displayed.
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Image Processing
HiSS data were processed by applying a 3D Fourier transform to the raw data
to obtain a high-resolution proton spectrum in every voxel of the imaged
slice. An algorithm described in detail in an earlier article
[16] was used on the resulting
spectra to detect the frequencies of the fat and water peaks. The
high-resolution magnitude spectrum in each voxel was fitted using a Lorentzian
function approximation for the fat and water peaks and for any N/2 (Nyquist)
spectral ghost peaks. The Lorentzian fits for fat peaks and N/2 ghost peaks
and any constant background signal were subtracted to reveal the pure water
signal. This was particularly important for the detection of small amounts of
water in the presence of large fat signals. From the resulting water spectra,
water peak height images were constructed. Because the water signal was often
inhomogeneously broadened, the peak height images were not obtained from the
fit parameters. Rather, the maximum value of the isolated water signal in each
voxel was used to construct water peak height images. All processing software
was developed in Interactive Data Language (IDL, Research Systems). The images
presented were processed in approximately 45 min per image on a 3.2-GHz PC
(Pentium 4 CPU, Intel).
The kinetic data were obtained by manually selecting an oval region of
interest (ROI) within the lesion and categorized by a radiologist. The
sagittal dynamic contrast-enhanced MR subtraction images shown here were
reconstructed from the coronal 3D acquisition sequence. The ROI selection
(before reconstruction) and the reconstruction were performed on a workstation
(Advantage 4.0, GE Healthcare).
Image Scoring
Two experienced radiologists rated the quality of HiSS images relative to
standard clinical MR images for lesion conspicuity and for internal and margin
definition. The scale used was 2, much worse than standard MR images;
1, worse than; 0, equal to; 1, better than; and 2, much better than
standard MR images. The consensus opinion was reported. Before comparison,
HiSS images were down-sampled, using cubic interpolation, to the same nominal
spatial resolution as standard clinical images to eliminate any bias.

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Fig. 4A Patient 3: 67-year-old woman with invasive lobular carcinoma.
Standard clinical postcontrast T1-weighted fat-saturated image (A),
high spectral and spatial resolution (HiSS) image (B), and dynamic
contrast-enhanced MR subtraction image at second minute postinjection
(C) in sagittal projection are displayed.
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Fig. 4B Patient 3: 67-year-old woman with invasive lobular carcinoma.
Standard clinical postcontrast T1-weighted fat-saturated image (A),
high spectral and spatial resolution (HiSS) image (B), and dynamic
contrast-enhanced MR subtraction image at second minute postinjection
(C) in sagittal projection are displayed.
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Fig. 4C Patient 3: 67-year-old woman with invasive lobular carcinoma.
Standard clinical postcontrast T1-weighted fat-saturated image (A),
high spectral and spatial resolution (HiSS) image (B), and dynamic
contrast-enhanced MR subtraction image at second minute postinjection
(C) in sagittal projection are displayed.
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Fig. 5A Patient 4: 66-year-old woman with infiltrating ductal
carcinoma mass lesion. Standard clinical postcontrast T1-weighted
fat-saturated image (A), high spectral and spatial resolution (HiSS)
image (B), and dynamic contrast-enhanced MR subtraction image at second
minute postinjection (C) in sagittal projection are displayed.
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Fig. 5B Patient 4: 66-year-old woman with infiltrating ductal
carcinoma mass lesion. Standard clinical postcontrast T1-weighted
fat-saturated image (A), high spectral and spatial resolution (HiSS)
image (B), and dynamic contrast-enhanced MR subtraction image at second
minute postinjection (C) in sagittal projection are displayed.
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Fig. 5C Patient 4: 66-year-old woman with infiltrating ductal
carcinoma mass lesion. Standard clinical postcontrast T1-weighted
fat-saturated image (A), high spectral and spatial resolution (HiSS)
image (B), and dynamic contrast-enhanced MR subtraction image at second
minute postinjection (C) in sagittal projection are displayed.
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Results
Figure 1 shows the
distribution of all lesion sizes, defined as the longest linear dimension when
measured in three planes on standard clinical images. The lesions ranged from
7 to 58 mm, and the average size was 22 mm. For two of the patients, there was
only parenchymal enhancement (no lesion) on MRI examination, and in one
patient, the HiSS slice was not properly positioned to include the lesion. In
three other patients, the postcontrast T1-weighted fat-saturated images were
not acquired or were of poor quality because of technical problems or patient
motion or refusal. All lesions visible on clinical examination were also
visible on corresponding HiSS images. Thus, images for 24 patients were
available for comparison of HiSS imaging with standard clinical imaging.
Figures 2A,
2B,
2C,
3A,
3B,
3C,
4A,
4B,
4C,
5A,
5B,
5C,
6A,
6B, and
6C show the standard clinical
postcontrast T1-weighted fat-saturated images (Figs.
2A,
3A,
4A,
5A, and
6A), HiSS images (Figs.
2B,
3B,
4B,
5B, and
6B), and the dynamic
contrast-enhanced MRI subtraction images at the second minute postinjection
(Figs. 2C,
3C,
4C,
5C, and
6C) for six patients. The HiSS
images are displayed at their true in-plane resolution of 0.63 mm. In all
patients, fat suppression was superior and more uniform and image contrast is
improved on HiSS images. Next, we summarize the cases shown in Figures
2A,
2B,
2C,
3A,
3B,
3C,
4A,
4B,
4C,
5A,
5B,
5C,
6A,
6B, and
6C.

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Fig. 6A Patient 5: 48-year-old woman with ductal carcinoma in situ.
Standard clinical postcontrast T1-weighted fat-saturated image (A),
high spectral and spatial resolution (HiSS) image (B), and dynamic
contrast-enhanced MR subtraction image at second minute postinjection
(C) in sagittal projection are displayed.
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Fig. 6B Patient 5: 48-year-old woman with ductal carcinoma in situ.
Standard clinical postcontrast T1-weighted fat-saturated image (A),
high spectral and spatial resolution (HiSS) image (B), and dynamic
contrast-enhanced MR subtraction image at second minute postinjection
(C) in sagittal projection are displayed.
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Fig. 6C Patient 5: 48-year-old woman with ductal carcinoma in situ.
Standard clinical postcontrast T1-weighted fat-saturated image (A),
high spectral and spatial resolution (HiSS) image (B), and dynamic
contrast-enhanced MR subtraction image at second minute postinjection
(C) in sagittal projection are displayed.
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Patient 1 was an asymptomatic 67-year-old woman who presented for annual
mammography. The mammograms showed a 9-mm ill-defined noncalcified nodule at
the 6-o'clock position in the right breast with sonographic correlation.
Conventional MRI depicted a 7-mm homogeneously enhancing nodule at the
6-o'clock position of the right breast. Kinetic data for this nodule showed a
medium rise with washout pattern. HiSS images better depicted margin
definition and internal definition of this lesion than the postcontrast
fat-saturated T1-weighted images. Sonographically guided core needle biopsy
revealed fibrocystic change with usual ductal hyperplasia.
Patient 2 was a 41-year-old woman who presented with a mammographically
detected 10-mm spiculated mass in the left breast. Conventional MRI showed an
irregular enhancing mass in the left upper outer quadrant, 10 mm in size.
Kinetic data for the mass showed rapid rise with washout. HiSS images depicted
the lesion with higher conspicuity and with better defined margins on both
pre- and postcontrast image sets than the postcontrast fat-saturated
T1-weighted images. Excisional biopsy indicated a 1.4-cm grade II invasive
ductal carcinoma with ductal carcinoma in situ.
Patient 3 was a 67-year-old woman who presented with a 1.2-cm spiculated
mass at the 9-o'clock position in the right breast seen on mammography and
sonography examinations. Conventional MRI revealed an irregular mass with
heterogeneous internal enhancement and spiculations visible on postcontrast
fat-saturated T1-weighted images. Kinetic data for the mass showed rapid
washout. HiSS data revealed superior margin visualization, with clearly
evident spiculations. Biopsy showed a 1.2-cm invasive lobular carcinoma.
Patient 4 was an asymptomatic 66-year-old woman who presented with a new
1-cm mass lesion in the upper inner quadrant of the left breast detected on an
annual screening mammogram. The mass was ill-defined and noncalcified and was
correlated with a sonographic nodule with minimal shadowing. Conventional MRI
showed a 1-cm enhancing lesion with the kinetic pattern of rapid uptake and
slow washout. HiSS images depicted margin definition and internal definition
of this lesion better than postcontrast fat-saturated T1-weighted images.
Sonographically guided core needle biopsy revealed infiltrating ductal
carcinoma.
Patient 5 was a 48-year-old woman with a history of intermittent clear and
bloody nipple discharge with a palpable abnormality in the right breast. The
mammogram failed to show an abnormality, but sonography showed an ill-defined
hypoechoic lesion that was 1.3 cm with internal blood flow. Conventional MRI
revealed a 40 x 30 mm area of irregular enhancement at the site of
palpable abnormality, with the kinetic pattern of fast uptake and washout.
HiSS images depicted a linear lesion (
30 mm in plane) with multiple foci
at the area of abnormal enhancement on the conventional MR images. HiSS images
had improved conspicuity and depicted the margin definition and internal
definition of this lesion better than postcontrast fat-saturated T1-weighted
images. Surgical excision of this area was performed, and pathology revealed
ductal carcinoma in situ measuring at least 15 mm.
Table 2 summarizes the
radiologists' scoring (average scores ± SD) relative to the standard
images for all lesions, malignant invasive lesions, ductal carcinomas in situ
(DCIS), and benign lesions with the number of patients in each group. On
average, HiSS images scored significantly better than standard clinical images
in all categories based on a one-sided Student's t test (p
< 0.01). For DCIS and benign lesions, the sample size was small, so this
analysis was not performed. The percentages of patients for whom HiSS images
were assigned higher scores than clinical images were 63%, 79%, and 96% for
lesion conspicuity, margin definition, and internal definition, respectively.
The percentages of patients for whom HiSS images were assigned scores equal to
or better than clinical images were 79%, 88%, and 96%, respectively. Only the
results for invasive malignant lesions were similar.
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TABLE 2: High Spectral and Spatial Resolution (HiSS) MR Image Scores Relative to
Standard Clinical Images, per Diagnostic Category
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The effect of contrast agents on HiSS water peak height images is
frequently spatially and spectrally inhomogeneous and is therefore a potential
source of novel MRI contrast. This is illustrated by spectral data from
patient 6a 40-year-old woman at high-risk for breast cancer who
presented with a palpable mass at the 12-o'clock position in the posterior
left breast. Her mammography and sonography examinations showed a 2.5-cm
irregular mass consistent with malignancy. Palpable nodes were noted
clinically in the left axilla. Conventional MR images showed a 28-mm irregular
heterogeneously enhancing index mass with a second anterior 10-mm focus of
tumor. Kinetic data for the index lesion showed fast uptake with washout. HiSS
images depicted an irregular mass with improved definition of the internal
enhancement characteristics. Core biopsy of the index lesion revealed a
high-grade invasive ductal carcinoma.
Figures 7A,
7B,
7C,
7D,
7E, and
7F shows the conventional
postcontrast T1-weighted MR image (Fig.
7A), precontrast HiSS images displayed using different window
settings (Figs. 7B and
7C), and the difference
between 3-min post- and precontrast HiSS images
(Fig. 7D) for patient 6. In
Figure 7B, the window settings
were chosen to show general breast anatomy, whereas the window settings were
optimized to show inherent contrast within the lesion in
Figure 7C. The two different
window settings are necessary because of the high dynamic range of HiSS water
peak height images. Figure
7Dthe image depicting the difference between the pre- and
postcontrast HiSS imagesshows spatial inhomogeneity of the contrast
agent effect on water resonance, observed at 3 min after injection, and
resulting in peak height decreases (dark) in some and increases (bright) in
other regions. The spectral inhomogeneity in the contrast agent effect is
illustrated in Figures 7E and
7F, where the water resonance
measured before (dashed line in Figs.
7E and
7F) and after (solid line in
Figs. 7E and
7F) contrast injection is
compared for two voxels indicated by arrows in
Figure 7D. In the voxel
depicted in Figure 7E, there
appears to be a single water resonance that is slightly shifted and
homogeneously broadened after contrast agent administration. In the voxel
depicted in Figure 7F, two
components can be observed; one is broadened and shifted, and the other shows
a small increase in height after contrast agent administration. The changes
observed are above the noise level and can be used as a source of MR
contrast.

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Fig. 7A Patient 6: 40-year-old woman at high risk for breast cancer
who presented with palpable invasive ductal carcinoma mass. All images are
shown in sagittal projection. Conventional postcontrast T1-weighted MR
image.
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Fig. 7B Patient 6: 40-year-old woman at high risk for breast cancer
who presented with palpable invasive ductal carcinoma mass. All images are
shown in sagittal projection. Precontrast high spectral and spatial resolution
(HiSS) images of same slice as A displayed using different window
settings to show general breast anatomy (B) and to show inherent
contrast within lesion (C).
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Fig. 7C Patient 6: 40-year-old woman at high risk for breast cancer
who presented with palpable invasive ductal carcinoma mass. All images are
shown in sagittal projection. Precontrast high spectral and spatial resolution
(HiSS) images of same slice as A displayed using different window
settings to show general breast anatomy (B) and to show inherent
contrast within lesion (C).
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Fig. 7D Patient 6: 40-year-old woman at high risk for breast cancer
who presented with palpable invasive ductal carcinoma mass. All images are
shown in sagittal projection. Image shows difference between 3-min
postcontrast and precontrast HiSS images. Image reveals spatial inhomogeneity
of contrast agent effect on water resonance that was observed at 3 min after
injection and resulted in peak height decreases (dark) in some and
increases (bright) in other regions. Arrows point to 2 voxels for
which water resonance is shown in E and F.
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Fig. 7E Patient 6: 40-year-old woman at high risk for breast cancer
who presented with palpable invasive ductal carcinoma mass. All images are
shown in sagittal projection. Images illustrate water resonance measured for 2
voxels indicated by arrows in D before (dashed line) and after
(solid line) administration of contrast material for comparison. In
the voxel depicted in E, there appears to be a single water resonance
that is slightly shifted and homogeneously broadened after contrast agent
administration. In the voxel depicted in F, two components can be
observed; one is broadened and shifted, and the other shows a small increase
in height after contrast agent administration. The changes observed are above
the noise level and can be used as a source of MR contrast. E and
F are shown on an arbitrary scale.
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Fig. 7F Patient 6: 40-year-old woman at high risk for breast cancer
who presented with palpable invasive ductal carcinoma mass. All images are
shown in sagittal projection. Images illustrate water resonance measured for 2
voxels indicated by arrows in D before (dashed line) and after
(solid line) administration of contrast material for comparison. In
the voxel depicted in E, there appears to be a single water resonance
that is slightly shifted and homogeneously broadened after contrast agent
administration. In the voxel depicted in F, two components can be
observed; one is broadened and shifted, and the other shows a small increase
in height after contrast agent administration. The changes observed are above
the noise level and can be used as a source of MR contrast. E and
F are shown on an arbitrary scale.
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Discussion
The data demonstrate the feasibility of imaging small (down to 7 mm) breast
lesions in a standard clinical setting using the HiSS sequence, even when only
a single 4-mm-thick slice is acquired. HiSS images scored significantly better
than the standard clinical images on lesion conspicuity, margin definition,
and internal lesion definition. This often allowed easier lesion evaluation,
even though precontrast HiSS images were compared with postcontrast
conventional images. The results indicate that HiSS MRI could be used to
detect and possibly to characterize lesions before contrast administration on
the basis of margin analysis and internal definition.
The equal or higher quality of precontrast HiSS images compared with
postcontrast conventional images is not due to their higher spatial
resolution, because radiologists evaluated water peak height images that were
down-sampled to the same nominal spatial resolution as the clinical images.
HiSS water peak height images have stronger T2* weighting without
the distortion present in heavily T2*-weighted conventional images,
resulting in a high dynamic range (Figs.
7A,
7B,
7C,
7D,
7E, and
7F) that is generally not
found in standard clinical T1-weighted high-resolution images. Resolution and
anatomic detail are better than what can be obtained in standard
imageseven at the same nominal spatial resolutionbecause
spectral information is used to eliminate the chemical shift effect that
causes blurring at the fat-water interfaces. Blurring due to magnetic
susceptibility gradients is also minimized because images are synthesized from
only one (in the work presented here, the maximum) frequency component of
water resonance and not the whole water resonance, which may be significantly
broadened. Finally, superior and more uniform fat suppression is obtained by
acquiring and processing high-resolution proton spectral data to discard all
nonwater signal.
A novel source of contrast in HiSS images shown here is the information
encoded in the structure of the water resonance and the effect of contrast
agent on different water signal components (Figs.
7A,
7B,
7C,
7D,
7E, and
7F). This information is
generally not available from standard clinical imaging sequences. Earlier work
in this laboratory
[17-19,
21,
22] and many other studies
[23-26]
support the hypothesis that the different components in the water signal
originate from different water compartments within the voxel. Thus, it may be
possible to obtain subvoxel information or contrast (or both) based on
spectral information. Because the contrast agent is likely to access the
extravascular extracellular, but not the intracellular water compartment, its
effects may also facilitate identification of signal from specific microscopic
compartments [23,
24,
27,
28]. Our earlier data
[18] showed that changes of
the sort shown in Figures 7A,
7B,
7C,
7D,
7E, and
7F are well above the noise
level and can be analyzed to produce images with clinically useful contrast.
Thus, the benefit of HiSS to breast imaging may extend beyond providing higher
quality images, to providing a novel MRI contrast that may increase the
specificity of breast MRI.
The acquisition time required for data presented here (
2 min) limits
the volume of tissue that can be imaged. However, previous work
[16] showed that spectral
resolution can be reduced by a factor of 2without a significant loss in
image contrastcutting the acquisition time in half. Reduced spatial
resolution (down to 1.3 x 1.3 mm) would be diagnostically acceptable
while providing another factor of 4 in acquisition speed. Acquiring
interleaved k-space lines for two slices after a single excitation without
changing the TR would result in the reduction of bandwidth, but not spectral
resolution, and could reduce the scanning time by another factor of 2.
Finally, the implementation of parallel imaging would increase the speed of
acquisition by another factor of 2 or more. Implementation of all these
changes could speed up the acquisition by a factor of 32 or higher and allow
application of HiSS imaging on large volumes of tissue (e.g., covering the
whole breast), in thinner slices, or in very short acquisition times. The
postprocessing times could also be improved to allow real-time processing
through algorithm optimization, using faster programming languages (e.g., C++)
and with future faster hardware.
These anticipated improvements in data acquisition and processing make
whole breast HiSS scans potentially feasible and valuable. HiSS images
generally depict lesions well even before contrast agent administration and
could be used to replace T2-weighted precontrast series and high-resolution
T1-weighted postcontrast fat-saturated images. A small volume in and around
suspicious lesions located in HiSS data could be scanned with high temporal
and spatial resolution during contrast medium uptake and washout. This would
improve the sensitivity and specificity of dynamic contrast-enhanced MRI scans
to rapid tumor blood flow and high capillary permeability. Additional gains in
specificity could come from postcontrast HiSS scans to image the effects of
contrast agents on the shape of the water line and the resonance frequency in
each voxel The precontrast HiSS scans could also be useful for MR-guided
percutaneous procedures. Thus, HiSS imaging in combination with dynamic
contrast-enhanced MRI is an attractive protocol for breast imaging.
In conclusion, the results demonstrate the feasibility of imaging breast
lesions with realistic size distributions using the HiSS sequence in a
clinical setting. Although the scanning and processing times are currently
long, significant improvements in speed are likely. Even at its current stage
of development, HiSS imaging added diagnostic information through excellent
margin and internal definition and lesion conspicuity without the use of
contrast agents. Our results support further development of HiSS imaging in at
least two directions. First, MRI specificity could be improved by developing a
new source of subvoxel information based on water resonance structure and
changes in the shape of the water signal line due to contrast agents. Second,
using spectral information to eliminate all nonwater signal, as well as
susceptibility gradient and chemical shift blurring, HiSS imaging could
improve the sensitivity of breast MRI by providing superior
full-breast-coverage images before contrast agent administration.
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