Abstract
Objective: To investigate the value of T2-weighted imaging (T2WI) and diffusion-weighted imaging
(DWI) in evaluating the therapeutic effect of high-intensity focused ultrasound (HIFU) in adenomyosis
ablation.
Material and methods
One hundred eighty-nine patients with adenomyosis were treated with HIFU.
The ablation areas on T2WI and DWI sequences were classified into different types: type I, relatively ill-
defined rim or unrecognizable; subtype IIa, well-defined rim with hyperintensity; subtype IIb, well-
defined rim with hypointensity. The volume of ablation areas on T2WI (V
T2WI
) and DWI (V
DWI
) was
measured and compared with the non-perfused volume (NPV), and linear regression was conducted
to analyze their correlation with NPV.
Results
The V
T2WI
of type I and type II (subtype IIa and subtype IIb) were statistically different from
the corresponding NPV (p ¼ 0.004 and 0.024, respectively), while no significant difference was found
between the V
DWI
of type I and type II with NPV (p ¼ 0.478 and 0.561, respectively). In the linear
regression analysis, both V
T2WI
and V
DWI
were positively correlated with NPV, with R
2
reaching 0.96
and 0.97, respectively.
Conclusions
Both T2WI and DWI have the potential for efficient evaluation of HIFU treatment in
adenomyosis, and DWI can be a replacement for CE-T1WI to some extent.
Abbreviations: HIFU: high-intensity focused ultrasound ; NPV: non-perfused volume ; NPVR: non-per -
fused volume ratio ; V
T2WI
: ablation volume on T2WI ; V
DWI
: ablation volume on DWI ; ICC: intraclass cor -
relation coefficient ; MRI: magnetic resonance image ; T2WI: T2-weighted imaging ; DWI: diffusion-
weighted imaging ; CE-T1WI: contrast-enhanced T1WI ; BMI: body mass index ; IT: interval time between
HIFU procedure and MRI scanning post-treatment ; EEF: energy efficiency factor
ARTICLE HISTORY
Received 13 June 2023
Revised 11 December 2023
Accepted 12 December 2023
Keywords
High-intensity focused
ultrasound; magnetic
resonance imaging;
adenomyosis; non-perfused
volume; efficiency
evaluation
Introduction
Adenomyosis is a common and benign uterine disease that
affects women during their childbearing age. Its typical
pathological findings are ectopic endometrial glands, stromal
tissue in the myometrium, and hyperplasia of the peripheral
smooth muscle [ 1 ]. Adenomyosis can seriously impair the
quality of life. About 2/3 of patients have symptoms of dys -
menorrhea or menorrhea and some patients may experience
infertility [ 2 , 3 ]. In addition to medication and surgery, high-
intensity focused ultrasound (HIFU) ablation is a novel
Method
for adenomyosis treatment. By focusing ultrasonic
energy on the target tissue, HIFU treatment can cause
coagulative necrosis and reduce the volume of the lesion [ 4 ].
HIFU treatment contains the advantage of being highly effi -
cient, noninvasive, and inexpensive [ 5 , 6 ].
To estimate the prognosis of the patients, the evaluation
of treatment efficacy is necessary. MRI is one of the most
important methods for efficacy evaluation post-treatment.
The ablation rate, represented by the non-perfused volume
ratio (NPVR), is the most widely used index for evaluating
the short-term efficacy of HIFU. NPVR is defined as the ratio
of the non-perfused volume (NPV) measured on post-treat -
ment contrast-enhanced T1-weighted imaging (CE-T1WI) to
the adenomyosis volume measured on pretreatment T2-
weighted imaging (T2WI). It has been confirmed that NPVR
has a significant positive correlation with the prognosis of
the patients. Therefore, the NPVR has been the gold standard
in the efficacy evaluation of HIFU treatment [ 7–9 ]. However,
the use of gadolinium-based contrast agents in CE-T1WI may
increase money consumption and time costs. Furthermore, it
CONTACT Yang Liu
[email protected]
State Key Laboratory of Ultrasound Engineering in Medicine and Engineering, College of Biomedical
Engineering, Chongqing Medical University, Yixueyuan Road, Yuzhong District, Chongqing, 400016, China; Chongqing Key Laboratory of Biomedical Engineering,
Chongqing Medical University, Chongqing, China; Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
Si Ma and Fajin Lv are both first authors.
� 2024 The Author(s). Published with license by Taylor & Francis Group, LLC
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use,
distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted
Manuscript in a repository by the author(s) or with their consent.
INTERNATIONAL JOURNAL OF HYPERTHERMIA
2024, VOL. 41, NO. 1, 2295813
https://doi.org/10.1080/02656736.2023.2295813
may also pose potential risks to patient health, such as neph -
rogenic systemic fibrosis (NSF), contrast-induced nephrop -
athy, and anaphylaxis [ 10–12 ]. An MRI method that can
quickly and effectively evaluate the efficacy of HIFU in
adenomyosis treatment without the use of contrast agents
may significantly improve its economy and safety.
T2-weighted imaging (T2WI) and diffusion-weighted imag -
ing (DWI) are MR sequences with fast imaging and without
contrast agent use. Several studies have reported their value
in the efficiency evaluation of HIFU treatment in leiomyomas
[ 13–15 ]. The signal change of micro hemorrhage on T2WI
can make the boundary between ablation areas and fibroid
tissue. Furthermore, Liao DF’s study found that a high-signal
ring on DWI after HIFU ablation could help to measure the
area of necrotic tissue and evaluate the success of the pro -
cedure. However, their value in efficiency evaluation for HIFU
treatment in adenomyosis remains unknown.
Material and methods
Patients
Patients with symptomatic adenomyosis who underwent
HIFU treatment (between June 2013 and September 2019)
were enrolled in this study ( Figure 1 ). The inclusion criteria
were as follows: (1) Adult women with symptomatic
adenomyosis; (2) the patients should be completely
autonomous and cooperate to complete HIFU treatment;
and (3) the patients should undergo pelvic MRI scanning
before and after HIFU treatment. The exclusion criteria
were as follows: (1) age < 18 years, (2) inability to com -
plete the treatment, (3) lack of clinical or imaging data, (4)
other pelvic malignancies, and (5) acute pelvic inflamma -
tion and pregnancy.
HIFU treatment
The patient ingested liquid food three days before treatment
and a single dose of intestinal preparation solution (2000 ml
of composite polyethylene glycol electrolyte solution) in the
afternoon before treatment. An enema was performed on
the morning of the day of treatment. The treated area was
shaved, degreased, and degassed in advance. The patient
was prone on the operating table, and the anterior abdom -
inal wall was in contact with degassed water. A catheter was
inserted to control bladder volume by injecting saline, and a
degassed water balloon was used to push away the intestine
in the acoustic path.
The HIFU procedure was performed using a Focused
Ultrasound Tumor Therapeutic System (Model-JC or Model-JC
200, Chongqing Haifu Medical Technology Co., Ltd.). The
ultrasound parameters used in this study were as follows: a
working frequency of 0.8 MHz, an acoustic power range of
300–400 W, and a focal area of 1.5 mm � 1.5 mm � 10 mm.
The ultrasound device provided real-time monitoring during
the HIFU procedure. The patient was treated under intraven -
ous conscious sedation with fentanyl and midazolam hydro -
chloride. The ultrasonic energy was adjusted based on both
patient’s feedback and changes in gray scale on ultrasono -
graphic imaging during the treatment. The physician discon -
tinued the treatment until the grayscale covered most of the
lesion or the patient could not endure the pain of the pro -
cedure. When the treatment ended, the patient was asked to
observe for 2 h before they returned to the ward.
MRI evaluation
All patients were scanned with 3.0 T MRI equipment (single
HD excite, GE Healthcare, USA) before and after HIFU treat -
ment. The eight-channel phased-array abdominal coil was
Figure 1. The recruitment process of patients in this study.
2
M. SI ET AL.
fixed in a supine position. Patients were asked to breathe
calmly and avoid body movements during the examination.
The scanning parameters are presented in Table 1 .
The types of ablation areas, non-perfused volume (NPV),
the ablation volume on T2WI (V
T2WI
), the ablation volume
on DWI (V
DWI
), and the volume of adenomyosis were
evaluated.
The types of ablation areas were classified independently
by radiologists 1 and 2 (both with eight years of experience
in MRI diagnosis). In cases of disagreement in classification
between the two radiologists, the final decisions were made
by radiologist 3 (10 years of experience in MRI diagnosis). All
three radiologists were blinded to the patient’s information
and post-treatment CE-T1WI images. The ablation areas on
T2WI and DWI were respectively classified according to the
following criteria ( Figure 2 ): (1) type I, the ablation area had
a relatively ill-defined rim which was either hyperintensity or
hypointensity or unrecognizable; (2) subtype IIa, the ablation
area had a well-defined rim which was hyperintensity; (3)
and subtype IIb, the ablation area had a well-defined periph -
eral rim which was hypointensity. When evaluating the abla -
tion areas, the central slice that could manifest the largest
part of the ablation area was used and pretreatment images
were selected as a reference. The consistency of the classifi -
cation of the ablation areas between the two radiologists
was evaluated using the kappa consistency test.
The ablation volume on T2WI (V
T2WI
), the ablation volume
on DWI (V
DWI
), and NPV were measured on post-treatment
T2WI, DWI (b ¼ 800 m
2
/s) and CE-T1WI. Adenomyosis volume
was measured on pretreatment T2WI. The volumes were
measured by delineating all the slices of the target areas
using the ITK-SNAP 3.4 software (Cognitica, Philadelphia, PA,
USA) and the volumes were calculated automatically ( Figure
3 ). When measuring the type I ablation volumes, the regions
with suspicious signal change at the rim should all be cov -
ered. For patients whose ablation areas were unrecognized,
we defined the V
T2WI
or V
DWI
as 0 cm
3
. V
T2WI
and V
DWI
were
compared to the corresponding NPV. Linear regression ana -
lysis was performed to assess their correlations.
Based on their ablation types on T2WI, the patients
were divided into the T2WI-type I group and the T2WI-
type II group, the T2WI-type II group was then divided
into T2WI-subtype IIa group and T2WI-subtype IIb group.
The patients were also classified into DWI-type I group,
DWI-type II group, DWI-subtype IIa group, and DWI-subtype
IIb group according to their ablation types on DWI. The
clinical and treatment parameters were compared between
the groups.
Statistical analysis
All analyses were performed using the SPSS software (SPSS
24.0 IBM Company, Armonk, NY, USA). Normally distributed
data were reported as mean ± standard deviation, whereas
non-normally distributed data were reported as medians and
interquartile ranges. The t-test or rank sum test was used to
compare differences in measurement data, and the chi-
square test was used to compare differences in counting
data. The interpretation of the Kappa value is based on the
following criteria: a Kappa value < 0.2 indicates poor consist -
ency; a Kappa value between 0.21 and 0.40 indicates fairly
poor consistency; a Kappa value between 0.41 and 0.60 indi -
cates moderate consistency; a Kappa value between 0.61
and 0.80 indicated fairly good consistency; and a Kappa
value > 0.80 indicates good consistency. An intraclass correl -
ation coefficient above 0.90 was classified as having good
reliability. Statistical significance was set at p < 0.05.
Results
General characteristic
In total, 189 patients were enrolled in this study. The mean age
was 41 ± 5 years, and the mean BMI was 32.1 ± 2.9. The median
adenomyosis volume was 94.4 (53.5–196.2) cm
3
. The median
NPV was 43.2 (23.7–78.8) cm
3
and the median NPVR was 44.1
(30.9–62.3) %. The interval time between the HIFU procedure
and post-treatment MRI scanning (IT) was 1 (1–3) days and 141
patients underwent MRI examination within 2 days.
The classification of ablation areas on T2WI and DWI
Of the 189 adenomyosis on T2WI, 31 of them presented type I
ablation areas, 119 of them presented subtype IIa ablation areas
and 39 of them presented subtype IIb ablation areas. In all 189
ablation areas on DWI, 15 of them were type I ablation areas,
121 of them were subtype IIa ablation areas, and 53 of them
were subtype IIb ablation areas. The kappa value of the classifi -
cation for the ablation area on T2WI was 0.627 (p < 0.001)
between the two radiologists, and that on DWI was 0.651
(p < 0.001). Both reached fairly good consistency ( Table 2 ).
The measurement of ablation volume on T2WI and DWI
The median V
T2WI
of type I and type II ablation area were
15.0 (5.3–33.5) cm
3
and 50.4 (23.2–114.8) cm
3
, both of which
were significantly different (p ¼ 0.004 and p ¼ 0.024,
Table 1. MRI parameters.
TR (ms) TE (ms) NEX FOV (cm � cm) Matrix size Slice thickness (mm) Slice gap (mm) Imaging planes
T2WI (FSE) 4080 105 2 38 � 47.2 512 � 512 6 2 Transverse
Sagittal
T1WI (SE) 600 10 1 38 � 47.2 512 � 512 6 2 Transverse
DWI (SE-EPI)
(b ¼ 0, 800 m
2
/s)
5700 65.7 2 38 � 38 256 � 256 5 0 Transverse
CE-MRI (LAVA) 4.2 1.9 0.72 38 � 38 512 � 512 4 0 Transverse
Sagittal
T2WI: T2-weighted imaging; T1WI: T1-weighted imaging; DWI: diffusion-weighted imaging; CE-MRI: contrast-enhanced MRI; TR: repetition time; TE: echo time;
FOV: field of view; NEX: number of excitations.
INTERNATIONAL JOURNAL OF HYPERTHERMIA
3
respectively) with their corresponding NPV, which were 21.2
(8.7–42.8) cm
3
and 49.1 (27.9–94.9) cm
3
, respectively. And
the V
DWI
of type I and type II ablation area were 9.4 (3.7–
24.6) cm
3
and 57.1 (33.5–122.3) cm
3
, both of which with no
significant difference (p ¼ 0.078 and p ¼ 0.561) with their cor -
responding NPV, which were 13.9 (6.3–26.6) cm
3
and 58.8
(30.1–118.4) cm
3
. Seven patients got invisible ablation areas
on T2WI, their largest NPV and NPVR were 18.5 cm
3
and
17.7% and their smallest NPV and NPVR were 2.2 cm
3
and
2.0%. Five patients had completely invisible ablation areas
on DWI, their largest NPV and NPVR were 6.3 cm
3
and 13.8%
and their smallest NPV and NPVR were 2.2 cm
3
and 2.0%.
The ICC of the measurement for V
T2WI
was 0.951 in the type
I group and that was 0.990 in type II group. The ICC of the
measurement for V
DWI
was 0.947 in type I group and that
was 0.975 in type II group. All achieved good consistency
( Table 3 ).
In the linear regression analysis, both V
T2WI
and V
DWI
showed significant correlations with the NPV. The linear
equation between V
T2WI
and NPV was NPV ¼ 0.98 V
T2WI
þ
1.32 (R
2
¼ 0.96, p < 0.001). The linear equation between V
DWI
and NPV was NPV ¼ 0.96 V
T2WI
þ 1.07 (R
2
¼ 0.97, p < 0.001)
( Figure 4 ).
Clinical and treatment parameters of the different
groups
The age, BMI, adenomyosis volume, adenomyosis type, ute -
rus position, NPV, sonication power, treatment time,
sonication time, sonication dose, energy efficiency factor
(EEF, defined as the ultrasound energy delivered for ablating
1 mm
3
of the adenomyotic lesion tissue), NPVR, and IT of the
different groups were compared. The NPV in the T2WI-type I
group was 21.2 (8.7–42.8) cm
3
, while the NPV was 49.1
(27.9–94.9) cm
3
in the T2WI-type II group (p < 0.01). The
NPVR in the T2WI-type I group was 27.2 (17.4–44.7)%, while
that was 54.6 (42.0–73.9)% in the T2WI-type II group
(p < 0.01). The NPV in the DWI-type I group was 13.9 (6.3–
26.6) cm
3
, and that was 58.8 (30.1–118.4) cm
3
in the DWI-
type II group (p < 0.01). The same difference was found
between the NPVR in the DWI-type I and DWI-type II group
(32.5 (13.4–48.5)% vs. 43.0 (30.0–68.7)%, p < 0.001). The EEF
in the DWI-type I group was 4.1 (2.5–6.8) kJ/cm
3
, and the
EEF in the DWI-type II group was 2.0 (1.4–4.3) kJ/cm
3
(p ¼ 0.044). And the volume of adenomyosis in the DWI-type
I group was smaller than that in the DWI-type II group (68.7
(33.6–93.9) cm
3
vs. 148.2 (76.3–266.1) cm
3
, p ¼ 0.001). The
Results
are shown in Tables 4 and 5 .
A remarkable statistical significance was found between
the ITs in the T2WI-subtype IIa and T2WI-subtype IIb groups
(1 (1–2) days vs. 5 (2–7) days, p < 0.001), and the same differ -
ence was also found between the DWI-subtype IIa and IIb
groups (1 (1–3) days vs. 6 (3-6) days, p < 0.001). The EEF and
sonication time [2.4 (1.5–7.8) kJ/cm
3
and 597 (397–1213) s] in
the T2WI-subtype IIa group were smaller than those [2.9
(1.9–4.6) kJ/cm
3
and 912 (489–1200) s] in the T2WI-subtype
IIb group. The treatment time in the T2WI-subtype IIa group
was 52 (35–93) min, which was smaller than the treatment
Figure 2. T2WI (A1, B1, C1), DWI (A2, B2, C2), and CE-T2WI (A3, B3, C3) images post-treatment. As we can see, the subtype IIa and IIb ablation areas on T2WI or
DWI had similar morphology with corresponding non-perfused area on CE-T1WI (B3 and C3).
4
M. SI ET AL.
time of 88 (61–102) min in the T2WI-subtype IIb group. And
the NPV and NPVR in the DWI-subtype IIb group were larger
than those in the DWI-subtype IIa group [54.6 (19.3–83.2)
cm
3
vs. 52.6 (21–113.5) cm
3
, p ¼ 0.026 and 67.7 (35.2–79.5)%
vs 44.1 (35.8–68.5)%, p ¼ 0.013). Furthermore, the sonication
power was slightly higher in the DWI-subtype IIa group (400
(373-400) W vs. 398 (371–400) W, p ¼ 0.013). The results are
shown in Tables 6 and 7 .
Discussion
The ultrasound energy in HIFU ablation leads to an interrup -
tion of blood flow in the ablation tissue. As a result, the
treated tissue appears as the non-perfused area on CE-T1WI
[ 16 ]. At present, the NPVR has become the gold standard for
efficient evaluation of HIFU treatment since it has a positive
correlation with the patient’s prognosis [ 7–9 ]. However, the
use of gadolinium-based contrast agents is time- and
money-consuming and may pose potential risks. Therefore, it
is more economical and safer to use the non-contrast MRI
technique for efficacy evaluation. In leiomyomas, the value
of T2WI and DWI in the efficacy evaluation of HIFU treatment
has been revealed [ 13–15 ]. However, their potential for eval -
uating HIFU treatment in adenomyosis remains unknown.
According to the image features of the ablation area on
T2WI or DWI, they were classified into type I (with an ill-
defined rim) and type II (with a well-defined rim). The main
differences in treatment parameters between the type I
group and the type II group were their NPV and NPVR.
Adenomyosis patients with type I ablation areas on T2WI or
Figure 3. The measurement of V
T2WI
, V
DWI,
NPV and volume of adenomyosis. A. Measurement of volume of adenomyosis on pretreatment T2WI; B. Measurement
of V
T2WI
on post-treatment T2WI; C. Measurement of V
DWI
on post-treatment DWI; D. Measurement of NPV on post-treatment CE-T1WI.
Table 2. Inter-reader agreement in classifying ablation types on T2WI
and DWI.
T2WI types Radiologist2
Kappa pRadiologist1 Type I Subtype IIa Subtype IIb
Type I 21 1 3
Subtype IIa 6 94 22
Subtype IIb 3 5 34
0.627 0.000
DWI types Radiologist2
Kappa PRadiologist1 Type I Subtype IIa Subtype IIb
Type I 9 1 3
Subtype IIa 5 102 16
Subtype IIb 0 9 44
0.651 0.000
Table 3. Inter-reader agreement in measuring V
T2WI
and V
DWI
.
Radiologist 1 Radiologist 2 ICC P
V
T2WI
of type I (cm
3
) 15.0 (5.3–33.5) 13.9 (4.6–38.0) 0.951 0.000
V
T2WI
of type II (cm
3
) 50.4 (23.2–114.8) 53.2 (26.1–124.4) 0.958 0.000
V
DWI
of type I (cm
3
) 9.4 (3.7–24.6) 7.1 (3.0–24.2) 0.947 0.000
V
DWI
of type II (cm
3
) 57.1 (33.5–122.3) 55.9 (34.2–123.8) 0.975 0.000
INTERNATIONAL JOURNAL OF HYPERTHERMIA
5
DWI were associated with lower NPV and NPVR, indicating
that a type I ablation area on T2WI or DWI may suggest rela -
tively poor treatment efficiency. Previous studies have also
found that lesion volume and EEF are related to NPVR [ 17 ,
18 ], which may explain why EEF and lesion volume were also
different between type I and type II.
Figure 4. Linear correspondence between V
T2WI
and NPV and V
DWI
and NPV. A. The scatter diagram of correspondence betweenV
T2WI
and NPV; B. The scatter dia -
gram of correspondence between V
DWI
and NPV.
Table 4. Comparison of clinical and treatment parameters between T2WI-type I and T2WI- type II group.
Ablation types on T2WI
pType I Type II
Age 39 ± 5 41 ± 5 0.081
BMI 23.1 ± 2.4 23.1 ± 2.9 0.987
Adenomyosis volume (cm
3
) 80.7 (45.6–112.7) 109.9 (51.2–225.7) 0.084
Types of adenomyosis (diffuse/focus) 22/9 126/32 0.340
Position involved in uterus
Anterior (yes/no) 18/13 76/82 0.310
Posterior (yes/no) 21/10 105/53 0.890
Fundus (yes/no) 8/23 56/102 0.310
NPV (cm
3
) 21.2 (8.7–42.8) 49.1 (27.9–94.9) 0.000
�
Sonication power (W) 400 (366–400) 400 (373–400) 0.400
treatment time (min) 80.7 ± 29.5 78.8 ± 51.9 (40.8–94.3) 0.535
Sonication time (s) 840.2 ± 373.3 882.4 ± 581.0 0.754
Sonication dose (kJ) 309.9 ± 159.3 343.4 ± 229.3 0.446
EEF (kJ/cm
3
) 4.0 (2.5-5.5) 2.8 (1.4–4.7) 0.061
NPVR (%) 27.2 (17.4–44.7) 54.6 (42.0–73.9) 0.000
�
IT (d) 2.0 (1.0–3.0) 2.5 (1.0–6.0) 0.238
T2WI: T2-weighted imaging; T1WI: T1-weighted imaging; DWI: diffusion-weighted imaging; CE-MRI: contrast-enhanced MRI; TR: repetition
time; TE: echo time; FOV: field of view; NEX: number of excitations.
Table 5. Comparison of clinical and treatment parameters between DWI-type I and DWI-type II group.
Ablation types on DWI
PType I Type II
Age 40 ± 6 41 ± 6 0.628
BMI 23.7 ± 2.5 23.1 ± 2.9 0.444
Adenomyosis volume (cm
3
) 68.7 (33.6–93.9) 148.2 (76.3-266.1) 0.001
�
Types of adenomyosis (diffuse/focus) 10/5 138/36 0.254
Position involved in uterus
Anterior (yes/no) 7/8 87/87 0.804
Posterior (yes/no) 11/4 115/59 0.568
Fundus (yes/no) 1/14 63/111 0.020
NPV (cm
3
) 13.9 (6.3–26.6) 58.8 (30.1–118.4) 0.000
�
Sonication power (W) 400 (359–400) 400 (390–400) 0.458
treatment time (min) 70.2 ± 32.1 79.8 ± 49.9 0.481
Sonication time (s) 785.3 ± 349.2 882.7 ± 564.9 0.526
Sonication dose (kJ) 272.3 ± 151.4 343.3 ± 23.6 0.245
EEF (kJ/cm
3
) 4.1 (2.5–6.8) 2.0 (1.4–4.3) 0.044
�
NPVR (%) 32.5 (13.4–48.5) 43.0 (30.0–68.7) 0.006
�
IT (d) 1.0 (1.0–1.3) 2.5 (1.0–5.3) 0.105
BMI: body mass index; EEF: energy efficiency factor; IT: interval time between HIFU procedure and MRI scanning post-treatment.
6
M. SI ET AL.
The type II ablation areas on T2WI and DWI were further
classified into subtypes IIa and IIb on the basis of the signal
intensity of their rims. Sixty-three percent (119/189) of the
ablation areas on T2WI belonged to subtype IIa, while 64.0%
(121/189) of the ablation areas on DWI belonged to subtype
IIa. Each of them had a core of heterogeneous signal inten -
sity and a rim of hyperintensity that delineated the edge of
the ablation area. This distinctive appearance may be due to
the difference in energy distribution in the ablation area [ 19 ,
20 ]. The central part absorbed more ultrasonic energy and
resulted in coagulative necrosis, while the peripheral part
absorbed less ultrasonic energy. Its pathological change was
cytotoxic edema, which presented high intensity on T2WI
and DWI. This phenomenon was also observed in previous
studies [ 21 , 22 ].
The remaining ablation areas on T2WI and DWI were clas -
sified as subtype IIb, and they had apparent rims of hypoin -
tensity. It is noteworthy that the median IT of patients with
subtype IIb ablation areas on T2WI and DWI was longer. The
IT of some patients in our study exceeded 2 days. Generally,
MRI scans within 2 days after the HIFU treatment would
allow physicians to better understand the success of the pro -
cedure. We still enrolled these patients in our study because
we found the IT may somehow impact the image features of
the ablation area on T2WI and DWI. When the IT was long
enough, the local micro-hemorrhage would gradually trans -
form into paramagnetic material, such as deoxyhemoglobin
or methemoglobin, which could appear as low signal inten -
sity on T2WI and DWI [ 23 , 24 ]. In the meantime, the local
cytotoxic edema also faded over time [ 21 ]. The MR findings
of subtype IIb on T2WI and DWI were not observed in previ -
ous reports [ 13 , 25 , 26 ]. This difference might be caused by
the different objects and IT in various studies. The EEF, treat -
ment time, and sonication time between the T2WI-subtype
IIa group and the T2WI-subtype IIb group showed statistical
differences. While, the NPVR, NPV, and sonication power
between the DWI-subtype IIa group and the DWI-subtype IIb
group also showed statistical differences. The results above
showed that the HIFU parameters and treatment difficulty of
adenomyosis may affect the appearance of lesions on T2WI
and DWI to some extent. However, the specific mechanism
remained unclear.
Both V
T2WI
and V
DWI
presented high correlations with NPV,
which may imply that T2WI and DWI have the potential to
be optional methods for evaluating the efficiency of HIFU
treatment for adenomyosis. The V
T2WI
of types I and II were
Table 6. Comparison of clinical and treatment parameters between T2WI-subtype IIa and T2WI-subtype IIb group.
Ablation subtypes on T2WI
pSubtype IIa Subtype IIb
Age 41 ± 6 40 ± 5 0.118
BMI 23.1 ± 2.5 23.4 ± 3.4 0.290
Adenomyosis volume (cm
3
) 83.3 (41.7–164.9) 96.4 (56.7–203.7) 0.600
Types of adenomyosis (diffuse/focus) 98/20 28/12 0.076
Position involved in uterus
Anterior (yes/no) 59/59 17/23 0.412
Posterior (yes/no) 77/41 28/12 0.451
Fundus (yes/no) 43/75 13/27 0.653
NPV (cm
3
) 43.5 (19.7–80.6) 49.9 (28.9–104.4) 0.300
Sonication power (W) 400 (385–400) 400 (369–400) 0.064
treatment time (min) 78.3 ± 55.5 80.8 ± 40.0 0.006
�
Sonication time (s) 841.2 ± 544.4 1004.1 ± 670.6 0.019
�
Sonication dose (kJ) 331.3 ± 216.4 386.5 ± 260.3 0.055
EEF (kJ/cm
3
) 2.4 (1.5–7.8) 2.9 (1.9–4.6) 0.015
�
NPVR (%) 50.7 (40.1–67.1) 58.0 (38.0–75.2) 0.145
IT (d) 1 (1–2) 5 (2–7) 0.000
�
BMI: body mass index; EEF: energy efficiency factor; IT: interval time between HIFU procedure and MRI scanning post-treatment.
Table 7. Comparison of clinical and treatment parameters between DWI-subtype IIa and DWI-subtype IIb group.
Ablation subtypes on DWI
pSubtype IIa Subtype IIb
Age 43 ± 4 38 ± 7 0.604
BMI 23.1 ± 2.1 22.5 ± 2.7 0.277
Adenomyosis volume (cm
3
) 88 (57.5–260.9) 98.6 (51.7–175.3) 0.064
Types of adenomyosis (diffuse/focus) 99/21 39/15 0.122
Position involved in uterus
Anterior (yes/no) 62/58 25/29 0.512
Posterior (yes/no) 77/43 38/16 0.424
Fundus (yes/no) 45/75 18/36 0.597
NPV (cm
3
) 52.6 (21–113.5) 54.6 (19.3–83.2) 0.013
�
Sonication power (W) 400 (373–400) 398 (371–400) 0.013
�
treatment time (min) 78.0 ± 54.6 83.3 ± 37.1 0.326
Sonication time (s) 870 ± 477 784 ± 483 0.172
Sonication dose (kJ) 353.7 ± 181 309 ± 187.5 0.241
EEF (kJ/cm
3
) 2.6 (1.2–7.9) 3.1 (1.6–4.3) 0.881
NPVR (%) 44.1 (35.8–68.5) 67.7 (35.2–79.5) 0.026
�
IT (d) 1 (1–3) 6 (3–6) 0.000
�
BMI: body mass index; EEF: energy efficiency factor; IT: interval time between HIFU procedure and MRI scanning post-treatment.
INTERNATIONAL JOURNAL OF HYPERTHERMIA
7
statistically different from their corresponding NPV. Neither
V
DWI
of type I nor V
DWI
type II V
DWI
differed significantly from
their corresponding NPV. Even though most type I ablation
areas on DWI were relatively ill-defined, their outlines were
still visible, and their V
DWI
was comparable with NPV. For
patients whose ablation areas were unrecognized, we
defined their V
DWI
as 0 cm
3
. However, no difference was
found between their V
DWI
and NPV. Because they had rather
low NPV (less than 10 cm
3
). For these reasons, DWI has high
accuracy in the volume measurement of ablation areas of all
types. However, T2WI is not suitable for evaluating the effi -
ciency of HIFU treatment for adenomyosis independently,
considering the limited accuracy of volume measurement for
ablation areas. The classification of ablation area types on
T2WI and DWI between two radiologists reached “fairly
good” standards (j ¼ 0.627 and 0.651) in Kappa consistency
tests. This meant that a “gray zone” existed in the classifica -
tion of area types on DWI. However, it may have little effect
on the value of DWI in efficiency evaluation, because DWI
achieved high accuracy in the measurement of ablation areas
of both type I and type II. Based on the above analysis, we
believe that DWI may replace CE-T1WI in NPVR measure -
ments and calculations to some extent.
There are still some limitations in this study: first, it is a
retrospective study, and bias is inevitable; furthermore, the
interval time of MRI reexamination post-treatment for some
patients exceeded 2 days, which may have some impact on
the results; and finally, patients were treated by physicians
with different seniorities.
Conclusions
Both T2WI and DWI have the potential to evaluate the effi -
ciency of high-intensity focused ultrasound in adenomyosis
ablation, and DWI may be an alternative to CE-T1WI.
Author contributions
Si Ma: manuscript writing, data management, and analysis. Mingmei
Tang, Xueke Qiu, and Yang Liu (third author): Classification and ROI
delineation. Chunmei Gong: Conceptualization. Yan Hu: chart drawing.
Fajin Lv and Yang Liu: project development and administration.
Ethical approval
The protocol of this retrospective study was approved by the Ethics
Committee, and the requirement for informed consent was waived (eth -
ics approval number K2023-115). All patient data were anonymized for
reporting purposes.
Disclosure statement
No potential conflict of interest was reported by the author(s).
Funding
The authors reported there is no funding associated with the work fea -
tured in this article.
Data availability statement
The authors confirm that data supporting the findings of this study are
available upon request from the corresponding author. The data are not
publicly available because they contain information that can comprom -
ise the privacy of the research participants.
References
0[1] Zhai J, Vannuccini S, Petraglia F, et al. Adenomyosis: mechanisms
and pathogenesis. Semin Reprod Med. 2020;38(2-03):129–143.
doi: 10.1055/s-0040-1716687.
0[2] Chen Q, Li YW, Wang S, et al. Clinical manifestations of adeno -
myosis patients with or without pain symptoms. J Pain Res. 2019;
12:3127–3133. doi: 10.2147/JPR.S212117.
0[3] Harada T, Khine YM, Kaponis A, et al. The impact of adenomyosis
on women’s fertility. Obstet Gynecol Surv. 2016;71(9):557–568.
doi: 10.1097/OGX.0000000000000346.
0[4] Bachu VS, Kedda J, Suk I, et al. High-intensity focused ultrasound:
a review of mechanisms and clinical applications. Ann Biomed
Eng. 2021;49(9):1975–1991. doi: 10.1007/s10439-021-02833-9.
0[5] Marques ALS, Andres MP, Kho RM, et al. Is high-intensity focused
ultrasound effective for the treatment of adenomyosis? A system -
atic review and meta-analysis. J Minim Invasive Gynecol. 2020;
27(2):332–343. doi: 10.1016/j.jmig.2019.07.029.
0[6] Ou KY, Jeng CJ, Long CY, et al. A comparison of the cost-utility
of ultrasound-guided high-intensity focused ultrasound and hys -
terectomy for adenomyosis: a retrospective study: is the cost-
effectiveness of HIFU for adenomyosis and fibroids feasible?
BJOG. 2018;125(6):763–764. doi: 10.1111/1471-0528.15115.
0[7] Fan TY, Zhang L, Chen W, et al. Feasibility of MRI-guided high
intensity focused ultrasound treatment for adenomyosis. Eur J
Radiol. 2012;81(11):3624–3630. doi: 10.1016/j.ejrad.2011.05.036.
0[8] Mindjuk I, Trumm CG, Herzog P, et al. MRI predictors of clinical
success in MR-guided focused ultrasound (MRgFUS) treatments
of uterine fibroids: results from a single Centre. Eur Radiol. 2015;
25(5):1317–1328. doi: 10.1007/s00330-014-3538-6.
0[9] Keserci B, Duc NM. Magnetic resonance imaging features influ -
encing high-intensity focused ultrasound ablation of adenomyo -
sis with a nonperfused volume ratio of �90% as a measure of
clinical treatment success: retrospective multivariate analysis. Int J
Hyperthermia. 2018;35(1):626–636. doi: 10.1080/02656736.2018.
1516301.
[10] Prince MR, Zhang H, Zou Z, et al. Incidence of immediate gado -
linium contrast media reactions. AJR Am J Roentgenol. 2011;
196(2):W138–W143. doi: 10.2214/AJR.10.4885.
[11] Rogosnitzky M, Branch S. Gadolinium-based contrast agent tox -
icity: a review of known and proposed mechanisms. Biometals.
2016;29(3):365–376. doi: 10.1007/s10534-016-9931-7.
[12] Laurent S, Elst LV, Copoix F, et al. Stability of MRI paramagnetic
contrast media: a proton relaxometric protocol for transmetalla -
tion assessment. Invest Radiol. 2001;36(2):115–122. doi: 10.1097/
00004424-200102000-00008.
[13] Liao D, Xiao Z, Lv F, et al. Non-contrast enhanced MRI for assess -
ment of uterine fibroids’ early response to ultrasound-guided
high-intensity focused ultrasound thermal ablation. Eur J Radiol.
2020;122:108670. doi: 10.1016/j.ejrad.2019.108670.
[14] Ikink ME, Voogt MJ, van den Bosch MA, et al. Diffusion-weighted
magnetic resonance imaging using different b-value combina -
tions for the evaluation of treatment results after volumetric
MR-guided high-intensity focused ultrasound ablation of uterine
fibroids. Eur Radiol. 2014;24(9):2118–2127. doi: 10.1007/s00330-
014-3274-y.
[15] Liu J, Wei J, Keserci B, et al. T2
�
-weighted imaging in the assess -
ment of the non-perfused volume of uterine fibroids following
magnetic resonance-guided high-intensity focused ultrasound
ablation. Int J Gynaecol Obstet. 2016;132(1):100–102. doi: 10.
1016/j.ijgo.2015.07.005.
8
M. SI ET AL.
[16] Wu F, Chen WZ, Bai J, et al. Tumor vessel destruction resulting
from high-intensity focused ultrasound in patients with solid
malignancies. Ultrasound Med Biol. 2002;28(4):535–542. doi: 10.
1016/s0301-5629(01)00515-4.
[17] Gong C, Lin Z, Lv F, et al. Magnetic resonance imaging parame -
ters in predicting the ablative efficiency of high-intensity focused
ultrasound for uterine fibroids. Int J Hyperthermia. 2021;38(1):
523–531. doi: 10.1080/02656736.2021.1904152.
[18] Gong C, Yang B, Shi Y, et al. Factors influencing the ablative effi -
ciency of high intensity focused ultrasound (HIFU) treatment for
adenomyosis: a retrospective study. Int J Hyperthermia. 2016;
32(5):496–503. doi: 10.3109/02656736.2016.1149232.
[19] Chu KF, Dupuy DE. Thermal ablation of tumours: biological mech -
anisms and advances in therapy. Nat Rev Cancer. 2014;14(3):199–
208. doi: 10.1038/nrc3672.
[20] Willis WT, Jackman MR, Bizeau ME, et al. Hyperthermia impairs
liver mitochondrial function in vitro. Am J Physiol Regul Integr
Comp Physiol. 2000;278(5):R1240–R1246. doi: 10.1152/ajpregu.
2000.278.5.R1240.
[21] Harary M, Essayed WI, Valdes PA, et al. Volumetric analysis of
magnetic resonance-guided focused ultrasound thalamotomy
lesions. Neurosurg Focus. 2018;44(2):E6. doi: 10.3171/2017.11.
FOCUS17587.
[22] Walker MR, Zhong J, Waspe AC, et al. Acute MR-guided high-
intensity focused ultrasound lesion assessment using diffusion-
weighted imaging and histological analysis. Front Neurol. 2019;
10:1069. doi: 10.3389/fneur.2019.01069.
[23] Gomori JM, Grossman RI, Goldberg HI, et al. Intracranial hemato -
mas: imaging by high-field MR. Radiology. 1985;157(1):87–93. doi:
10.1148/radiology.157.1.4034983.
[24] Gomori JM, Grossman RI, Hackney DB, et al. Variable appearances
of subacute intracranial hematomas on high-field spin-echo MR.
Am J Roentgenol. 1988;150(1):171–178. doi: 10.2214/ajr.150.1.171.
[25] Jacobs MA, Gultekin DH, Kim HS. Comparison between diffusion-
weighted imaging, T2-weighted, and postcontrast T1-weighted
imaging after MR-guided, high intensity, focused ultrasound
treatment of uterine leiomyomata: preliminary results. Med Phys.
2010;37(9):4768–4776. doi: 10.1118/1.3475940.
[26] Pilatou MC, Stewart EA, Maier SE, et al. MRI-based thermal dosim -
etry and diffusion-weighted imaging of MRI-guided focused ultra -
sound thermal ablation of uterine fibroids. J Magn Reson
Imaging. 2009;29(2):404–411. doi: 10.1002/jmri.21688.
INTERNATIONAL JOURNAL OF HYPERTHERMIA
9
Text is read by the "Ask this paper" AI Q&A widget below.
Extraction quality varies by source — PMC NXML preserves structure
cleanly, OA-HTML may include some navigation residue, and OA-PDF can
have broken hyphenation. The publisher copy
(via DOI)
is the canonical version.