1
|
Wang J, Yang X, Wu Y, Peng Y, Zou Y, Lu X, Chen S, Pan X, Ni D, Sun L. Deep learning-assisted two-dimensional transperineal ultrasound for analyzing bladder neck motion in women with stress urinary incontinence. Am J Obstet Gynecol 2025; 232:112.e1-112.e12. [PMID: 39032723 DOI: 10.1016/j.ajog.2024.07.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 06/28/2024] [Accepted: 07/02/2024] [Indexed: 07/23/2024]
Abstract
BACKGROUND No universally recognized transperineal ultrasound parameters are available for evaluating stress urinary incontinence. The information captured by commonly used perineal ultrasound parameters is limited and insufficient for a comprehensive assessment of stress urinary incontinence. Although bladder neck motion plays a major role in stress urinary incontinence, objective and visual methods to evaluate its impact on stress urinary incontinence remain lacking. OBJECTIVE To use a deep learning-based system to evaluate bladder neck motion using 2-dimensional transperineal ultrasound videos, exploring motion parameters for diagnosing and evaluating stress urinary incontinence. We hypothesized that bladder neck motion parameters are associated with stress urinary incontinence and are useful for stress urinary incontinence diagnosis and evaluation. STUDY DESIGN This retrospective study including 217 women involved the following parameters: maximum and average speeds of bladder neck descent, β angle, urethral rotation angle, and duration of the Valsalva maneuver. The fitted curves were derived to visualize bladder neck motion trajectories. Comparative analyses were conducted to assess these parameters between stress urinary incontinence and control groups. Logistic regression and receiver operating characteristic curve analyses were employed to evaluate the diagnostic performance of each motion parameter and their combinations for stress urinary incontinence. RESULTS Overall, 173 women were enrolled in this study (82, stress urinary incontinence group; 91, control group). No significant differences were observed in the maximum and average speeds of bladder neck descent and in the speed variance of bladder neck descent. The maximum and average speed of the β and urethral rotation angles were faster in the stress urinary incontinence group than in the control group (151.2 vs 109.0 mm/s, P=.001; 6.0 vs 3.1 mm/s, P<.001; 105.5 vs 69.6 mm/s, P<.001; 10.1 vs 7.9 mm/s, P=.011, respectively). The speed variance of the β and urethral rotation angles were higher in the stress urinary incontinence group (844.8 vs 336.4, P<.001; 347.6 vs 131.1, P<.001, respectively). The combination of the average speed of the β angle, maximum speed of the urethral rotation angle, and duration of the Valsalva maneuver demonstrated a strong diagnostic performance (area under the curve, 0.87). When 0.481∗β anglea+0.013∗URAm+0.483∗Dval=7.405, the diagnostic sensitivity was 70% and specificity was 92%, highlighting the significant role of bladder neck motion in stress urinary incontinence, particularly changes in the speed of the β and urethral rotation angles. CONCLUSIONS A system utilizing deep learning can describe the motion of the bladder neck in women with stress urinary incontinence during the Valsalva maneuver, making it possible to visualize and quantify bladder neck motion on transperineal ultrasound. The speeds of the β and urethral rotation angles and duration of the Valsalva maneuver were relatively reliable diagnostic parameters.
Collapse
Affiliation(s)
- Jin Wang
- Department of Ultrasound Medicine, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xin Yang
- Medical UltraSound Image Computing (MUSIC) Lab, Shenzhen University, Shenzhen, China; National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Shenzhen University, Shenzhen, China
| | - Yinnan Wu
- Department of Ultrasound Medicine, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China; School of Mathematical Sciences, Zhejiang University, Hangzhou, Zhejiang, China
| | - Yanqing Peng
- Department of Ultrasound Medicine, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Yan Zou
- Department of Ultrasound Medicine, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xiduo Lu
- Shenzhen RayShape Medical Technology Co, Ltd, Shenzhen, China
| | - Shuangxi Chen
- Department of Ultrasound Medicine, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xiaoyi Pan
- Shenzhen RayShape Medical Technology Co, Ltd, Shenzhen, China
| | - Dong Ni
- Medical UltraSound Image Computing (MUSIC) Lab, Shenzhen University, Shenzhen, China; National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Shenzhen University, Shenzhen, China.
| | - Litao Sun
- Department of Ultrasound Medicine, Cancer Center, Zhejiang Provincial People's Hospital, Affiliated People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang, China.
| |
Collapse
|
2
|
Afyouni AS, Wu YX, Balis UGJ, DeLancey J, Sadeghi Z. An Overview of the Effect of Aging on the Female Urethra. Urol Clin North Am 2024; 51:239-251. [PMID: 38609196 DOI: 10.1016/j.ucl.2024.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2024]
Abstract
Urethral function declines by roughly 15% per decade and profoundly contributes to the pathogenesis of urinary incontinence. Individuals with poor urethral function are more likely to fail surgical management for stress incontinence that focus on improving urethral support. The reduced number of intramuscular nerves and the morphologic changes in muscle and connective tissue collectively impact urethral function as women age. Imaging technologies like MRI and ultrasound have advanced our understanding of these changes. However, substantial knowledge gaps remain. Addressing these gaps can be crucial for developing better prevention and treatment strategies, ultimately enhancing the quality of life for aging women.
Collapse
Affiliation(s)
- Andrew S Afyouni
- Division of Neurourology and Reconstructive Pelvic Surgery, Department of Urology, University of California Irvine, 3800 W. Chapman Avenue, Suite 7200, Orange, CA 92868, USA
| | - Yi Xi Wu
- Division of Neurourology and Reconstructive Pelvic Surgery, Department of Urology, University of California Irvine, 3800 W. Chapman Avenue, Suite 7200, Orange, CA 92868, USA
| | - Ulysses G J Balis
- Division of Pathology Informatics, Department of Pathology, University of Michigan Medical School, 2800 Plymouth Road, NCRC Building 35, Ann Arbor, MI 48109, USA
| | - John DeLancey
- Department of Obstetrics and Gynecology, University of Michigan Medical School, L4208 UH South, 1500 East Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Zhina Sadeghi
- Division of Neurourology and Reconstructive Pelvic Surgery, Department of Urology, University of California Irvine, 3800 W. Chapman Avenue, Suite 7200, Orange, CA 92868, USA.
| |
Collapse
|
3
|
Shi L, Zhao Y, Li W, Chen L, Shen W, Zhai L. Evaluation of pelvic structural abnormalities in primiparous women with stress urinary incontinence. Int Urogynecol J 2024; 35:369-380. [PMID: 37966496 DOI: 10.1007/s00192-023-05675-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 10/08/2023] [Indexed: 11/16/2023]
Abstract
INTRODUCTION AND HYPOTHESIS The objective was to evaluate the morphological characteristics of pelvic floor structure specific to de novo stress urinary incontinence (SUI) in primiparous women using three-dimensional (3D) reconstruction fusion technology based on static MRI combined with dynamic MRI. METHODS Eighty-one primiparous women after the first vaginal delivery were studied, 40 with SUI and 41 without SUI. 3D reconstruction models based on static MRI were used to describe the anatomical abnormalities of pelvic floor tissues. Dynamic MRI was used to describe segmental activities of the urethra and vagina. The relationship between the morphometry and postpartum SUI was evaluated by logistic regression analysis and receiver operator characteristic curve. RESULTS The differences in the distance from the bladder neck to the pubic symphysis (BSD), the angle between the posterior wall of the urethra and the anterior wall of the vagina, the width of the distal region of the vagina, urethral length, urethral compression muscle volume (CUV), and pubovisceral muscle volume, puborectal muscle volume, were measured, and except for the extremity of the anterior urethral wall, the total displacements (TDs) of the other sites between the two groups were statistically significant (p < 0.05). Logistic regression analysis showed that the BSD decreased, the CUV decreased, the TDs of the first site and the eighth site increment correlated significantly with postpartum SUI occurrence (p < 0.05). CONCLUSIONS 3D reconstruction fusion technology provides an important support for a precise assessment of the pelvic floor dysfunction. The BSD, CUV, and iliococcygeus muscle volume have certain values in predicting de novo SUI after first vaginal birth.
Collapse
Affiliation(s)
- Li Shi
- Department of Anatomy and Histology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Yujiao Zhao
- Department of Radiology, Tianjin First Central Hospital, School of Medicine, Nankai University, Fukang Road No. 24, Nankai District, Tianjin, 300192, China
| | - Weijun Li
- Department of Anatomy and Histology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China
| | - Lihua Chen
- Department of Radiology, Tianjin First Central Hospital, School of Medicine, Nankai University, Fukang Road No. 24, Nankai District, Tianjin, 300192, China
| | - Wen Shen
- Department of Radiology, Tianjin First Central Hospital, School of Medicine, Nankai University, Fukang Road No. 24, Nankai District, Tianjin, 300192, China.
| | - Lidong Zhai
- Department of Anatomy and Histology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, 300070, China.
| |
Collapse
|
4
|
Liu L, Chen B, Si X, Hou W, Fan Q, Li X, Li J, Ming S, Yin P, Chen Y. Optimized electroacupuncture treatment for female stress urinary incontinence: study protocol for a multi-center randomized controlled trial. Front Psychiatry 2023; 14:1228131. [PMID: 37663593 PMCID: PMC10470623 DOI: 10.3389/fpsyt.2023.1228131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 07/31/2023] [Indexed: 09/05/2023] Open
Abstract
Background Stress urinary incontinence (SUI) is a common condition that can severely affect women's life quality. Electroacupuncture (EA) has been proved to be an optional treatment for SUI, but the tolerance of EA becomes a factor affecting efficiency, which should not be ignored and needs to be solved urgently. The purpose of this study is to find out whether the use of alternating acupoints combination can solve this problem or not and provide an optimization of EA treatment for female SUI. Methods This multi-center randomized controlled trial will enroll 360 patients with SUI. They will be randomly assigned to one of the three groups-sacral acupoints group (sacral group), abdominal acupoints group (abdominal group), or alternating acupoints group (alternating group)-at a 1:1:1 ratio. The patients will receive 18 sessions of EA treatment and will be followed up for 48 weeks after the treatment. The primary outcome measure of the study is the change of urine leakage at week 6. The secondary outcomes include the incontinence episode frequency (IEF), International Consultation on Incontinence Questionnaire-Short Form (ICIQ-SF), severity of SUI, patient self-evaluation of therapeutic effects, weekly usage of urine pads, ultrasonography of pelvic floor, specialty therapies for SUI, evaluation of discomfort during EA treatment, patient acceptability evaluation and adverse events related to intervention. Discussion This trial is specifically designed to offer an optimized EA treatment for female SUI, aiming to enhance their quality of life.Clinical trial registration: ClinicalTrials.gov, identifier ID:NCT05635669.
Collapse
Affiliation(s)
- Lumin Liu
- LongHua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Bingli Chen
- Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xiaohui Si
- LongHua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Wenguang Hou
- Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Qian Fan
- LongHua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xu Li
- LongHua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Juanjuan Li
- LongHua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Shuren Ming
- Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ping Yin
- LongHua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yuelai Chen
- LongHua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, China
| |
Collapse
|
5
|
Wang L, Liu Y, Wang X, Shi G, Huang J, Xiao X, Xie Y. Association between urethral funneling in stress urinary incontinence and the biological properties of the urethral rhabdosphincter muscle based on shear wave elastography. Neurourol Urodyn 2023; 42:282-288. [PMID: 36335601 DOI: 10.1002/nau.25080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 09/12/2022] [Accepted: 10/19/2022] [Indexed: 11/08/2022]
Abstract
OBJECTIVES To apply shear wave elastography (SWE) combined with transperineal ultrasonography (TPUS) to study the association between urethral funneling in stress urinary incontinence (SUI) and the biological properties of the urethral rhabdosphincter muscle in women. METHODS This single-center retrospective study included 166 women with SUI (SUI group) and 185 women who underwent a routine physical examination (control group). The control group and SUI group were divided into nonfunneling and funneling groups according to the presence or absence of urethral funneling, respectively, and their ultrasound findings were compared to analyze the association between funneling and ultrasound measurements. RESULTS The SUI group had a lower mean E than the control group (15.54 vs. 20.82 kPa, p < 0.001). The SUI-funneling group had a lower mean E than the SUI-nonfunneling group (15.50 vs. 17.21 kPa, p < 0.001). The area under the (AUC) receiver operating characteristic (ROC) curve of the mean E for predicting SUI was 0.864, with a cutoff value of 19.19 kPa. The AUC of the mean E for predicting urethral funneling was 0.832, with a cutoff value of 17.15 kPa. The stiffness of the urethral rhabdosphincter was an independent factor related to SUI and urethral funneling in SUI. CONCLUSIONS SWE can be used to assess the biological properties of the urethral rhabdosphincter, and reduced stiffness of the rhabdosphincter was significantly correlated with SUI and funneling in SUI. Thus, women with urethral funneling in SUI may have a weak urethral rhabdosphincter.
Collapse
Affiliation(s)
- Liang Wang
- Department of Ultrasound Diagnosis, Guangzhou Red Cross Hospital (Guangzhou Red Cross Hospital of Jinan University), Guangzhou, China
| | - Yun Liu
- Department of Nephrology, Guangzhou Red Cross Hospital (Guangzhou Red Cross Hospital of Jinan University), Guangzhou, China
| | - Xiaona Wang
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, China
| | - Guoqiang Shi
- Department of Urology Surgery, Guangzhou Red Cross Hospital (Guangzhou Red Cross Hospital of Jinan University), Guangzhou, China
| | - Jun Huang
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, China
| | - Xue Xiao
- Department of Gynecology and Obstetrics, Guangzhou Red Cross Hospital (Guangzhou Red Cross Hospital of Jinan University), Guangzhou, China
| | - Ying Xie
- Department of Gynecology and Obstetrics, Guangzhou Red Cross Hospital (Guangzhou Red Cross Hospital of Jinan University), Guangzhou, China
| |
Collapse
|
6
|
Zhao B, Wen L, Liu D, Huang S. The Visualized Urethral Mobility Profile in Stress Urinary Incontinence Described by Four-Dimensional Transperineal Ultrasound. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2022; 41:1439-1445. [PMID: 34515354 DOI: 10.1002/jum.15828] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 07/25/2021] [Accepted: 08/29/2021] [Indexed: 05/17/2023]
Abstract
OBJECTIVES To describe the urethral mobility during urine leaking in stress urinary incontinence (SUI) by transperineal ultrasound (TPUS) with urethral mobility profile (UMP) analysis. METHODS This was a prospective study of 380 women who had a cough stress test (CST) with TPUS. UMP software automatically placed six equidistant points from the bladder neck (Point 1) to the external urethral meatus (Point 6) and determined their x and y coordinates relative to the symphysis pubis. Urethral mobility vector of Points 1-6 (Vectors 1-6) and the distance between the six points and the symphysis (Dist. 1-6) were calculated and compared between the two groups. The visualized UMP was created by reproducing the positions of the six points at rest and on Valsalva. RESULTS Valid data of 188 women with SUI and 174 continent women were analyzed. The mean age of all 362 women was 49.3 years. Mean body mass index in the SUI group was significantly increased (23.8 vs 22.2 kg/m2 , P < .001). During CST, Vectors 1-6 and Dist. 2-6 were significantly increased (all P < .005) in the SUI group. The UMP showed the mid-urethral rotated down around the symphysis pubis. The upper urethral profile in the two groups was similar. But the gap between the mid-urethra and the symphysis was wider in the SUI group. CONCLUSIONS The visualized UMP illustrated the mid-urethral hypermobility in SUI by showing a wider gap due to the unstable connection between the mid-urethra and the symphysis pubis.
Collapse
Affiliation(s)
- Baihua Zhao
- Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Lieming Wen
- Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | | | - Shanya Huang
- Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| |
Collapse
|