1
|
Lv M, Hui X, Yang X, Li S, Mao Z, Zhang X, Yang K. Comparison of the diagnostic accuracy of enhanced-CT and double contrast-enhanced ultrasound for preoperative T-staging of gastric cancer: a meta-analysis. Cancer Imaging 2025; 25:48. [PMID: 40181411 PMCID: PMC11966938 DOI: 10.1186/s40644-025-00861-5] [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: 05/20/2024] [Accepted: 03/11/2025] [Indexed: 04/05/2025] Open
Abstract
BACKGROUND Accurate preoperative staging of gastric cancer (GC) depends on effective diagnostic methods. Enhanced computed tomography (enhanced-CT) is a widely used and reliable preoperative assessment tool for GC, Double Contrast-Enhanced Ultrasound (DCEUS) can display the structure and layers of the gastric wall more accurately, and has high sensitivity (SE) and specificity (SP). OBJECTIVE The present study aims to conduct a comprehensive meta-analysis comparing the preoperative T-staging accuracy of DCEUS and enhanced-CT. METHODS A systematic literature search was conducted across PubMed, Embase, Web of Science, and Cochrane Library to identify eligible articles from inception to February 19, 2024. The study included both prospective and retrospective studies involving patients with GC who underwent DCEUS or enhanced-CT. This encompassed studies utilizing comparative diagnostic test accuracy (CDTA) with both DCEUS and enhanced-CT, as well as studies employing single diagnostic test accuracy (SDTA) with either DCEUS or enhanced-CT alone. Risk of bias was assessed using the Quality Assessment Of Diagnostic Accuracy Studies-C (QUADAS-C) and Assessment Of Diagnostic Accuracy Studies-2 (QUADAS-2) tool. The quality of evidence for each outcome was assessed using GRADE (Grading of Recommendations Assessment, Development and Evaluation). RESULTS A total of 39 studies involving 6,374 patients were included in this meta-analysis. Among these, 3 studies (319 patients) directly compared dynamic contrast-enhanced ultrasound (DCEUS) and enhanced computed tomography (CT), while 31 studies (5,180 patients) evaluated enhanced CT alone, and 5 studies (875 patients) assessed DCEUS alone. For the direct comparison studies (CDTA), DCEUS demonstrated higher sensitivity (SE) and specificity (SP) for T1-T4 staging compared to enhanced CT, with moderate to low certainty of evidence. Specifically, DCEUS showed superior performance in detecting early-stage (T1) and advanced-stage (T4) tumors. Enhanced CT, while effective, had lower sensitivity across all stages, particularly for T1 tumors. In the single-modality studies (SDTA), DCEUS consistently showed higher sensitivity for T2-T4 staging compared to enhanced CT, with comparable specificity. However, the certainty of evidence for indirect comparisons was very low, highlighting the need for further high-quality comparative studies. Overall, DCEUS appears to be a promising modality for gastric cancer T staging, particularly for early-stage detection, but the limited number of direct comparative studies underscores the need for more robust evidence. CONCLUSION Current evidence indicates that DCEUS significantly outperforms enhanced-CT in terms of SE and diagnostic accuracy for preoperative T-staging of GC, while maintaining comparable SP. However, these findings require further validation through rigorous studies with larger sample sizes and improved methodological quality.
Collapse
Affiliation(s)
- MingYue Lv
- The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou, 730000, China
- Evidence-Based Medicine Centre, School of Basic Medical Science, Lanzhou University, Lanzhou, 730000, China
| | - Xu Hui
- Evidence-Based Medicine Centre, School of Basic Medical Science, Lanzhou University, Lanzhou, 730000, China
- Centre for Evidence-Based Social Science/Center for Health Technology Assessment, School of Public Health, Lanzhou University, Lanzhou, 730000, China
- Gansu Key Laboratory of Evidence-Based Medicine, Lanzhou University, Lanzhou, 730000, China
| | - Xin Yang
- The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou, 730000, China
- Evidence-Based Medicine Centre, School of Basic Medical Science, Lanzhou University, Lanzhou, 730000, China
| | - SuSu Li
- The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou, 730000, China
| | - ZhiGuo Mao
- The First Clinical Medical College of Gansu University of Traditional Chinese Medicine, Lanzhou, 730000, China
| | - XinHua Zhang
- Department of Ultrasound Medicine, Gansu University of Chinese Medicine, Gansu Provincial People'S Hospital, No. 204, Donggang West Road, Chengguan District, Lanzhou, 730000, China.
| | - KeHu Yang
- Evidence-Based Medicine Centre, School of Basic Medical Science, Lanzhou University, Lanzhou, 730000, China.
- Centre for Evidence-Based Social Science/Center for Health Technology Assessment, School of Public Health, Lanzhou University, Lanzhou, 730000, China.
- Gansu Key Laboratory of Evidence-Based Medicine, Lanzhou University, Lanzhou, 730000, China.
| |
Collapse
|
2
|
Liang Y, Jing WY, Song J, Wei QX, Cai ZQ, Li J, Wu P, Wang D, Ma Y. Clinical application of oral contrast-enhanced ultrasound in evaluating the preoperative T staging of gastric cancer. World J Gastroenterol 2024; 30:4439-4448. [PMID: 39534423 PMCID: PMC11551674 DOI: 10.3748/wjg.v30.i41.4439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 09/08/2024] [Accepted: 09/23/2024] [Indexed: 10/23/2024] Open
Abstract
BACKGROUND Oral contrast-enhanced ultrasound (OCEUS) is widely used in the noninvasive diagnosis and screening of gastric cancer (GC) in China. AIM To investigate the clinical application of OCEUS in evaluating the preoperative T staging of gastric cancer. METHODS OCEUS was performed before the operation, and standard ultrasound images were retained. The depth of infiltration of GC (T-stage) was evaluated according to the American Joint Committee on Cancer 8th edition of the tumor-node-metastasis staging criteria. Finally, with postoperative pathological staging as the gold standard reference, the sensitivity, specificity, negative predictive value, positive predictive value, and diagnostic value of OCEUS T staging were evaluated. RESULTS OCEUS achieved diagnostic accuracy rates of 76.6% (T1a), 69.6% (T1b), 62.7% (T2), 60.8% (T3), 88.0% (T4a), and 88.7% (T4b), with an average of 75.5%. Ultrasonic T staging sensitivity exceeded 62%, aside from T1b at 40.3%, while specificity was over 91%, except for T3 with 83.5%. The Youden index was above 60%, with T1b and T2 being exceptions. OCEUS T staging corresponded closely with pathology in T4b (kappa > 0.75) and moderately in T1a, T1b, T2, T3, and T4a (kappa 0.40-0.75), registering a concordance rate exceeding 84%. CONCLUSION OCEUS was effective, reliable, and accurate in diagnosing the preoperative T staging of GC. As a noninvasive diagnostic technique, OCEUS merits clinical popularization.
Collapse
Affiliation(s)
- Yu Liang
- Department of Ultrasound, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, Sichuan Province, China
| | - Wan-Yi Jing
- Department of Ultrasound, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, Sichuan Province, China
| | - Jun Song
- Department of Ultrasound, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, Sichuan Province, China
| | - Qiu-Xin Wei
- Department of Ultrasound, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, Sichuan Province, China
| | - Zhi-Qing Cai
- Department of Ultrasound, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, Sichuan Province, China
| | - Juan Li
- Department of Pathology, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, Sichuan Province, China
| | - Ping Wu
- Department of Ultrasound, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, Sichuan Province, China
| | - Dong Wang
- Department of Ultrasound, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, Sichuan Province, China
| | - Yi Ma
- Department of Ultrasound, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610072, Sichuan Province, China
| |
Collapse
|
3
|
Xu YF, Ma HY, Huang GL, Zhang YT, Wang XY, Wei MJ, Pei XQ. Double contrast-enhanced ultrasonography improves diagnostic accuracy of T staging compared with multi-detector computed tomography in gastric cancer patients. World J Gastroenterol 2024; 30:3005-3015. [PMID: 38946876 PMCID: PMC11212705 DOI: 10.3748/wjg.v30.i23.3005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 04/24/2024] [Accepted: 05/13/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is the most common malignant tumor and ranks third for cancer-related deaths among the worldwide. The disease poses a serious public health problem in China, ranking fifth for incidence and third for mortality. Knowledge of the invasive depth of the tumor is vital to treatment decisions.
AIM To evaluate the diagnostic performance of double contrast-enhanced ultrasonography (DCEUS) for preoperative T staging in patients with GC by comparing with multi-detector computed tomography (MDCT).
METHODS This single prospective study enrolled patients with GC confirmed by preoperative gastroscopy from July 2021 to March 2023. Patients underwent DCEUS, including ultrasonography (US) and intravenous contrast-enhanced ultrasonography (CEUS), and MDCT examinations for the assessment of preoperative T staging. Features of GC were identified on DCEUS and criteria developed to evaluate T staging according to the 8th edition of AJCC cancer staging manual. The diagnostic performance of DCEUS was evaluated by comparing it with that of MDCT and surgical-pathological findings were considered as the gold standard.
RESULTS A total of 229 patients with GC (80 T1, 33 T2, 59 T3 and 57 T4) were included. Overall accuracies were 86.9% for DCEUS and 61.1% for MDCT (P < 0.001). DCEUS was superior to MDCT for T1 (92.5% vs 70.0%, P < 0.001), T2 (72.7% vs 51.5%, P = 0.041), T3 (86.4% vs 45.8%, P < 0.001) and T4 (87.7% vs 70.2%, P = 0.022) staging of GC.
CONCLUSION DCEUS improved the diagnostic accuracy of preoperative T staging in patients with GC compared with MDCT, and constitutes a promising imaging modality for preoperative evaluation of GC to aid individualized treatment decision-making.
Collapse
Affiliation(s)
- Yan-Fen Xu
- Department of Ultrasound, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
| | - Hui-Yun Ma
- Department of Radiology, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
| | - Gui-Ling Huang
- Department of Ultrasound, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
| | - Yu-Ting Zhang
- Department of Ultrasound, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
| | - Xue-Yan Wang
- Department of Ultrasound, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
| | - Ming-Jie Wei
- Department of Ultrasound, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
| | - Xiao-Qing Pei
- Department of Medical Ultrasound, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, Guangdong Province, China
| |
Collapse
|
4
|
Wang CY, Fan XJ, Wang FL, Ge YY, Cai Z, Wang W, Zhou XP, Du J, Dai DW. Clinical value of oral contrast-enhanced ultrasonography in diagnosis of gastric tumors. World J Gastrointest Oncol 2024; 16:110-117. [PMID: 38292839 PMCID: PMC10824109 DOI: 10.4251/wjgo.v16.i1.110] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 11/10/2023] [Accepted: 11/15/2023] [Indexed: 01/11/2024] Open
Abstract
BACKGROUND The incidence of gastric cancer remains high, and it is the sixth most common cancer and the fourth leading cause of cancer deaths worldwide. Oral contrast-enhanced ultrasonography is a simple, non-invasive, and painless method for the diagnosis of gastric tumors. AIM To explore the diagnostic value of oral contrast-enhanced ultrasonography for the detection of gastric tumors. METHODS The screening results based on oral contrast-enhanced ultrasonography and electronic gastroscopy were compared with those of the postoperative pathological examination. RESULTS Among 42 patients with gastric tumors enrolled in the study, the diagnostic accordance rate was 95.2% for oral contrast-enhanced ultrasonography (n = 40) and 90.5% for electronic gastroscopy (n = 38) compared with postoperative pathological examination. The Kappa value of consistency test with pathological findings was 0.812 for oral contrast-enhanced ultrasonography and 0.718 for electronic gastroscopy, and there was no significant difference between them (P = 0.397). For the TNM staging of gastric tumors, the accuracy rate of oral contrast-enhanced ultrasonography was 81.9% for the overall T staging and 50%, 77.8%, 100%, and 100% for T1, T2, T3, and T4 staging, respectively. The sensitivity and specificity were both 100% for stages T3 and T4. The diagnostic accuracy rate of oral contrast-enhanced ultrasonography was 93.8%, 80%, 100%, and 100% for stages N0, N1-N3, M0, and M1, respectively. CONCLUSION The accordance rate of qualitative diagnosis by oral contrast-enhanced ultrasonography is comparable to that of gastroscopy, and it could be used as the preferred method for the early screening of gastric tumors.
Collapse
Affiliation(s)
- Chuan-Yu Wang
- Department of Ultrasound Medicine, Beijing Hospital, Beijing 100005, China
| | - Xiao-Jing Fan
- Department of Ultrasound Medicine, Beijing Hospital, Beijing 100005, China
| | - Fei-Liang Wang
- Department of Ultrasound Medicine, Beijing Hospital, Beijing 100005, China
| | - Yue-Yue Ge
- Department of Ultrasound Medicine, Beijing Hospital, Beijing 100005, China
| | - Zhao Cai
- Department of Ultrasound Medicine, Beijing Hospital, Beijing 100005, China
| | - Wei Wang
- Department of Gastroscopy, Beijing Hospital, Beijing 100005, China
| | - Xin-Ping Zhou
- Department of General Surgery, Beijing Hospital, Beijing 100005, China
| | - Jun Du
- Department of Pathology, Beijing Hospital, Beijing 100005, China
| | - De-Wei Dai
- Department of Ultrasound Medicine, Beijing Hospital, Beijing 100005, China
| |
Collapse
|
5
|
He P, Zeng L, Miao L, Wang T, Ye J, Meng L, Xue H, Zhang F, Zhao B, Ge H. Double contrast-enhanced ultrasound for the preoperative gross classification of gastric cancer: a comparison with multidetector computed tomography. BMC Med Imaging 2022; 22:223. [PMID: 36544108 PMCID: PMC9773426 DOI: 10.1186/s12880-022-00954-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 12/15/2022] [Indexed: 12/24/2022] Open
Abstract
PURPOSE To compare the diagnostic performance of double contrast-enhanced ultrasound (DCEUS) and multi-detector row computed tomography (MDCT) in the gross classification of gastric cancer (GC) preoperatively. METHODS 54 patients with histology proved GC were included in this retrospective study. The sensitivity and specificity of DCEUS and MDCT for the gross classification of GC was calculated and compared. The area under the curve (AUC) from a receiver operating characteristic curve analysis was used to evaluate the difference of the diagnostic performance between these two methods. RESULTS There were no significant differences between DCEUS and MDCT in terms of AUC for early gastric cancer (EGC), Borrmann I, II, III and Borrmann (III + IV) (P = 0.248, 0.317, 0.717, 0.464 and 0.594, respectively). The accuracy of DCEUS in diagnosing EGC, Borrmann I, II and Borrmann (III + IV) was higher than that of MDCT (96% vs 92%; 96% vs 94%; 87% vs 80%; 83% vs 73%), while in determining Borrmann III and IV, that of DCEUS was lower than that of MDCT (72% vs 74%; 89% vs 96%). CONCLUSION Considering the revolution in clinical decision, prognosis evaluation, safety and non-invasion aspects, DCEUS can be used as the main alternative method for Borrmann classification of GC preoperatively.
Collapse
Affiliation(s)
- Ping He
- grid.411642.40000 0004 0605 3760Department of Ultrasound, Peking University Third Hospital, Beijing, 100191 China
| | - Lan Zeng
- grid.411642.40000 0004 0605 3760Department of Ultrasound, Peking University Third Hospital, Beijing, 100191 China
| | - Liying Miao
- grid.411642.40000 0004 0605 3760Department of Ultrasound, Peking University Third Hospital, Beijing, 100191 China
| | - Tianli Wang
- grid.411642.40000 0004 0605 3760Department of Radiology, Peking University Third Hospital, Beijing, 100191 China
| | - Juxiang Ye
- grid.411642.40000 0004 0605 3760Department of Pathology, Peking University Third Hospital, Beijing, 100191 China
| | - Lingmei Meng
- grid.411642.40000 0004 0605 3760Department of Gastroenterology, Peking University Third Hospital, Beijing, 100191 China
| | - Heng Xue
- grid.411642.40000 0004 0605 3760Department of Ultrasound, Peking University Third Hospital, Beijing, 100191 China
| | - Fan Zhang
- grid.411642.40000 0004 0605 3760Department of Ultrasound, Peking University Third Hospital, Beijing, 100191 China
| | - Bo Zhao
- grid.411642.40000 0004 0605 3760Department of Ultrasound, Peking University Third Hospital, Beijing, 100191 China
| | - Huiyu Ge
- grid.411642.40000 0004 0605 3760Department of Ultrasound, Peking University Third Hospital, Beijing, 100191 China ,grid.24696.3f0000 0004 0369 153XDepartment of Ultrasound Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020 China
| |
Collapse
|
6
|
Zhang X, Yao J, Zhang Y, Huang X, Wang W, Huang H. Updated Evaluation of the Diagnostic Performance of Double Contrast-Enhanced Ultrasonography in the Preoperative T Staging of Gastric Cancer: A Meta-Analysis and Systematic Review. Front Oncol 2022; 12:844390. [PMID: 35356215 PMCID: PMC8959463 DOI: 10.3389/fonc.2022.844390] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 02/08/2022] [Indexed: 01/30/2023] Open
Abstract
Objective This study aimed to systematically evaluate the diagnostic performance of double contrast-enhanced ultrasonography (DCEUS) in the preoperative T staging of gastric cancer (GC). Methods Literature searches for eligible studies were performed using MEDLINE, EMBASE, and Cochrane Library. The pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, diagnostic odds ratio, and area under the summary receiver operating characteristic curve of DCEUS in the diagnosis of each T stage tumor were calculated. Meta-analyses were performed to obtain the pooled effects of risk ratio (RR) with 95% confidence interval (CI) in the comparison of DCEUS with CT/endoscopic ultrasound (EUS). Results A total of 8 studies including 1,232 patients were identified for inclusion in this meta-analysis. The pooled sensitivity and specificity were 0.78 (95% CI = 0.64–0.88) and 0.98 (95% CI = 0.96–0.99) for T1, 0.81 (95% CI = 0.76–0.86) and 0.96 (95% CI = 0.91–0.98) for T2, 0.88 (95% CI = 0.84–0.91) and 0.85 (95% CI = 0.79–0.90) for T3, and 0.81 (95% CI = 0.69–0.89) and 0.96 (95% CI = 0.93–0.97) for T4. Moreover, DCEUS demonstrated significant superiority to CT in diagnosing T1 (RR = 1.57, 95% CI = 1.20–2.05, p = 0.001) and T2 (RR = 1.41, 95% CI = 1.16–1.71, p = 0.001) and to EUS in diagnosing T3 (RR = 1.24, 95% CI = 1.08–1.42, p = 0.003) and T4 (RR = 1.40, 95% CI = 1.09–1.79, p = 0.008). However, it showed a lower diagnostic accuracy than EUS in T1 tumors (RR = 0.77, 95% CI = 0.62–0.94, p = 0.013). Conclusions DCEUS is a feasible complementary diagnostic tool for clinical T staging of GC. However, it is still far from a definitive conclusion for DCEUS to be proposed for use in routine clinical practice.
Collapse
Affiliation(s)
- Xin Zhang
- Department of Gastrointestinal Surgery, Second Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Jun Yao
- Department of Gastrointestinal Surgery, Second Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Yu Zhang
- Department of Gastrointestinal Surgery, Second Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Xin Huang
- Department of Gastrointestinal Surgery, Second Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Weijun Wang
- Department of Gastrointestinal Surgery, Second Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Hejing Huang
- Department of Ultrasound, Second Affiliated Hospital of Naval Medical University, Shanghai, China
| |
Collapse
|
7
|
Xu L, Wang X, Wu W, Li Y. Diagnostic Accuracy of Double Contrast-Enhanced Ultrasonography in Clarifying Tumor Depth (T Stage) of Gastric Cancer: Meta-analysis. ULTRASOUND IN MEDICINE & BIOLOGY 2021; 47:2483-2493. [PMID: 34172338 DOI: 10.1016/j.ultrasmedbio.2021.05.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 05/14/2021] [Accepted: 05/17/2021] [Indexed: 06/13/2023]
Abstract
This study aimed to quantitatively analyze published data regarding the ability of double contrast-enhanced ultrasonography (DCEUS) to clarify tumor depth (T stage) in primary gastric carcinoma patients. We obtained six studies, including 926 gastric cancer (GC) patients who were diagnosed by DCEUS from the Cochrane Library "Cochrane Central Register of Controlled Trials (CENTRAL)," OVID MEDLINE, EMBASE, PUBMED and EBSCOhost, to 2019. Sensitivity (SEN), specificity (SPE), positive likelihood ratio (PLR), negative likelihood ratio (NLR), forest plot analysis and summary receiver operating characteristic (SROC) curve analysis were used to evaluate the diagnostic accuracy of DCEUS. In our study, all the patients were examined by DCEUS. The quality of all included studies was good. The meta-analysis of six studies (n = 926) revealed that the summary sensitivity and specificity of DCEUS in discriminating T1-T2 versus T3-T4 gastric carcinomas were 0.94 and 0.91, respectively. The pooled sensitivity and specificity of DCEUS were 0.67 and 0.98 for T1 stage, 0.81 and 0.95 for T2 stage, 0.89 and 0.86 for T3 stage and 0.87 and 0.96 for T4 stage, respectively. The SROC curve revealed that the areas under the curve (AUC) of T1-T2 were 0.97 for each stage and 0.82 (T1), 0.84 (T2), 0.91 (T3) and 0.97 (T4). These results indicate that the accuracy of DCEUS in discriminating T1-T2 is higher than that in discriminating T3-T4, and the diagnostic value of DCEUS in discriminating the T3 stage requires further consideration. Finally, our analysis suggested that the diagnostic accuracy of DCEUS is available to guide surgeons in the pre-operative diagnosis of GC patients for more precise treatment.
Collapse
Affiliation(s)
- Lifeng Xu
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, People's Republic of China; Department of General Surgery, Anhui Second Provincial People's Hospital, Hefei, Anhui, People's Republic of China
| | - Xiaodong Wang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, People's Republic of China
| | - Wenzhou Wu
- Department of General Surgery, Anhui Second Provincial People's Hospital, Hefei, Anhui, People's Republic of China
| | - Yongxiang Li
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, People's Republic of China.
| |
Collapse
|
8
|
Development and evaluation of a ceMDCT-based preoperative risk stratification model to predict disease-free survival after radical surgery in patients with gastric cancer. Abdom Radiol (NY) 2021; 46:4079-4089. [PMID: 33811513 DOI: 10.1007/s00261-021-03049-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 03/04/2021] [Accepted: 03/09/2021] [Indexed: 02/06/2023]
Abstract
PURPOSE To develop and evaluate a preoperative risk stratification model for predicting disease-free survival (DFS) based on contrast-enhanced multidetector computed tomography (ceMDCT) images in patients with gastric cancer (GC) undergoing radical surgery. METHODS We retrospectively enrolled patients with GC who underwent ceMDCT followed by radical surgery. A preoperative risk stratification model was constructed (including risk factor selection, risk status scoring, and risk level assignment) using Cox proportional hazard regression and log-rank analyses in the training cohort; the model was tested in the validation cohort. A nomogram was used to compare the preoperative risk stratification model with a postoperative DFS prediction model. RESULTS A total of 462 patients (training/validation: 271/191) were included. The ceMDCT features of T category (score of 0 or 2), N category (0, 1, 2, or 3), extramural vessel invasion (0 or 2), and tumor location (0 or 1) were selected to construct the preoperative risk stratification model, with 4 risk levels defined based on risk score. There were significant differences in DFS among the risk levels in both cohorts (p < 0.001). The predictive value of the preoperative model was similar to that of the postoperative model, with concordance indices of 0.791 (95% CI, 0.743-0.837) and 0.739 (95% CI, 0.666-0.812), respectively, in the training cohort and 0.762 (95% CI, 0.696-0.828) and 0.738 (95% CI, 0.684-0.792), respectively, in the validation cohort. CONCLUSION A preoperative risk stratification model based on ceMDCT images could be used to predict DFS and thus classify GC cases into various risk levels.
Collapse
|
9
|
Zhang Y, Zhang J, Yang L, Huang S. A meta-analysis of the utility of transabdominal ultrasound for evaluation of gastric cancer. Medicine (Baltimore) 2021; 100:e26928. [PMID: 34397938 PMCID: PMC8360412 DOI: 10.1097/md.0000000000026928] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 07/27/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Clinical discovery/staging of gastric cancer (GC) is crucial in designing the treatment strategies and largely decides GC patients' survival. Endoscopic ultrasonography (EUS) and computed tomography (CT) are 2 useful GC diagnosis tools. High doses of radiation associated with CT make its use limited, while the process of EUS is stressful, time-consuming, and challenging. Transabdominal ultrasound (TAUS) is a promising candidate to address these shortcomings. This study aimed to meta-analyze the diagnostic accuracy and sensitivity of TAUS in discriminating between advanced and early GCs, as well as compare its utility with other imaging techniques.Methods: Literature searches were conducted using PubMed, Web of Science, Embase, and Cochrane Library databases up to 2019. Data were analyzed using RevMan software (Cochrane Collaboration, Oxford, UK), and pooled estimates of accuracy, sensitivity, and other features were acquired. Seven papers were eventually selected for meta-analysis. RESULTS TAUS had distinct diagnostic efficacies for early and advanced GC patients. The accuracy and sensitivity were significantly higher in the advanced group. A high color Doppler vascularity index and a lesion larger than 1 cm were 2 features of advanced GC. Moreover, TAUS had a comparable (but slightly higher) accuracy than CT and EUS. CONCLUSIONS TAUS is more accurate and sensitive in diagnosing advanced GC compared to early GC. More features of advanced GC are required to improve the recognition ability. At least, TAUS can be considered as a complementary imaging diagnostic tool to CT and EUS.
Collapse
Affiliation(s)
- Yuqin Zhang
- Department of Radiology, Second People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Minhou County, China
| | | | - Liu Yang
- Unimed Scientific Inc., Wuxi, China
| | - Songxiong Huang
- Health Management Center, Second People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, No. 282, Wusi Road, Minhou County, China
| |
Collapse
|
10
|
Wang S, Dong D, Zhang W, Hu H, Li H, Zhu Y, Zhou J, Shan X, Tian J. Specific Borrmann classification in advanced gastric cancer by an ensemble multilayer perceptron network: a multicenter research. Med Phys 2021; 48:5017-5028. [PMID: 34260756 DOI: 10.1002/mp.15094] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 05/31/2021] [Accepted: 06/30/2021] [Indexed: 01/06/2023] Open
Abstract
PURPOSE Borrmann classification in advanced gastric cancer (AGC) is necessarily associated with personalized surgical strategy and prognosis. But few radiomics research studies have focused on specific Borrmann classification, and there is yet no consensus regarding what machine learning methods should be the most effective. METHODS A combined size of 889 AGC patients was retrospectively enrolled from two centers. Radiomic features were extracted from tumors manually delineated on preoperative computed tomography images. Two classification experiments (Borrmann I/II/III vs. IV and Borrmann II vs. III) were conducted. In each task, we combined three common feature selection methods and five typical machine learning classifiers to construct 15 basic classification models, and then fed the 15 predictions to a designed multilayer perceptron (MLP) network. RESULTS In internal and external validation cohorts, the proposed ensemble MLP yielded good performance with area under curves of 0.767 and 0.702 for Borrmann I/II/III vs. IV, as well as 0.768 and 0.731 for Borrmann II vs. III. Considering the imbalanced distribution of four Borrmann types (I, 2.9%; II, 12.8%; III, 69.5%; IV, 14.7%), the ensemble MLP surpassed the overfitting barrier and attained fine specificity (0.667 and 0.750 for Borrmann I/II/III vs. IV; 0.714 and 0.620 for Borrmann II vs. III) and sensitivity (0.795 and 0.610 for Borrmann I/II/III vs. IV; 0.652 and 0.703 for Borrmann II vs. III). Also, survival analysis showed that patients could be significantly risk stratified by MLP predicted types in both experiments (p < 0.0001, log-rank test). CONCLUSIONS This study proposed an MLP-based ensemble learning architecture, which could identify Borrmann type IV automatically and improve the differentiation of Borrmann type II from III. The study provided a new view for specific Borrmann classification in clinical practice.
Collapse
Affiliation(s)
- Siwen Wang
- CAS Key Laboratory of Molecular Imaging, Beijing Key Laboratory of Molecular Imaging, The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China.,School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
| | - Di Dong
- CAS Key Laboratory of Molecular Imaging, Beijing Key Laboratory of Molecular Imaging, The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China.,School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
| | - Wenjuan Zhang
- Department of Radiology, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Hui Hu
- Department of Radiology, Affiliated Renmin Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Hailin Li
- CAS Key Laboratory of Molecular Imaging, Beijing Key Laboratory of Molecular Imaging, The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China.,Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine and Engineering, Beihang University, Beijing, China
| | - Yongbei Zhu
- CAS Key Laboratory of Molecular Imaging, Beijing Key Laboratory of Molecular Imaging, The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China.,Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine and Engineering, Beihang University, Beijing, China
| | - Junlin Zhou
- Department of Radiology, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Xiuhong Shan
- Department of Radiology, Affiliated Renmin Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Jie Tian
- CAS Key Laboratory of Molecular Imaging, Beijing Key Laboratory of Molecular Imaging, The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China.,Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine and Engineering, Beihang University, Beijing, China.,Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, School of Life Science and Technology, Xidian University, Xi'an, Shaanxi, China.,Key Laboratory of Big Data-Based Precision Medicine (Beihang University), Ministry of Industry and Information Technology, Beijing, China
| |
Collapse
|
11
|
Zhao JY, Zhuang H, Luo Y, Su MG, Xiong ML, Wu YT. Double contrast-enhanced ultrasonography of a small intestinal neuroendocrine tumor: a case report of a recommendable imaging modality. PRECISION CLINICAL MEDICINE 2020; 3:147-152. [PMID: 35692609 PMCID: PMC8985797 DOI: 10.1093/pcmedi/pbaa011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 03/19/2020] [Accepted: 04/02/2020] [Indexed: 02/05/2023] Open
Abstract
A 57-year-old male presenting with spontaneously relieved abdominal cramp and distension was admitted to the West China Hospital. The diagnosis remained unclear after colonoscopy and computed tomography. Double contrast-enhanced ultrasonography was then performed and a neoplasm in the small intestine was suspected, supported by a thin-section computed tomography and positron emission tomography/computed tomography. This was confirmed pathologically after surgery to be a small intestinal G1 neuroendocrine tumor. Surgery was performed to remove approximately 25 cm of small bowel and a 3-cm solid mass located in the mesentery. The patient had a complete recovery and was tumor-free at the final follow-up. Small intestinal tumors including neuroendocrine tumors have always posed a diagnostic challenge. This case indicated that double contrast-enhanced ultrasonography is feasible in detection of small intestinal neuroendocrine tumors, and it may be an advisable approach assisting diagnosis of small intestinal tumors.
Collapse
Affiliation(s)
- Jie-Ying Zhao
- Department of Ultrasound, West China Hospital of Sichuan University, 37#Guo Xue Xiang, Chengdu, Sichuan 610041, China
| | - Hua Zhuang
- Department of Ultrasound, West China Hospital of Sichuan University, 37#Guo Xue Xiang, Chengdu, Sichuan 610041, China
| | - Yuan Luo
- Department of Ultrasound, West China Hospital of Sichuan University, 37#Guo Xue Xiang, Chengdu, Sichuan 610041, China
| | - Ming-Gang Su
- Department of Nuclear Medicine Imaging, West China Hospital of Sichuan University, 37#Guo Xue Xiang, Chengdu, Sichuan 610041, China
| | - Mo-Li Xiong
- Department of Pathology, West China Hospital of Sichuan University, 37#Guo Xue Xiang, Chengdu, Sichuan 610041, China
| | - Yu-Ting Wu
- Department of Ultrasound, West China Hospital of Sichuan University, 37#Guo Xue Xiang, Chengdu, Sichuan 610041, China
| |
Collapse
|
12
|
He P, Miao LY, Ge HY, Wang TL, Ye JX, Meng LM, Xue H, Zhang F, Zhao B. Preoperative Tumor Staging of Gastric Cancer: Comparison of Double Contrast-Enhanced Ultrasound and Multidetector Computed Tomography. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2019; 38:3203-3209. [PMID: 31115090 DOI: 10.1002/jum.15028] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Revised: 03/28/2019] [Accepted: 05/03/2019] [Indexed: 06/09/2023]
Abstract
OBJECTIVES The purpose of this study was to compare the sensitivity and specificity of double contrast-enhanced ultrasound (CEUS) and multidetector computed tomography (MDCT) in the preoperative tumor staging of gastric cancer (GC) to stratify patients for suitable treatment. METHODS Fifty-four patients with GC proved by histologic findings were included. The sensitivity and specificity of double CEUS and MDCT for tumor staging were calculated and compared. The differences between these methods were evaluated by using the area under the curve (AUC) from a receiver operating characteristic curve analysis. RESULTS There were no significant differences in AUC values for T1 and T2 stages between double CEUS and MDCT (P = .190 and .256, respectively). However, the sensitivity of double CEUS in the detection of the T1 stage was higher than that of MDCT (88% versus 75%). The AUC values of MDCT for T3 and T4 stages were 0.833 and 0.905, which were both significantly higher than those of double CEUS (0.759 and 0.696; P < .05). The sensitivities of double CEUS and MDCT for the T3 stage were both 89%, but the accuracy and specificity of double CEUS were lower than those of MDCT (76% versus 83% and 63% versus 78%). The specificities of double CEUS and MDCT for the T4 stage were both 98%, but the accuracy and sensitivity of double CEUS were lower than those of MDCT (85% versus 94% and 42% versus 83%). CONCLUSIONS Multidetector CT is superior to double CEUS for T3 and T4 GC, and double CEUS may be regarded as an important complementary method to MDCT.
Collapse
Affiliation(s)
- Ping He
- Departments of Ultrasound, Peking University Third Hospital, Beijing, China
| | - Li-Ying Miao
- Departments of Ultrasound, Peking University Third Hospital, Beijing, China
| | - Hui-Yu Ge
- Departments of Ultrasound, Peking University Third Hospital, Beijing, China
| | - Tian-Li Wang
- Departments of Radiology, Peking University Third Hospital, Beijing, China
| | - Ju-Xiang Ye
- Departments of Pathology, Peking University Third Hospital, Beijing, China
| | - Ling-Mei Meng
- Departments of Gastroenterology, Peking University Third Hospital, Beijing, China
| | - Heng Xue
- Departments of Ultrasound, Peking University Third Hospital, Beijing, China
| | - Fan Zhang
- Departments of Ultrasound, Peking University Third Hospital, Beijing, China
| | - Bo Zhao
- Departments of Ultrasound, Peking University Third Hospital, Beijing, China
| |
Collapse
|
13
|
Joo I, Kim SH, Lee DH, Han JK. Dynamic Contrast-Enhanced Ultrasound of Gastric Cancer: Correlation with Perfusion CT and Histopathology. Korean J Radiol 2019; 20:781-790. [PMID: 30993929 PMCID: PMC6470092 DOI: 10.3348/kjr.2018.0273] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Accepted: 12/10/2018] [Indexed: 02/06/2023] Open
Abstract
Objective To assess the relationship between contrast-enhanced ultrasound (CEUS) parameters and perfusion CT (PCT) parameters of gastric cancers and their correlation with histologic features. Materials and Methods This prospective study was approved by our Institutional Review Board. We included 43 patients with pathologically-proven gastric cancers undergoing CEUS using SonoVue® (Bracco) and PCT on the same day. Correlation between the CEUS parameters (peak intensity [PI], area under the curve [AUC], rise time [RT] from 10% to 90% of PI, time to peak [TTPUS], and mean transit time [MTTUS]) and PCT parameters (blood flow, blood volume, TTPCT, MTTCT, and permeability surface product) of gastric cancers were analyzed using Spearman's rank correlation test. In cases of surgical resection, the CEUS and PCT parameters were compared according to histologic features using Mann-Whitney test. Results CEUS studies were of diagnostic quality in 88.4% (38/43) of patients. Among the CEUS parameters of gastric cancers, RT and TTPUS showed significant positive correlations with TTPCT (rho = 0.327 and 0.374, p = 0.045 and 0.021, respectively); PI and AUC were significantly higher in well-differentiated or moderately-differentiated tumors (n = 4) than poorly-differentiated tumors (n = 18) (p = 0.026 and 0.033, respectively), whereas MTTCT showed significant differences according to histologic types (poorly cohesive carcinoma [PCC] vs. non-PCC), T-staging (≤ T2 vs. ≥ T3), N-staging (N0 vs. N-positive), and epidermal growth factor receptor expression (≤ faint vs. ≥ moderate staining) (p values < 0.05). Conclusion In patients with gastric cancers, CEUS is technically feasible for the quantification of tumor perfusion and may provide correlative and complementary information to that of PCT, which may allow prediction of histologic features.
Collapse
Affiliation(s)
- Ijin Joo
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Se Hyung Kim
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
| | - Dong Ho Lee
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Joon Koo Han
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.,Institute of Radiation Medicine, Seoul National University Hospital, Seoul, Korea
| |
Collapse
|
14
|
Smereczyński A, Kołaczyk K. Pitfalls in ultrasound imaging of the stomach and the intestines. J Ultrason 2018; 18:207-211. [PMID: 30451403 PMCID: PMC6442211 DOI: 10.15557/jou.2018.0031] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/13/2018] [Indexed: 11/22/2022] Open
Abstract
The gastrointestinal tract is an extraordinary human organ in terms of its morphology and function. Its complex structure and enormous length as well as frequent presence of gas discourage many doctors performing ultrasound examination from its exploration. Moreover, there are anatomical structures in multiple locations which can mimic certain abnormalities. It is difficult to present an exhaustive account of the problem of gastrointestinal tract ultrasound imaging errors in a single work; therefore, this study focuses mainly on false positive errors which usually result from a lack of knowledge of anatomical variants of the gastrointestinal tract structure. In the case of the stomach, rugae and muscle layer thickening towards the pylorus have been mentioned, which constitute variants of the structure of this organ examined when empty. Diagnostic pitfalls in the small intestine may include the dudenojejunal flexure (ligament of Treitz), the horizontal part of the duodenum and the ileocaecal valve. The status of the apparent lesions in all of the cases mentioned will be resolved following fluid intake by the patient. In the colon, the varied structure of semilunar folds should be taken note of. Their large thickness can warrant suspicion of wall invasion or a polyp. In addition, the study emphasises the importance of appropriate preparation of a patient for gastrointestinal tract examination since it determines the accuracy of the diagnosis. The authors also take note of common ‘sins’ of physicians such as hasty examination and failure to comply with the stomach and appendix examination protocol.
Collapse
Affiliation(s)
- Andrzej Smereczyński
- Ultrasound Self-Study Club, Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Katarzyna Kołaczyk
- Ultrasound Self-Study Club, Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| |
Collapse
|
15
|
He X, Sun J, Huang X, Zeng C, Ge Y, Zhang J, Wu J. Comparison of Oral Contrast-Enhanced Transabdominal Ultrasound Imaging With Transverse Contrast-Enhanced Computed Tomography in Preoperative Tumor Staging of Advanced Gastric Carcinoma. JOURNAL OF ULTRASOUND IN MEDICINE 2017; 36:2485-2493. [DOI: 10.1002/jum.14290] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Affiliation(s)
- Xuemei He
- Departments of Ultrasound Imaging, First Affiliated Hospital of Chongqing Medical University; Chongqing China
| | - Jing Sun
- Departments of Ultrasound Imaging, First Affiliated Hospital of Chongqing Medical University; Chongqing China
| | - Xiaoling Huang
- Departments of Ultrasound Imaging, First Affiliated Hospital of Chongqing Medical University; Chongqing China
| | - Chun Zeng
- Department of Radiology, First Affiliated Hospital of Chongqing Medical University; Chongqing China
| | - Yinggang Ge
- Department of Gastrointestinal Surgery, First Affiliated Hospital of Chongqing Medical University; Chongqing China
| | - Jun Zhang
- Department of Gastrointestinal Surgery, First Affiliated Hospital of Chongqing Medical University; Chongqing China
| | - Jingxian Wu
- Department of Pathology; Chongqing Medical University; Chongqing China
| |
Collapse
|