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Wang S, Jin X, Ba Y, Liu W, Ren J, Ai L, Li H, Zhou F, Han D, Wang K, Yan R. Differentiating rectal cancer grades using virtual magnetic resonance elastography and fractional order calculus diffusion model. BMC Cancer 2025; 25:734. [PMID: 40251492 PMCID: PMC12008934 DOI: 10.1186/s12885-025-13983-7] [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: 01/27/2025] [Accepted: 03/20/2025] [Indexed: 04/20/2025] Open
Abstract
BACKGROUND To investigate the value of virtual magnetic resonance elastography (vMRE), fractional order calculus (FROC) model, and diffusion-weighted imaging (DWI) in differentiating rectal cancer grades. METHODS This prospective study included 74 patients with rectal cancer who underwent a pelvic MRI. The Mann-Whitney U test or independent samples t-test was employed to compare the parameters of vMRE (µMRE), the FROC model (D, β, and µ), and DWI (ADC). Logistic regression analysis and area under the receiver operating characteristic curve (AUC) were utilized separately for multiparameter co-diagnosis and to assess diagnostic performance. Pearson's correlation analysis was conducted to evaluate the relationship of different parameters. RESULTS Compared to the low-grade group, the high-grade group had higher µMRE and µ values and lower D, β, and ADC values (all P < 0.05). In terms of the different parameters, the D value demonstrated the highest diagnostic efficacy with an AUC of 0.852(95% CI: 0.750-0.924). In terms of the various methods, the FROC model (D + β + µ) had the highest diagnostic performance with an AUC of 0.943(95% CI: 0.864-0.984), which was significantly higher than those of DWI and vMRE (Z = 3.586, 2.430, and 2.081, all P < 0.05). µMRE showed moderately negative correlations with ADC, D, and β (r = - 0.553, - 0.683, and - 0.530, respectively, all P < 0.05) and a moderately positive correlation with µ (r = 0.443, P < 0.05). CONCLUSION FROC, vMRE, and DWI can be utilized for assessing rectal cancer grades, with FROC offering comparatively better diagnostic performance.
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Affiliation(s)
- Shuaina Wang
- Department of MR, the First Affiliated Hospital, Xinxiang Medical University, 88 Jiankang Road, Weihui, 453100, PR China
| | - Xingxing Jin
- Department of MR, the First Affiliated Hospital, Xinxiang Medical University, 88 Jiankang Road, Weihui, 453100, PR China
| | - Yiwen Ba
- Department of Orthopedics, the First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
| | - Wenling Liu
- Department of MR, the First Affiliated Hospital, Xinxiang Medical University, 88 Jiankang Road, Weihui, 453100, PR China
| | - Jipeng Ren
- Department of MR, the First Affiliated Hospital, Xinxiang Medical University, 88 Jiankang Road, Weihui, 453100, PR China
| | - Lunpu Ai
- Department of MR, the First Affiliated Hospital, Xinxiang Medical University, 88 Jiankang Road, Weihui, 453100, PR China
| | - Hao Li
- Department of MR, the First Affiliated Hospital, Xinxiang Medical University, 88 Jiankang Road, Weihui, 453100, PR China
| | - Fengmei Zhou
- Department of MR, the First Affiliated Hospital, Xinxiang Medical University, 88 Jiankang Road, Weihui, 453100, PR China
| | - Dongming Han
- Department of MR, the First Affiliated Hospital, Xinxiang Medical University, 88 Jiankang Road, Weihui, 453100, PR China
| | - Kaiyu Wang
- MR Research China, GE Healthcare, Beijing, China
| | - Ruifang Yan
- Department of MR, the First Affiliated Hospital, Xinxiang Medical University, 88 Jiankang Road, Weihui, 453100, PR China.
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He L, Zhang Z, Zhang J, Xia J, Wang Y, Zhu J. Synthetic diffusion-weighted imaging in prostate cancer diagnosis: a comparison study with different B-value combinations. Clin Radiol 2025; 81:106770. [PMID: 39736221 DOI: 10.1016/j.crad.2024.106770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 11/01/2024] [Accepted: 12/01/2024] [Indexed: 01/01/2025]
Abstract
AIM To evaluate the impact of different b-value combinations on synthetic diffusion-weighted imaging (sDWI) and determine the sDWI with an optimal b-value combination for prostatic cancer (PCa) diagnosis. MATERIAL AND METHODS A retrospective analysis of 68 patients with abnormal prostate-specific antigen (PSA) was conducted. The sDWI images with b value of 1500 s/mm2 were separately reconstructed by the following five b-value combinations: b=0, 200s/mm2 (sDWI0-200); b=600, 800s/mm2 (sDWI600-800); b=0, 600s/mm2 (sDWI0-600); b=200, 800s/mm2 sDWI200-800); b=0, 800s/mm2 (sDWI0-800). Quantitative analysis was performed on the acquired DWI (aDWI) images with b=1500s/mm2 (aDWI1500) and all sDWI images. These six image groups were scored in five aspects for image quality and further reviewed by two radiologists via six protocols: Protocol Ⅰ, T2WI+sDWI0-200; Protocol Ⅱ, T2WI+sDWI600-800; Protocol Ⅲ, T2WI+sDWI0-600; Protocol Ⅳ, T2WI+sDWI200-800; Protocol Ⅴ, T2WI+sDWI0-800; Protocol Ⅵ, T2WI+aDWI1500. The corresponding diagnostic efficacies for PCa were evaluated using receiver operating characteristic (ROC) curves. RESULTS Contrast ratio values of all sDWI images were higher than those of aDWI1500 images. Contrast-to-noise ratio values of sDWI0-200 and sDWI600-800 images were lower than those of the rest sDWI images. All subjective quality scores of sDWI0-600, sDWI200-800, and sDWI0-800 were significantly higher than other groups except for background signal suppression. The area under the curve (AUC) of Protocol Ⅲ, Ⅳ, Ⅴ, and Ⅵ was significantly larger than those of other protocols. CONCLUSION Different b-value combinations impact the image quality and diagnostic accuracy of sDWI for PCa detection. The combination of b≤200s/mm2 and b≥600s/mm2 revealed to be optimal.
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Affiliation(s)
- L He
- Department of Radiology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Tai Zhou, PR China
| | - Z Zhang
- School of Stomatology, Xuzhou Medical University, Xu Zhou, PR China
| | - J Zhang
- Department of Radiology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Tai Zhou, PR China
| | - J Xia
- Department of Radiology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Tai Zhou, PR China
| | - Y Wang
- Department of Radiology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Tai Zhou, PR China
| | - J Zhu
- Department of Radiology, The Second Affiliated Hospital of Nanjing Medical University, Nan Jing, PR China.
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Yao F, Li J, Huang M, Gao X, Zhang Y. Comparison of computed versus acquired readout-segmented diffusion-weighted imaging in visualizing scrotal or testicular lesions. Clin Radiol 2024; 79:818-825. [PMID: 39122632 DOI: 10.1016/j.crad.2024.07.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 06/26/2024] [Accepted: 07/15/2024] [Indexed: 08/12/2024]
Abstract
PURPOSE Combining computed diffusion-weighted imaging (DWI) with readout-segmented echo-planar-imaging may shorten acquisition time and improve imaging quality. This study aimed to compare computed vs. acquired DWI qualitatively and quantitatively in visualizing scrotal or testicular lesions. MATERIALS AND METHODS We retrospectively enrolled 57 consecutive men who underwent scrotal MRI. Four computed DWI sets (cDWI800, cDWI1000, cDWI1200, and cDWI1400) were generated from acquired DWI with two lower b-values (150 and 600 s/mm2). Acquired DWI (DWI800 and DWI1000) and computed DWI were compared through qualitative (susceptibility artifact, signal loss artifact, anatomic clarity, and lesion conspicuity) and quantitative assessment (signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), and lesion-to-testicular parenchyma contrast ratio (CR)). RESULTS Computed DWI was prone to signal loss artifact and slightly lower assessment scores in terms of anatomic clarity and lesion conspicuity, comparing with acquired DWI. The SNR of computed and acquired DWI decreased with increasing b value. Under the same b-values (800 and 1,000 s/mm2), there was no difference in the median SNR and CR between computed and acquired DWI. The median CR of cDWI1400 was significantly higher than that of the other DWI sets excepting cDWI1200 (P=1.000). The median CNR tended to be lower for computed vs. acquired DWI, while no significant difference (P=0.233). CONCLUSIONS Computed and acquired DWI were nearly equivalent in both qualitative and quantitative evaluations at the b values of 800 and 1,000 s/mm2. Computed DWI could enhance the contrast of scrotal or testicular lesions.
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Affiliation(s)
- F Yao
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, China.
| | - J Li
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, China
| | - M Huang
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, China
| | - X Gao
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, China
| | - Y Zhang
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province 450052, China
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Zager Y, Horesh N, Abdelmasseh M, Aquina CT, Alfonso BLL, Soliman MK, Albert MR, Monson JRT. The predicting value of post neoadjuvant treatment magnetic resonance imaging: a meta-analysis. Surg Endosc 2024; 38:6846-6853. [PMID: 39174708 DOI: 10.1007/s00464-024-11084-3] [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: 05/06/2024] [Accepted: 07/13/2024] [Indexed: 08/24/2024]
Abstract
INTRODUCTION Neoadjuvant therapy has become standard of care for locally advanced rectal cancer patients. It is correlated with improved clinical and pathological outcomes, including significant tumor downstaging and organ preservation in certain patients. Magnetic resonance imaging (MRI), which has become the standard for pre-operative staging, is also used for clinical and pre-operative restaging following pre-operative treatment. In this meta-analysis, we aimed to evaluate the concordance between restaging MRI (following the completion of neoadjuvant therapy) and postoperative pathology result. METHODS We conducted a meta-analysis following the PRISMA 2020 guidelines. Two independent reviewers searched PubMed and Google Scholar for studies reporting restaging MRI results compared to pathological outcomes. Outcomes included tumor and nodal staging, circumferential resection margin (CRM) and pathological complete response (pCR). RESULTS Out of 25,000 studies found on the initial search; 33 studies were included. The studies were published between 2005 and 2023 and included 4100 patients (57.14% males). The median age was 62.45 years. The median interval between the conclusion of neoadjuvant treatment and the subsequent restaging MRI was 6 weeks (range 4.14-8.8 weeks). The pooled concordance rates between the restaging MRI and the pathological outcomes for ypT stage and ypN stage were 63.9% (54.5%-73.3%, I2 = 96.02%) and 60.9% (42.9%-78.9%, I2 = 98.96%), respectively. The pooled concordance for predicting pathological complete response was 70.4% (53.6%-87.1%, I2 = 98.21%). As for the circumferential resection margin (CRM), the pooled concordance was 78.2.% (71.6%-84.8%, I2 = 83.76%). CONCLUSIONS Our findings suggest that the concordance rates between restaging MRI and pathological outcomes in rectal cancer patients following neoadjuvant therapy are limited. Caregivers should take these results into consideration when making clinical decisions about these patients. More data should be gathered about the predictive value of MRI after total neoadjuvant therapy as well as immunotherapy in rectal cancer patients.
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Affiliation(s)
- Yaniv Zager
- Colon and Rectum Surgery, Adventhealth, Orlando, FL, USA.
- Surgical Health Outcomes Consortium (SHOC), AdventHealth Digestive Health Institute, Orlando, FL, USA.
| | - Nir Horesh
- Department of Colorectal Surgery, Cleveland Clinic Florida, 2950 Cleveland Clinic Blvd, Weston, FL, 33331, USA
| | - Michael Abdelmasseh
- Colon and Rectum Surgery, Adventhealth, Orlando, FL, USA
- Surgical Health Outcomes Consortium (SHOC), AdventHealth Digestive Health Institute, Orlando, FL, USA
| | - Christopher T Aquina
- Colon and Rectum Surgery, Adventhealth, Orlando, FL, USA
- Surgical Health Outcomes Consortium (SHOC), AdventHealth Digestive Health Institute, Orlando, FL, USA
| | - Bustamante Lopez Leonardo Alfonso
- Colon and Rectum Surgery, Adventhealth, Orlando, FL, USA
- Surgical Health Outcomes Consortium (SHOC), AdventHealth Digestive Health Institute, Orlando, FL, USA
| | - Mark K Soliman
- Colon and Rectum Surgery, Adventhealth, Orlando, FL, USA
- Surgical Health Outcomes Consortium (SHOC), AdventHealth Digestive Health Institute, Orlando, FL, USA
| | - Matthew R Albert
- Colon and Rectum Surgery, Adventhealth, Orlando, FL, USA
- Surgical Health Outcomes Consortium (SHOC), AdventHealth Digestive Health Institute, Orlando, FL, USA
| | - John R T Monson
- Department of Colorectal Surgery, Northwell Health, Northshore University Hospital, New York, USA
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Karaman M, Zhou XJ. Editorial for "Computed Diffusion-Weighted Images of Rectal Cancer: Image Quality, Restaging, and Treatment Response after Neoadjuvant Therapy". J Magn Reson Imaging 2024; 59:309-310. [PMID: 37194671 DOI: 10.1002/jmri.28769] [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: 04/18/2023] [Accepted: 04/18/2023] [Indexed: 05/18/2023] Open
Abstract
Level of Evidence5Technical Efficacy Stage2
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Affiliation(s)
- Muge Karaman
- Center for Magnetic Resonance Research, University of Illinois at Chicago, Chicago, Illinois, USA
- Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Xiaohong Joe Zhou
- Center for Magnetic Resonance Research, University of Illinois at Chicago, Chicago, Illinois, USA
- Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, Illinois, USA
- Departments of Radiology and Neurosurgery, University of Illinois at Chicago, Chicago, Illinois, USA
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