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Wu G, Liu G, Wang J, Pan S, Luo Y, Xu Y, Kong W, Sun P, Xu J, Xue W, Zhang J. MR Spectroscopy for Detecting Fumarate Hydratase Deficiency in Hereditary Leiomyomatosis and Renal Cell Carcinoma Syndrome. Radiology 2022; 305:631-639. [PMID: 35943337 DOI: 10.1148/radiol.212984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background Noninvasive in vivo detection of fumarate accumulation may help identify fumarate hydratase deficiency in renal cancer related to hereditary leiomyomatosis and renal cell carcinoma (HLRCC) syndrome. Purpose To investigate the feasibility of MR spectroscopy (MRS) in detecting elevated fumarate levels in HLRCC-associated renal cancers. Materials and Methods This study included an experimental xenograft mouse model and prospective clinical cohort. First, MRS was performed on patient-derived tumor xenograft models and control models to detect fumarate. Then, consecutive participants with clinical suspicion of HLRCC-associated renal tumors were enrolled. For the detection of fumarate, MRS results were classified as detected, borderline, undetected, or technical failure. The sensitivity, specificity, and accuracy of MRS for diagnosing HLRCC-associated renal cancer were assessed. The signal-to-noise ratio (SNR) of the fumarate peak was calculated and evaluated with receiver operating characteristic curve analysis. Results Fumarate peaks were detected at 6.54 parts per million in all three patient-derived xenograft models. A total of 38 participants (21 men; mean age, 47 years [range, 18-71 years]) with 46 lesions were analyzed. All primary HLRCC-associated renal cancers showed a fumarate peak; among the seven metastatic HLRCC-associated lesions, a fumarate peak was detected in three lesions and borderline in two. When only detected peaks were regarded as positive findings, the sensitivity, specificity, and accuracy of MRS at the lesion level were 69% (nine of 13 lesions), 100% (33 of 33 lesions), and 91% (42 of 46 lesions), respectively. When borderline peaks were also included as a positive finding, the sensitivity, specificity, and accuracy reached 85% (11 of 13 lesions), 88% (29 of 33 lesions), and 87% (40 of 46 lesions), respectively. The SNR of fumarate showed an area under the receiver operating characteristic curve of 0.87 for classifying HLRCC-associated tumors. Conclusion MR spectroscopy of fumarate was sensitive and specific for hereditary leiomyomatosis and renal cell carcinoma-associated tumors. © RSNA, 2022 Online supplemental material is available for this article.
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Affiliation(s)
- Guangyu Wu
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
| | - Guiqin Liu
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
| | - Jianfeng Wang
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
| | - Shihang Pan
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
| | - Yuansheng Luo
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
| | - Yunze Xu
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
| | - Wen Kong
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
| | - Peng Sun
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
| | - Jianrong Xu
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
| | - Wei Xue
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
| | - Jin Zhang
- From the Departments of Radiology (G.W., G.L., S.P., Y.L., J.X.) and Urology (J.W., Y.X., W.K., W.X., J.Z.), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Pujian Rd, 200127 Shanghai, China; and Clinical & Technical Solutions, Philips Healthcare, Beijing, China (P.S.)
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Pasanta D, Htun KT, Pan J, Tungjai M, Kaewjaeng S, Kim H, Kaewkhao J, Kothan S. Magnetic Resonance Spectroscopy of Hepatic Fat from Fundamental to Clinical Applications. Diagnostics (Basel) 2021; 11:diagnostics11050842. [PMID: 34067193 PMCID: PMC8151733 DOI: 10.3390/diagnostics11050842] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 04/29/2021] [Accepted: 05/06/2021] [Indexed: 02/06/2023] Open
Abstract
The number of individuals suffering from fatty liver is increasing worldwide, leading to interest in the noninvasive study of liver fat. Magnetic resonance spectroscopy (MRS) is a powerful tool that allows direct quantification of metabolites in tissue or areas of interest. MRS has been applied in both research and clinical studies to assess liver fat noninvasively in vivo. MRS has also demonstrated excellent performance in liver fat assessment with high sensitivity and specificity compared to biopsy and other imaging modalities. Because of these qualities, MRS has been generally accepted as the reference standard for the noninvasive measurement of liver steatosis. MRS is an evolving technique with high potential as a diagnostic tool in the clinical setting. This review aims to provide a brief overview of the MRS principle for liver fat assessment and its application, and to summarize the current state of MRS study in comparison to other techniques.
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Affiliation(s)
- Duanghathai Pasanta
- Center of Radiation Research and Medical Imaging, Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai 50200, Thailand; (D.P.); (K.T.H.); (J.P.); (M.T.); (S.K.)
| | - Khin Thandar Htun
- Center of Radiation Research and Medical Imaging, Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai 50200, Thailand; (D.P.); (K.T.H.); (J.P.); (M.T.); (S.K.)
| | - Jie Pan
- Center of Radiation Research and Medical Imaging, Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai 50200, Thailand; (D.P.); (K.T.H.); (J.P.); (M.T.); (S.K.)
- Shandong Provincial Key Laboratory of Animal Resistant Biology, College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Montree Tungjai
- Center of Radiation Research and Medical Imaging, Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai 50200, Thailand; (D.P.); (K.T.H.); (J.P.); (M.T.); (S.K.)
| | - Siriprapa Kaewjaeng
- Center of Radiation Research and Medical Imaging, Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai 50200, Thailand; (D.P.); (K.T.H.); (J.P.); (M.T.); (S.K.)
| | - Hongjoo Kim
- Department of Physics, Kyungpook National University, Daegu 41566, Korea;
| | - Jakrapong Kaewkhao
- Center of Excellence in Glass Technology and Materials Science (CEGM), Nakhon Pathom Rajabhat University, Nakhon Pathom 73000, Thailand;
| | - Suchart Kothan
- Center of Radiation Research and Medical Imaging, Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai 50200, Thailand; (D.P.); (K.T.H.); (J.P.); (M.T.); (S.K.)
- Correspondence: ; Tel.: +66-5394-9213
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Cheung HMC, Karanicolas PJ, Coburn N, Law C, Milot L. Tumor enhancement of colorectal liver metastases on preoperative gadobutrol-enhanced MRI at 5 minutes post-contrast injection is associated with overall survival post-hepatectomy. Quant Imaging Med Surg 2019; 9:312-317. [PMID: 30976555 DOI: 10.21037/qims.2018.10.15] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Previous studies have demonstrated that target tumor enhancement (TTE) of colorectal cancer liver metastases (CRCLM) on 10-minute delayed phase gadobutrol-enhanced MRI is associated with overall survival post-hepatectomy. The purpose of this study was to determine whether TTE of CRCLM on preoperative gadobutrol-enhanced MRI measured at 5-minute delayed phase is also associated with overall survival. We performed a single-institution, REB-approved, retrospective study of 121 patients with CRCLM who had received a clinical gadobutrol-enhanced MRI after treatment with chemotherapy and prior to liver surgery between January 1, 2006 and December 31, 2012. The TTE of the colorectal liver metastases (CRLM) on 5-minute delayed phase was determined. Kaplan-Meier and Cox-regression survival analyses were used in order to determine the association between TTE on 5-minute delayed phase and overall survival, after adjusting for known prognostic variables. TTE of chemotherapy-treated CRLM on gadobutrol-enhanced MRI at 5-minute post-contrast injection is associated with overall survival post-hepatectomy. On Kaplan-Meier survival analysis, there was a significant difference in overall survival between strong and weak TTE groups (log-rank P=0.009) with 74.4% survival at 36 months in the strong TTE group compared to only 44.6% in the weak TTE group. On Cox-regression analysis, the adjusted hazard ratio of death for patients with low TTE was 0.40 (95% CI: 0.18-0.90, P=0.026), after adjusting for known prognostic variables. This study provides preliminary evidence that tumor enhancement of CRLM at 5 minutes post-contrast injection on gadobutrol-enhanced MRI may provide preoperative prognostic information. This may be helpful for risk stratification of patients for surgery.
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Affiliation(s)
- Helen M C Cheung
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Paul J Karanicolas
- Department of Surgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Natalie Coburn
- Department of Surgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Calvin Law
- Department of Surgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Laurent Milot
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
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Cheung HMC, Karanicolas PJ, Hsieh E, Coburn N, Maraj T, Kim JK, Elhakim H, Haider MA, Law C, Milot L. Late gadolinium enhancement of colorectal liver metastases post-chemotherapy is associated with tumour fibrosis and overall survival post-hepatectomy. Eur Radiol 2018; 28:3505-3512. [PMID: 29476216 PMCID: PMC6028845 DOI: 10.1007/s00330-018-5331-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Revised: 01/04/2018] [Accepted: 01/15/2018] [Indexed: 12/31/2022]
Abstract
Purpose To determine whether late gadolinium MRI enhancement of colorectal liver metastases (CRCLM) post-chemotherapy is associated with tumour fibrosis and survival post-hepatectomy. Materials and methods The institutional review board approved this retrospective cohort study and waived the requirement for informed consent. A cohort of 121 surgical patients who received preoperative MRI after chemotherapy between 2006-2012 was included in this study. Target tumour enhancement (TTE), defined as the mean contrast-to-noise ratio of up to two target lesions on late-phase gadobutrol-enhanced MRI, was determined by two independent raters. The average TTE was correlated with tumour fibrosis on post-hepatectomy specimens using Spearman correlation and with survival post-hepatectomy using Kaplan-Meier and Cox regression. Inter-rater reliability was determined using relative intra-class correlation coefficients. Results In the surgical cohort (mean age: 63.0 years; male: 58%), TTE was associated with tumour fibrosis (r = 0.43, p < 0.001). Strong TTE was associated with improved survival compared to weak TTE (3-year survival: 88.4% vs. 58.8%, p = 0.003) with a hazard ratio of 0.32 (95% CI: 0.14-0.75, p = 0.008), after taking into account known prognostic variables. Inter-rater reliability was very good with a relative intraclass correlation of 0.84 (95% CI: 0.77-0.89). Conclusion Late gadolinium MRI enhancement of CRCLM post-chemotherapy is associated with tumour fibrosis and survival. Key Points • MRI enhancement of colorectal liver metastases is associated with survival post-hepatectomy • MRI enhancement of chemotherapy-treated colorectal liver metastases correlates with tumour fibrosis • Measuring late MRI enhancement using target tumour enhancement is reliable
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Affiliation(s)
- Helen M C Cheung
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, Rm AB 279, Toronto, ON, Canada
| | - Paul J Karanicolas
- Department of Surgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Eugene Hsieh
- Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Natalie Coburn
- Department of Surgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Tishan Maraj
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, Rm AB 279, Toronto, ON, Canada
| | - Jin K Kim
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, Rm AB 279, Toronto, ON, Canada
| | - Howaida Elhakim
- Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Masoom A Haider
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, Rm AB 279, Toronto, ON, Canada
| | - Calvin Law
- Department of Surgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Laurent Milot
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, Rm AB 279, Toronto, ON, Canada.
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