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Zhu X, Zhu J, Sun C, Zhu F, Wu B, Mao J, Zhao Z. Prediction of Local Tumor Progression After Thermal Ablation of Colorectal Cancer Liver Metastases Based on Magnetic Resonance Imaging Δ-Radiomics. J Comput Assist Tomogr 2025; 49:377-384. [PMID: 39631751 DOI: 10.1097/rct.0000000000001702] [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: 06/12/2024] [Accepted: 10/20/2024] [Indexed: 12/07/2024]
Abstract
PURPOSE This study aimed to enhance the predictability of local tumor progression (LTP) postthermal ablation in patients with colorectal cancer liver metastases (CRLMs). A sophisticated approach integrating magnetic resonance imaging (MRI) Δ-radiomics and clinical feature-based modeling was employed. MATERIALS AND METHODS In this retrospective study, 37 patients with CRLM were included, encompassing a total of 57 tumors. Radiomics features were derived by delineating the images of lesions pretreatment and images of the ablation zones posttreatment. The change in these features, termed Δ-radiomics, was calculated by subtracting preprocedure values from postprocedure values. Three models were developed using the least absolute shrinkage and selection operators (LASSO) and logistic regression: the preoperative lesion model, the postoperative ablation area model, and the Δ model. Additionally, a composite model incorporating identified clinical features predictive of early treatment success was created to assess its prognostic utility for LTP. RESULTS LTP was observed in 20 out of the 57 lesions (35%). The clinical model identified, tumor size ( P = 0.010), and ΔCEA ( P = 0.044) as factors significantly associated with increased LTP risk postsurgery. Among the three models, the Δ model demonstrated the highest AUC value (T2WI AUC in training, 0.856; Delay AUC, 0.909; T2WI AUC in testing, 0.812; Delay AUC, 0.875), whereas the combined model yielded optimal performance (T2WI AUC in training, 0.911; Delay AUC, 0.954; T2WI AUC in testing, 0.847; Delay AUC, 0.917). Despite its superior AUC values, no significant difference was noted when comparing the performance of the combined model across the two sequences ( P = 0.6087). CONCLUSIONS Combined models incorporating clinical data and Δ-radiomics features serve as valuable indicators for predicting LTP following thermal ablation in patients with CRLM.
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Affiliation(s)
- Xiucong Zhu
- Department of medical college, School of Medicine, Shaoxing University, Shaoxing
| | - Jinke Zhu
- Department of medical college, School of Medicine, Shaoxing University, Shaoxing
| | - Chenwen Sun
- Department of medical college, School of Medicine, Zhejiang University, Hangzhou
| | - Fandong Zhu
- Department of Radiology, Shaoxing People's Hospital (Zhejiang University Shaoxing Hospital), Shaoxing, Zhejiang, China
| | - Bing Wu
- Department of medical college, School of Medicine, Shaoxing University, Shaoxing
| | - Jiaying Mao
- Department of medical college, School of Medicine, Shaoxing University, Shaoxing
| | - Zhenhua Zhao
- Department of Radiology, Shaoxing People's Hospital (Zhejiang University Shaoxing Hospital), Shaoxing, Zhejiang, China
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Zhang L, Bai L. Diagnostic performance of contrast-enhanced CT combined with contrast-enhanced MRI for colorectal liver metastases: a case-control study. BMC Gastroenterol 2025; 25:188. [PMID: 40114056 PMCID: PMC11924653 DOI: 10.1186/s12876-025-03785-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Accepted: 03/13/2025] [Indexed: 03/22/2025] Open
Abstract
BACKGROUND Colorectal liver metastases (CRLM) are a major determinant of prognosis in colorectal cancer (CRC) patients. Their early and accurate detection is essential for appropriate therapeutic planning and improving survival outcomes. PURPOSE To evaluate the diagnostic capabilities of contrast-enhanced computed tomography (CT) and contrast-enhanced magnetic resonance imaging (MRI) in detecting colorectal liver metastases. MATERIALS AND METHODS We employed a case-control design to compare patients with histologically confirmed liver metastases against a control group without the condition. A total of 85 patients in each group were selected and retrospectively matched based on relevant factors. All subjects underwent both contrast-enhanced CT and MRI. The diagnostic performance of these imaging modalities was assessed by analysing sensitivity, specificity, positive and negative predictive values, and radiologists' diagnostic confidence. Kappa statistics were used to evaluate inter-observer agreement. All MRI scans were performed using a 3-Tesla (3-T) MRI scanner to ensure high-quality imaging and detailed lesion characterization. And all the scans were reviewed by two radiologists. RESULTS The combination of contrast-enhanced CT and MRI demonstrated a statistically significant improvement in sensitivity (90.6% for MRI alone vs. 96.5% for combined modalities) and specificity (95.3% for MRI alone vs. 98.3% for combined modalities). Positive and negative predictive values were similarly enhanced. Radiologists' diagnostic confidence was higher with combined imaging, achieving a 'very high' confidence level in 78.8% of cases compared with 64.7% for MRI alone. The inter-observer agreement reached 'almost perfect' status with the combined approach. CONCLUSION The integration of contrast-enhanced CT with MRI significantly enhanced the diagnostic accuracy for colorectal liver metastases, representing a valuable tool for the preoperative evaluation of patients with CRC. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Luxian Zhang
- Department of Radiology, Zhongshan Hospital Xiamen University, 201 Hubin South Road, Siming District, Xiamen City, Fujian Province, 361004, China
| | - Luna Bai
- Department of Radiology, Zhongshan Hospital Xiamen University, 201 Hubin South Road, Siming District, Xiamen City, Fujian Province, 361004, China.
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Heimer MM, Sun Y, Bonitatibus PJ, Luitjens J, Hong CW, Okwelogu N, Houshmand S, Aschauer T, Cyran CC, Ingrisch M, Bales BC, Meyer DE, Yeh BM. Performance of an Intravascular Tantalum Oxide-Based Nanoparticle Computed Tomography Contrast Agent in Preclinical Hepatic Tumor Detection. Invest Radiol 2025:00004424-990000000-00307. [PMID: 40100273 DOI: 10.1097/rli.0000000000001175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
BACKGROUND Noniodinated intravenous contrast agents have shown significant potential to improve computed tomography (CT) imaging; however, in vivo evidence for impact on lesion detection remains scarce. PURPOSE The aim of the study was to compare a novel intravenous carboxybetaine zwitterionic-coated tantalum oxide (TaCZ) nanoparticle contrast agent to clinical iodinated contrast agent for the detection of liver tumors in a rabbit tumor model at CT. METHODS Following hepatic implantation of VX2 tumors, n = 10 rabbits were repeatedly scanned on a clinical CT system before and at 40, 105, and 180 seconds after intravenous contrast injection of 540 mg element (Ta or I) per kilogram of body weight using TaCZ or iopamidol. After contrast elimination, imaging was repeated with the other contrast agent in each rabbit. Findings were compared to gross pathology. Three readers independently reviewed n = 114 randomized image series for hepatic tumors and rated conspicuity on a 5-point scale (1 = barely visible to 4 = obvious; 0 = not detected). Regions of interest drawn by readers were used to calculate contrast to noise ratio. Metrics were compared between contrast agents for different tumor size categories (3-6 mm, >6-11 mm, >11-14 mm, >14 mm) and for venous scan delays between contrast agents. RESULTS TaCZ provided higher hepatic contrast enhancement resulting in superior Contrast-to-noise ratio (CNR) of hepatic tumors at all examined venous contrast delays (5.7-6.9 vs 3.9-4.5; all P < 0.001) compared to iopamidol. This translated into improved overall sensitivity (all P < 0.001) and detection of small hepatic tumors ≤11 mm (all P≤0.002). In addition, compared to iopamidol, TaCZ showed higher tumor conspicuity in all subgroups. Larger lesion size and early contrast delay were associated with improved lesion detection for both contrast agents. CONCLUSIONS Experimental TaCZ nanoparticles showed higher hepatic contrast enhancement and improved the detection and conspicuity of hepatic tumors at all sizes and scan delays compared to iopamidol, with sustained intense contrast enhancement in delayed venous phase up to at least 180 seconds.
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Affiliation(s)
- Maurice M Heimer
- From the Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA (M.M.H., Y.S., J.L., C.W.H., N.O., S.H., T.A., B.M.Y.); Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany (M.M.H., J.L., T.A., C.C.C., M.I.); Rensselaer Polytechnic Institute, Saratoga Springs Troy, NY (P.J.B.); and GE HealthCare Technology & Innovation Center, Niskayuna, NY (B.C.B., D.E.M.)
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Liu J, Ye L, Miao G, Rao S, Zeng M, Liu L. Non-enhanced abbreviated MRI as a periodic surveillance protocol for colorectal liver metastases compared with contrast-enhanced CT: a prospective observational study. Int J Surg 2025; 111:2495-2504. [PMID: 39878067 DOI: 10.1097/js9.0000000000002252] [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: 06/25/2024] [Accepted: 12/07/2024] [Indexed: 01/31/2025]
Abstract
BACKGROUND Adopting an appropriate noninvasive radiological method is crucial for periodic surveillance of liver metastases in colorectal cancer (CRC) patients after surgery, which is closely related to clinical management and prognosis. This study aimed to prospectively enroll stage II-III CRC patients for the surveillance of liver metastases and compare the diagnostic performance of contrast-enhanced CT (CE-CT) and non-enhanced abbreviated MRI (NE-AMRI) during this process. METHODS 587 CRC patients undergoing radical resection of the primary tumor were evaluated by 1 to 3 rounds of surveillance tests, consisting of abdominal CE-CT and contrast-enhanced MRI (CE-MRI) within 7 days at 6-month intervals. Subsequently, images of NE-AMRI were extracted from the CE-MRI examination, and paired CE-CT and NE-AMRI analysis were performed. The lesion-based detection rates between two protocols were compared, and a subgroup analysis was performed in lesions with a size of ≤10 mm. The patient-based sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), accuracy, and the areas under the curves (AUCs) of CE-CT and NE-AMRI in each round were evaluated. Finally, the relationship between the diagnostic accuracy of two protocols and characteristics of patients was explored. RESULTS The lesion-based detection rates of NE-AMRI in three rounds were all significantly higher than those of CE-CT ( P < 0.001, P < 0.001, P = 0.003, respectively). In the subgroup analysis of lesions ≤ 10 mm, NE-AMRI also performed better than CE-CT ( P < 0.001, P = 0.002, P = 0.005, respectively). The patient-based sensitivities, specificities, NPVs, and PPVs of NE-AMRI were higher than those of CE-CT in three rounds of surveillance. The AUCs for NE-AMRI were all significantly better than those for CE-CT in each round ( P = 0.015, P = 0.045, P = 0.009, respectively). Furthermore, patient BMI and fatty liver disease had impacts on the diagnostic accuracy of the CE-CT protocol, but not on the NE-AMRI protocol. CONCLUSION NE-AMRI may be a promising periodic surveillance tool for CRC patients after surgery to increase diagnostic accuracy of liver metastases, developing personalized clinical management and improving prognosis, simultaneously avoiding side effects associated with ionizing radiation and contrast agents.
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Affiliation(s)
- Jingjing Liu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
| | - Lechi Ye
- Departments of General Surgery and Colorectal Surgery, Zhongshan Hospital, Fudan University, Shanghai China
| | - Gengyun Miao
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shengxiang Rao
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
| | - Liheng Liu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
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Wildman-Tobriner B, Felice N, Kalisz KR, Allen BC, Thomas SP, Kruse DE, Segars WP, Harrawood B, Bashir MR, Marin D, Morrison S, Erkanli A, Samei E, Abadi E, Wolfe S. Photon-Counting CT Effects on Sensitivity for Liver Lesion Detection: A Reader Study Using Virtual Imaging. Radiology 2025; 314:e241568. [PMID: 39807984 PMCID: PMC11783162 DOI: 10.1148/radiol.241568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 10/03/2024] [Accepted: 10/15/2024] [Indexed: 01/16/2025]
Abstract
Background Detection of hepatic metastases at CT is a daily task in radiology departments that influences medical and surgical treatment strategies for oncology patients. Purpose To compare simulated photon-counting CT (PCCT) with energy-integrating detector (EID) CT for the detection of small liver lesions. Materials and Methods In this reader study (July to December 2023), a virtual imaging framework was used with 50 anthropomorphic phantoms and 183 generated liver lesions (one to six lesions per phantom, 0.4-1.5 cm in diameter). Virtual CT platforms simulated PCCT and EID CT scanners. Phantoms were virtually scanned using routine (6 mGy) and low-dose (1.5 mGy) conditions and reconstructed with three kernels. A subset of 300 scans (150 PCCT vs EID CT pairs) were selected. Four radiologists independently reviewed all scans to mark liver lesions, assigned confidence scores for detection, and rated scan quality. Analysis was performed on a per-lesion basis to determine sensitivity for several variables and on a per-scan basis for scan quality. The McNemar test, two-sided paired t tests, and mixed-effects logistic regression models were fitted; P < .05 was considered indicative of statistically significant difference. Results Consensus reader sensitivity in detecting lesions was 82.1% (451 of 549) for PCCT versus 77.6% (426 of 549) for EID CT (P < .001), with a mean sensitivity gain of 4.3 percentage points ± 1.3 (P < .001 to P = .02 per reader). Readers had better subjective confidence for lesions at PCCT (mean score, 61.5 ± 22 vs 56.1 ± 24 [on a 101-point scale]; P < .001). Sensitivity was lower for lesions smaller than 1 cm, with more pronounced difference between PCCT and EID CT (74.0% [271 of 366] vs 67.2% [246 of 366]; P < .001). At the lower dose level, PCCT showed higher sensitivity than EID CT (68.9% [168 of 244] vs 61.1% [149 of 244]; P < .001) for subcentimeter lesions. In a multivariable model, PCCT was independently associated with increased odds of lesion detection (odds ratio, 1.55; P < .001). Image quality was slightly higher for PCCT (mean score, 55.3 vs 50.6 [on a 101-point scale]; P < .001). Conclusion Compared with EID CT, PCCT showed better sensitivity in the detection of small liver lesions. © RSNA, 2025 Supplemental material is available for this article. See also the editorial by Menu in this issue.
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Affiliation(s)
- Benjamin Wildman-Tobriner
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Nicholas Felice
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Kevin R. Kalisz
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Brian C. Allen
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Sarah P. Thomas
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Danielle E. Kruse
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - William Paul Segars
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Brian Harrawood
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Mustafa R. Bashir
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Daniele Marin
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Samantha Morrison
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Alaattin Erkanli
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Ehsan Samei
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Ehsan Abadi
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
| | - Shannyn Wolfe
- From the Department of Radiology, Duke University Hospital, 2301
Erwin Rd, Box 3808, Durham, NC 27701 (B.W.T., K.R.K., B.C.A., S.P.T., D.E.K.,
B.H., M.R.B., D.M., E.S., E.A.); Department of Biostatistics and Bioinformatics
(N.F., S.M., A.E.) and Department of Medical Physics (W.P.S., E.S., E.A.), Duke
University, Durham, NC
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Schnelldorfer T, Castro J, Goldar-Najafi A, Liu L. Development of a Deep Learning System for Intraoperative Identification of Cancer Metastases. Ann Surg 2024; 280:1006-1013. [PMID: 38577794 DOI: 10.1097/sla.0000000000006294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/06/2024]
Abstract
OBJECTIVE The aim of this study was to develop and test a prototype of a deep learning surgical guidance system [computer-assisted staging laparoscopy (CASL)] that can intraoperative identify peritoneal surface metastases on routine laparoscopy images. BACKGROUND For a number of cancer patients, operative resection with curative intent can end up in early recurrence of the cancer. Surgeons misidentifying visible peritoneal surface metastases is likely a common reason. METHODS CASL was developed and tested using staging laparoscopy images recorded from 132 patients with histologically confirmed adenocarcinoma involving the gastrointestinal tract. The data included images depicting 4287 visible peritoneal surface lesions and 3650 image patches of 365 biopsied peritoneal surface lesions. The prototype's diagnostic performance was compared with results from a national survey evaluating 111 oncologic surgeons in a simulated clinical environment. RESULTS In a simulated environment, surgeons' accuracy in correctly recommending a biopsy for metastases while omitting a biopsy for benign lesions was only 52%. In this environment, the prototype of a deep learning surgical guidance system demonstrated improved performance in identifying peritoneal surface metastases compared to oncologic surgeons with an area under the receiver operating characteristic curve of 0.69 (oncologic surgeon) versus 0.78 (CASL) versus 0.79 (human-computer combined). A proposed model would have improved the identification of metastases by 5% while reducing the number of unnecessary biopsies by 28% compared with current standard practice. CONCLUSIONS Our findings demonstrate a pathway for an artificial intelligence system for intraoperative identification of peritoneal surface metastases but still require additional development and future validation in a multi-institutional clinical setting.
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Affiliation(s)
- Thomas Schnelldorfer
- Division of Surgical Oncology, Tufts Medical Center, Boston, MA
- Department of Translational Research, Lahey Hospital and Medical Center, Burlington, MA
- Surgical Imaging Lab, Tufts Medical Center, Boston, MA
| | - Janil Castro
- Surgical Imaging Lab, Tufts Medical Center, Boston, MA
| | | | - Liping Liu
- Department of Computer Sciences, Tufts University, Medford, MA
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Sun D, Ma L, Liu Y, Bao C, Jia G, Wang T, Wang Y. 99mTc-FAPI-04 SPECT/CT outperforms contrast-enhanced CT in detecting metastasis in postoperative patients with colorectal cancer. Front Med (Lausanne) 2024; 11:1462870. [PMID: 39376651 PMCID: PMC11456442 DOI: 10.3389/fmed.2024.1462870] [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: 07/10/2024] [Accepted: 09/03/2024] [Indexed: 10/09/2024] Open
Abstract
Purpose To compare the performance of 99mTc-FAPI-04 SPECT/CT and contrast-enhanced CT (CECT) in the detection of postoperative metastasis in patients with colorectal cancer (CRC). Methods The postoperative patients with CRC were consecutively recruited from January 2023 to June 2023, and the enrolled patients completed 99mTc-FAPI-04 SPECT/CT imaging and CECT examination within two weeks. Histopathological analysis and the follow-up results were used as the reference criteria. The location and number of metastatic sites and the detection accuracy between the two imaging methods were compared. The tumor-to-background ratio (TBR) of liver metastasis and lymph node metastasis in 99mTc-FAPI-04 SPECT/CT imaging were also calculated for comparison. Results In total, 19 postoperative CRC patients, including 15 patients with metastasis, were included in this study. In the patient-based analysis, 99mTc-FAPI-04 SPECT/CT showed a significantly higher sensitivity for the detection of metastasis than CECT (93.3% vs. 80.0%, p = 0.038), but both techniques had the same specificity (100%, 4/4). For the lesion-based analysis, the detection rates of metastatic sites were 92.2% (47/51) and 72.5% (37/51) for 99mTc-FAPI-04 SPECT/CT and CECT, respectively, and the difference between them was statistically significant. In the diagnosis of liver metastasis and lymph node metastasis, 99mTc-FAPI-04 SPECT/CT both exceeded CECT. Additionally, the TBR in lymph node metastasis was higher than that in liver metastasis. Conclusion The findings suggested that 99mTc-FAPI-04 SPECT/CT could detect metastasis more effectively than CECT, especially liver and lymph node metastases, in postoperative CRC patients.
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Affiliation(s)
- Donghua Sun
- Department of Nuclear Medicine, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Li Ma
- Department of Nuclear Medicine, The First Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Yan Liu
- Department of Nuclear Medicine, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Caili Bao
- Department of Nuclear Medicine, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Guorong Jia
- Department of Nuclear Medicine, The First Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Tao Wang
- Department of Nuclear Medicine, The First Affiliated Hospital of Naval Medical University, Shanghai, China
| | - Yingqiu Wang
- Department of Nuclear Medicine, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, China
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Caruso D, Polici M, Bellini D, Laghi A. ESR Essentials: Imaging in colorectal cancer-practice recommendations by ESGAR. Eur Radiol 2024; 34:5903-5910. [PMID: 38418627 PMCID: PMC11364724 DOI: 10.1007/s00330-024-10645-3] [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: 10/10/2023] [Revised: 01/11/2024] [Accepted: 01/16/2024] [Indexed: 03/02/2024]
Abstract
Colorectal cancer (CRC) is a significant global health concern. Diagnostic imaging, using different modalities, has a pivotal role in CRC, from early detection (i.e., screening) to follow-up. The role of imaging in CRC screening depends on each country's approach: if an organized screening program is in place, the role of CT colonography (CTC) is limited to the study of either individuals with a positive stool test unwilling/unable to undergo colonoscopy (CC) or in patients with incomplete CC. Although CC is the most common modality to diagnose CRC, CRC can be also incidentally detected during a routine abdominal imaging examination or at the emergency room in patients presenting with intestinal occlusion/subocclusion or perforation. Staging is a crucial aspect of CRC management, guiding treatment decisions and providing valuable prognostic information. An accurate local staging is mandatory in both rectal and colon cancer to drive the appropriate therapeutic workflow. Important limitations of US, CT, and MR in N-staging can be partially solved by FDG PET/CT. Distant staging is usually managed by CT, with MR and FDG PET/CT which can be used as problem-solving techniques. Follow-up is performed according to the general recommendations of the oncological societies. CLINICAL RELEVANCE STATEMENT: It is essential to summarize each phase of colorectal cancer workup, differentiating the management for colon and rectal cancer supported by the main international guidelines and literature data, with the aim to inform the community on the best practice imaging in colorectal cancer. KEY POINTS: • Colorectal cancer is a prevalent disease that lends itself to imaging at each stage of detection and management. • Various imaging modalities can be used as adjuncts to, or in place of, direct visualization methods of screening and are necessary for evaluating metastatic disease. • Reevaluation of follow-up strategies should be considered depending on patients' individual risk of recurrence.
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Affiliation(s)
- Damiano Caruso
- Radiology Unit, Department of Medical Surgical Sciences and Translational Medicine, "Sapienza" University of Rome, Sant'Andrea University Hospital, Via Di Grottarossa, 1035-1039, 00189, Rome, Italy
| | - Michela Polici
- Radiology Unit, Department of Medical Surgical Sciences and Translational Medicine, "Sapienza" University of Rome, Sant'Andrea University Hospital, Via Di Grottarossa, 1035-1039, 00189, Rome, Italy
- PhD School in Traslational Medicine and Oncology, Department of Medical Surgical Sciences and Translational Medicine, Faculty of Medicine and Psychology, "Sapienza" University of Rome, Rome, Italy
| | - Davide Bellini
- Department of Radiological Sciences, Oncology and Pathology, "Sapienza" University of Rome, I.C.O.T. Hospital, Latina, Italy
| | - Andrea Laghi
- Radiology Unit, Department of Medical Surgical Sciences and Translational Medicine, "Sapienza" University of Rome, Sant'Andrea University Hospital, Via Di Grottarossa, 1035-1039, 00189, Rome, Italy.
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9
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Alhammami QS. Assessment of the Diagnostic Accuracy of CT as Compared to MRI in Detecting Metastases in Patients With Colorectal Cancer. Cureus 2024; 16:e66125. [PMID: 39229423 PMCID: PMC11370816 DOI: 10.7759/cureus.66125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/04/2024] [Indexed: 09/05/2024] Open
Abstract
This study aimed to compare the diagnostic accuracy of computed tomography (CT) and magnetic resonance imaging (MRI) in detecting metastases of colorectal cancer (CRC) in a hospital in Najran, Saudi Arabia. A total of 51 patients with CRC were included in the study. The radiological findings of metastatic lesions and the diagnostic accuracy measures of CT compared to MRI were analyzed. The results showed that CT had a false negative rate of 7.8%, a false positive rate of 7.8%, a true negative rate of 27.5%, and a true positive rate of 56.9% in detecting metastases. Diagnostic accuracy measures varied based on the number of metastatic lesions, with higher sensitivity observed for cases with fewer lesions. Gender, timing of imaging in relation to surgical intervention, and administration of nonsurgical therapy showed significant associations with diagnosis mismatch between CT and MRI. The site of metastases and the site of the primary tumor in the colon also demonstrated significant associations with diagnosis mismatch. The size of the largest metastasis detected by MRI was significantly associated with diagnosis mismatch. The overall diagnostic accuracy of CT in detecting any metastases, compared to MRI as the reference standard, was estimated to have a sensitivity of 87.8%, a specificity of 77.8%, a positive predictive value of 87.8%, and a negative predictive value of 77.8%. This study provides valuable insights into the comparative diagnostic performance of CT and MRI in detecting metastases of CRC, highlighting the importance of considering patient characteristics, disease outcome, and tumor characteristics in the interpretation of imaging results.
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10
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Fenwick A, Black C, Linehan V, Gala-Lopez BL, Costa AF. Resection of colorectal carcinoma liver metastases: A population-based study in outcomes and factors associated with recurrent disease. Curr Probl Diagn Radiol 2024; 53:481-487. [PMID: 38702281 DOI: 10.1067/j.cpradiol.2024.04.007] [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: 12/04/2023] [Revised: 03/15/2024] [Accepted: 04/18/2024] [Indexed: 05/06/2024]
Abstract
OBJECTIVE To assess the hepatic disease-free survival (HDFS) and overall survival (OS) of patients who underwent resection of colorectal cancer liver metastases (CRCLM) in our population, and evaluate what factors are associated with these outcomes. METHODS Patients with resected non-mucinous CRCLM between January 2013-February 2020 were retrospectively identified. Dates of diagnosis, surgery, and, if applicable, death were recorded. HDFS and OS were calculated using a census date of 24 September 2022. Separate Cox multivariate regression analyses were performed to evaluate for association between HDFS and OS and the following factors: pre-operative imaging interval (<4 weeks vs. ≥4 weeks); pre-operative imaging modality (CT only vs. MRI+CT); extrahepatic disease at time of hepatectomy (yes vs. no); tumor burden score (TBS, where TBS2 = (largest axial dimension of CRCLM)2 + (number of CRCLM)2); pT and pN; and neoadjuvant chemotherapy. RESULTS 137 subjects (mean age, 61 ± 11 years, 86 males) were included. Associations with recurrent hepatic disease were found with chemotherapy (HR 2.11[95 % CI = 1.13-3.92]), TBS (HR 1.30[95 % CI = 1.17-1.45]), MRI+CT (HR 2.12[95 % CI = 1.29-3.48]), and extrahepatic disease at hepatectomy (HR 2.16[95 % CI = 1.08-4.35]). For mortality, associations were found with TBS (HR 1.22[95 % CI = 1.09-1.37]), pT (HR 1.45[95 % CI = 1.05-2.00]), and extrahepatic disease at hepatectomy (HR 2.10[95 % CI = 1.31-3.36]). CONCLUSION In our population, non-imaging related factors TBS, neoadjuvant chemotherapy, pT and presence of extrahepatic disease at time of hepatectomy were associated with HDFS and/or OS. The preoperative imaging interval and use of preoperative MRI were not associated with improved patient outcomes.
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Affiliation(s)
- Andrew Fenwick
- Department of Diagnostic Radiology, Queen Elizabeth II Health Sciences Centre and Dalhousie University. Victoria General Building, 3rd floor, 1276 South Park Street, Halifax, Nova Scotia, Canada B3H 2Y9
| | - Curtis Black
- Department of Diagnostic Radiology, Queen Elizabeth II Health Sciences Centre and Dalhousie University. Victoria General Building, 3rd floor, 1276 South Park Street, Halifax, Nova Scotia, Canada B3H 2Y9
| | - Victoria Linehan
- Department of Diagnostic Radiology, Queen Elizabeth II Health Sciences Centre and Dalhousie University. Victoria General Building, 3rd floor, 1276 South Park Street, Halifax, Nova Scotia, Canada B3H 2Y9
| | - Boris L Gala-Lopez
- Department of Surgery, Queen Elizabeth II Health Sciences Centre and Dalhousie University. Victoria General Building, 3rd floor, 1276 South Park Street, Halifax, Nova Scotia, Canada B3H 2Y9; Beatrice Hunter Cancer Research Institute. Suite 2L-A2, Tupper Link, 5850 College Street P.O. Box 15000 Halifax, NS B3H 4R2
| | - Andreu F Costa
- Department of Diagnostic Radiology, Queen Elizabeth II Health Sciences Centre and Dalhousie University. Victoria General Building, 3rd floor, 1276 South Park Street, Halifax, Nova Scotia, Canada B3H 2Y9..
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11
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Ryu HS, Kim HJ, Ji WB, Kim BC, Kim JH, Moon SK, Kang SI, Kwak HD, Kim ES, Kim CH, Kim TH, Noh GT, Park BS, Park HM, Bae JM, Bae JH, Seo NE, Song CH, Ahn MS, Eo JS, Yoon YC, Yoon JK, Lee KH, Lee KH, Lee KY, Lee MS, Lee SH, Lee JM, Lee JE, Lee HH, Ihn MH, Jang JH, Jeon SK, Chae KJ, Choi JH, Pyo DH, Ha GW, Han KS, Hong YK, Hong CW, Kwak JM. Colon cancer: the 2023 Korean clinical practice guidelines for diagnosis and treatment. Ann Coloproctol 2024; 40:89-113. [PMID: 38712437 PMCID: PMC11082542 DOI: 10.3393/ac.2024.00059.0008] [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: 01/20/2024] [Revised: 03/11/2024] [Accepted: 03/18/2024] [Indexed: 05/08/2024] Open
Abstract
Colorectal cancer is the third most common cancer in Korea and the third leading cause of death from cancer. Treatment outcomes for colon cancer are steadily improving due to national health screening programs with advances in diagnostic methods, surgical techniques, and therapeutic agents.. The Korea Colon Cancer Multidisciplinary (KCCM) Committee intends to provide professionals who treat colon cancer with the most up-to-date, evidence-based practice guidelines to improve outcomes and help them make decisions that reflect their patients' values and preferences. These guidelines have been established by consensus reached by the KCCM Guideline Committee based on a systematic literature review and evidence synthesis and by considering the national health insurance system in real clinical practice settings. Each recommendation is presented with a recommendation strength and level of evidence based on the consensus of the committee.
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Affiliation(s)
- Hyo Seon Ryu
- Division of Colon and Rectal Surgery, Department of Surgery, Korea University College of Medicine, Seoul, Korea
| | - Hyun Jung Kim
- Department of Preventive Medicine, Korea University College of Medicine, Seoul, Korea
- Institute for Evidence-based Medicine, Cochrane Collaboration, Seoul, Korea
| | - Woong Bae Ji
- Division of Colon and Rectal Surgery, Department of Surgery, Korea University Ansan Hospital, Ansan, Korea
| | - Byung Chang Kim
- Center for Colorectal Cancer, National Cancer Center, Goyang, Korea
| | - Ji Hun Kim
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sung Kyung Moon
- Department of Radiology, Kyung Hee University Hospital, Seoul, Korea
| | - Sung Il Kang
- Department of Surgery, Yeungnam University College of Medicine, Daegu, Korea
| | - Han Deok Kwak
- Department of Surgery, Chonnam National University Hospital, Chonnam National University Medical School, Gwangju, Korea
| | - Eun Sun Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea
| | - Chang Hyun Kim
- Department of Surgery, Chonnam National University Hwasun Hospital, Chonnam National University Medical School, Hwasun, Korea
| | - Tae Hyung Kim
- Department of Radiation Oncology, Nowon Eulji Medical Center, Eulji University, Seoul, Korea
| | - Gyoung Tae Noh
- Department of Surgery, Ewha Womans University College of Medicine, Seoul, Korea
| | - Byung-Soo Park
- Department of Surgery, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea
| | - Hyeung-Min Park
- Department of Surgery, Chonnam National University Hwasun Hospital, Chonnam National University Medical School, Hwasun, Korea
| | - Jeong Mo Bae
- Department of Pathology, Seoul National University Hospital, Seoul, Korea
| | - Jung Hoon Bae
- Division of Colorectal Surgery, Department of Surgery, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Ni Eun Seo
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Chang Hoon Song
- Department of Radiation Oncology, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Mi Sun Ahn
- Department of Hematology-Oncology, Ajou University School of Medicine, Suwon, Korea
| | - Jae Seon Eo
- Department of Nuclear Medicine and Molecular Imaging, Korea University College of Medicine, Seoul, Korea
| | - Young Chul Yoon
- Department of General Surgery, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Joon-Kee Yoon
- Department of Nuclear Medicine and Molecular Imaging, Ajou University School of Medicine, Suwon, Korea
| | - Kyung Ha Lee
- Department of Surgery, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Korea
| | - Kyung Hee Lee
- Department of Radiology, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Kil-Yong Lee
- Department of Surgery, Uijeongbu St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Uijeongbu, Korea
| | - Myung Su Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Sung Hak Lee
- Department of Hospital Pathology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jong Min Lee
- Department of Surgery, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Korea
| | - Ji Eun Lee
- Department of Radiology, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
| | - Han Hee Lee
- Division of Gastroenterology, Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Myong Hoon Ihn
- Department of Surgery, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Je-Ho Jang
- Department of Surgery, Daejeon Eulji Medical Center, Eulji University, Daejeon, Korea
| | - Sun Kyung Jeon
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Kum Ju Chae
- Department of Radiology, Jeonbuk National University Medical School, Jeonju, Korea
| | - Jin-Ho Choi
- Center for Lung Cancer, Department of Thoracic Surgery, Research Institute and Hospital, National Cancer Center, Goyang, Korea
| | - Dae Hee Pyo
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Gi Won Ha
- Research Institute of Clinical Medicine of Jeonbuk National University, Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Korea
| | - Kyung Su Han
- Center for Colorectal Cancer, National Cancer Center, Goyang, Korea
| | - Young Ki Hong
- Department of Surgery, National Health Insurance Service Ilsan Hospital, Goyang, Korea
| | - Chang Won Hong
- Center for Colorectal Cancer, National Cancer Center, Goyang, Korea
| | - Jung-Myun Kwak
- Division of Colon and Rectal Surgery, Department of Surgery, Korea University College of Medicine, Seoul, Korea
| | - Korean Colon Cancer Multidisciplinary Committee
- Division of Colon and Rectal Surgery, Department of Surgery, Korea University College of Medicine, Seoul, Korea
- Department of Preventive Medicine, Korea University College of Medicine, Seoul, Korea
- Institute for Evidence-based Medicine, Cochrane Collaboration, Seoul, Korea
- Division of Colon and Rectal Surgery, Department of Surgery, Korea University Ansan Hospital, Ansan, Korea
- Center for Colorectal Cancer, National Cancer Center, Goyang, Korea
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
- Department of Radiology, Kyung Hee University Hospital, Seoul, Korea
- Department of Surgery, Yeungnam University College of Medicine, Daegu, Korea
- Department of Surgery, Chonnam National University Hospital, Chonnam National University Medical School, Gwangju, Korea
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea
- Department of Surgery, Chonnam National University Hwasun Hospital, Chonnam National University Medical School, Hwasun, Korea
- Department of Radiation Oncology, Nowon Eulji Medical Center, Eulji University, Seoul, Korea
- Department of Surgery, Ewha Womans University College of Medicine, Seoul, Korea
- Department of Surgery, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea
- Department of Pathology, Seoul National University Hospital, Seoul, Korea
- Division of Colorectal Surgery, Department of Surgery, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
- Department of Radiation Oncology, Seoul National University Bundang Hospital, Seongnam, Korea
- Department of Hematology-Oncology, Ajou University School of Medicine, Suwon, Korea
- Department of Nuclear Medicine and Molecular Imaging, Korea University College of Medicine, Seoul, Korea
- Department of General Surgery, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Nuclear Medicine and Molecular Imaging, Ajou University School of Medicine, Suwon, Korea
- Department of Surgery, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Korea
- Department of Radiology, Seoul National University Bundang Hospital, Seongnam, Korea
- Department of Surgery, Uijeongbu St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Uijeongbu, Korea
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
- Department of Hospital Pathology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Surgery, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Korea
- Department of Radiology, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
- Division of Gastroenterology, Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Surgery, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
- Department of Surgery, Daejeon Eulji Medical Center, Eulji University, Daejeon, Korea
- Department of Radiology, Jeonbuk National University Medical School, Jeonju, Korea
- Center for Lung Cancer, Department of Thoracic Surgery, Research Institute and Hospital, National Cancer Center, Goyang, Korea
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- Research Institute of Clinical Medicine of Jeonbuk National University, Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Korea
- Department of Surgery, National Health Insurance Service Ilsan Hospital, Goyang, Korea
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12
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Zirakchian Zadeh M. PET/CT in assessment of colorectal liver metastases: a comprehensive review with emphasis on 18F-FDG. Clin Exp Metastasis 2023; 40:465-491. [PMID: 37682423 DOI: 10.1007/s10585-023-10231-9] [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: 06/14/2023] [Accepted: 08/21/2023] [Indexed: 09/09/2023]
Abstract
Approximately 25% of those who are diagnosed with colorectal cancer will develop colorectal liver metastases (CRLM) as their illness advances. Despite major improvements in both diagnostic and treatment methods, the prognosis for patients with CRLM is still poor, with low survival rates. Accurate employment of imaging methods is critical in identifying the most effective treatment approach for CRLM. Different imaging modalities are used to evaluate CRLM, including positron emission tomography (PET)/computed tomography (CT). Among the PET radiotracers, fluoro-18-deoxyglucose (18F-FDG), a glucose analog, is commonly used as the primary radiotracer in assessment of CRLM. As the importance of 18F-FDG-PET/CT continues to grow in assessment of CRLM, developing a comprehensive understanding of this subject becomes imperative for healthcare professionals from diverse disciplines. The primary aim of this article is to offer a simplified and comprehensive explanation of PET/CT in the evaluation of CRLM, with a deliberate effort to minimize the use of technical nuclear medicine terminology. This approach intends to provide various healthcare professionals and researchers with a thorough understanding of the subject matter.
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Affiliation(s)
- Mahdi Zirakchian Zadeh
- Molecular Imaging and Therapy and Interventional Radiology Services, Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.
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13
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Gadiyaram S, Nachiappan M, Kini D. Liver Space Occupying Lesion in a Case of Colon Cancer: A Red Herring. Gastroenterology 2023; 165:e10-e14. [PMID: 36966942 DOI: 10.1053/j.gastro.2023.03.220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 03/09/2023] [Accepted: 03/14/2023] [Indexed: 04/30/2023]
Affiliation(s)
- Srikanth Gadiyaram
- Surgical Gastroenterology, Department of Surgical Gastroenterology and Minimally Invasive Surgery, Sahasra Hospitals, Jayanagar, Bangalore, India.
| | - Murugappan Nachiappan
- Surgical Gastroenterology, Department of Surgical Gastroenterology and Minimally Invasive Surgery, Sahasra Hospitals, Jayanagar, Bangalore, India
| | - Dinesh Kini
- Gastroenterology, Department of Gastroenterology and Hepatology, Apollo Hospitals, Bangalore, India
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14
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Qiu QS, Zhu K, Wang JH, Chen XS, Wang WT, Dong SY, Sun W, Rao SX. Diagnostic Performance of Contrast Enhanced CT Alone or in Combination with (Non-)Enhanced MRI for Colorectal Liver Metastasis. Acad Radiol 2023; 30:1856-1865. [PMID: 36481127 DOI: 10.1016/j.acra.2022.11.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 11/02/2022] [Accepted: 11/13/2022] [Indexed: 12/12/2022]
Abstract
RATIONALE AND OBJECTIVES To compare the diagnostic performance of contrast enhanced CT (CE-CT), CE-CT combined with non-enhanced MRI (NE-MRI) or contrast enhanced MRI (CE-MRI) for colorectal liver metastasis (CRLM). MATERIALS AND METHODS Sixty-six colorectal cancer patients with 198 focal liver lesions who underwent preoperative abdominal CE-CT and MRI examinations were included respectively. The images were assessed independently by two readers in three protocols (1: CE-CT, 2: CE-CT+NE-MRI, 3: CE-CT+CE-MRI). The diagnostic performance of each protocol was analyzed by receiver operating characteristic (ROC) curve and the areas under ROC (AUCs) were calculated and compared. RESULTS The detection rates of protocol 2 were 90.9%-92.9% for liver lesions and 86.4%-89.6% for CRLM, and both significantly higher than protocol 1 of 82.8%-85.4% and 76.8%-80.8% (p<0.001-0.001), whereas similar to protocol 3 of 91.9%-94.4% and 87.2%-91.2% (p 0.250-1.000). The AUCs of protocol 2 were greater than protocol 1 for all lesions (0.914-0.934 vs. 0.779-0.799, p<0.001) and lesions < 10mm (0.726-0.776 vs. 0.528-0.561, p<0.001), and were not inferior to that of protocol 3 (0.929-0.949 in all lesions and 0.754-0.821 in lesion < 10mm, p 0.053-0.162). CONCLUSION CE-CT combined with NE-MRI offered superior diagnostic performance for CRLM compared to CE-CT alone and showed comparable performance to CE-CT combined with CE-MRI.
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Affiliation(s)
- Qian-Sai Qiu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai 200032, P. R. China; Department of Radiology, Affiliated Tumor Hospital of Nantong University, Nantong University, Nantong, P. R. China
| | - Kai Zhu
- Department of Liver Surgery, Zhongshan Hospital, Fudan University, Shanghai P. R. China
| | - Jia-Hui Wang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai 200032, P. R. China
| | - Xiao-Shan Chen
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai 200032, P. R. China
| | - Wen-Tao Wang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai 200032, P. R. China; Department of Cancer Center, Zhongshan Hospital Fudan University, Shanghai, 200032, China
| | - San-Yuan Dong
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai 200032, P. R. China
| | - Wei Sun
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai 200032, P. R. China; Department of Cancer Center, Zhongshan Hospital Fudan University, Shanghai, 200032, China
| | - Sheng-Xiang Rao
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai 200032, P. R. China; Department of Cancer Center, Zhongshan Hospital Fudan University, Shanghai, 200032, China.
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15
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Lorton O, Guillemin PC, Peloso A, M’Rad Y, Crowe LA, Koessler T, Poletti PA, Boudabbous S, Ricoeur A, Salomir R. In Vivo Thermal Ablation of Deep Intrahepatic Targets Using a Super-Convergent MRgHIFU Applicator and a Pseudo-Tumor Model. Cancers (Basel) 2023; 15:3961. [PMID: 37568777 PMCID: PMC10417404 DOI: 10.3390/cancers15153961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 07/28/2023] [Accepted: 08/01/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND HIFU ablation of liver malignancies is particularly challenging due to respiratory motion, high tissue perfusion and the presence of the rib cage. Based on our previous development of a super-convergent phased-array transducer, we aimed to further investigate, in vivo, its applicability to deep intrahepatic targets. METHODS In a series of six pigs, a pseudo-tumor model was used as target, visible both on intra-operatory MRI and post-mortem gross pathology. The transcostal MRgHIFU ablation was prescribed coplanar with the pseudo-tumor, either axial or sagittal, but deliberately shifted 7 to 18 mm to the side. No specific means of protection of the ribs were implemented. Post-treatment MRI follow-up was performed at D7, followed by animal necropsy and gross pathology of the liver. RESULTS The pseudo-tumor was clearly identified on T1w MR imaging and subsequently allowed the MRgHIFU planning. The peak temperature at the focal point ranged from 58-87 °C. Gross pathology confirmed the presence of the pseudo-tumor and the well-delineated MRgHIFU ablation at the expected locations. CONCLUSIONS The specific design of the transducer enabled a reliable workflow. It demonstrated a good safety profile for in vivo transcostal MRgHIFU ablation of deep-liver targets, graded as challenging for standard surgery.
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Affiliation(s)
- Orane Lorton
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, 1211 Geneva, Switzerland
| | - Pauline Coralie Guillemin
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, 1211 Geneva, Switzerland
| | - Andrea Peloso
- Visceral Surgery Division, University Hospitals of Geneva, 1205 Geneva, Switzerland
| | - Yacine M’Rad
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, 1211 Geneva, Switzerland
| | | | - Thibaud Koessler
- Oncology Department, University Hospitals of Geneva, 1205 Geneva, Switzerland
| | | | - Sana Boudabbous
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, 1211 Geneva, Switzerland
- Radiology Division, University Hospitals of Geneva, 1205 Geneva, Switzerland
| | - Alexis Ricoeur
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, 1211 Geneva, Switzerland
- Radiology Division, University Hospitals of Geneva, 1205 Geneva, Switzerland
| | - Rares Salomir
- Image Guided Interventions Laboratory (GR-949), Faculty of Medicine, University of Geneva, 1211 Geneva, Switzerland
- Radiology Division, University Hospitals of Geneva, 1205 Geneva, Switzerland
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16
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Kaplan İ, Kepenek F, Güzel Y, Can C, Kömek H. The Role of 68Ga FAPI-04 and 18F-FDG PET/CT in Detecting Liver Metastases in Different Types of Cancer. Nuklearmedizin 2023; 62:252-259. [PMID: 37595623 DOI: 10.1055/a-2127-7699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/20/2023]
Abstract
OBJECTIVE We compared the diagnostic accuracies of 68Ga FAPI-04 PET/CT and 18F-FDG PET/CT for detecting liver metastases (LMs) in patients with different cancer types. MATERIALS AND METHODS This retrospective study included 63 patients with liver lesions who underwent 18F-FDG PET/CT and 68Ga-FAPI-04 PET/CT between May 2020 and May 2022. Patients with histopathologically confirmed primary diagnoses, data that could be accessed retrospectively, liver lesions confirmed by biopsy over at least 3-6 months of follow-up (via ultrasonography, CT, magnetic resonance imaging, PET/CT, or laboratory tests) were included. Patients with secondary malignancies or primary liver malignancies, and/or who could not be followed-up, were excluded. RESULTS Of the 63 total patients, 34 (54%) were female, and the mean age was 61 (30-92) years. There were 582 LMs in 51 patients and 35 benign liver lesions in 20 (12 patients had only benign and 8 both benign and malignant lesions). Of the 582 LMs, 472 (81.1%) evidenced 18F-FDG uptake and 572 (98.2%) 68Ga-FAPI uptake. The diagnostic accuracies of 68Ga-FAPI PET/CT and 18F-FDG PET/CT were 98% and 82%, respectively (p < 0.001; McNemar test). When the LMs were compared, the maximum standardized uptake (SUVmax) value was significantly higher on 18F-FDG PET/CT than 68Ga-FAPI PET/CT (median: 6.0 vs. 5.4; p = 0.016). However, the LM-to-background ratio (TBR) was significantly higher on 68Ga-FAPI PET/CT than 18F-FDG PET/CT (median: 4.1 vs. 2.1; p < 0.001). CONCLUSION 68Ga-FAPI PET/CT detected more LMs than did 18F-FDG PET/CT, and TBR was significantly higher on 68Ga-FAPI PET/CT than 18F-FDG PET/CT.
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Affiliation(s)
- İhsan Kaplan
- Nuclear Medicine, Diyarbakir Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
| | - Ferat Kepenek
- Nuclear Medicine, Diyarbakir Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
| | - Yunus Güzel
- Nuclear Medicine, Diyarbakir Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
| | - Canan Can
- Nuclear Medicine, Diyarbakir Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
| | - Halil Kömek
- Nuclear Medicine, Diyarbakir Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
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Schnitzer ML, von Münchhausen N, Biechele G, Runtemund J, Grawe F, Geyer T, Kaiser CG, Haag F, Rübenthaler J, Froelich MF. Cost-effectiveness analysis of MRI, CE-CT and 18F-FDG PET/CT for detecting colorectal liver metastases eligible for hepatic resection. Front Oncol 2023; 13:1161738. [PMID: 37554160 PMCID: PMC10405934 DOI: 10.3389/fonc.2023.1161738] [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: 02/09/2023] [Accepted: 07/07/2023] [Indexed: 08/10/2023] Open
Abstract
OBJECTIVES Colorectal cancer (CRC) is a serious challenge for the health system. In 2022 CRC represented 8% of cancer diagnoses in the United States. 30% of patients already show metastases at the initial tumor staging. The majority of these metastases are sited in the liver. According to their extension and the status of the tumor colorectal liver metastases can be treated in several ways, with hepatic resection being the gold-standard. Contrast-enhanced computed tomography (CE-CT), positron emission tomography/computed tomography (PET/CT) and magnetic resonance imaging (MRI) can be used for evaluation of resectability of these liver metastases. The aim of this study is to assess the most economic imaging modality for detecting liver metastases eligible for hepatic resection by analyzing their cost-effectiveness. MATERIALS AND METHODS In our study, a Markov state transition model was built to calculate the quality-adjusted life years (QALYs) and overall costs for each diagnostic strategy in accord with the stated input values obtained from scientific research. Further, probabilistic sensitivity analyses by means of Monte Carlo simulations were performed to consider possible model uncertainties. For evaluation of the cost-effectiveness on an economic threshold, the Willingness-to-pay (WTP) was set at $ 100,000. The applied values and the calculated results are based on the U.S. healthcare system. RESULTS CE-CT led to overall costs of $ 42,874.02 and 8.47 QALYs, whereas MRI led to $ 40,863.65 and 8.50 QALYs. PET/CT resulted in overall costs of $ 43,216.74 and 8.48 QALYs. Therefore, MRI was determined to be the dominant strategy in the model. According to the performed sensitivity analyses, MRI remained cost-effective over a wide range of WTPs. CONCLUSION In conclusion, according to our analysis, MRI is the dominant strategy for detecting hepatic metastases eligible for hepatic resection in colorectal cancer.
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Affiliation(s)
- Moritz L. Schnitzer
- Department of Radiology, University Hospital Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Niklas von Münchhausen
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Medical Faculty Mannheim-University of Heidelberg, Mannheim, Germany
| | - Gloria Biechele
- Department of Radiology, University Hospital Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Jasmin Runtemund
- Department of Radiology, University Hospital Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Freba Grawe
- Department of Radiology, University Hospital Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Thomas Geyer
- Department of Radiology, University Hospital Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Clemens G. Kaiser
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Medical Faculty Mannheim-University of Heidelberg, Mannheim, Germany
| | - Florian Haag
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Medical Faculty Mannheim-University of Heidelberg, Mannheim, Germany
| | - Johannes Rübenthaler
- Department of Radiology, University Hospital Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Matthias F. Froelich
- Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Medical Faculty Mannheim-University of Heidelberg, Mannheim, Germany
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Fülöp AC, Serac G, Gurzu S. Detection of Hepatic Metastasis in Colorectal Cancer: A Comparative Case Report of 18F-FDG PET-CT and Diffusion-Weighted MRI with a b Value of 1000. J Belg Soc Radiol 2023; 107:52. [PMID: 37457674 PMCID: PMC10348067 DOI: 10.5334/jbsr.3186] [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: 04/17/2023] [Accepted: 06/19/2023] [Indexed: 07/18/2023] Open
Abstract
UNLABELLED Detection of hepatic metastasis from colorectal cancer remains a clinical challenge. In this case report, we present a 66-year-old male patient with a rectal carcinoma who underwent 18F-FDG PET-CT for staging, which revealed one hepatic metastasis. Abdominal magnetic resonance imaging (MRI) with diffusion-weighted sequence with a b value of 1000 was performed, which identified a second metastasis of the liver. TEACHING POINT This case report illustrates that, in some patients, diffusion-weighted MRI with a b value of 1000 might be a more sensitive technique for detecting small hepatic metastases than 18F-FDG PET-CT.
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Affiliation(s)
- Andrei-Cristian Fülöp
- Department of Radiology and Imaging, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu Mures, Romania
| | - Gabriel Serac
- Department of Surgery, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu Mures, Romania
| | - Simona Gurzu
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Sciences and Technology, Targu Mures, Romania
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Schwartz FR, Samei E, Marin D. Exploiting the Potential of Photon-Counting CT in Abdominal Imaging. Invest Radiol 2023; 58:488-498. [PMID: 36728045 DOI: 10.1097/rli.0000000000000949] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
ABSTRACT Photon-counting computed tomography (PCCT) imaging uses a new detector technology to provide added information beyond what can already be obtained with current CT and MR technologies. This review provides an overview of PCCT of the abdomen and focuses specifically on applications that benefit the most from this new imaging technique. We describe the requirements for a successful abdominal PCCT acquisition and the challenges for clinical translation. The review highlights work done within the last year with an emphasis on new protocols that have been tested in clinical practice. Applications of PCCT include imaging of cystic lesions, sources of bleeding, and cancers. Photon-counting CT is positioned to move beyond detection of disease to better quantitative staging of disease and measurement of treatment response.
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Affiliation(s)
| | - Ehsan Samei
- Quantitative Imaging and Analysis Lab, Duke University Health System, Durham, NC
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20
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Schnitzer ML, Buchner J, Biechele G, Grawe F, Ingenerf M, von Münchhausen N, Kaiser CG, Kunz WG, Froelich MF, Schmid-Tannwald C, Rübenthaler J. Economic evaluation of 18F-FDG PET/CT, MRI and CE-CT in selection of colorectal liver metastases eligible for ablation – A cost-effectiveness analysis. Eur J Radiol 2023; 163:110803. [PMID: 37004464 DOI: 10.1016/j.ejrad.2023.110803] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 03/23/2023] [Accepted: 03/26/2023] [Indexed: 04/03/2023]
Abstract
OBJECTIVES Colorectal cancers (CRC) are among the world's most prevailing cancer entities. In a third of all cases, the patients have already developed distant metastases - mainly in the liver - at the time of detection. Colorectal liver metastases (CRLM) can be treated by surgical resection or, as is possible in most cases, by percutaneous ablation. For selecting the liver metastases eligible for radiofrequency ablation (RFA) or microwave ablation (MWA), the common imaging modalities are magnetic resonance imaging (MRI), positron emission tomography/computed tomography (PET/CT), and contrast-enhanced computed tomography (CE-CT). This study aims to evaluate those imaging modalities for selecting liver lesions eligible for ablation according to their long-term cost-effectiveness. MATERIALS AND METHODS A Markov model was applied, calculating quality-adjusted life years (QALYs) and accumulative costs for every diagnostic strategy, according to predefined input parameters obtained from published research. Further, sensitivity analyses were executed to prove the certainty of the calculations by running Monte-Carlo simulations with 30,000 reiterations. The Willingness-to-pay (WTP) is at $ 100,000. All calculations are based on the U.S. healthcare system. RESULTS CE-CT caused cumulative costs of $ 31,940.98 and 8,99 QALYs, whereas MRI caused $ 32,070.83 and 9,01 QALYs. PET/CT caused cumulative costs of $ 33,013.21 and 8,99 QALYs. CONCLUSION In conclusion, according to our analysis, MRI is the most cost-effective strategy for detecting liver metastases eligible for ablation and therefore should be seen as the gold standard.
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21
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Inchingolo R, Maino C, Cannella R, Vernuccio F, Cortese F, Dezio M, Pisani AR, Giandola T, Gatti M, Giannini V, Ippolito D, Faletti R. Radiomics in colorectal cancer patients. World J Gastroenterol 2023; 29:2888-2904. [PMID: 37274803 PMCID: PMC10237092 DOI: 10.3748/wjg.v29.i19.2888] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 04/07/2023] [Accepted: 04/25/2023] [Indexed: 05/16/2023] Open
Abstract
The main therapeutic options for colorectal cancer are surgical resection and adjuvant chemotherapy in non-metastatic disease. However, the evaluation of the overall adjuvant chemotherapy benefit in patients with a high risk of recurrence is challenging. Radiological images can represent a source of data that can be analyzed by using automated computer-based techniques, working on numerical information coded within Digital Imaging and Communications in Medicine files: This image numerical analysis has been named "radiomics". Radiomics allows the extraction of quantitative features from radiological images, mainly invisible to the naked eye, that can be further analyzed by artificial intelligence algorithms. Radiomics is expanding in oncology to either understand tumor biology or for the development of imaging biomarkers for diagnosis, staging, and prognosis, prediction of treatment response and diseases monitoring and surveillance. Several efforts have been made to develop radiomics signatures for colorectal cancer patient using computed tomography (CT) images with different aims: The preoperative prediction of lymph node metastasis, detecting BRAF and RAS gene mutations. Moreover, the use of delta-radiomics allows the analysis of variations of the radiomics parameters extracted from CT scans performed at different timepoints. Most published studies concerning radiomics and magnetic resonance imaging (MRI) mainly focused on the response of advanced tumors that underwent neoadjuvant therapy. Nodes status is the main determinant of adjuvant chemotherapy. Therefore, several radiomics model based on MRI, especially on T2-weighted images and ADC maps, for the preoperative prediction of nodes metastasis in rectal cancer has been developed. Current studies mostly focused on the applications of radiomics in positron emission tomography/CT for the prediction of survival after curative surgical resection and assessment of response following neoadjuvant chemoradiotherapy. Since colorectal liver metastases develop in about 25% of patients with colorectal carcinoma, the main diagnostic tasks of radiomics should be the detection of synchronous and metachronous lesions. Radiomics could be an additional tool in clinical setting, especially in identifying patients with high-risk disease. Nevertheless, radiomics has numerous shortcomings that make daily use extremely difficult. Further studies are needed to assess performance of radiomics in stratifying patients with high-risk disease.
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Affiliation(s)
- Riccardo Inchingolo
- Unit of Interventional Radiology, F. Miulli Hospital, Acquaviva delle Fonti 70021, Italy
| | - Cesare Maino
- Department of Radiology, Fondazione IRCCS San Gerardo dei Tintori, Monza 20900, Italy
| | - Roberto Cannella
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo 90127, Italy
| | - Federica Vernuccio
- Institute of Radiology, University Hospital of Padova, Padova 35128, Italy
| | - Francesco Cortese
- Unit of Interventional Radiology, F. Miulli Hospital, Acquaviva delle Fonti 70021, Italy
| | - Michele Dezio
- Unit of Interventional Radiology, F. Miulli Hospital, Acquaviva delle Fonti 70021, Italy
| | - Antonio Rosario Pisani
- Interdisciplinary Department of Medicine, Section of Nuclear Medicine, University of Bari “Aldo Moro”, Bari 70121, Italy
| | - Teresa Giandola
- Department of Radiology, Fondazione IRCCS San Gerardo dei Tintori, Monza 20900, Italy
| | - Marco Gatti
- Department of Surgical Sciences, University of Turin, Turin 10126, Italy
| | - Valentina Giannini
- Department of Surgical Sciences, University of Turin, Turin 10126, Italy
| | - Davide Ippolito
- Department of Radiology, Fondazione IRCCS San Gerardo dei Tintori, Monza 20900, Italy
| | - Riccardo Faletti
- Department of Surgical Sciences, University of Turin, Turin 10126, Italy
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22
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Pollard JH. Hepatobiliary Imaging. RADIOLOGY‐NUCLEAR MEDICINE DIAGNOSTIC IMAGING 2023:456-484. [DOI: 10.1002/9781119603627.ch15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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23
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Li C, Tian Y, Chen J, Jiang Y, Xue Z, Xing D, Wen B, He Y. Usefulness of [ 68Ga]FAPI-04 and [ 18F]FDG PET/CT for the detection of primary tumour and metastatic lesions in gastrointestinal carcinoma: a comparative study. Eur Radiol 2023; 33:2779-2791. [PMID: 36394603 DOI: 10.1007/s00330-022-09251-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 08/24/2022] [Accepted: 10/19/2022] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To assess and compare the diagnostic performance of gallium-68-labelled fibroblast activation protein inhibitor ([68Ga]FAPI-04) and fluorine-18 fluorodeoxyglucose ([18F]FDG) positron emission tomography/computed tomography (PET/CT) in gastrointestinal cancer. METHODS Fifty-one patients who underwent both [18F]FDG and [68Ga]FAPI-04 PET/CT for initial staging or restaging were enrolled. Histopathological findings, typical radiological appearances, and clinical imaging follow-up were used as the reference standard. The diagnostic performance of the two tracers was calculated and compared. The maximum standardised uptake value (SUVmax), mean SUV (SUVmean), tumour-to-mediastinal blood pool ratio (TBR), and tumour-to-liver ratio (TLR) of primary and metastatic lesions were measured and compared between two imaging modalities. RESULTS In patient-based analysis, [68Ga]FAPI-04 showed much better diagnostic sensitivity than [18F]FDG in detecting primary tumour (94.44% [17/18] vs. 61.11% [11/18]), postoperative recurrence and metastases (95.65% [22/23] vs. 69.57% [16/23]), and peritoneal carcinomatosis (100% [28/28] vs. 60.71% [17/28]) (all p < 0.05). In lesion-based analysis, [68Ga]FAPI-04 showed higher sensitivity than [18F]FDG for detecting lymph node metastases. In peritoneal carcinomatosis, the median SUVmax (12.12 vs. 7.18) and SUVmean (6.84 vs. 4.11) with [68Ga]FAPI-04 were significantly higher than those with [18F]FDG (all p < 0.005). The TBR and TLR of [68Ga]FAPI-04 were significantly higher than those of [18F]FDG for detecting primary tumour, lymph node, liver, and peritoneal metastases (all p < 0.005). Therapeutic management changed in 13 patients according to [68Ga]FAPI-04 PET/CT compared with conventional imaging. CONCLUSIONS [68Ga]FAPI-04 is superior to [18F]FDG PET/CT for detecting primary tumour, postoperative recurrence and metastasis, and peritoneal carcinomatosis in gastrointestinal cancer. KEY POINTS • [68Ga]FAPI-04 PET/CT showed significantly higher sensitivity than [18F]FDG PET/CT in the detection of primary tumour and postoperative recurrence and metastasis in patients with gastrointestinal carcinoma. • [68Ga]FAPI-04 PET/CT had obvious advantages over [18F]FDG PET/CT in the detection of peritoneal carcinomatosis from gastrointestinal carcinoma with a much higher FAPI uptake value, TBR, and TLR. • Although the median SUVmax and SUVmean of [68Ga]FAPI-04 were similar to those of [18F]FDG for the primary tumour, lymph node metastases, and liver metastases in gastrointestinal carcinoma, the TBR and TLR of the SUVmax and SUVmean were significantly higher on [68Ga]FAPI-04 PET/CT, causing the lesions to be displayed more clearly.
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Affiliation(s)
- Chongjiao Li
- Department of Nuclear Medicine, Zhongnan Hospital of Wuhan University, Wuhan University, No. 169 East Lake Road, Wuchang District, Wuhan, 430071, Hubei Province, China
| | - Yueli Tian
- Department of Nuclear Medicine, Zhongnan Hospital of Wuhan University, Wuhan University, No. 169 East Lake Road, Wuchang District, Wuhan, 430071, Hubei Province, China
| | - Jie Chen
- Department of Nuclear Medicine, Zhongnan Hospital of Wuhan University, Wuhan University, No. 169 East Lake Road, Wuchang District, Wuhan, 430071, Hubei Province, China
| | - Yaqun Jiang
- Department of Nuclear Medicine, Zhongnan Hospital of Wuhan University, Wuhan University, No. 169 East Lake Road, Wuchang District, Wuhan, 430071, Hubei Province, China
| | - Zejian Xue
- Department of Nuclear Medicine, Zhongnan Hospital of Wuhan University, Wuhan University, No. 169 East Lake Road, Wuchang District, Wuhan, 430071, Hubei Province, China
| | - Diankui Xing
- Department of Nuclear Medicine, Zhongnan Hospital of Wuhan University, Wuhan University, No. 169 East Lake Road, Wuchang District, Wuhan, 430071, Hubei Province, China
| | - Bing Wen
- Department of Nuclear Medicine, Zhongnan Hospital of Wuhan University, Wuhan University, No. 169 East Lake Road, Wuchang District, Wuhan, 430071, Hubei Province, China
| | - Yong He
- Department of Nuclear Medicine, Zhongnan Hospital of Wuhan University, Wuhan University, No. 169 East Lake Road, Wuchang District, Wuhan, 430071, Hubei Province, China.
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Jia X, Li X, Jia B, Yang Y, Wang Y, Liu Y, Ji T, Xie X, Yao Y, Qiu G, Deng H, Zhu Z, Chen S, Yang A, Gao R. The role of [ 99mTc]Tc-HFAPi SPECT/CT in patients with malignancies of digestive system: first clinical experience. Eur J Nucl Med Mol Imaging 2023; 50:1228-1239. [PMID: 36477400 PMCID: PMC9931852 DOI: 10.1007/s00259-022-06068-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 11/28/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Recently, PET/CT imaging with radiolabelled FAP inhibitors (FAPIs) has been widely evaluated in diverse diseases. However, rare report has been published using SPECT/CT, a more available imaging method, with [99mTc]Tc-labelled FAPI. In this study, we evaluated the potential effect of [99mTc]Tc-HFAPi in clinical analysis for digestive system tumours. METHODS This is a single-centre prospective diagnostic efficiency study (Ethic approved No.: XJTU1AF2021LSK-021 of the First Affiliated Hospital of Xi'an Jiaotong University and ChiCTR2100048093 of the Chinese Clinical Trial Register). Forty patients with suspected or confirmed digestive system tumours underwent [99mTc]Tc-HFAPi SPECT/CT between January and June 2021. For dynamic biodistribution and dosimetry estimation, whole-body planar scintigraphy was performed at 10, 30, 90, 150, and 240 min post-injection in four representative patients. Optimal acquisition time was considered in all the patients at 60-90 min post-injection, then quantified or semi-quantified using SUVmax and T/B ratio was done. The diagnostic performance of [99mTc]Tc-HFAPi was calculated and compared with those of contrast-enhanced CT (ceCT) using McNemar test, and the changes of tumour stage and oncologic management were recorded. RESULTS Physiological distribution of [99mTc]Tc-HFAPi was observed in the liver, pancreas, gallbladder, and to a lesser extent in the kidneys, spleen and thyroid. Totally, 40 patients with 115 lesions were analysed. The diagnostic sensitivity of [99mTc]Tc-HFAPi for non-operative primary lesions was similar to that of ceCT (94.29% [33/35] vs 100% [35/35], respectively; P = 0.5); in local relapse detection, [99mTc]Tc-HFAPi was successfully detected in 100% (n = 3) of patients. In the diagnosis of suspected metastatic lesions, [99mTc]Tc-HFAPi exhibited higher sensitivity (89.66% [26/29] vs 68.97% [20/29], respectively, P = 0.03) and specificity (97.9% [47/48] vs 85.4% [41/48], respectively, P = 0.03) than ceCT, especially with 100% (24/24) specificity in the diagnosis of liver metastases, resulting in 20.0% (8/40) changes in TNM stage and 15.0% (6/40) changes in oncologic management. CONCLUSION [99mTc]Tc-HFAPi demonstrates a greater diagnostic efficiency than ceCT in the detection of distant metastasis, especially in identifying liver metastases.
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Affiliation(s)
- Xi Jia
- Department of Nuclear Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Xinru Li
- Department of Nuclear Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Bing Jia
- Medical Isotopes Research Center and Department of Radiation Medicine, School of Basic Medical Sciences, Peking University, Beijing, 100191, People's Republic of China
| | - Ye Yang
- Department of Nuclear Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Yuanbo Wang
- Department of Nuclear Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Yan Liu
- Department of Nuclear Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Ting Ji
- Department of Nuclear Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Xin Xie
- Department of Nuclear Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Yu Yao
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Guanglin Qiu
- Department of General Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Huixing Deng
- Department of Nuclear Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Zhaohui Zhu
- Department of Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, People's Republic of China
| | - Si Chen
- Tianfu Technology Center, Foshan Atomical Medical Equipment Ltd.(S.C.), Foshan, 528000, People's Republic of China
| | - Aimin Yang
- Department of Nuclear Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China
| | - Rui Gao
- Department of Nuclear Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, People's Republic of China.
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Luo M, Peng S, Yang G, Lin L, Lu L, Chen J, Zhang F, Gao F. Percutaneous ablation of liver metastases from colorectal cancer: a comparison between the outcomes of ultrasound guidance and CT guidance using propensity score matching. Ultrasonography 2023; 42:54-64. [PMID: 36464955 PMCID: PMC9816698 DOI: 10.14366/usg.21212] [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: 10/12/2021] [Accepted: 08/10/2022] [Indexed: 01/13/2023] Open
Abstract
PURPOSE The aim of this study was to compare the effectiveness and outcomes of percutaneous ablation guided by ultrasonography (US) and computed tomography (CT) in colorectal liver oligometastases (CLOM). METHODS This study included patients with CLOM treated with percutaneous ablation from January 2008 to January 2021 in this observational study. Only lesions visualized on both CT and US images were further analyzed according to whether patients' initial ablation treatments utilized US guidance or CT guidance. The Kaplan-Meier method was used to estimate local tumor progression (LTP)-free survival after propensity score matching (PSM). The LTP-free survival and treatment-related outcomes were compared between these two groups. RESULTS PSM identified 116 patients from each group, with 269 and 238 lesions in the USguided and CT-guided groups, respectively. US-guided ablation had a shorter average procedure time and lower cost than CT-guided ablation (27.54±12.06 minutes vs. 32.70±13.88 minutes, P=0.003; $2,175.13±618.17 vs. $2,455.49±710.25, P=0.002). For patients >60 years of age, the cumulative LTP rate at 1 year was lower in the US-guided group than in the CT-guided group (17.8% vs. 25.1%, P=0.038). For patients with perivascular liver lesions, the cumulative LTP rate at 1 year was lower in the US-guided group (14.4% vs. 28.2%, P=0.040). CONCLUSION For patients whose age is >60 years or who have perivascular liver lesions, USguided ablation is better than CT-guided ablation, with a shorter treatment time and lower costs when both ablation methods are feasible for patients.
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Affiliation(s)
- Ma Luo
- Department of Interventional Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Sheng Peng
- Department of Interventional Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Guang Yang
- Department of Interventional Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Letao Lin
- Department of Interventional Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Ligong Lu
- Zhuhai Interventional Medical Center, Zhuhai Precision Medical Center, Zhuhai People's Hospital, Zhuhai Hospital Affiliated with Jinan University, Zhuhai, China
| | - Jiawen Chen
- Department of Interventional Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Fujun Zhang
- Department of Interventional Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Fei Gao
- Department of Interventional Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China,Correspondence to: Fei Gao, MD, Department of Interventional Radiology, Sun Yatsen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng East Road, Guangzhou, Guangdong 510060, China Tel. +86-20-87343907 Fax. +86-20-87343392 E-mail:
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Rammaert B, Maunoury C, Rabeony T, Correas JM, Elie C, Alfandari S, Berger P, Rubio MT, Braun T, Bakouboula P, Candon S, Montravers F, Lortholary O. Does 18F-FDG PET/CT add value to conventional imaging in clinical assessment of chronic disseminated candidiasis? Front Med (Lausanne) 2022; 9:1026067. [PMID: 36606049 PMCID: PMC9807873 DOI: 10.3389/fmed.2022.1026067] [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: 08/23/2022] [Accepted: 11/28/2022] [Indexed: 12/24/2022] Open
Abstract
Background Chronic disseminated candidiasis (CDC) classically occurs after profound and prolonged neutropenia. The aim of the CANHPARI study was to assess the clinical value of adding 18F-fluorodeoxyglucose PET/CT to conventional radiology for initial and subsequent evaluations of CDC. Materials and methods A pilot prospective study was conducted in 23 French onco-hematological centers from 2013 to 2017 (NCT01916057). Patients ≥ 18 y.o. suspected for CDC on abdominal conventional imaging (CT or MRI) were included. PET/CT and conventional imaging were performed at baseline and month 3 (M3). Follow-up was assessed until M12. The primary outcome measure was the global response at M3, i.e., apyrexia and complete response to PET/CT. The secondary outcome measure consists in comparison between responses to PET/CT and conventional imaging at diagnosis and M3. Results Among 52 included patients, 44 were evaluable (20 probable and 24 possible CDC); 86% had acute leukemia, 55% were male (median age 47 years). At diagnosis, 34% had fever and conventional imaging was always abnormal with microabscesses on liver and spleen in 66%, liver in 25%, spleen in 9%. Baseline PET/CT showed metabolic uptake on liver and/or spleen in 84% but did not match with lesion localizations on conventional imaging in 32%. M3 PET/CT showed no metabolic uptake in 13 (34%) patients, 11 still having pathological conventional imaging. Global response at M3 was observed in eight patients. Conclusion Baseline PET/CT does not replace conventional imaging for initial staging of CDC lesions but should be performed after 3 months of antifungal therapy. Clinical trial registration [www.clinicaltrials.gov], identifier [NCT01916057].
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Affiliation(s)
- Blandine Rammaert
- Université de Paris Cité, APHP, Service des Maladies Infectieuses et Tropicales, Hôpital Necker-Enfants Malades, Centre d’Infectiologie Necker-Pasteur, Institut Imagine, Paris, France,*Correspondence: Blandine Rammaert,
| | - Christophe Maunoury
- Université de Paris, APHP, Hôpital Européen Georges Pompidou, Service de Médecine Nucléaire, Paris, France
| | | | - Jean-Michel Correas
- Université de Paris Cité, APHP, Service de Radiologie Adulte, Hôpital Necker-Enfants Malades, Paris, France
| | | | - Serge Alfandari
- Centre Hospitalier Tourcoing, Service de Réanimation et Maladies Infectieuses, Tourcoing, France
| | - Pierre Berger
- Institut Paoli-Calmettes, Infectiologie Transversale, Marseille, France
| | | | - Thorsten Braun
- Université de Paris Nord, APHP, Hôpital Avicenne, Service d’Hématologie, Bobigny, France
| | | | - Sophie Candon
- Université de Rouen Normandie, INSERM U1234, CHU de Rouen Normandie, Rouen, France
| | - Françoise Montravers
- Sorbonne Université, APHP, Service de Médecine Nucléaire, Hôpital Tenon, Paris, France
| | - Olivier Lortholary
- Université de Paris Cité, APHP, Service des Maladies Infectieuses et Tropicales, Hôpital Necker-Enfants Malades, Centre d’Infectiologie Necker-Pasteur, Institut Imagine, Paris, France,Institut Pasteur, CNRS, Unité de Mycologie Moléculaire, Centre National de Référence Mycoses Invasives et Antifongiques, UMR 2000, Paris, France
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Yang X, Bi X, Liu F, Huang J, Zhang Z. Predictive Efficacy of Circulating Tumor Cells in First Drainage Vein Blood from Patients with Colorectal Cancer liver Metastasis. Cancer Invest 2022; 40:767-776. [PMID: 35797354 DOI: 10.1080/07357907.2022.2098970] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Circulating tumor cells (CTCs) are associated with metastasis. However, the low rate of detection of CTCs in peripheral vein blood (PVB) limits their clinical application. In this study, we observed higher positive rates of CTC in first drainage vein blood (FDVB) relative to peripheral venous blood (P < 0.001). Moreover, the CTC content was related to liver metastasis, T stage and CA19-9 levels. Our collective data suggest that CTCs in FDVB have good predictive utility for risk of liver metastasis of colorectal cancer (CRC), in particular, metachronous liver metastasis.
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Affiliation(s)
- Xiaoyu Yang
- Cancer Hospital of China Medical University, Liaoning Cancer Hospital &Institute, Shenyang, China
| | - Xue Bi
- Cancer Hospital of China Medical University, Liaoning Cancer Hospital &Institute, Shenyang, China
| | - Fang Liu
- Cancer Hospital of China Medical University, Liaoning Cancer Hospital &Institute, Shenyang, China
| | - Jiafei Huang
- Cancer Hospital of China Medical University, Liaoning Cancer Hospital &Institute, Shenyang, China
| | - Zhongguo Zhang
- Cancer Hospital of China Medical University, Liaoning Cancer Hospital &Institute, Shenyang, China
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Borrego Gómez J, Romera N, Tellado J, del Campo L, Díaz Formoso J, Fuster M, Vivas I, Ramón Botella E, Menéndez de Llano Ortega R. Recomendaciones de expertos sobre el uso de ácido gadoxético en pacientes con metástasis hepáticas en España. RADIOLOGIA 2022. [DOI: 10.1016/j.rx.2021.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Borrego Gómez J, Romera N, Tellado J, del Campo L, Díaz Formoso J, Fuster M, Vivas I, Ramón Botella E, Menéndez de Llano Ortega R. Expert recommendations about the use of gadoxetic acid in patients with liver metastases in Spain. RADIOLOGIA 2022; 64:300-309. [DOI: 10.1016/j.rxeng.2021.09.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 09/03/2021] [Indexed: 10/15/2022]
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Lan L, Zhang S, Xu T, Liu H, Wang W, Feng Y, Wang L, Chen Y, Qiu L. Prospective Comparison of 68Ga-FAPI versus 18F-FDG PET/CT for Tumor Staging in Biliary Tract Cancers. Radiology 2022; 304:648-657. [PMID: 35579524 DOI: 10.1148/radiol.213118] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background Gallium 68-labeled fibroblast-activation protein inhibitor (68Ga-FAPI), an imaging agent for detecting tumors, represents a promising alternative to fluorine 18 fluorodeoxyglucose (18F-FDG). Purpose To compare the potential efficacy of 68Ga-FAPI PET/CT with that of 18F-FDG PET/CT for detecting primary tumor and nodal and distant metastases in biliary tract cancer (BTC) and to explore the impact (tumor staging) of 68Ga-FAPI compared with 18F-FDG on clinical management of BTC. Materials and Methods This single-center prospective clinical study was performed at the Affiliated Hospital of Southwest Medical University between June 2020 and June 2021. Participants with BTC underwent both 68Ga-FAPI and 18F-FDG PET/CT. Histopathologic examination, morphologic imaging, and/or follow-up imaging served as the reference standard. The maximum standardized uptake value (SUVmax) of the primary tumor and nodal and distant metastases between 18F-FDG and 68Ga-FAPI PET/CT were compared using the paired-sample t test. Results Eighteen participants with primary or recurrent BTC were evaluated (mean age, 61 years ± 10 [SD]). The sensitivity of 68Ga-FAPI PET/CT was higher than that of 18F-FDG PET/CT for detecting primary tumors (16 of 16 [100%] vs 13 of 16 [81%]), nodal metastases (41 of 42 [98%] vs 35 of 42 [83%]), and distant metastases (99 of 99 [100%] vs 78 of 99 [79%]). 68Ga-FAPI PET/CT resulted in new oncologic findings in 10 of 18 participants and upgraded tumor staging or restaging in five of 18 participants compared with 18F-FDG PET/CT. 68Ga-FAPI PET/CT demonstrated higher sensitivity than 18F-FDG PET/CT in inflammatory processes secondary to tumor-related obstruction (seven of eight [88%] vs one of eight [13%]). 68Ga-FAPI showed lower average SUVmax in inflammatory processes than in oncologic lesions (4.9 ± 2.6 vs 10.0 ± 4.6, respectively; P = .003). Conclusion Gallium 68-labeled fibroblast-activation protein inhibitor PET/CT for tumor staging showed potential for more accurate staging of biliary tract cancer, thereby improving treatment decision making. Clinical trial registration no. ChiCTR2100044131 © RSNA, 2022 Online supplemental material is available for this article. See also the editorial by Choyke in this issue.
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Affiliation(s)
- Lianjun Lan
- From the Departments of Radiology (L.L.) and Nuclear Medicine (S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.), The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou 646000, People's Republic of China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.); and Academician (Expert) Workstation of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.)
| | - Shumao Zhang
- From the Departments of Radiology (L.L.) and Nuclear Medicine (S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.), The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou 646000, People's Republic of China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.); and Academician (Expert) Workstation of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.)
| | - Tingting Xu
- From the Departments of Radiology (L.L.) and Nuclear Medicine (S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.), The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou 646000, People's Republic of China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.); and Academician (Expert) Workstation of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.)
| | - Huipan Liu
- From the Departments of Radiology (L.L.) and Nuclear Medicine (S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.), The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou 646000, People's Republic of China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.); and Academician (Expert) Workstation of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.)
| | - Wei Wang
- From the Departments of Radiology (L.L.) and Nuclear Medicine (S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.), The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou 646000, People's Republic of China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.); and Academician (Expert) Workstation of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.)
| | - Yue Feng
- From the Departments of Radiology (L.L.) and Nuclear Medicine (S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.), The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou 646000, People's Republic of China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.); and Academician (Expert) Workstation of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.)
| | - Li Wang
- From the Departments of Radiology (L.L.) and Nuclear Medicine (S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.), The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou 646000, People's Republic of China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.); and Academician (Expert) Workstation of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.)
| | - Yue Chen
- From the Departments of Radiology (L.L.) and Nuclear Medicine (S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.), The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou 646000, People's Republic of China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.); and Academician (Expert) Workstation of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.)
| | - Lin Qiu
- From the Departments of Radiology (L.L.) and Nuclear Medicine (S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.), The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou 646000, People's Republic of China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.); and Academician (Expert) Workstation of Sichuan Province, Luzhou, People's Republic of China (L.L., S.Z., T.X., H.L., W.W., Y.F., L.W., Y.C., L.Q.)
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Chen JY, Dai HY, Li CY, Jin Y, Zhu LL, Zhang TF, Zhang YX, Mai WH. Improved sensitivity and positive predictive value of contrast-enhanced intraoperative ultrasound in colorectal cancer liver metastasis: a systematic review and meta-analysis. J Gastrointest Oncol 2022; 13:221-230. [PMID: 35284117 PMCID: PMC8899757 DOI: 10.21037/jgo-21-881] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 01/07/2022] [Indexed: 07/02/2024] Open
Abstract
BACKGROUND Surgery is an effective treatment for improving the survival rate of patients with colorectal cancer liver metastases (CRLM). However, accurately determining the resection margin of liver lesions during surgery remains challenging. Therefore, this study aimed to evaluate the sensitivity and predictive value of intraoperative contrast-enhanced ultrasound (CE-IOUS) in CRLM patients undergoing surgery. METHODS We performed a literature search of the PubMed, Cochrane Central Register of Controlled Trials, Embase, Web of Science, China National Knowledge Infrastructure (CNKI), Wanfang, and Weipu databases using the following search terms: metastatic liver cancer, colorectal cancer, sensitivity, contrast-enhanced intraoperative ultrasound, CE-IOUS, colorectal liver metastases, and CRLM. The search period was set from the date of establishment of the database to September 2021. Quality assessment of diagnostic accuracy studies 2 (QUADAS-2) recommended by the Cochrane Collaboration was used to assess the methodological quality of the included studies, and network meta-analysis was performed using Stata 15.0 software. RESULTS A total of 10 articles met the inclusion criteria. The meta-analysis results showed that the overall sensitivity and specificity of CE-IOUS were 0.96 [95% confidence interval (CI), 0.95-0.97] and 0.75 (95% CI, 0.70-0.80), respectively. The overall sensitivity and specificity of IOUS were 0.84 (95% CI, 0.82-0.86) and 0.82 (95% CI, 0.77-0.87), respectively. The area under the summary receiving operating characteristic (SROC) curves (AUCs) of CE-IOUS and IOUS were 0.9753 and 0.8590, respectively. The odds ratio (OR) and 95% CI of CE-IOUS changed the surgical margin were 0.205 and 0.071-0.465, P=0.000, the difference was statistically significant. DISCUSSION Based on the results of this meta-analysis, CE-IOUS improved the sensitivity and predictive value of CRLM detection compared with IOUS, and is more suitable for intraoperative planning of surgical margins. At present, it is the most sensitive imaging method available, and is recommended for use during liver resection to provide doctors with more reliable information during surgery.
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Affiliation(s)
- Jun-Yao Chen
- Department of Ultrasonography, Hainan Cancer Hospital, Haikou, China
| | - Hui-Yong Dai
- Department of Ultrasonic Diagnosis, The 928 Hospital of PLA, Haikou, China
| | - Cai-Yang Li
- Department of Ultrasonography, Hainan Cancer Hospital, Haikou, China
| | - Ying Jin
- Department of Ultrasonography, Hainan Cancer Hospital, Haikou, China
| | - Ling-Ling Zhu
- Department of Ultrasonic Diagnosis, The 928 Hospital of PLA, Haikou, China
| | - Tian-Fei Zhang
- Department of Ultrasonic Diagnosis, The 928 Hospital of PLA, Haikou, China
| | - Yan-Xia Zhang
- Department of Ultrasonic Diagnosis, The 928 Hospital of PLA, Haikou, China
| | - Wen-Hao Mai
- Department of Anorectal Diseases, Central South University Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, China
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Yamada S, Kishi Y, Miyake M, Nara S, Esaki M, Shimada K. Characteristics of false-positive lesions in evaluating colorectal liver metastases on gadoxetic acid-enhanced magnetic resonance imaging. Surg Today 2022; 52:1178-1184. [PMID: 35043218 DOI: 10.1007/s00595-022-02451-5] [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: 08/27/2021] [Accepted: 11/17/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE Gadoxetic acid-enhanced MRI (Gd-EOB-MRI) shows higher sensitivity for colorectal liver metastases (CRLM) than contrast-enhanced computed tomography (CECT). However, the details of false-positive lesions for each imaging modality are unknown. METHODS Cases undergoing hepatectomy for CRLM following a preoperative evaluation with both CECT and Gd-EOB-MRI between July 2008 and December 2016 were reviewed. The false-positive and false-negative rates were assessed for each modality, and the characteristics of false-positive lesions were evaluated. RESULTS We evaluated 275 partial hepatectomies in 242 patients without preoperative chemotherapy. Among the 275 hepatectomies, 546 lesions were recognized by CECT and/or Gd-EOB-MRI. The false-positive rates for CECT and Gd-EOB-MRI were 4% (18/422) and 7% (37/536), respectively. The size of false-positive lesions was significantly smaller than that of correctly diagnosed lesions (median: 28 mm [3-120 mm] vs 7.6 mm [320 mm], P < 0.001). Compared with the 233 correctly diagnosed lesions ≤ 20 mm in diameter, false-positive lesions were more frequently located near the liver surface or vasculobiliary structures than true lesions (33/37 [89%] vs 149/233 [64%], respectively; P = 0.0021). CONCLUSION Gd-EOB-MRI had a 7% false-positive rate. A small size and tumor location near the surface or near vasculobiliary structures were associated with false positivity.
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Affiliation(s)
- Shuhei Yamada
- Division of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Yoji Kishi
- Division of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan. .,Division of Surgery, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan.
| | - Mototaka Miyake
- Division of Diagnostic Radiology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Satoshi Nara
- Division of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Minoru Esaki
- Division of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Kazuaki Shimada
- Division of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
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Li WH, Wang S, Liu Y, Wang XF, Wang YF, Chai RM. Differentiation of histopathological growth patterns of colorectal liver metastases by MRI features. Quant Imaging Med Surg 2022; 12:608-617. [PMID: 34993105 DOI: 10.21037/qims-21-143] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 05/06/2021] [Indexed: 01/16/2023]
Abstract
Background It is necessary to develop an accurate non-invasive method to determine the histopathological growth pattern (HGP) of colorectal liver metastasis (CRLM) before surgery. The present study aimed to identify various HGPs of CRLM by magnetic resonance imaging (MRI) features. Methods This retrospective study included 53 chemo-naïve patients with CRLM between December 2013 and September 2019. The HGPs of CRLM were assessed according to the international consensus guidelines, and were classified as either replacement HGP (rHGP) or non-rHGP. The MRI features of CRLM were retrospectively reviewed in consensus by two radiologists. The differences of MRI features between rHGP and non-rHGP tumors were compared by using Chi-square test and Student's t-test. The Spearman or Pearson correlation analysis was performed to determine the correlation between different MRI features. A receiver operating characteristic (ROC) curve was plotted to evaluate the diagnostic ability. Results Of the 53 chemo-naïve patients (mean age, 60.11±9.85 years; age range, 38-86 years), 12 were diagnosed as rHGP, while 41 were diagnosed as non-rHGP. Rim enhancement were more common in rHGP than in non-rHGP (P<0.001). Besides, the diameter difference (ΔD) between the precontrast and postcontrast images of rHGP was significantly larger than that of the non-rHGP (P=0.001). The rim width was correlated with ΔD, but not correlated with tumor size. The non-rHGP colorectal liver metastases were prone to be washed out in the delayed phases (P=0.043). The area under the curve (AUC) for the differentiation of rHGP and non-rHGP by using rim enhancement and ΔD was 0.828 (95% CI: 0.708-0.949). Conclusions The MRI features of CRLM are characteristic and could help to differentiate rHGP and non-rHGP.
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Affiliation(s)
- Wen-Hui Li
- Department of Gastrointestinal Onco-Pathology, First Hospital of China Medical University, Shenyang, China
| | - Shuai Wang
- Department of Radiology, First Hospital of China Medical University, Shenyang, China
| | - Yi Liu
- Department of Radiology, First Hospital of China Medical University, Shenyang, China
| | - Xin-Fang Wang
- Department of Surgical Oncology, First Hospital of China Medical University, Shenyang, China
| | - Yong-Feng Wang
- Department of Radiology, First Hospital of China Medical University, Shenyang, China
| | - Rui-Mei Chai
- Department of Radiology, First Hospital of China Medical University, Shenyang, China
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Boktor RR, Lee ST, Scott AM. PET/CT imaging in colorectal carcinoma. Nucl Med Mol Imaging 2022. [DOI: 10.1016/b978-0-12-822960-6.00033-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Herman P, Fonseca GM, Coelho FF, Kruger JAP, Makdissi FF, Jeismann VB, Carrilho FJ, D'Albuquerque LAC, Nahas SC. Two decades of liver resection with a multidisciplinary approach in a single institution: What has changed? Analysis of 1409 cases. Clinics (Sao Paulo) 2022; 77:100088. [PMID: 35901605 PMCID: PMC9326330 DOI: 10.1016/j.clinsp.2022.100088] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 03/19/2022] [Indexed: 02/08/2023] Open
Abstract
OBJECTIVES To evaluate results of patients undergoing liver resection in a single center over the past two decades with a particular look at Colorectal Liver Metastasis (CRLM) and Hepatocellular Carcinoma (HCC). METHOD Patients were divided into two eras, from 2000 to 2010 (Era 1) and 2011 to 2020 (Era 2). The most frequent diagnosis was CRLM and HCC, with 738 (52.4%) and 227 (16.1%) cases respectively. An evaluation of all liver resection cases and a subgroup analysis of both CRLM and HCC were performed. Preoperative and per operative variables and long-term outcomes were evaluated. RESULTS 1409 liver resections were performed. In Era 2 the authors observed higher BMI, more: minimally invasive surgeries, Pringle maneuvers, and minor liver resections; and less transfusion, less ICU necessity, and shorter length of hospital stay. Severe complications were observed in 14.7% of patients, and 90-day mortality was 4.2%. Morbidity and mortality between eras were not different. From 738 CRLM resections, in Era 2 there were significantly more patients submitted to neoadjuvant chemotherapy, bilateral metastases, and smaller sizes with significantly less transfusion, the necessity of ICU, and shorter length of hospital stay. More pedicle clamping, minimally invasive surgeries, and minor resections were also observed. From 227 HCC resections, in Era 2 significantly more minimally invasive surgeries, fewer transfusions, less necessity of ICU, and shorter length of hospital stay were observed. OS was not different between eras for CRLM and HCC. CONCLUSIONS Surgical resection in a multidisciplinary environment remains the cornerstone for the curative treatment of primary and metastatic liver tumors.
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Affiliation(s)
- Paulo Herman
- Serviço de Cirurgia do Fígado, Departamento de Gastroenterologia, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil.
| | - Gilton Marques Fonseca
- Serviço de Cirurgia do Fígado, Departamento de Gastroenterologia, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Fabricio Ferreira Coelho
- Serviço de Cirurgia do Fígado, Departamento de Gastroenterologia, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Jaime Arthur Pirola Kruger
- Serviço de Cirurgia do Fígado, Departamento de Gastroenterologia, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Fabio Ferrari Makdissi
- Serviço de Cirurgia do Fígado, Departamento de Gastroenterologia, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Vagner Birk Jeismann
- Serviço de Cirurgia do Fígado, Departamento de Gastroenterologia, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Flair José Carrilho
- Serviço de Cirurgia do Fígado, Departamento de Gastroenterologia, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Luiz Augusto Carneiro D'Albuquerque
- Serviço de Cirurgia do Fígado, Departamento de Gastroenterologia, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Sergio Carlos Nahas
- Serviço de Cirurgia do Fígado, Departamento de Gastroenterologia, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
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Eigeliene N, Saarenheimo J, Wichmann V, Österlund P, Jekunen A. Metastatic Rectal Carcinoma with Long-Term Remission due to Modern Multimodality Treatment. Case Rep Oncol 2021; 14:1475-1482. [PMID: 34899239 PMCID: PMC8613627 DOI: 10.1159/000519044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 08/14/2021] [Indexed: 12/24/2022] Open
Abstract
In the era of personalized medicine, systemic treatment with chemotherapy in combination with targeted drugs, tailored according to RAS and BRAF status, has improved the survival of patients with metastatic colorectal cancer (mCRC), but curative resection of metastases provides the only chance of cure. Here, we present a 40-year-old male with rectal adenocarcinoma and multiple bilateral synchronous liver metastases who has achieved long-term remission with multimodal treatment without resection of all metastatic lesions. This case emphasizes the need of repeated multidisciplinary team assessments and change of treatment intent if extraordinary responses are seen. The initial therapy consisted of short-course radiotherapy and surgery of the primary tumor followed by oxaliplatin-based combination chemotherapy and panitumumab with disease control intent. A complete radiologic response in >20 liver metastases in segments II–VIII was obtained. A biopsy-verified relapse of 3 liver metastases occurred at 9 months of treatment pause. Subsequently, major liver resection of 8 lesions was performed (4 with adenocarcinoma and 4 with cicatrix showing the challenge of disappearing lesions), followed by 6 months of adjuvant-like therapy. No relapse in MRI, PET, or CT has been noted since liver resection 6 years ago. Comprehensive genomic profiling of the primary tumor and liver metastases had similar driver mutations representing a low level of gene alteration and low diversity, possibly explaining the exceptional treatment response.
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Affiliation(s)
- Natalja Eigeliene
- Department of Oncology, Vaasa Central Hospital, Vaasa, Finland.,University of Turku, Department of Oncology and Radiotherapy, Turku, Finland
| | - Jatta Saarenheimo
- Department of Oncology, Vaasa Central Hospital, Vaasa, Finland.,Department of Pathology, Vaasa Central Hospital, Vaasa, Finland
| | - Viktor Wichmann
- Department of Oncology, Vaasa Central Hospital, Vaasa, Finland.,University of Turku, Department of Oncology and Radiotherapy, Turku, Finland
| | - Pia Österlund
- Department of Oncology, Tampere University Hospital and University of Tampere, Tampere, Finland.,Department of Oncology & Pathology, Karolinska Institutet and Karolinska Comprehensive, Cancer Centre, Stockholm, Sweden
| | - Antti Jekunen
- Department of Oncology, Vaasa Central Hospital, Vaasa, Finland.,University of Turku, Department of Oncology and Radiotherapy, Turku, Finland
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Lan L, Liu H, Wang Y, Deng J, Peng D, Feng Y, Wang L, Chen Y, Qiu L. The potential utility of [ 68 Ga]Ga-DOTA-FAPI-04 as a novel broad-spectrum oncological and non-oncological imaging agent-comparison with [ 18F]FDG. Eur J Nucl Med Mol Imaging 2021; 49:963-979. [PMID: 34410435 DOI: 10.1007/s00259-021-05522-w] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Accepted: 08/02/2021] [Indexed: 12/18/2022]
Abstract
PURPOSE This study aimed to compare the detection performance of [68 Ga]Ga-DOTA-FAPI-04 and [18F]FDG PET/CT in the patients with various oncological and non-oncological lesions. METHODS A total of 123 patients underwent contemporaneous [68 Ga]Ga-DOTA-FAPI-04 and [18F]FDG PET/CT were included in this prospective study. The maximum standard uptake value (SUVmax) was measured to compare oncological and non-oncological lesion uptake. The sensitivity, specificity, predictive values, and accuracy of [18F]FDG and [68 Ga]Ga-DOTA-FAPI-04 PET/CT for detecting primary, metastatic, and non-oncological lesions were calculated and compared to evaluate the detection efficacy. RESULTS The study subjects consisted of 123 patients (69 men and 54 women; mean age 56.11 ± 11.94 years). Among the 102 patients with either newly diagnosed (82 patients) or previously treated solid tumor (20 patients), a total of 88 solid primary malignant tumors in 84/102 patients were detected. Two patients had two primary tumors each and 1 patient had three primary tumors. Among them, 58/102 and 43/102 patients had nodal (376 lesions) and distant metastases (406 lesions), respectively. Eight patients had hematological neoplasm. No malignant oncological diseases were detected in the remaining 13 patients. A total of 145 non-oncological lesions and benign tumors in 52/123 patients were detected incidentally. [68 Ga]Ga-DOTA-FAPI-04 PET/CT demonstrated a significantly higher uptake and detection rate for the primary (SUVmax 10.98 ± 5.83 vs. 8.36 ± 6.43, p < 0.001; sensitivity 97.67 vs. 84.89%; and accuracy 96.59 vs. 82.95%, X2 = 0.538, p = 0.021), nodal (SUVmax 10.50 ± 5.98 vs. 8.20 ± 6.29, p = 0.011; sensitivity 97.59 vs. 84.72%; and accuracy 97.34 vs. 84.31%, X2 = 2.067, p < 0.001), and distant metastatic lesions (SUVmax 9.64 ± 6.45 vs. 6.74 ± 4.83; p < 0.001; sensitivity 98.01 vs. 65.59%; and accuracy 97.04 vs. 65.51%, X2 = 4.897, p < 0.001) of solid tumor than did [18F]FDG PET/CT. [68 Ga]Ga-DOTA-FAPI-04 PET/CT demonstrated a lower activity (SUVmax: 6.84 ± 4.67 vs. 13.09 ± 7.29, p < 0.001) and detection rate (sensitivity 50.65 vs. 96.75%, and accuracy 51.28 vs. 95.51%, X2 = 5.166, p < 0.001) for multiple myeloma and lymphoma compared to [18F]FDG PET/CT. [68 Ga]Ga-DOTA-FAPI-04 and [18F]FDG PET/CT PET/CT demonstrated a comparative activity (SUVmax 6.40 ± 3.95 vs. 5.74 ± 15.78, p = 0.729) and detection efficacy (sensitivity 86.52 vs. 72.34%, and accuracy 84.83 vs. 72.41%, X2 = 9.460, p = 0.007) for non-oncological lesion and benign tumor detection. CONCLUSIONS Except for myeloma and lymphoma, [68 Ga]Ga-DOTA-FAPI-04 PET/CT showed a superior detection efficacy for detecting various primary and metastatic lesions than [18F]FDG PET/CT. A comparative detection utility for non-oncological lesion was obtained with both tracers. [68 Ga]Ga-DOTA-FAPI-04 could be used as a broad-spectrum tumor and inflammatory imaging agent in the clinical especially for various solid tumors and non-oncological lesions.
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Affiliation(s)
- Lianjun Lan
- Department of Radiology, The Affiliated Hospital of Southwest Medical University, No 25. Taiping St, Jiangyang District, Luzhou, 646000, Sichuan, People's Republic of China
| | - Hanxiang Liu
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou, 646000, Sichuan, People's Republic of China.,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China.,Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China
| | - Yingwei Wang
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou, 646000, Sichuan, People's Republic of China.,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China.,Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China
| | - Jia Deng
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou, 646000, Sichuan, People's Republic of China.,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China.,Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China
| | - Dengsai Peng
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou, 646000, Sichuan, People's Republic of China.,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China.,Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China
| | - Yue Feng
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou, 646000, Sichuan, People's Republic of China.,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China.,Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China
| | - Li Wang
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou, 646000, Sichuan, People's Republic of China.,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China.,Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China
| | - Yue Chen
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou, 646000, Sichuan, People's Republic of China. .,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China. .,Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China.
| | - Lin Qiu
- Department of Nuclear Medicine, The Affiliated Hospital of Southwest Medical University, No. 25 Taiping St, Jiangyang District, Luzhou, 646000, Sichuan, People's Republic of China. .,Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China. .,Academician (Expert) Workstation of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China.
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Kvietkauskas M, Zitkute V, Leber B, Strupas K, Stiegler P, Schemmer P. Dietary Melatonin and Glycine Decrease Tumor Growth through Antiangiogenic Activity in Experimental Colorectal Liver Metastasis. Nutrients 2021; 13:2035. [PMID: 34199311 PMCID: PMC8231877 DOI: 10.3390/nu13062035] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 06/07/2021] [Accepted: 06/09/2021] [Indexed: 02/07/2023] Open
Abstract
Despite multimodal treatment strategies, clinical outcomes of advanced stage colorectal cancer (CRC) patients remain poor. Neoadjuvant/adjuvant chemotherapy efficacy is limited due to chemoresistance, toxicity, and negative side effects. Since both melatonin and glycine have anti-cancer activities without relevant side effects, this study was designed to investigate their combined effects in experimental CRC liver metastases. CRC metastasis with CC531 cells were induced in male Wistar rats. Melatonin and glycine alone or their combination were supplemented for 14 days (n = 100). Blood parameters, a micro-computed tomography scan (tumor volume over time), and immunohistochemistry for Ki67 and CD31 expression in tumor tissue were compared between groups. Melatonin and glycine alone significantly reduced the tumor volume by 63.2% (p = 0.002) and 43% (p = 0.044) over time, respectively, while tumor volume increased by 8.7% in the controls. Moreover, treatment with melatonin and glycine alone reduced the tumor proliferation index. Most interestingly, the combination therapy did not have any influence on the above-mentioned tumor parameters. The leukocyte count was significantly increased with melatonin at the end of the experiment (p = 0.012) which was due to a high lymphocytes count. Tumor microvascular density was significantly reduced in all treatment groups. The results of this study suggest an inhibitory function for melatonin and glycine alone in the case of CRC liver metastasis growth by acting as natural antiangiogenic molecules, followed by angiogenesis-dependent cancer proliferation and immunomodulation.
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Affiliation(s)
- Mindaugas Kvietkauskas
- General, Visceral and Transplant Surgery, Department of Surgery, Medical University of Graz, Auenbruggerplatz 2, 8036 Graz, Austria; (M.K.); (V.Z.); (B.L.); (P.S.)
- Faculty of Medicine, Vilnius University, Ciurlionio 21, 03101 Vilnius, Lithuania;
| | - Viktorija Zitkute
- General, Visceral and Transplant Surgery, Department of Surgery, Medical University of Graz, Auenbruggerplatz 2, 8036 Graz, Austria; (M.K.); (V.Z.); (B.L.); (P.S.)
- Faculty of Medicine, Vilnius University, Ciurlionio 21, 03101 Vilnius, Lithuania;
| | - Bettina Leber
- General, Visceral and Transplant Surgery, Department of Surgery, Medical University of Graz, Auenbruggerplatz 2, 8036 Graz, Austria; (M.K.); (V.Z.); (B.L.); (P.S.)
| | - Kestutis Strupas
- Faculty of Medicine, Vilnius University, Ciurlionio 21, 03101 Vilnius, Lithuania;
| | - Philipp Stiegler
- General, Visceral and Transplant Surgery, Department of Surgery, Medical University of Graz, Auenbruggerplatz 2, 8036 Graz, Austria; (M.K.); (V.Z.); (B.L.); (P.S.)
| | - Peter Schemmer
- General, Visceral and Transplant Surgery, Department of Surgery, Medical University of Graz, Auenbruggerplatz 2, 8036 Graz, Austria; (M.K.); (V.Z.); (B.L.); (P.S.)
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Kömek H, Can C, Güzel Y, Oruç Z, Gündoğan C, Yildirim ÖA, Kaplan İ, Erdur E, Yıldırım MS, Çakabay B. 68Ga-FAPI-04 PET/CT, a new step in breast cancer imaging: a comparative pilot study with the 18F-FDG PET/CT. Ann Nucl Med 2021; 35:744-752. [PMID: 33934311 DOI: 10.1007/s12149-021-01616-5] [Citation(s) in RCA: 91] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 04/11/2021] [Indexed: 12/24/2022]
Abstract
AIM We aimed to compare the roles of 68Ga-FAPI-04 PET/CT and 18F-FDG PET/CT in the evaluation of primary tumor and metastases in primary and recurrent breast cancer. MATERIALS AND METHOD Twenty female patients with histopathologically confirmed primary and recurrent breast cancer were included in the prospective study. All patients underwent FDG and FAPI PET/CT imaging in the same week. The number of primary and metastatic lesions, SUVmax values, and tumor-to-background ratios (TBR) were recorded from both scans. Data obtained were statistically compared. RESULTS FAPI PET/CT was superior to FDG in detecting breast lesions, as well as hepatic, bone, lymph node, and cerebral metastases in terms of patient- and lesion-based assessments. The sensitivity and specificity of FAPI in detecting primary breast lesions were 100% and 95.6%, respectively, while the sensitivity and specificity of FDG were 78.2% and 100%, respectively. The SUVmax values of primary breast tumors, lymph nodes, lung metastases, and bone metastases were significantly higher on FAPI imaging than FDG imaging (p < 0.05). However, SUVmax values of hepatic metastases did not exhibit a statistically significant difference between two imaging techniques (p > 0.05). Also, FAPI imaging yielded significantly higher TBR in breast lesions as well as hepatic, bone, brain and lung metastases compared to FDG (p < 0.05). CONCLUSION 68 Ga-FAPI-04 PET/CT is superior to 18F-FDG PET/CT in detecting the primary tumor in patients with breast cancer with its high sensitivity, high SUVmax, and high TBR. 68 Ga-FAPI-04 PET/CT is also superior to 18F-FDG PET/CT in detecting lymph node, hepatic, bone, and cerebral metastases because it has lower background activity and higher uptake in subcentimetric lesions.
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Affiliation(s)
- Halil Kömek
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital, 21070, Kayapınar, Diyarbakir, Turkey.
| | - Canan Can
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital, 21070, Kayapınar, Diyarbakir, Turkey
| | - Yunus Güzel
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital, 21070, Kayapınar, Diyarbakir, Turkey
| | - Zeynep Oruç
- Department of Medical Oncology, Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| | - Cihan Gündoğan
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital, 21070, Kayapınar, Diyarbakir, Turkey
| | - Özgen Ahmet Yildirim
- Department of Internal Medicine, Division of Medical Oncology, Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
| | - İhsan Kaplan
- Department of Nuclear Medicine, Gazi Yasargil Training and Research Hospital, 21070, Kayapınar, Diyarbakir, Turkey
| | - Erkan Erdur
- Department of Internal Medicine, Division of Medical Oncology, Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
| | - Mehmet Serdar Yıldırım
- Department of Internal Medicine, Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
| | - Bahri Çakabay
- Department of Surgical Oncology, Gazi Yasargil Training and Research Hospital, Diyarbakir, Turkey
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Bae H, Lee H, Kim S, Han K, Rhee H, Kim DK, Kwon H, Hong H, Lim JS. Radiomics analysis of contrast-enhanced CT for classification of hepatic focal lesions in colorectal cancer patients: its limitations compared to radiologists. Eur Radiol 2021; 31:8786-8796. [PMID: 33970307 DOI: 10.1007/s00330-021-07877-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 02/04/2021] [Accepted: 03/12/2021] [Indexed: 12/11/2022]
Abstract
OBJECTIVE To evaluate diagnostic performance of a radiomics model for classifying hepatic cyst, hemangioma, and metastasis in patients with colorectal cancer (CRC) from portal-phase abdominopelvic CT images. METHODS This retrospective study included 502 CRC patients who underwent contrast-enhanced CT and contrast-enhanced liver MRI between January 2005 and December 2010. Portal-phase CT images of training (n = 386) and validation (n = 116) cohorts were used to develop a radiomics model for differentiating three classes of liver lesions. Among multiple handcrafted features, the feature selection was performed using ReliefF method, and random forest classifiers were used to train the selected features. Diagnostic performance of the developed model was compared with that of four radiologists. A subgroup analysis was conducted based on lesion size. RESULTS The radiomics model demonstrated significantly lower overall and hemangioma- and metastasis-specific polytomous discrimination index (PDI) (overall, 0.8037; hemangioma-specific, 0.6653; metastasis-specific, 0.8027) than the radiologists (overall, 0.9622-0.9680; hemangioma-specific, 0.9452-0.9630; metastasis-specific, 0.9511-0.9869). For subgroup analysis, the PDI of the radiomics model was different according to the lesion size (< 10 mm, 0.6486; ≥ 10 mm, 0.8264) while that of the radiologists was relatively maintained. For classifying metastasis from benign lesions, the radiomics model showed excellent diagnostic performance, with an accuracy of 84.36% and an AUC of 0.9426. CONCLUSION Albeit inferior to the radiologists, the radiomics model achieved substantial diagnostic performance when differentiating hepatic lesions from portal-phase CT images of CRC patients. This model was limited particularly to classifying hemangiomas and subcentimeter lesions. KEY POINTS • Albeit inferior to the radiologists, the radiomics model could differentiate cyst, hemangioma, and metastasis with substantial diagnostic performance using portal-phase CT images of colorectal cancer patients. • The radiomics model demonstrated limitations especially in classifying hemangiomas and subcentimeter liver lesions.
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Affiliation(s)
- Heejin Bae
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Hansang Lee
- School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Sungwon Kim
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Kyunghwa Han
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Hyungjin Rhee
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Dong-Kyu Kim
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Hyuk Kwon
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Helen Hong
- Department of Software Convergence, College of Interdisciplinary Studies for Emerging Industries, Seoul Women's University, Seoul, Republic of Korea
| | - Joon Seok Lim
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
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Zhao L, Pang Y, Zheng H, Han C, Gu J, Sun L, Wu H, Wu S, Lin Q, Chen H. Clinical utility of [ 68Ga]Ga-labeled fibroblast activation protein inhibitor (FAPI) positron emission tomography/computed tomography for primary staging and recurrence detection in nasopharyngeal carcinoma. Eur J Nucl Med Mol Imaging 2021; 48:3606-3617. [PMID: 33792760 DOI: 10.1007/s00259-021-05336-w] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 03/23/2021] [Indexed: 12/14/2022]
Abstract
PURPOSE This study aimed to explore the clinical utility of [68Ga]Ga-labeled fibroblast activation protein inhibitor ([68Ga]Ga-FAPI) positron emission tomography/computed tomography (PET/CT) relative to [18F]-fluorodeoxyglucose ([18F]FDG) PET/CT and magnetic resonance imaging (MRI) for primary staging and recurrence detection in nasopharyngeal carcinoma (NPC). METHODS This retrospective analysis utilized a sub-cohort of patients from a previously acquired database. Patients with NPC who underwent [18F]FDG and [68Ga]Ga-FAPI PET/CT between October 2019 and November 2020 were included. The radiotracer uptake and clinical staging/restaging performances of [18F]FDG and [68Ga]Ga-FAPI PET/CT were compared. RESULTS Forty-five participants (39 for initial assessment, 6 for recurrence detection) were included. In treatment-naïve participants, [68Ga]Ga-FAPI PET/CT showed higher radiotracer uptake than [18F]FDG PET/CT in primary tumors (16.18 vs. 10.11, P < 0.001), regional lymph nodes (11.42 vs. 7.37, P < 0.001), and bone and visceral metastases (6.94 vs. 3.11, P < 0.001). Compared with the [18F]FDG-based TNM stage, the [68Ga]Ga-FAPI-based TNM stage was upgraded in ten patients (26%), resulting in management changes in seven patients (18%). Compared with MRI, [68Ga]Ga-FAPI PET/CT upgraded and underestimated the T stage in four and two patients, respectively. In post-treatment patients, [68Ga]Ga-FAPI PET/CT yielded more true-positive findings than [18F]FDG PET/CT in detecting local recurrence. CONCLUSION [68Ga]Ga-FAPI PET/CT is a promising imaging modality for the diagnosis of primary and metastatic NPC. The exact tumor geographic imaging obtained through [68Ga]Ga-FAPI PET/CT may be a supplement to MRI for T staging and radiotherapy planning.
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Affiliation(s)
- Liang Zhao
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.,Department of Radiation Oncology, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Yizhen Pang
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Hua Zheng
- Department of Radiation Oncology, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Chengkun Han
- Department of Radiology, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Jianwei Gu
- Department of Radiology, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Long Sun
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Hua Wu
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Sangang Wu
- Department of Radiation Oncology, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.
| | - Qin Lin
- Department of Radiation Oncology, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.
| | - Haojun Chen
- Department of Nuclear Medicine & Minnan PET Center, Xiamen Cancer Center, The First Affiliated Hospital of Xiamen University, Xiamen, China.
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Abstract
AIM To assess if digital PET/CT improves liver lesion detectability compared to analog PET/CT in patients with known or suspected liver metastases. MATERIALS AND METHODS We prospectively included 83 cancer patients, with one or more of these conditions: history of liver metastases, clinical risk of having liver metastases or presence of suspected liver metastases on the first of the two PET/CTs. All patients were consecutively scanned on each PET/CT on the same day after a single [18F]fluorodeoxyglucose dose injection. The order of acquisition was randomly assigned. Three nuclear medicine physicians assessed both PET/CTs by counting the foci of high uptake suspicious of liver metastases. Findings were correlated with appropriate reference standards; 19 patients were excluded from the analysis due to insufficient lesion nature confirmation. The final sample consisted of 64 patients (34 women, mean age 68 ± 12 years). RESULTS As per-patient analysis, the mean number of liver lesions detected by the digital PET/CT (3.84 ± 4.25) was significantly higher than that detected by the analog PET/CT (2.91 ± 3.31); P < 0.001. Fifty-five patients had a positive PET/CT study for liver lesions. In 26/55 patients (47%), the digital PET/CT detected more lesions; 7/26 patients (27%) had detectable lesions only by the digital system and had <10 mm of diameter. Twenty-nine patients had the same number of liver lesions detected by both systems. In nine patients both PET/CT systems were negative for liver lesions. CONCLUSION Digital PET/CT offers improved detectability of liver lesions over the analog PET/CT in patients with known or suspected liver metastases.
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Clinical application of thioredoxin reductase as a novel biomarker in liver cancer. Sci Rep 2021; 11:6069. [PMID: 33727662 PMCID: PMC7966739 DOI: 10.1038/s41598-021-85688-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 02/26/2021] [Indexed: 12/24/2022] Open
Abstract
Hepatic cancer is often amenable to surgery, including percutaneous ablation, trans-arterial chemoembolization. However, in metastatic cases, surgery is often not an effective option. Chemotherapy as a conventional clinical method for treatment of malignant diseases may be useful in such cases, but it is likewise not always able to slow or halt progression, therefore novel approaches for treatment of hepatic cancer are needed. Current research suggests that molecular tumor markers (TM) can play a crucial role for diagnosis and prognostic evaluation of malignancies, and TM such as AFP, CEA, CA19-9 have been reported in many malignant diseases. Thioredoxin reductase (TrxR), a type of anti-oxidant biomarker, has become a TM of significant interest. However, little is known about the above TM and TrxR activity in liver cancer. Therefore, this paper aimed to assess these TM with regards to diagnosis and and monitoring treatment efficacy in both primary and metastatic liver cancer. Our results showed TrxR had superior performance for discriminating between liver cancer patients and healthy controls than AFP, CEA, and CA19-9. TrxR also exhibited superior performance for assessing benefits of chemotherapy regardless if patients had PLC or MLC. Meanwhile, due to diagnostic efficiency of unresponsive chemotherapy patients, TrxR also showed a higher activity levels than other general markers in liver metastasis patients. Our results suggest that application of TrxR in combination with other tumor markers may maximize the efficiency of diagnosis and assessment of therapeutic efficiency, and provide new insights for the clinical application of TrxR as a candidate biomarker for liver cancer.
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Gassert FG, Rübenthaler J, Cyran CC, Rink JS, Schwarze V, Luitjens J, Gassert FT, Makowski MR, Schoenberg SO, Mayerhoefer ME, Tamandl D, Froelich MF. 18F FDG PET/MRI with hepatocyte-specific contrast agent for M staging of rectal cancer: a primary economic evaluation. Eur J Nucl Med Mol Imaging 2021; 48:3268-3276. [PMID: 33686457 PMCID: PMC8426298 DOI: 10.1007/s00259-021-05193-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 01/03/2021] [Indexed: 12/25/2022]
Abstract
Purpose Rectal cancer is one of the most frequent causes of cancer-related morbidity and mortality in the world. Correct identification of the TNM state in primary staging of rectal cancer has critical implications on patient management. Initial evaluations revealed a high sensitivity and specificity for whole-body PET/MRI in the detection of metastases allowing for metastasis-directed therapy regimens. Nevertheless, its cost-effectiveness compared with that of standard-of-care imaging (SCI) using pelvic MRI + chest and abdominopelvic CT is yet to be investigated. Therefore, the aim of this study was to analyze the cost-effectiveness of whole-body 18F FDG PET/MRI as an alternative imaging method to standard diagnostic workup for initial staging of rectal cancer. Methods For estimation of quality-adjusted life years (QALYs) and lifetime costs of diagnostic modalities, a decision model including whole-body 18F FDG PET/MRI with a hepatocyte-specific contrast agent and pelvic MRI + chest and abdominopelvic CT was created based on Markov simulations. For obtaining model input parameters, review of recent literature was performed. Willingness to pay (WTP) was set to $100,000/QALY. Deterministic sensitivity analysis of diagnostic parameters and costs was applied, and probabilistic sensitivity was determined using Monte Carlo modeling. Results In the base-case scenario, the strategy whole-body 18F FDG PET/MRI resulted in total costs of $52,186 whereas total costs of SCI were at $51,672. Whole-body 18F FDG PET/MRI resulted in an expected effectiveness of 3.542 QALYs versus 3.535 QALYs for SCI. This resulted in an incremental cost-effectiveness ratio of $70,291 per QALY for PET/MRI. Thus, from an economic point of view, whole-body 18F FDG PET/MRI was identified as an adequate diagnostic alternative to SCI with high robustness of results to variation of input parameters. Conclusion Based on the results of the analysis, use of whole-body 18F FDG PET/MRI was identified as a feasible diagnostic strategy for initial staging of rectal cancer from a cost-effectiveness perspective.
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Affiliation(s)
- Felix G Gassert
- Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Johannes Rübenthaler
- Department of Radiology, University Hospital, LMU Munich, Marchioninistr 15, 81377, Munich, Germany
| | - Clemens C Cyran
- Department of Radiology, University Hospital, LMU Munich, Marchioninistr 15, 81377, Munich, Germany
| | - Johann S Rink
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Vincent Schwarze
- Department of Radiology, University Hospital, LMU Munich, Marchioninistr 15, 81377, Munich, Germany
| | - Johanna Luitjens
- Department of Radiology, University Hospital, LMU Munich, Marchioninistr 15, 81377, Munich, Germany
| | - Florian T Gassert
- Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Marcus R Makowski
- Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Stefan O Schoenberg
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Marius E Mayerhoefer
- Department of Radiology, Memorial Sloan Kettering Cancer Center New York, New York City, NY, USA
| | - Dietmar Tamandl
- Department of Biomedical Imaging and Image-Guided Therapy, Division of General and Pediatric Radiology, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Matthias F Froelich
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
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Clinical Performance of Abbreviated Liver MRI for the Follow-Up of Patients With Colorectal Liver Metastases. AJR Am J Roentgenol 2021; 216:669-676. [PMID: 33502225 DOI: 10.2214/ajr.20.22854] [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] [Indexed: 12/20/2022]
Abstract
OBJECTIVE. The objective of our study was to compare an abbreviated liver MRI protocol with a standard liver MRI protocol for the posttreatment follow-up of colorectal metastases in assessing disease presence, segmental involvement, and response to chemotherapy and for surgical planning. MATERIALS AND METHODS. This retrospective single-center study reviewed consecutive chemotherapy-naïve patients with colorectal liver metastases (April 1, 2011-August 31, 2017) who underwent gadoxetate disodium-enhanced MRI on a 1.5-T unit before and 8-12 weeks after chemotherapy. Two radiologists blinded to outcomes independently reviewed images obtained using standard MRI sequences at baseline and after treatment. The standard MRI sequences were the following: axial T1-weighted, axial T2-weighted, axial DWI (b values = 0-750 s/mm2), axial multiphase contrast-enhanced T1-weighted, and axial and coronal hepatobiliary phase (HBP) T1-weighted sequences. The standard sequences obtained at baseline and the abbreviated protocol sequences (i.e., HBP gadoxetate disodium-enhanced T1-weighted and DWI sequences) obtained after treatment were reviewed. For each image set, reviewers assessed disease presence and segmental involvement; in addition, for images obtained after therapy, treatment response according to RECIST 1.1 was recorded. RESULTS. One hundred thirteen patients (73 men and 40 women; mean age, 61.6 years) were evaluated. The total number of metastases showed high agreement between the standard protocol and abbreviated protocol (intraclass correlation coefficient = 0.97). There was good agreement between the protocols for segmental involvement (weighted κ = 0.73-0.85), and the weighted kappa was 0.82 for all segments. Discrepancies in segmental involvement did not alter potential surgical planning. Categorization of RECIST 1.1 treatment response using the abbreviated protocol versus the standard protocol showed excellent agreement (weighted κ = 0.92). CONCLUSION. An abbreviated liver MRI protocol (i.e., HBP gadoxetate disodium-enhanced T1-weighted and DWI sequences) allows assessment after chemotherapy similar to a standard liver MRI protocol. Use of the abbreviated protocol can reduce imaging time without sacrificing diagnostic performance for the follow-up of colorectal liver metastases.
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Identifying response in colorectal liver metastases treated with bevacizumab: development of RECIST by combining contrast-enhanced and diffusion-weighted MRI. Eur Radiol 2021; 31:5640-5649. [PMID: 33449175 DOI: 10.1007/s00330-020-07647-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 11/25/2020] [Accepted: 12/17/2020] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Response evaluation criteria in solid tumors (RECIST) often fail to identify clinically meaningful response to bevacizumab-containing therapy in colorectal liver metastasis (CRLM). This study aimed to develop RECIST by combining contrast-enhanced and diffusion-weighted magnetic resonance imaging (MRI). METHODS A total of 126 patients with CRLM who underwent hepatic resection after bevacizumab-containing chemotherapy were split into initial analyses cohort (N = 42, with 76 indexed liver metastases) and validation cohort (N = 84). In lesion-based analyses, percentage decrease of arterial enhancement area and percentage increase of apparent diffusion coefficient (ADC) value from baseline to post-chemotherapy were measured. Their optimal cutoff values for distinguishing pathology-confirmed major and minor response were determined. Then, the developed RECIST (D-RECIST) was established by combining functional and size-based items. Survival relevance of D-RECIST and RECIST was examined in the validation cohort. RESULTS Percentage decrease of arterial enhancement area and increase of ADC value significantly differed between lesions of pathologic major or minor response, with optimal cutoffs of approximately 33% and 19%, respectively. Patients defined as responders by D-RECIST had a significantly longer median disease-free survival (DFS) than non-responders (p = 0.021; 12.9 versus 8.6 months). No significant difference was observed with RECIST (p = 0.524). In a Cox regression model, D-RECIST- but not RECIST-defined responses independently predicted the DFS (p = 0.034 and 0.811). CONCLUSIONS D-RECIST-defined responses provided significant prognostic information, and thus may serve as a better response evaluation approach than RECIST in CRLM treated with bevacizumab-containing therapy. KEY POINTS • Changes in arterial enhancement area and apparent diffusion coefficient value are associated with pathological response in colorectal liver metastases treated with bevacizumab. • The MRI-based response criteria developed by combining size-based and functional features can provide significant prognostic information.
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Yang L, Ding Y, Rao S, Chen C, Zeng M. T 1 Mapping on Gd-EOB-DTPA-Enhanced MRI for the Prediction of Oxaliplatin-Induced Liver Injury in a Mouse Model. J Magn Reson Imaging 2020; 53:896-902. [PMID: 32979019 DOI: 10.1002/jmri.27377] [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] [Received: 07/31/2020] [Revised: 09/06/2020] [Accepted: 09/08/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Oxaliplatin-induced liver injury (OILI) not only impairs hepatic regeneration but also increases postoperative morbidity and mortality. Therefore, noninvasive, accurate, and early diagnosis of OILI is mandatory. PURPOSE To evaluate the potential of T1 mapping on gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid (Gd-EOB-DTPA)-enhanced MRI for assessing OILI in a mouse model. STUDY TYPE Case control, animal model. ANIMAL MODEL Thirty oxaliplatin-treated mice and 10 control mice were included. FIELD STRENGTH Volumetric interpolated breath-hold examination sequence: 3T scanner with a phased-array animal 8-channel coil. T1 mapping before and at hepatobiliary phase (HBP) after injection of Gd-EOB-DTPA were undertaken. ASSESSMENT T1 relaxation times of the liver parenchyma were measured and the reduction rate (ΔT1 %) was calculated. Histological findings were used as a standard reference. STATISTICAL TESTS The Kruskal-Wallis test with pairwise comparisons using the Mann-Whitney U-test were applied to compare the parameters across groups. Spearman's rank correlation test and receiver operating characteristics (ROC) analyses were performed. Areas under the curves (AUCs) were compared using the DeLong method. RESULTS Histologically, mice were classified as normal (n = 10), hepatocellular degeneration without fibrosis (n = 16), and hepatocellular degeneration with fibrosis (n = 14). HBP T1 relaxation time increased with the severity of OILI (rho = 0.60, P < 0.05), and ΔT1 % decreased with the severity of OILI (rho = -0.78, P < 0.05). AUC was 0.92 for ΔT1 % in differentiating hepatocellular degeneration without fibrosis from normal liver, but HBP T1 relaxation time could not distinguish them (P = 0.09). AUCs were 0.96 and 0.95 for HBP T1 relaxation time, and 0.90 and 0.84 for ΔT1 % in discriminating OILI with fibrosis from normal liver and OILI without fibrosis. DATA CONCLUSION HBP T1 relaxation time and ΔT1 % of Gd-EOB-DTPA enhanced MRI was useful for assessing OILI. ΔT1 % may be more sensitive than HBP T1 relaxation time in detecting early stage of liver injury. LEVEL OF EVIDENCE 2. TECHNICAL EFFICACY STAGE 5.
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Affiliation(s)
- Li Yang
- Department of Radiology, Zhongshan, Hospital of Fudan University, Shanghai, China
| | - Ying Ding
- Department of Radiology, Zhongshan, Hospital of Fudan University, Shanghai, China
| | - Shengxiang Rao
- Department of Radiology, Zhongshan, Hospital of Fudan University, Shanghai, China
| | - Caizhong Chen
- Department of Radiology, Zhongshan, Hospital of Fudan University, Shanghai, China
| | - Mengsu Zeng
- Department of Radiology, Zhongshan, Hospital of Fudan University, Shanghai, China
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Liu M, Ma X, Shen F, Xia Y, Jia Y, Lu J. MRI-based radiomics nomogram to predict synchronous liver metastasis in primary rectal cancer patients. Cancer Med 2020; 9:5155-5163. [PMID: 32476295 PMCID: PMC7367643 DOI: 10.1002/cam4.3185] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 05/08/2020] [Accepted: 05/08/2020] [Indexed: 12/13/2022] Open
Abstract
At the time of diagnosis, approximately 15%-20% of patients with rectal cancer (RC) presented synchronous liver metastasis (SLM), which is the most common cause of death in patients with RC. Therefore, preoperative, noninvasive, and accurate prediction of SLM is crucial for personalized treatment strategies. Recently, radiomics has been considered as an advanced image analysis method to evaluate the neoplastic heterogeneity with respect to diagnosis of the tumor and prediction of prognosis. In this study, a total of 1409 radiomics features were extracted for each volume of interest (VOI) from high-resolution T2WI images of the primary RC. Subsequently, five optimal radiomics features were selected based on the training set using the least absolute shrinkage and selection operator (LASSO) method to construct the radiomics signature. In addition, radiomics signature combined with carcinoembryonic antigen (CEA) and carbohydrate antigen 19-9 (CA19-9) was included in the multifactor logistic regression to construct the nomogram model. It showed an optimal predictive performance in the validation set as compared to that in the radiomics model. The favorable calibration of the radiomics nomogram showed a nonsignificant Hosmer-Lemeshow test statistic (P > .05). The decision curve analysis (DCA) showed that the radiomics nomogram is clinically superior to the radiomics model. Therefore, the nomogram amalgamating the radiomics signature and clinical risk factors serve as an effective quantitative approach to predict the SLM of primary RC.
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Affiliation(s)
- Minglu Liu
- Department of RadiologyChanghai HospitalShanghaiChina
| | - Xiaolu Ma
- Department of RadiologyChanghai HospitalShanghaiChina
| | - Fu Shen
- Department of RadiologyChanghai HospitalShanghaiChina
| | - Yuwei Xia
- Huiying Medical Technology Co., LtdBeijingChina
| | - Yan Jia
- Huiying Medical Technology Co., LtdBeijingChina
| | - Jianping Lu
- Department of RadiologyChanghai HospitalShanghaiChina
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Queiroz MA, Ortega CD, Ferreira FR, Nahas SC, Cerri GG, Buchpiguel CA. Diagnostic accuracy of FDG-PET/MRI versus pelvic MRI and thoracic and abdominal CT for detecting synchronous distant metastases in rectal cancer patients. Eur J Nucl Med Mol Imaging 2020; 48:186-195. [PMID: 32561971 DOI: 10.1007/s00259-020-04911-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 06/07/2020] [Indexed: 02/07/2023]
Abstract
PURPOSE We compared the diagnostic accuracy of detecting distant metastases for baseline rectal cancer staging between PET/MRI and conventional staging (CS). MATERIALS AND METHODS This prospective study from November 2016 to April 2018 included 101 rectal adenocarcinoma patients for primary staging. These patients underwent whole-body PET/MRI in addition to CS (pelvic MRI and thoracic and abdominal contrast-enhanced CT). Different readers analyzed CS and PET/MRI findings for primary tumor, nodal, and metastatic staging. The presence, number, and location of metastases were recorded according to the organ involved (non-regional lymph nodes (LNs), liver, lungs, or others). Lesions were defined as positive, negative, or indeterminate. The number of lesions per organ was limited to 10. The McNemar test was used to compare the accuracies. RESULTS PET/MRI exhibited a higher accuracy in detecting metastatic disease than CS in all patients (88.4% vs. 82.6%, p = 0.003) and in patients with extramural vascular invasion (EMVI) (88.9% vs. 85.5%, p = 0.013). The detection rate of PET/MRI was superior to that of CS for all lesions [84.1% vs. 68.9%, p = 0.001], as well as those in the liver (89.2% vs. 84.2%), non-regional LNs (90.0% vs. 36.7%), and lungs (76.4% vs. 66.9%). PET/MRI correctly classified 19/33 (57.5%) patients with indeterminate lesions on CS. CONCLUSION PET/MRI yields higher accuracy than CS for detecting distant synchronous metastases in the baseline staging of patients with rectal cancer and EMVI. PET/MRI exhibited a higher detection rate than CS for identifying non-regional LNs, hepatic lesions, and pulmonary lesions as well as correctly classifying patients with indeterminate lesions. TRIAL REGISTRATION NCT02537340.
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Affiliation(s)
- Marcelo A Queiroz
- Nuclear Medicine Division, Department of Radiology and Oncology, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Rua Doutor Ovidio Pires de Campos, 872, Sao Paulo, SP, 05403-010, Brazil.
| | - Cinthia D Ortega
- Department of Radiology and Oncology, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Felipe R Ferreira
- Department of Radiology and Oncology, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Sergio C Nahas
- Department of Surgery, Division of Colorectal Surgery, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Giovanni G Cerri
- Department of Radiology and Oncology, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Carlos A Buchpiguel
- Nuclear Medicine Division, Department of Radiology and Oncology, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Rua Doutor Ovidio Pires de Campos, 872, Sao Paulo, SP, 05403-010, Brazil
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50
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Elfrink AKE, Pool M, van der Werf LR, Marra E, Burgmans MC, Meijerink MR, den Dulk M, van den Boezem PB, Te Riele WW, Patijn GA, Wouters MWJM, Leclercq WKG, Liem MSL, Gobardhan PD, Buis CI, Kuhlmann KFD, Verhoef C, Besselink MG, Grünhagen DJ, Klaase JM, Kok NFM. Preoperative imaging for colorectal liver metastases: a nationwide population-based study. BJS Open 2020; 4:605-621. [PMID: 32374497 PMCID: PMC7397351 DOI: 10.1002/bjs5.50291] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 03/24/2020] [Indexed: 12/11/2022] Open
Abstract
Background In patients with colorectal liver metastases (CRLM) preoperative imaging may include contrast‐enhanced (ce) MRI and [18F]fluorodeoxyglucose (18F‐FDG) PET–CT. This study assessed trends and variation between hospitals and oncological networks in the use of preoperative imaging in the Netherlands. Methods Data for all patients who underwent liver resection for CRLM in the Netherlands between 2014 and 2018 were retrieved from a nationwide auditing database. Multivariable logistic regression analysis was used to assess use of ceMRI, 18F‐FDG PET–CT and combined ceMRI and 18F‐FDG PET–CT, and trends in preoperative imaging and hospital and oncological network variation. Results A total of 4510 patients were included, of whom 1562 had ceMRI, 872 had 18F‐FDG PET–CT, and 1293 had combined ceMRI and 18F‐FDG PET–CT. Use of ceMRI increased over time (from 9·6 to 26·2 per cent; P < 0·001), use of 18F‐FDG PET–CT decreased (from 28·6 to 6·0 per cent; P < 0·001), and use of both ceMRI and 18F‐FDG PET–CT 16·9 per cent) remained stable. Unadjusted variation in the use of ceMRI, 18F‐FDG PET–CT, and combined ceMRI and 18F‐FDG PET–CT ranged from 5·6 to 100 per cent between hospitals. After case‐mix correction, hospital and oncological network variation was found for all imaging modalities. Discussion Significant variation exists concerning the use of preoperative imaging for CRLM between hospitals and oncological networks in the Netherlands. The use of MRI is increasing, whereas that of 18F‐FDG PET–CT is decreasing.
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Affiliation(s)
- A K E Elfrink
- Scientific Bureau, Dutch Institute for Clinical Auditing, Leiden, the Netherlands.,Department of Surgery, University Medical Centre Groningen, Groningen, the Netherlands
| | - M Pool
- Department of Surgery, Amsterdam University Medical Centre, Cancer Centre Amsterdam, University of Amsterdam, Amsterdam, the Netherlands.,Department of Radiology, Amsterdam University Medical Centre, University of Amsterdam, Amsterdam, the Netherlands
| | - L R van der Werf
- Scientific Bureau, Dutch Institute for Clinical Auditing, Leiden, the Netherlands.,Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - E Marra
- Scientific Bureau, Dutch Institute for Clinical Auditing, Leiden, the Netherlands
| | - M C Burgmans
- Department of Radiology, Leiden University Medical Centre, Leiden, the Netherlands
| | - M R Meijerink
- Department of Interventional Radiology, Amsterdam University Medical Centre, Cancer Centre Amsterdam, Vrije Universiteit, Amsterdam, the Netherlands
| | - M den Dulk
- Departments of Surgery, Maastricht University Medical Centre, Maastricht, the Netherlands
| | | | - W W Te Riele
- University Medical Centre Utrecht, Utrecht, the Netherlands.,St Antonius Hospital, Nieuwegein, the Netherlands
| | | | - M W J M Wouters
- Scientific Bureau, Dutch Institute for Clinical Auditing, Leiden, the Netherlands
| | | | - M S L Liem
- Medisch Spectrum Twente, Enschede, the Netherlands
| | | | - C I Buis
- Department of Surgery, University Medical Centre Groningen, Groningen, the Netherlands
| | - K F D Kuhlmann
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - C Verhoef
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - M G Besselink
- Department of Surgery, Amsterdam University Medical Centre, Cancer Centre Amsterdam, University of Amsterdam, Amsterdam, the Netherlands
| | - D J Grünhagen
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - J M Klaase
- Department of Surgery, University Medical Centre Groningen, Groningen, the Netherlands
| | - N F M Kok
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, the Netherlands
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