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Liu X, Zhao W, Jia Y, Zhang L, Tong Z. A nomogram for predicting subsequent liver metastasis in patients with metastatic breast cancer. Front Oncol 2025; 15:1417858. [PMID: 40308486 PMCID: PMC12041002 DOI: 10.3389/fonc.2025.1417858] [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: 04/15/2024] [Accepted: 03/18/2025] [Indexed: 05/02/2025] Open
Abstract
Background To investigate the clinical characteristics of liver metastasis from metastatic breast cancer and construct a competing risk nomogram for predicting the probability of liver metastasis. Methods Clinical data of patients with metastatic breast cancer from Tianjin Medical University Cancer Institute during 2008-2018 were retrospectively collected. Independent prognostic factors were assessed by the Fine-Gray competing risk model. A competing risk nomogram was constructed by integrating those independent prognostic factors and evaluated with concordance index (C-index) and calibration curves. Results A total of 1406 patients were retrospectively analyzed, and randomly divided into the training set (n=986) and the validation set (n=420). Multivariate analysis showed that menopausal status, HER-2 status, bone metastasis and lung metastasis were identified as independent prognostic factors in the nomogram. The C-index in the training set was 0.719 (95% CI: 0.706-0.732), and in the validation set was 0.740 (95% CI: 0.720-0.732). The calibration curves in the training set and validation set showed that the nomogram had a sufficient level of calibration. A risk stratification was further established to divide all the patients into three prognostic groups. Conclusion We had developed a tool that can predict subsequent liver metastasis from metastatic breast cancer, which may be useful for identifying the patients at risk of liver metastasis and guiding the individualized treatment. It had been verified that the nomogram has good discrimination and calibration, and had certain potential clinical value. This nomogram can be used to screen patients with low, intermediate and high risk of liver metastasis from metastatic breast cancer, so as to develop a more complete follow-up plan.
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Affiliation(s)
- Xuanchen Liu
- Department of Breast Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
- Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin, China
| | - Weipeng Zhao
- Department of Breast Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
- Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin, China
| | - Yongsheng Jia
- Department of Breast Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
- Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin, China
| | - Li Zhang
- Department of Breast Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
- Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin, China
| | - Zhongsheng Tong
- Department of Breast Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
- Tianjin’s Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin, 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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3
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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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Delorme S, Raue F, Beuthien-Baumann B. Medullary Thyroid Carcinoma: Imaging. Recent Results Cancer Res 2025; 223:129-153. [PMID: 40102256 DOI: 10.1007/978-3-031-80396-3_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
Imaging plays an important role in the early detection and staging of medullary thyroid carcinoma (MTC), as well as in follow-up to locate early recurrence. MTC is a rare, calcitonin-secreting thyroid malignancy that is often diagnosed by ultrasound and calcitonin screening as part of the routine evaluation of any thyroid nodule. If serum calcitonin is elevated, imaging studies are needed for preoperative staging to guide surgical management. This may include ultrasound of the neck and abdomen. CT or MRI studies for more distant disease are performed preoperatively when calcitonin levels are greater than 500 pg/mL. Neither FDG-PET/CT nor F-DOPA-PET/CT is routinely being used for preoperative staging, but may be helpful in individual cases of doubt. Postoperative elevated calcitonin is associated with persistence or recurrence of MTC. Imaging studies to localize tumor tissue in postoperative follow-up include ultrasound, CT, MRI, and PET scans. However, they should be used judiciously, as the impact of treatment is often limited. In addition, even patients with persistent disease may survive long enough to accumulate significant radiation doses from CT or PET scans. Imaging studies are also useful in diagnosing associated components of hereditary MTC, such as pheochromocytoma and primary hyperparathyroidism.
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Affiliation(s)
- Stefan Delorme
- Department of Radiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld, Heidelberg, Germany.
| | - Friedhelm Raue
- Endocrine Practice, Heidelberg, Germany
- Medical Faculty, University of Heidelberg, Heidelberg, Germany
| | - Bettina Beuthien-Baumann
- Department of Radiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld, Heidelberg, Germany
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Lund M, Bjerre TA, Grønbæk H, Mortensen FV, Andersen PK. CEUS compared with CECT, MRI, and FDG-PET/CT for diagnosing CRC liver metastases: a diagnostic test accuracy systematic review and meta-analysis. Expert Rev Gastroenterol Hepatol 2024; 18:541-549. [PMID: 39315472 DOI: 10.1080/17474124.2024.2407973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 08/15/2024] [Accepted: 09/08/2024] [Indexed: 09/25/2024]
Abstract
OBJECTIVE To determine the diagnostic accuracy of contrast-enhanced ultrasound (CEUS) compared with contrast-enhanced computed tomography (CECT), magnetic resonance imaging (MRI), and Fluorine-18-deoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) for diagnosing suspected liver metastases in patients with newly diagnosed colorectal cancer (CRC). METHODS The meta-analysis using the bivariate model included studies on patients with newly diagnosed CRC only and excluded patients with non-CRC liver metastases, known liver metastases, patients treated with chemotherapy and local treatments, e.g. hepatic resection or radiofrequency ablation. We used QUADAS-2 to assess the methodological quality of the studies. RESULTS We included 32 studies, 6 studies evaluated the accuracy of CEUS (n = 937 participants), 26 studies evaluated CECT (n = 2,582), 8 studies evaluated MRI (n = 564) and 6 studies evaluated FDG-PET/CT (n = 813). Sensitivity: FDG-PET/CT 94.4% [95% CI: 90.7-98.1%], MRI 92.9% [95% CI: 88.8-97.0%], CEUS 86.1% [95% CI: 78.0-94.3%] and CECT 84.6% [95% CI: 79.3-89.9%]. Specificity FDG-PET/CT 97.9% [95% CI: 95.9-99.9%], CEUS 96.1% [95% CI: 93.6-98.6%], MRI 94.4% [95% CI: 90.5-98.3%], and CECT 94.3% [95% CI: 91.8-96.8%]. CONCLUSION FDG-PET/CT had significantly higher sensitivity and specificity than CECT, and significantly higher sensitivity than CEUS. MRI had a significantly higher sensitivity than CEUS, but a lower non-significant specificity. CECT had the lowest sensitivity and specificity. PROSPERO REGISTRATION DETAILS CRD42017055015 and CRD42017082996.
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Affiliation(s)
- Martin Lund
- Department of Radiology, Randers Regional Hospital, Randers, Denmark
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
| | - Thomas A Bjerre
- Department of Radiology, Randers Regional Hospital, Randers, Denmark
| | - Henning Grønbæk
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
| | - Frank V Mortensen
- Department of Surgical Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
| | - Per Kragh Andersen
- Department of Biostatistics, University of Copenhagen Faculty of Health Sciences, Institute of Public Health, Copenhagen K, Denmark
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Pan Y, Cheng J, Zhu Y, Zhang J, Fan W, Chen X. Immunological nanomaterials to combat cancer metastasis. Chem Soc Rev 2024; 53:6399-6444. [PMID: 38745455 DOI: 10.1039/d2cs00968d] [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: 05/16/2024]
Abstract
Metastasis causes greater than 90% of cancer-associated deaths, presenting huge challenges for detection and efficient treatment of cancer due to its high heterogeneity and widespread dissemination to various organs. Therefore, it is imperative to combat cancer metastasis, which is the key to achieving complete cancer eradication. Immunotherapy as a systemic approach has shown promising potential to combat metastasis. However, current clinical immunotherapies are not effective for all patients or all types of cancer metastases owing to insufficient immune responses. In recent years, immunological nanomaterials with intrinsic immunogenicity or immunomodulatory agents with efficient loading have been shown to enhance immune responses to eliminate metastasis. In this review, we would like to summarize various types of immunological nanomaterials against metastasis. Moreover, this review will summarize a series of immunological nanomaterial-mediated immunotherapy strategies to combat metastasis, including immunogenic cell death, regulation of chemokines and cytokines, improving the immunosuppressive tumour microenvironment, activation of the STING pathway, enhancing cytotoxic natural killer cell activity, enhancing antigen presentation of dendritic cells, and enhancing chimeric antigen receptor T cell therapy. Furthermore, the synergistic anti-metastasis strategies based on the combinational use of immunotherapy and other therapeutic modalities will also be introduced. In addition, the nanomaterial-mediated imaging techniques (e.g., optical imaging, magnetic resonance imaging, computed tomography, photoacoustic imaging, surface-enhanced Raman scattering, radionuclide imaging, etc.) for detecting metastasis and monitoring anti-metastasis efficacy are also summarized. Finally, the current challenges and future prospects of immunological nanomaterial-based anti-metastasis are also elucidated with the intention to accelerate its clinical translation.
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Affiliation(s)
- Yuanbo Pan
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310009, China.
- Key Laboratory of Precise Treatment and Clinical Translational Research of Neurological Diseases, Hangzhou, 310009, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, 310009, China
- Departments of Diagnostic Radiology, Surgery, Chemical and Biomolecular Engineering, and Biomedical Engineering, Yong Loo Lin School of Medicine and College of Design and Engineering, National University of Singapore, Singapore 119074, Singapore.
- Nanomedicine Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Junjie Cheng
- Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, 210009, China
- Departments of Diagnostic Radiology, Surgery, Chemical and Biomolecular Engineering, and Biomedical Engineering, Yong Loo Lin School of Medicine and College of Design and Engineering, National University of Singapore, Singapore 119074, Singapore.
- Nanomedicine Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Yang Zhu
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou 350005, Fujian, China.
- Departments of Diagnostic Radiology, Surgery, Chemical and Biomolecular Engineering, and Biomedical Engineering, Yong Loo Lin School of Medicine and College of Design and Engineering, National University of Singapore, Singapore 119074, Singapore.
- Nanomedicine Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Jianmin Zhang
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310009, China.
- Key Laboratory of Precise Treatment and Clinical Translational Research of Neurological Diseases, Hangzhou, 310009, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, 310009, China
| | - Wenpei Fan
- State Key Laboratory of Natural Medicines and Jiangsu Key Laboratory of Drug Discovery for Metabolic Diseases, Center of Advanced Pharmaceuticals and Biomaterials, China Pharmaceutical University, Nanjing, 211198, China.
| | - Xiaoyuan Chen
- Departments of Diagnostic Radiology, Surgery, Chemical and Biomolecular Engineering, and Biomedical Engineering, Yong Loo Lin School of Medicine and College of Design and Engineering, National University of Singapore, Singapore 119074, Singapore.
- Clinical Imaging Research Centre, Centre for Translational Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117599, Singapore
- Nanomedicine Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
- Institute of Molecular and Cell Biology, Agency for Science, Technology, and Research (A*STAR), 61 Biopolis Drive, Proteos, Singapore, 138673, Singapore
- Theranostics Center of Excellence (TCE), Yong Loo Lin School of Medicine, National University of Singapore, 11 Biopolis Way, Helios, Singapore 138667, Singapore
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Görgec B, Sijberden JP, Swijnenburg RJ, Fretland ÅA, Verhoef C, Besselink MG, Stoker J. Optimal imaging before local therapy of colorectal liver metastases - Authors' reply. Lancet Oncol 2024; 25:e101. [PMID: 38423054 DOI: 10.1016/s1470-2045(24)00093-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 02/09/2024] [Accepted: 02/12/2024] [Indexed: 03/02/2024]
Affiliation(s)
- Burak Görgec
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Jasper P Sijberden
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Rutger-Jan Swijnenburg
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands; Department of Surgery, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Åsmund A Fretland
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway; The Intervention Centre, Oslo University Hospital-Rikshospitalet, Oslo, Norway
| | - Cornelis Verhoef
- Department of Surgical Oncology and Erasmus Medical Centre Cancer Institute, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Marc G Besselink
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Jaap Stoker
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands.
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Görgec B, Verpalen IM, Sijberden JP, Abu Hilal M, Bipat S, Verhoef C, Swijnenburg RJ, Besselink MG, Stoker J. Added Value of Liver MRI in Patients Eligible for Surgical Resection or Ablation of Colorectal Liver Metastases Based on CT: A Systematic Review and Meta-Analysis. ANNALS OF SURGERY OPEN 2024; 5:e401. [PMID: 38883954 PMCID: PMC11175892 DOI: 10.1097/as9.0000000000000401] [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: 01/18/2024] [Accepted: 02/19/2024] [Indexed: 06/18/2024] Open
Abstract
Background Abdominal computed tomography (CT) is the standard imaging modality for detection and staging in patients with colorectal liver metastases (CRLM). Although liver magnetic resonance imaging (MRI) is superior to CT in detecting small lesions, guidelines are ambiguous regarding the added value of an additional liver MRI in the surgical workup of patients with CRLM. Therefore, this systematic review and meta-analysis aimed to evaluate the clinical added value of liver MRI in patients eligible for resection or ablation of CRLM based on CT. Methods A systematic search was performed in the PubMed, Embase, and Cochrane Library databases through June 23, 2023. Studies investigating the impact of additional MRI on local treatment plan following CT in patients with CRLM were included. Risk of bias was assessed using the QUADAS-2 tool. The pooled weighted proportions for the primary outcome were calculated using random effect meta-analysis. Results Overall, 11 studies with 1440 patients were included, of whom 468 patients (32.5%) were assessed for change in local treatment plan. Contrast-enhanced liver MRI was used in 10 studies, including gadoxetic acid in 9 studies. Liver MRI with diffusion-weighted imaging was used in 8 studies. Pooling of data found a 24.12% (95% confidence interval, 15.58%-32.65%) change in the local treatment plan based on the added findings of liver MRI following CT. Sensitivity analysis including 5 studies (268 patients) focusing on monophasic portal venous CT followed by gadoxetic acid-enhanced liver MRI with diffusion-weighted imaging showed a change of local treatment plan of 17.88% (95% confidence interval, 5.14%-30.62%). Conclusions This systematic review and meta-analysis found that liver MRI changed the preinterventional local treatment plan in approximately one-fifth of patients eligible for surgical resection or ablation of CRLM based on CT. These findings suggest a clinically relevant added value of routine liver MRI in the preinterventional workup of CRLM, which should be confirmed by large prospective studies.
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Affiliation(s)
- Burak Görgec
- From the Department of Surgery, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | - Inez M. Verpalen
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | - Jasper P. Sijberden
- From the Department of Surgery, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Mohammad Abu Hilal
- Department of Surgery, Poliambulanza Foundation Hospital, Brescia, Italy
| | - Shandra Bipat
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | - Cornelis Verhoef
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus Medical Center, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Rutger-Jan Swijnenburg
- From the Department of Surgery, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Marc G. Besselink
- From the Department of Surgery, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Jaap Stoker
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
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9
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Görgec B, Hansen IS, Kemmerich G, Syversveen T, Abu Hilal M, Belt EJT, Bosscha K, Burgmans MC, Cappendijk VC, D'Hondt M, Edwin B, van Erkel AR, Gielkens HAJ, Grünhagen DJ, Gobardhan PD, Hartgrink HH, Horsthuis K, Klompenhouwer EG, Kok NFM, Kint PAM, Kuhlmann K, Leclercq WKG, Lips DJ, Lutin B, Maas M, Marsman HA, Meijerink M, Meyer Y, Morone M, Peringa J, Sijberden JP, van Delden OM, van den Bergh JE, Vanhooymissen IJS, Vermaas M, Willemssen FEJA, Dijkgraaf MGW, Bossuyt PM, Swijnenburg RJ, Fretland ÅA, Verhoef C, Besselink MG, Stoker J. MRI in addition to CT in patients scheduled for local therapy of colorectal liver metastases (CAMINO): an international, multicentre, prospective, diagnostic accuracy trial. Lancet Oncol 2024; 25:137-146. [PMID: 38081200 DOI: 10.1016/s1470-2045(23)00572-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 10/22/2023] [Accepted: 10/30/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND Guidelines are inconclusive on whether contrast-enhanced MRI using gadoxetic acid and diffusion-weighted imaging should be added routinely to CT in the investigation of patients with colorectal liver metastases who are scheduled for curative liver resection or thermal ablation, or both. Although contrast-enhanced MRI is reportedly superior than contrast-enhanced CT in the detection and characterisation of colorectal liver metastases, its effect on clinical patient management is unknown. We aimed to assess the clinical effect of an additional liver contrast-enhanced MRI on local treatment plan in patients with colorectal liver metastases amenable to local treatment, based on contrast-enhanced CT. METHODS We did an international, multicentre, prospective, incremental diagnostic accuracy trial in 14 liver surgery centres in the Netherlands, Belgium, Norway, and Italy. Participants were aged 18 years or older with histological proof of colorectal cancer, a WHO performance status score of 0-4, and primary or recurrent colorectal liver metastases, who were scheduled for local therapy based on contrast-enhanced CT. All patients had contrast-enhanced CT and liver contrast-enhanced MRI including diffusion-weighted imaging and gadoxetic acid as a contrast agent before undergoing local therapy. The primary outcome was change in the local clinical treatment plan (decided by the individual clinics) on the basis of liver contrast-enhanced MRI findings, analysed in the intention-to-image population. The minimal clinically important difference in the proportion of patients who would have change in their local treatment plan due to an additional liver contrast-enhanced MRI was 10%. This study is closed and registered in the Netherlands Trial Register, NL8039. FINDINGS Between Dec 17, 2019, and July 31, 2021, 325 patients with colorectal liver metastases were assessed for eligibility. 298 patients were enrolled and included in the intention-to-treat population, including 177 males (59%) and 121 females (41%) with planned local therapy based on contrast-enhanced CT. A change in the local treatment plan based on liver contrast-enhanced MRI findings was observed in 92 (31%; 95% CI 26-36) of 298 patients. Changes were made for 40 patients (13%) requiring more extensive local therapy, 11 patients (4%) requiring less extensive local therapy, and 34 patients (11%) in whom the indication for curative-intent local therapy was revoked, including 26 patients (9%) with too extensive disease and eight patients (3%) with benign lesions on liver contrast-enhanced MRI (confirmed by a median follow-up of 21·0 months [IQR 17·5-24·0]). INTERPRETATION Liver contrast-enhanced MRI should be considered in all patients scheduled for local treatment for colorectal liver metastases on the basis of contrast-enhanced CT imaging. FUNDING The Dutch Cancer Society and Bayer AG - Pharmaceuticals.
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Affiliation(s)
- Burak Görgec
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Ingrid S Hansen
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway; The Intervention Centre, Oslo University Hospital-Rikshospitalet, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Gunter Kemmerich
- Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - Trygve Syversveen
- Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - Mohammed Abu Hilal
- Department of Surgery, Poliambulanza Foundation Hospital, Brescia, Italy
| | - Eric J T Belt
- Department of Surgery, Albert Schweitzer Hospital, Dordrecht, Netherlands
| | - Koop Bosscha
- Department of Surgery, Jeroen Bosch Hospital, 's-Hertogenbosch, Netherlands
| | - Mark C Burgmans
- Department of Radiology, Leiden University Medical Centre, Leiden, Netherlands
| | | | - Mathieu D'Hondt
- Department of Digestive and Hepatobiliary/Pancreatic Surgery, Groeninge Hospital, Kortrijk, Belgium
| | - Bjørn Edwin
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway; The Intervention Centre, Oslo University Hospital-Rikshospitalet, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Arian R van Erkel
- Department of Radiology, Leiden University Medical Centre, Leiden, Netherlands
| | - Hugo A J Gielkens
- Department of Radiology, Medical Spectrum Twente, Enschede, Netherlands
| | - Dirk J Grünhagen
- Department of Surgical Oncology, Erasmus Medical Centre, Rotterdam, Netherlands; Erasmus Medical Centre Cancer Institute, Erasmus Medical Centre, Rotterdam, Netherlands
| | | | - Henk H Hartgrink
- Department of Surgery, Leiden University Medical Centre, Leiden, Netherlands
| | - Karin Horsthuis
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | | | - Niels F M Kok
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Peter A M Kint
- Department of Radiology, Amphia Hospital, Breda, Netherlands
| | - Koert Kuhlmann
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Daan J Lips
- Department of Surgery, Medical Spectrum Twente, Enschede, Netherlands
| | - Bart Lutin
- Department of Radiology, Groeninge Hospital, Kortrijk, Belgium
| | - Monique Maas
- Department of Radiology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Martijn Meijerink
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Yannick Meyer
- Department of Surgical Oncology, Erasmus Medical Centre, Rotterdam, Netherlands; Erasmus Medical Centre Cancer Institute, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Mario Morone
- Department of Radiology, Poliambulanza Foundation Hospital, Brescia, Italy
| | - Jan Peringa
- Department of Radiology, OLVG, Amsterdam, Netherlands
| | - Jasper P Sijberden
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Otto M van Delden
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Janneke E van den Bergh
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Inge J S Vanhooymissen
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Maarten Vermaas
- Department of Surgery, IJsselland Hospital, Capelle aan den IJssel, Netherlands
| | | | - Marcel G W Dijkgraaf
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Amsterdam Public Health, Methodology, Amsterdam, Netherlands
| | - Patrick M Bossuyt
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Rutger-Jan Swijnenburg
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Surgery, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Åsmund A Fretland
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway; The Intervention Centre, Oslo University Hospital-Rikshospitalet, Oslo, Norway
| | - Cornelis Verhoef
- Department of Surgical Oncology, Erasmus Medical Centre, Rotterdam, Netherlands; Erasmus Medical Centre Cancer Institute, Erasmus Medical Centre, Rotterdam, Netherlands
| | - Marc G Besselink
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Jaap Stoker
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Cancer Centre Amsterdam, Amsterdam, Netherlands.
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10
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Cohen R, Platell CF. Metachronous colorectal cancer metastasis: Who, what, when and what to do about it. J Surg Oncol 2024; 129:71-77. [PMID: 37458102 DOI: 10.1002/jso.27400] [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: 06/28/2023] [Accepted: 07/10/2023] [Indexed: 07/18/2023]
Abstract
Metachronous colorectal cancer (CRC) metastasis occurs due to micrometastatic disease, in up to 23% of patients who have undergone curative-intent treatment. Metachronous metastasis tends to occur within 2 years of initial treatment. Diagnosis relies on posttreatment surveillance strategies. Care for patients with metachronous CRC metastasis is complex and requires careful multidisciplinary consideration. Those with isolated and technically resectable diseases are recommended to undergo metastasectomy with adjunct chemotherapy, however, survival, even after curative-intent resection, is poor.
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Affiliation(s)
- Ryan Cohen
- School of Biomedical Sciences, The University of Western Australia, Perth, Western Australia, Australia
- Colorectal Cancer Unit, St John of God Subiaco Hospital, Perth, Western Australia, Australia
| | - Cameron F Platell
- Colorectal Cancer Unit, St John of God Subiaco Hospital, Perth, Western Australia, Australia
- School of Medicine, The University of Western Australia, Perth, Western Australia, Australia
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11
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Choi AS, Moon TJ, Abuhashim W, Bhalotia A, Qian H, Paulsen KE, Lorkowski M, Ndamira C, Gopalakrishnan R, Krishnamurthy A, Schiemann WP, Karathanasis E. Can targeted nanoparticles distinguish cancer metastasis from inflammation? J Control Release 2023; 362:812-819. [PMID: 37011838 PMCID: PMC10548349 DOI: 10.1016/j.jconrel.2023.03.054] [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: 12/13/2022] [Revised: 03/11/2023] [Accepted: 03/30/2023] [Indexed: 04/05/2023]
Abstract
Targeting ligands have been widely used to increase the intratumoral accumulation of nanoparticles and their uptake by cancer cells. However, these ligands aim at targets that are often also upregulated in inflamed tissues. Here, we assessed the ability of targeted nanoparticles to distinguish metastatic cancer from sites of inflammation. Using common targeting ligands and a 60-nm liposome as a representative nanoparticle, we generated three targeted nanoparticle (NP) variants that targeted either fibronectin, folate, or αvβ3 integrin, whose deposition was compared against that of standard untargeted NP. Using fluorescently labeled NPs and ex vivo fluorescence imaging of organs, we assessed the deposition of the NPs into the lungs of mice modeling 4 different biological landscapes, including healthy lungs, aggressive metastasis in lungs, dormant/latent metastasis in lungs, and lungs with general pulmonary inflammation. Among the four NP variants, fibronectin-targeting NP and untargeted NP exhibited the highest deposition in lungs harboring aggressive metastases. However, the deposition of all targeted NP variants in lungs with metastasis was similar to the deposition in lungs with inflammation. Only the untargeted NP was able to exhibit higher deposition in metastasis than inflammation. Moreover, flow-cytometry analysis showed all NP variants accumulated predominantly in immune cells rather than cancer cells. For example, the number of NP+ macrophages and dendritic cells was 16-fold greater than NP+ cancer cells in the case of fibronectin-targeting NP. Overall, targeted NPs were unable to distinguish cancer metastasis from general inflammation, which may have clinical implications to the nanoparticle-mediated delivery of cancer drugs.
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Affiliation(s)
- Andrew S Choi
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - Taylor J Moon
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - Walid Abuhashim
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - Anubhuti Bhalotia
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - Huikang Qian
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - Kai E Paulsen
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - Morgan Lorkowski
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - Crystal Ndamira
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - Ramamurthy Gopalakrishnan
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - Animesha Krishnamurthy
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - William P Schiemann
- Department of Biochemistry, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America; Case Comprehensive Cancer Center, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America
| | - Efstathios Karathanasis
- Department of Biomedical Engineering, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America; Case Comprehensive Cancer Center, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, United States of America.
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12
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Grazzini G, Danti G, Chiti G, Giannessi C, Pradella S, Miele V. Local Recurrences in Rectal Cancer: MRI vs. CT. Diagnostics (Basel) 2023; 13:2104. [PMID: 37370997 DOI: 10.3390/diagnostics13122104] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/03/2023] [Accepted: 06/14/2023] [Indexed: 06/29/2023] Open
Abstract
Rectal cancers are often considered a distinct disease from colon cancers as their survival and management are different. Particularly, the risk for local recurrence (LR) is greater than in colon cancer. There are many factors predisposing to LR such as postoperative histopathological features or the mesorectal plane of surgical resection. In addition, the pattern of LR in rectal cancer has a prognostic significance and an important role in the choice of operative approach and. Therefore, an optimal follow up based on imaging is critical in rectal cancer. The aim of this review is to analyse the risk and the pattern of local recurrences in rectal cancer and to provide an overview of the role of imaging in early detection of LRs. We performed a literature review of studies published on Web of Science and MEDLINE up to January 2023. We also reviewed the current guidelines of National Comprehensive Cancer Network (NCCN) and the European Society for Medical Oncology (ESMO). Although the timing and the modality of follow-up is not yet established, the guidelines usually recommend a time frame of 5 years post surgical resection of the rectum. Computed Tomography (CT) scans and/or Magnetic Resonance Imaging (MRI) are the main imaging techniques recommended in the follow-up of these patients. PET-CT is not recommended by guidelines during post-operative surveillance and it is generally used for problem solving.
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Affiliation(s)
- Giulia Grazzini
- Department of Emergency Radiology, University Hospital Careggi, Largo Brambilla 3, 50134 Florence, Italy
| | - Ginevra Danti
- Department of Emergency Radiology, University Hospital Careggi, Largo Brambilla 3, 50134 Florence, Italy
| | - Giuditta Chiti
- Department of Emergency Radiology, University Hospital Careggi, Largo Brambilla 3, 50134 Florence, Italy
| | - Caterina Giannessi
- Department of Emergency Radiology, University Hospital Careggi, Largo Brambilla 3, 50134 Florence, Italy
| | - Silvia Pradella
- Department of Emergency Radiology, University Hospital Careggi, Largo Brambilla 3, 50134 Florence, Italy
| | - Vittorio Miele
- Department of Emergency Radiology, University Hospital Careggi, Largo Brambilla 3, 50134 Florence, Italy
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13
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Ammendola M, Filice F, Battaglia C, Romano R, Manti F, Minici R, de'Angelis N, Memeo R, Laganà D, Navarra G, Montemurro S, Currò G. Left hemicolectomy and low anterior resection in colorectal cancer patients: Knight-griffen vs. transanal purse-string suture anastomosis with no-coil placement. Front Surg 2023; 10:1093347. [PMID: 37139187 PMCID: PMC10149919 DOI: 10.3389/fsurg.2023.1093347] [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: 11/08/2022] [Accepted: 03/29/2023] [Indexed: 05/05/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is considered one of the most frequent neoplasms of the digestive tract with a high mortality rate. Left hemicolectomy (LC) and low anterior resection (LAR) with minimally invasive laparoscopic and robotic approaches or with the open technique are the gold standard curative treatment. MATERIALS AND METHODS Seventy-seven patients diagnosed with CRC were recruited between September 2017 and September 2021. All patients underwent a preoperative staging with a full-body CT scan. The goal of this study was to compare both types of surgeries, LC-LAR LS with Knight-Griffen colorectal anastomosis and LC-LAR open with Trans-Anal Purse-String Suture Anastomosis (the TAPSSA group), by positioning a No-Coil transanal tube (SapiMed Spa, Alessandria, Italy), in terms of postoperative complications such as prolonged postoperative ileus (PPOI), anastomotic leak (AL), postoperative ileus (POI), and hospital stay. RESULTS The patients were divided into two groups: the first with 39 patients who underwent LC and LAR in LS with Knight-Griffen anastomosis (Knight-Griffen group) and the second with 38 patients who underwent LC and LAR by the open technique with the TAPSSA group. Only one patient who underwent the open technique suffered AL. POI was 3.76 ± 1.7 days in the TAPSSA group and 3.07 ± 1.3 days in the Knight-Griffen group. There were no statistically significant differences in terms of AL and POI between the two different groups. CONCLUSION The important point that preliminarily emerged from this retrospective study was that the two different techniques showed similarities in terms of AL and POI, and therefore, all the advantages reported in the previous studies pertaining to No-Coil also hold good in this study regardless of the surgical technique used. However, randomized controlled trials are needed to confirm these findings.
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Affiliation(s)
- Michele Ammendola
- Science of Health Department, Digestive Surgery Unit, University “Magna Graecia” Medical School, Catanzaro, Italy
| | - Francesco Filice
- Science of Health Department, Digestive Surgery Unit, University “Magna Graecia” Medical School, Catanzaro, Italy
| | - Caterina Battaglia
- Radiology Division, Department of Experimental and Clinical Medicine, University Hospital Mater Domini, “Magna Graecia” University of Catanzaro, Catanzaro, Italy
| | - Roberto Romano
- Science of Health Department, Digestive Surgery Unit, University “Magna Graecia” Medical School, Catanzaro, Italy
| | - Francesco Manti
- Radiology Division, Department of Experimental and Clinical Medicine, University Hospital Mater Domini, “Magna Graecia” University of Catanzaro, Catanzaro, Italy
| | - Roberto Minici
- Radiology Division, Department of Experimental and Clinical Medicine, University Hospital Mater Domini, “Magna Graecia” University of Catanzaro, Catanzaro, Italy
| | - Nicola de'Angelis
- Unit of Colorectal and Digestive Surgery, DIGEST Department, Beaujon University Hospital (AP-HP), University Paris Cité, Clichy, France
| | - Riccardo Memeo
- Hepato-Biliary and Pancreatic Surgical Unit, “F. Miulli” Hospital, Acquaviva Delle Fonti, Bari, Italy
| | - Domenico Laganà
- Radiology Division, Department of Experimental and Clinical Medicine, University Hospital Mater Domini, “Magna Graecia” University of Catanzaro, Catanzaro, Italy
| | - Giuseppe Navarra
- Department of Human Pathology of Adult and Evolutive Age, Surgical Oncology Division, “G. Martino” Hospital, University of Messina, Messina, Italy
| | - Severino Montemurro
- Science of Health Department, Digestive Surgery Unit, University “Magna Graecia” Medical School, Catanzaro, Italy
| | - Giuseppe Currò
- Science of Health Department, General Surgery Unit, University “Magna Graecia” Medical School, Catanzaro, Italy
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14
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Georgilis E, Gavriatopoulou M, Tsilimigras DI, Malandrakis P, Theodosopoulos T, Ntanasis-Stathopoulos I. Optimizing Adjuvant Therapy after Surgery for Colorectal Cancer Liver Metastases: A Systematic Review. J Clin Med 2023; 12:jcm12062401. [PMID: 36983401 PMCID: PMC10051548 DOI: 10.3390/jcm12062401] [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: 12/21/2022] [Revised: 03/09/2023] [Accepted: 03/19/2023] [Indexed: 03/30/2023] Open
Abstract
The liver is the most common site of colorectal cancer metastatic spread. Although metastasectomy is the gold standard for fit patients with resectable colorectal cancer liver metastases (CRLMs), their management after surgical treatment remains controversial. The objective of this systematic review was to collate the currently available data of the agents used in the adjuvant setting in order to define the most optimal therapeutic strategy. A systematic review of the literature was conducted by searching PubMed/Medline and Cochrane library databases. We included studies that evaluated the efficacy, the tolerability and the safety profile of various chemotherapeutic agents that are used as adjuvant treatment after surgical resection of CRLMs. The outcomes of interest were regression-free survival (RFS), disease-free survival (DFS), overall survival (OS) and severe toxicities. From 543 initial articles, 29 publications with 7028 patients were finally included. In general, the results of the eligible studies indicated that adjuvant therapy after resection of CRLMs led to improved RFS/DFS rates, but this benefit did not contribute to a statistically significant prolongation of OS. Moreover, the choice of the therapeutic strategy, namely systematic or regional chemotherapy or the combination of both, did not seem to have a differential impact on patient outcomes. However, these results should be interpreted with caution since the majority of the chosen studies are of low or moderate quality. In this context, further high-quality clinical trials conducted on patient sub-populations with modern therapies are required in order to reduce in-study and between-study heterogeneity and determine which patients are expected to derive the maximum benefit from adjuvant therapy after surgery for CRLMs.
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Affiliation(s)
- Emmanouil Georgilis
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Maria Gavriatopoulou
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Diamantis I Tsilimigras
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Panagiotis Malandrakis
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Theodosios Theodosopoulos
- Second Department of Surgery, Aretaieion University Hospital, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Ioannis Ntanasis-Stathopoulos
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
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15
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Chen J, Cheung HMC, Karanicolas PJ, Coburn NG, Martel G, Lee A, Patel C, Milot L, Martel AL. A radiomic biomarker for prognosis of resected colorectal cancer liver metastases generalizes across MRI contrast agents. Front Oncol 2023; 13:898854. [PMID: 36816920 PMCID: PMC9932499 DOI: 10.3389/fonc.2023.898854] [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: 03/17/2022] [Accepted: 01/23/2023] [Indexed: 02/05/2023] Open
Abstract
Introduction Contrast-enhanced MRI is routinely performed as part of preoperative work-up for patients with Colorectal Cancer Liver Metastases (CRLM). Radiomic biomarkers depicting the characteristics of CRLMs in MRI have been associated with overall survival (OS) of patients, but the reproducibility and clinical applicability of these biomarkers are limited due to the variations in MRI protocols between hospitals. Methods In this work, we propose a generalizable radiomic model for predicting OS of CRLM patients who received preoperative chemotherapy and delayed-phase contrast enhanced (DPCE) MRIs prior to hepatic resection. This retrospective two-center study included three DPCE MRI cohorts (n=221) collected between January 2006 and December 2012. A 10-minute delayed Gd-DO3A-butrol enhanced MRI discovery cohort was used to select features based on robustness across contrast agents, correlation with OS and pairwise Pearson correlation, and to train a logistic regression model that predicts 3-year OS. Results The model was evaluated on a 10-minute delayed Gd-DO3A-butrol enhanced MRI validation cohort (n=121), a 20-minute delayed Gd-EOB-DTPA (n=72) cohort from the same institute, and a 5-minute delayed Gd-DTPA cohort (n=28) from an independent institute. Two features were selected: minor axis length and dependence variance. The radiomic signature model stratified high-risk and low-risk CRLM groups in the Gd-DO3Abutrol (HR = 6.29, p = .007), Gd-EOB-DTPA (HR = 3.54, p = .003) and Gd-DTPA (HR = 3.16, p = .04) validation cohorts. Discussion While most existing MRI findings focus on a specific contrast agent, our study shows the potential of MRI features to be generalizable across main-stream contrast agents at delayed phase.
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Affiliation(s)
- Jianan Chen
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada,Sunnybrook Health Sciences Center, Toronto, ON, Canada
| | - Helen M. C. Cheung
- Sunnybrook Health Sciences Center, Toronto, ON, Canada,Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Paul J. Karanicolas
- Sunnybrook Health Sciences Center, Toronto, ON, Canada,Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Natalie G. Coburn
- Sunnybrook Health Sciences Center, Toronto, ON, Canada,Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Guillaume Martel
- Department of Surgery, University of Ottawa, Ottawa, ON, Canada,Division of General Surgery, The Ottawa Hospital, Ottawa, ON, Canada
| | - Albert Lee
- Sunnybrook Health Sciences Center, Toronto, ON, Canada,Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Chirag Patel
- Sunnybrook Health Sciences Center, Toronto, ON, Canada,Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Laurent Milot
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Anne L. Martel
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada,Sunnybrook Health Sciences Center, Toronto, ON, Canada,*Correspondence: Anne L. Martel,
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Oppenheimer J, Bressem KK, Elsholtz FHJ, Hamm B, Niehues SM. Can optimized model-based iterative reconstruction improve the contrast of liver lesions in CT? Acta Radiol 2023; 64:42-50. [PMID: 34985369 PMCID: PMC9780754 DOI: 10.1177/02841851211070119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND Computed tomography is a standard imaging procedure for the detection of liver lesions, such as metastases, which can often be small and poorly contrasted, and therefore hard to detect. Advances in image reconstruction have shown promise in reducing image noise and improving low-contrast detectability. PURPOSE To examine a novel, specialized, model-based iterative reconstruction (MBIR) technique for improved low-contrast liver lesion detection. MATERIAL AND METHODS Patient images with reported poorly contrasted focal liver lesions were retrospectively reconstructed with the low-contrast attenuating algorithm (FIRST-LCD) from primary raw data. Liver-to-lesion contrast, signal-to-noise, and contrast-to-noise ratios for background and liver noise for each lesion were compared for all three FIRST-LCD presets with the established hybrid iterative reconstruction method (AIDR-3D). An additional visual conspicuity score was given by two experienced radiologists for each lesion. RESULTS A total of 82 lesions in 57 examinations were included in the analysis. All three FIRST-LCD algorithms provided statistically significant increases in liver-to-lesion contrast, with FIRSTMILD showing the largest increase (40.47 HU in AIDR-3D; 45.84 HU in FIRSTMILD; P < 0.001). Substantial improvement was shown in contrast-to-noise metrics. Visual analysis of the lesions shows decreased lesion visibility with all FIRST methods in comparison to AIDR-3D, with FIRSTSTR showing the closest results (P < 0.001). CONCLUSION Objective image metrics show promise for MBIR methods in improving the detectability of low-contrast liver lesions; however, subjective image quality may be perceived as inferior. Further improvements are necessary to enhance image quality and lesion detection.
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Affiliation(s)
- Jonas Oppenheimer
- Department of Radiology, Charité, Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany ,Jonas Oppenheimer, Charité – Universitätsmedizin Berlin, Clinic for Radiology Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany.
| | - Keno Kyrill Bressem
- Department of Radiology, Charité, Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany ,Berlin Institute of Health at Charité, Universitätsmedizin Berlin, Berlin, Germany
| | - Fabian Henry Jürgen Elsholtz
- Department of Radiology, Charité, Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Bernd Hamm
- Department of Radiology, Charité, Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Stefan Markus Niehues
- Department of Radiology, Charité, Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
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Zirakchian Zadeh M, Yeh R, Kunin HS, Kirov AS, Petre EN, Gönen M, Silk M, Cornelis FH, Soares KC, Ziv E, Solomon SB, Sotirchos VS, Sofocleous CT. Real-Time Split-Dose PET/CT-Guided Ablation Improves Colorectal Liver Metastasis Detection and Ablation Zone Margin Assessments without the Need for Repeated Contrast Injection. Cancers (Basel) 2022; 14:cancers14246253. [PMID: 36551738 PMCID: PMC9777508 DOI: 10.3390/cancers14246253] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/11/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Real-time split-dose PET can identify the targeted colorectal liver metastasis (CLM) and eliminate the need for repeated contrast administration before and during thermal ablation (TA). This study aimed to assess the added value of pre-ablation real-time split-dose PET when combined with non-contract CT in the detection of CLM for ablation and the evaluation of the ablation zone and margins. METHODS A total of 190 CLMs/125 participants from two IRB-approved prospective clinical trials using PET/CT-guided TA were analyzed. Based on detection on pre-TA imaging, CLMs were categorized as detectable, non-detectable, and of poor conspicuity on CT alone, and detectable, non-detectable, and low FDG-avidity on PET/CT after the initial dose. Ablation margins around the targeted CLM were evaluated using a 3D volumetric approach. RESULTS We found that 129/190 (67.9%) CLMs were detectable on CT alone, and 61/190 CLMs (32.1%) were undetectable or of poor conspicuity, not allowing accurate depiction and targeting by CT alone. Thus, the theoretical 5- and 10-mm margins could not be defined in these tumors (32.1%) using CT alone. When TA intraprocedural PET/CT images are obtained and inspected (fused PET/CT), only 4 CLM (2.1%) remained undetectable or had a low FDG avidity. CONCLUSIONS The addition of PET to non-contrast CT improved CLM detection for ablation targeting, margin assessments, and continuous depiction of the FDG avid CLMs during the ablation without the need for multiple intravenous contrast injections pre- and intra-procedurally.
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Affiliation(s)
- Mahdi Zirakchian Zadeh
- Interventional Radiology/Oncology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Randy Yeh
- Molecular Imaging and Therapy Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Henry S. Kunin
- Interventional Radiology/Oncology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Assen S. Kirov
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Elena N. Petre
- Interventional Radiology/Oncology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Mithat Gönen
- Biostatistics Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Mikhail Silk
- Interventional Radiology/Oncology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Francois H. Cornelis
- Interventional Radiology/Oncology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Kevin C. Soares
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Etay Ziv
- Interventional Radiology/Oncology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Stephen B. Solomon
- Interventional Radiology/Oncology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Vlasios S. Sotirchos
- Interventional Radiology/Oncology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Constantinos T. Sofocleous
- Interventional Radiology/Oncology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Correspondence:
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Doykov M, Kostov G, Dimov R. Surgical Management of Liver Metastases from Colorectal Cancer: A Single-Surgeon Preliminary Findings Report. Open Access Maced J Med Sci 2022. [DOI: 10.3889/oamjms.2022.10620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Introduction: Colorectal cancer is a significant medical and social problem. Approximately half of the patients with colorectal carcinoma develop liver metastasis. Most commonly, they are identified during the diagnostic process or the initial surgery. After the diagnostics, only 15% of the cases are referred to receive radical surgery. Liver resection in patients with hepatic metastases is the only way to improve their survival. Objective: To introduce a surgical strategy used for the treatment of colorectal liver metastases. Materials and Methods: The study included 539 patients who underwent surgery for colorectal carcinoma in the Department of Surgery at University Hospital "Kaspela" during the period 2014–2020. This data was collected from the patients' disease history. Results: Of the 539 patients with colorectal carcinoma, 74 (13.7%) were diagnosed with synchronous liver metastases. In 38 (51.3%) of the cases, the metastases were solitary, of which 21 were removed simultaneously and 17 at the follow-up stage. In 8 (10.8%) cases, more than one (2 to 3) solitary metastasis was established near the edges. They were also removed simultaneously. In 6 patients (8.1%), bi-lobar and peripherally localized solitary lesions were found, which were removed instantly and chemotherapy was administered. In 22 (29.7%) of the patients with multiple bi-lobar metastases, only a biopsy was performed, and surgery was carried out only in those affected by chemotherapy. Conclusion: The possibilities of simultaneous and stepwise liver resections were expanded by focusing on individual approach preferences and improving diagnostic methods, liver surgery techniques, and modern chemotherapy. This increased the survival rate of patients with colorectal liver metastases.
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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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20
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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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21
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Shi S, Chen Y, Yao X. NGA-Inspired Nanorobots-Assisted Detection of Multifocal Cancer. IEEE TRANSACTIONS ON CYBERNETICS 2022; 52:2787-2797. [PMID: 33055049 DOI: 10.1109/tcyb.2020.3024868] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
We propose a new framework of computing-inspired multifocal cancer detection procedure (MCDP). Under the rubric of MCDP, the tumor foci to be detected are regarded as solutions of the objective function, the tissue region around the cancer areas represents the parameter space, and the nanorobots loaded with contrast medium molecules for cancer detection correspond to the optimization agents. The process that the nanorobots detect tumors by swimming in the high-risk tissue region can be regarded as the process that the agents search for the solutions of an objective function in the parameter space with some constraints. For multimodal optimization (MMO) aiming to locate multiple optimal solutions in a single simulation run, the niche technology has been widely used. Specifically, the niche genetic algorithm (NGA) has been shown to be particularly effective in solving MMO. It can be used to identify the global optima of multiple hump functions in a running, effectively keep the diversity of the population, and prematurely avoid the genetic algorithm. Learning from the optimization procedure of NGA, we propose the NGA-inspired MCDP in order to locate the tumor targets efficiently while taking into account realistic in vivo propagation and controlling of nanorobots, which is different from the use scenario of the standard NGA. To improve the performance of the MCDP, we also modify the crossover operator of the original NGA from crossing within a population to crossing between two populations. Finally, we present comprehensive numerical examples to demonstrate the effectiveness of the NGA-inspired MCDP when the biological objective function is associated with the blood flow velocity profile caused by tumor-induced angiogenesis.
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22
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Hepatic Positron Emission Tomography: Applications in Metabolism, Haemodynamics and Cancer. Metabolites 2022; 12:metabo12040321. [PMID: 35448508 PMCID: PMC9026326 DOI: 10.3390/metabo12040321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 03/29/2022] [Accepted: 03/31/2022] [Indexed: 11/28/2022] Open
Abstract
Evaluating in vivo the metabolic rates of the human liver has been a challenge due to its unique perfusion system. Positron emission tomography (PET) represents the current gold standard for assessing non-invasively tissue metabolic rates in vivo. Here, we review the existing literature on the assessment of hepatic metabolism, haemodynamics and cancer with PET. The tracer mainly used in metabolic studies has been [18F]2-fluoro-2-deoxy-D-glucose (18F-FDG). Its application not only enables the evaluation of hepatic glucose uptake in a variety of metabolic conditions and interventions, but based on the kinetics of 18F-FDG, endogenous glucose production can also be assessed. 14(R,S)-[18F]fluoro-6-thia-Heptadecanoic acid (18F-FTHA), 11C-Palmitate and 11C-Acetate have also been applied for the assessment of hepatic fatty acid uptake rates (18F-FTHA and 11C-Palmitate) and blood flow and oxidation (11C-Acetate). Oxygen-15 labelled water (15O-H2O) has been used for the quantification of hepatic perfusion. 18F-FDG is also the most common tracer used for hepatic cancer diagnostics, whereas 11C-Acetate has also shown some promising applications in imaging liver malignancies. The modelling approaches used to analyse PET data and also the challenges in utilizing PET in the assessment of hepatic metabolism are presented.
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23
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Cheung AHY, Wu VWC, Cheung ALY, Cai J. Respiratory 4D-Gating F-18 FDG PET/CT Scan for Liver Malignancies: Feasibility in Liver Cancer Patient and Tumor Quantitative Analysis. Front Oncol 2022; 12:789506. [PMID: 35223472 PMCID: PMC8864173 DOI: 10.3389/fonc.2022.789506] [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: 10/05/2021] [Accepted: 01/12/2022] [Indexed: 11/18/2022] Open
Abstract
Purpose To evaluate the potential clinical role and effectiveness of respiratory 4D-gating F-18 FDG PET/CT scan for liver malignancies, relative to routine (3D) F-18 FDG PET/CT scan. Materials and Methods This study presented a prospective clinical study of 16 patients who received F-18 FDG PET/CT scan for known or suspected malignant liver lesions. Ethics approvals were obtained from the ethics committees of the Hong Kong Baptist Hospital and The Hong Kong Polytechnic University. Liver lesions were compared between the gated and ungated image sets, in terms of 1) volume measurement of PET image, 2) accuracy of maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), and 3) accuracy of total lesion glycoses (TLG). Statistical analysis was performed by using a two-tailed paired Student t-test and Pearson correlation test. Results The study population consisted of 16 patients (9 males and 7 females; mean age of 65) with a total number of 89 lesions. The SUVmax and SUVmean measurement of the gated PET images was more accurate than that of the ungated PET images, compared to the static reference images. An average of 21.48% (p < 0.001) reduction of the tumor volume was also observed. The SUVmax and SUVmean of the gated PET images were improved by 19.81% (p < 0.001) and 25.53% (p < 0.001), compared to the ungated PET images. Conclusions We have demonstrated the feasibility of implementing 4D PET/CT scan for liver malignancies in a prospective clinical study. The 4D PET/CT scan for liver malignancies could improve the quality of PET image by improving the SUV accuracy of the lesions and reducing image blurring. The improved accuracy in the classification and identification of liver tumors with 4D PET image would potentially lead to its increased utilization in target delineation of GTV, ITV, and PTV for liver radiotherapy treatment planning in the future.
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Affiliation(s)
- Anson H Y Cheung
- Department of Health Technology & Informatics, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China.,Radiotherapy and Oncology Department, Hong Kong Baptist Hospital, Hong Kong, Hong Kong SAR, China
| | - Vincent W C Wu
- Department of Health Technology & Informatics, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
| | - Andy L Y Cheung
- Department of Health Technology & Informatics, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China.,Department of Clinical Oncology, Queen Mary Hospital, Hong Kong, Hong Kong SAR, China
| | - Jing Cai
- Department of Health Technology & Informatics, The Hong Kong Polytechnic University, Hong Kong, Hong Kong SAR, China
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Polverari G, Penna D, Cassalia L, Deandreis D, Pelosi E. Diagnostic Applications of Nuclear Medicine: Colorectal Cancer. NUCLEAR ONCOLOGY 2022:919-932. [DOI: 10.1007/978-3-031-05494-5_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Haberman DM, Andriani OC, Segaran NL, Volpacchio MM, Micheli ML, Russi RH, Pérez Fernández IA. Role of CT in Two-Stage Liver Surgery. Radiographics 2022; 42:106-124. [PMID: 34990325 DOI: 10.1148/rg.210067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Complete resection is the only potentially curative treatment for primary or metastatic liver tumors. Improvements in surgical techniques such as conventional two-stage hepatectomy (TSH) with portal vein embolization and ALPPS (associating liver partition and portal vein ligation for staged hepatectomy) promote hypertrophy of the future liver remnant (FLR), expanding resection criteria to include patients with widespread hepatic disease who were formerly not considered candidates for resection. Radiologists are essential in the multidisciplinary approach required for TSH. In particular, multidetector CT has a critical role throughout the various stages of this surgical process. The aims of CT before the first stage of TSH are to define the feasibility of surgery, assess the number and location of liver tumors in relation to relevant anatomy, and provide a detailed anatomic evaluation, including vascular and biliary variants. Volume calculation with CT is also essential to determine if the FLR is sufficient to avoid posthepatectomy liver failure. The objectives of CT between the first and second stages of TSH are to recalculate liver volumes (ie, assess FLR hypertrophy) and depict expected liver changes and complications that could modify the surgical plan or preclude the second stage of definitive resection. In this review, the importance of CT throughout different stages of TSH is discussed and key observations that contribute to surgical planning are highlighted. In addition, the advantages and limitations of MRI for detection of liver metastases and assessment of complications are briefly described. ©RSNA, 2022.
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Affiliation(s)
- Diego M Haberman
- From the Body Imaging Section, Centro de Diagnóstico Rossi, Esmeralda 141, Buenos Aires C1035ABD, Argentina (D.M.H., M.M.V., M.L.M.); Oncosurgical HPB Unit, Sanatorio de los Arcos, Swiss Medical Group, HPB, Buenos Aires, Argentina (O.C.A., R.H.R., I.A.P.F.); and Department of Radiology, Mayo Clinic, Phoenix, Ariz (N.L.S.)
| | - Oscar C Andriani
- From the Body Imaging Section, Centro de Diagnóstico Rossi, Esmeralda 141, Buenos Aires C1035ABD, Argentina (D.M.H., M.M.V., M.L.M.); Oncosurgical HPB Unit, Sanatorio de los Arcos, Swiss Medical Group, HPB, Buenos Aires, Argentina (O.C.A., R.H.R., I.A.P.F.); and Department of Radiology, Mayo Clinic, Phoenix, Ariz (N.L.S.)
| | - Nicole L Segaran
- From the Body Imaging Section, Centro de Diagnóstico Rossi, Esmeralda 141, Buenos Aires C1035ABD, Argentina (D.M.H., M.M.V., M.L.M.); Oncosurgical HPB Unit, Sanatorio de los Arcos, Swiss Medical Group, HPB, Buenos Aires, Argentina (O.C.A., R.H.R., I.A.P.F.); and Department of Radiology, Mayo Clinic, Phoenix, Ariz (N.L.S.)
| | - Mariano M Volpacchio
- From the Body Imaging Section, Centro de Diagnóstico Rossi, Esmeralda 141, Buenos Aires C1035ABD, Argentina (D.M.H., M.M.V., M.L.M.); Oncosurgical HPB Unit, Sanatorio de los Arcos, Swiss Medical Group, HPB, Buenos Aires, Argentina (O.C.A., R.H.R., I.A.P.F.); and Department of Radiology, Mayo Clinic, Phoenix, Ariz (N.L.S.)
| | - Maria Lucrecia Micheli
- From the Body Imaging Section, Centro de Diagnóstico Rossi, Esmeralda 141, Buenos Aires C1035ABD, Argentina (D.M.H., M.M.V., M.L.M.); Oncosurgical HPB Unit, Sanatorio de los Arcos, Swiss Medical Group, HPB, Buenos Aires, Argentina (O.C.A., R.H.R., I.A.P.F.); and Department of Radiology, Mayo Clinic, Phoenix, Ariz (N.L.S.)
| | - Rodolfo H Russi
- From the Body Imaging Section, Centro de Diagnóstico Rossi, Esmeralda 141, Buenos Aires C1035ABD, Argentina (D.M.H., M.M.V., M.L.M.); Oncosurgical HPB Unit, Sanatorio de los Arcos, Swiss Medical Group, HPB, Buenos Aires, Argentina (O.C.A., R.H.R., I.A.P.F.); and Department of Radiology, Mayo Clinic, Phoenix, Ariz (N.L.S.)
| | - Ignacio A Pérez Fernández
- From the Body Imaging Section, Centro de Diagnóstico Rossi, Esmeralda 141, Buenos Aires C1035ABD, Argentina (D.M.H., M.M.V., M.L.M.); Oncosurgical HPB Unit, Sanatorio de los Arcos, Swiss Medical Group, HPB, Buenos Aires, Argentina (O.C.A., R.H.R., I.A.P.F.); and Department of Radiology, Mayo Clinic, Phoenix, Ariz (N.L.S.)
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Stavrou GA, Stang A, Raptis DA, Schadde E, Zeile M, Brüning R, Wagner KC, Huber TM, Oldhafer KJ. Intraoperative (Contrast-Enhanced) Ultrasound Has the Highest Diagnostic Accuracy of Any Imaging Modality in Resection of Colorectal Liver Metastases. J Gastrointest Surg 2021; 25:3160-3169. [PMID: 34159555 DOI: 10.1007/s11605-021-04925-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 01/14/2021] [Indexed: 01/31/2023]
Abstract
AIM Defining sensitivity, specificity, diagnostic accuracy for detection of colorectal liver metastases in imaging compared to intraoperative assessment. Defining a cutoff, where accuracy of detection is impaired. METHODS Prospective single-institution clinical trial (clinicaltrials.gov: NCT01522209). Patients underwent CEUS, MDCT, and 3 Tesla EOB-MRI within 2 weeks preoperatively. Intraoperative palpation, IOUS, and CEIOUS were performed. A patient and lesion-based database was analyzed for accuracy of detection of CEUS, CT, MRI, and Palp/IOUS/CEIOUS combined read. Histology was standard of reference. RESULTS Forty-seven high tumor load (mean 5, 4 lesions) patients were analyzed. Histopathology confirmed 264 lesions (245 malignant: 19 benign). Accuracy for detection of all lesions: CEUS 63%, CT 71%, MRI 92%, and PALP/IOUS/CEIOUS 98%. ROC analysis for lesion size showed severe impairment of accuracy in lesion detection smaller than 5mm. Intraoperative imaging was not impaired by lesion size. Patient-based analysis revealed a change of resection plan after IOUS/CEIOUS in 35% of patients. CONCLUSION At 5-mm lesion size, preoperative imaging shows a drop in accuracy of detection. In patients with multiple lesions, addition of MRI to MDCT seems useful. Accuracy of intraoperative ultrasound is not impacted by lesion size and should be mandatory. CEIOUS can improve intraoperative decision-making. TRIAL REGISTRATION Study registered with clinicaltrials.gov : NCT01522209.
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Affiliation(s)
- Gregor A Stavrou
- Department of General, Visceral and Thoracic Surgery, Surgical Oncology, Klinikum Saarbruecken General Hospital, Saarbruecken, Germany. .,Semmelweis Medical Faculty, Asklepios Campus Hamburg, Hamburg, Germany.
| | - Axel Stang
- Semmelweis Medical Faculty, Asklepios Campus Hamburg, Hamburg, Germany.,Department of Medical Oncology, Asklepios Hospital Barmbek, Hamburg, Germany
| | - Dimitri A Raptis
- Department of Surgery and Liver Transplantation, Royal Free Hospital, London, UK
| | - Erik Schadde
- Department of Surgery, Division of Surgical Oncology and Division of Transplant Surgery, Rush University Medical Center, Chicago, IL, USA.,Institute of Physiology, University of Zürich Campus Irchel, Zürich, Switzerland.,Department of Surgery, Cantonal Hospital Winterthur, Winterthur, Switzerland
| | - Martin Zeile
- Department of Radiology, Marienkrankenhaus Hamburg, Hamburg, Germany
| | - Roland Brüning
- Department of Radiology, Asklepios Hospital Barmbek, Hamburg, Germany
| | - Kim C Wagner
- Department of General and Visceral Surgery, Surgical Oncology, Asklepios Hospital Barmbek, Hamburg, Germany
| | - Tessa M Huber
- Department of General and Visceral Surgery, Surgical Oncology, Asklepios Hospital Barmbek, Hamburg, Germany
| | - Karl J Oldhafer
- Semmelweis Medical Faculty, Asklepios Campus Hamburg, Hamburg, Germany.,Department of General and Visceral Surgery, Surgical Oncology, Asklepios Hospital Barmbek, Hamburg, Germany
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Görgec B, Hansen I, Kemmerich G, Syversveen T, Abu Hilal M, Belt EJT, Bisschops RHC, Bollen TL, Bosscha K, Burgmans MC, Cappendijk V, De Boer MT, D'Hondt M, Edwin B, Gielkens H, Grünhagen DJ, Gillardin P, Gobardhan PD, Hartgrink HH, Horsthuis K, Kok NFM, Kint PAM, Kruimer JWH, Leclercq WKG, Lips DJ, Lutin B, Maas M, Marsman HA, Morone M, Pennings JP, Peringa J, Te Riele WW, Vermaas M, Wicherts D, Willemssen FEJA, Zonderhuis BM, Bossuyt PMM, Swijnenburg RJ, Fretland ÅA, Verhoef C, Besselink MG, Stoker J. Clinical added value of MRI to CT in patients scheduled for local therapy of colorectal liver metastases (CAMINO): study protocol for an international multicentre prospective diagnostic accuracy study. BMC Cancer 2021; 21:1116. [PMID: 34663243 PMCID: PMC8524830 DOI: 10.1186/s12885-021-08833-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 10/04/2021] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Abdominal computed tomography (CT) is the standard imaging method for patients with suspected colorectal liver metastases (CRLM) in the diagnostic workup for surgery or thermal ablation. Diffusion-weighted and gadoxetic-acid-enhanced magnetic resonance imaging (MRI) of the liver is increasingly used to improve the detection rate and characterization of liver lesions. MRI is superior in detection and characterization of CRLM as compared to CT. However, it is unknown how MRI actually impacts patient management. The primary aim of the CAMINO study is to evaluate whether MRI has sufficient clinical added value to be routinely added to CT in the staging of CRLM. The secondary objective is to identify subgroups who benefit the most from additional MRI. METHODS In this international multicentre prospective incremental diagnostic accuracy study, 298 patients with primary or recurrent CRLM scheduled for curative liver resection or thermal ablation based on CT staging will be enrolled from 17 centres across the Netherlands, Belgium, Norway, and Italy. All study participants will undergo CT and diffusion-weighted and gadoxetic-acid enhanced MRI prior to local therapy. The local multidisciplinary team will provide two local therapy plans: first, based on CT-staging and second, based on both CT and MRI. The primary outcome measure is the proportion of clinically significant CRLM (CS-CRLM) detected by MRI not visible on CT. CS-CRLM are defined as liver lesions leading to a change in local therapeutical management. If MRI detects new CRLM in segments which would have been resected in the original operative plan, these are not considered CS-CRLM. It is hypothesized that MRI will lead to the detection of CS-CRLM in ≥10% of patients which is considered the minimal clinically important difference. Furthermore, a prediction model will be developed using multivariable logistic regression modelling to evaluate the predictive value of patient, tumor and procedural variables on finding CS-CRLM on MRI. DISCUSSION The CAMINO study will clarify the clinical added value of MRI to CT in patients with CRLM scheduled for local therapy. This study will provide the evidence required for the implementation of additional MRI in the routine work-up of patients with primary and recurrent CRLM for local therapy. TRIAL REGISTRATION The CAMINO study was registered in the Netherlands National Trial Register under number NL8039 on September 20th 2019.
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Affiliation(s)
- B Görgec
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands.,Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - I Hansen
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway.,The Intervention Centre, Oslo University Hospital - Rikshospitalet, Oslo, Norway
| | - G Kemmerich
- Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - T Syversveen
- Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - M Abu Hilal
- Department of Surgery, Poliambulanza Foundation Hospital, Brescia, Italy
| | - E J T Belt
- Department of Surgery, Albert Schweitzer Hospital, Dordrecht, The Netherlands
| | - R H C Bisschops
- Department of Radiology, Albert Schweitzer Hospital, Dordrecht, The Netherlands
| | - T L Bollen
- Department of Radiology, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - K Bosscha
- Department of Surgery, Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands
| | - M C Burgmans
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - V Cappendijk
- Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands
| | - M T De Boer
- Department of Surgery, University Medical Centre Groningen, Groningen, The Netherlands
| | - M D'Hondt
- Department of Digestive and Hepatobiliary/Pancreatic Surgery, Groeninge Hospital, Kortrijk, Belgium
| | - B Edwin
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway.,The Intervention Centre, Oslo University Hospital - Rikshospitalet, Oslo, Norway
| | - H Gielkens
- Department of Radiology, Medical Spectrum Twente, Enschede, The Netherlands
| | - D J Grünhagen
- Department of Surgical Oncology, Erasmus Medical Center, Rotterdam, The Netherlands.,Erasmus MC Cancer Institute, Erasmus Medical Center, Rotterdam, The Netherlands
| | - P Gillardin
- Department of Radiology, Hospital Oost-Limburg, Genk, Belgium
| | - P D Gobardhan
- Department of Surgery, Amphia Hospital, Breda, The Netherlands
| | - H H Hartgrink
- Department of Surgery, Leiden University Medical Centre, Leiden, The Netherlands
| | - K Horsthuis
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - N F M Kok
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - P A M Kint
- Department of Radiology, Amphia Hospital, Breda, The Netherlands
| | - J W H Kruimer
- Department of Radiology, Máxima Medical Centre, Veldhoven, The Netherlands
| | - W K G Leclercq
- Department of Surgery, Máxima Medical Centre, Veldhoven, The Netherlands
| | - D J Lips
- Department of Surgery, Medical Spectrum Twente, Enschede, The Netherlands
| | - B Lutin
- Department of Radiology, Groeninge Hospital, Kortrijk, Belgium
| | - M Maas
- Department of Radiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - H A Marsman
- Department of Surgery, OLVG, Amsterdam, The Netherlands
| | - M Morone
- Department of Radiology, Poliambulanza Foundation Hospital, Brescia, Italy
| | - J P Pennings
- Department of Radiology, University Medical Centre Groningen, Groningen, The Netherlands
| | - J Peringa
- Department of Radiology, OLVG, Amsterdam, The Netherlands
| | - W W Te Riele
- Department of Surgery, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - M Vermaas
- Department of Surgery, IJsselland Hospital, Capelle aan den IJssel, The Netherlands
| | - D Wicherts
- Department of Surgery, Hospital Oost-Limburg, Genk, Belgium
| | - F E J A Willemssen
- Department of Radiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - B M Zonderhuis
- Department of Surgery, Amsterdam UMC, Vrije Universiteit, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - P M M Bossuyt
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - R J Swijnenburg
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands.,Department of Surgery, Amsterdam UMC, Vrije Universiteit, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Å A Fretland
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway.,The Intervention Centre, Oslo University Hospital - Rikshospitalet, Oslo, Norway
| | - C Verhoef
- Department of Surgical Oncology, Erasmus Medical Center, Rotterdam, The Netherlands.,Erasmus MC Cancer Institute, Erasmus Medical Center, Rotterdam, The Netherlands
| | - M G Besselink
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - J Stoker
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands.
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Missing colorectal liver metastases: the surgical challenge. Langenbecks Arch Surg 2021; 406:2163-2175. [PMID: 34590190 DOI: 10.1007/s00423-021-02297-4] [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: 02/08/2021] [Accepted: 08/04/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND New chemotherapy schemes have allowed for a better radiological response of unresectable colorectal liver metastases, leading to an interesting scenario known as a complete radiological response. The aim of this study was to review the current management of missing liver metastases (MLM) from the liver surgeon's point of view. METHODS A systematic search was conducted on all publications of PubMed and Embase between 2003 and 2018. Meta-analysis was performed on MLM resected/unresected. Residual tumor or regrowth and relapse-free survival were used as evaluation indices. RESULTS After literature search, 18 original articles were included for analysis. The predictive factors for MLM are type and duration of chemotherapy and size and number of lesions. Magnetic resonance is the most sensitive preoperative technique. Regarding clinical management, liver surgery is deemed the fundamental pillar in the therapeutic strategy of these patients. Meta-analysis due to data heterogeneity was inconclusive. CONCLUSIONS Depending on the clinical context, MLM monitoring appears to be a valid therapeutic alternative. Nevertheless, prospective randomized clinical studies are needed.
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29
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Zhang C, O'Shea A, Parente CA, Amorim BJ, Caravan P, Ferrone CR, Blaszkowsky LS, Soricelli A, Salvatore M, Groshar D, Bernstine H, Domachevsky L, Canamaque LG, Umutlu L, Ken H, Catana C, Mahmood U, Catalano OA. Evaluation of the Diagnostic Performance of Positron Emission Tomography/Magnetic Resonance for the Diagnosis of Liver Metastases. Invest Radiol 2021; 56:621-628. [PMID: 33813576 DOI: 10.1097/rli.0000000000000782] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE The aim of this study was to compare the performance of positron emission tomography (PET)/magnetic resonance (MR) versus stand-alone PET and stand-alone magnetic resonance imaging (MRI) in the detection and characterization of suspected liver metastases. MATERIALS AND METHODS This multi-institutional retrospective performance study was approved by the institutional review boards and was Health Insurance Portability and Accountability Act compliant, with waiver of informed consent. Seventy-nine patients with confirmed solid extrahepatic malignancies who underwent upper abdominal PET/MR between February 2017 and June 2018 were included. Where focal hepatic lesions were identified, the likelihood of a diagnosis of a liver metastasis was defined on an ordinal scale for MRI, PET, and PET/MRI by 3 readers: 1 nuclear medicine physician and 2 radiologists. The number of lesions per patient, lesion size, and involved hepatic segments were recorded. Proof of metastases was based on histopathologic correlation or clinical/imaging follow-up. Diagnostic performance was assessed using sensitivity, specificity, positive and negative predictive values, and receiver operator characteristic curve analysis. RESULTS A total of 79 patients (53 years, interquartile range, 50-68; 43 men) were included. PET/MR had a sensitivity of 95%, specificity of 97%, positive predictive value of 97%, and negative predictive value of 95%. The sensitivity, specificity, positive predictive value, and negative predictive value of MRI were 88%, 98%, 98%, and 90% and for PET were 83%, 97%, 97%, and 86%, respectively. The areas under the curve for PET/MRI, MRI, and PET were 95%, 92%, and 92%, respectively. CONCLUSIONS Contrast-enhanced PET/MR has a higher sensitivity and negative predictive value than either PET or MRI alone in the setting of suspected liver metastases. Fewer lesions were characterized as indeterminate by PET/MR in comparison with PET and MRI. This superior performance could potentially impact treatment and management decisions for patients with suspected liver metastases.
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Affiliation(s)
- Caiyuan Zhang
- From The Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Charlestown, and Department of Radiology, Xinhua Hospital, affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Aileen O'Shea
- Department of Radiology, Division of Abdominal Imaging, Massachusetts General Hospital, Boston
| | - Chiara Anna Parente
- IRCCS, Department of Radiology, The Institute for Hospitalization and Healthcare (IRCCS) SDN, Napoli, Italy
| | - Barbara Juarez Amorim
- Division of Nuclear Medicine, Department of Radiology, Faculdade de Ciências Médicas, Universidade Estadual de Campinas (Unicamp), Campinas, São Paulo, Brazil
| | - Peter Caravan
- The Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston
| | | | | | - Andrea Soricelli
- The Institute for Hospitalization and Healthcare (IRCCS) SDN, Napoli, Italy
| | - Marco Salvatore
- Department of Radiology and Nuclear Medicine, University Suor Orsola Benincasa and SDN IRCCS, Napoli, Italy
| | - David Groshar
- Department of Radiology and Nuclear Medicine, Assuta Medical Center and School of Medicine, Tel Aviv University, TLV, Israel
| | - Hanna Bernstine
- Department of Radiology and Nuclear Medicine, Assuta Medical Center and School of Medicine, Tel Aviv University, TLV, Israel
| | - Liran Domachevsky
- Department of Nuclear Medicine, The Chaim Sheba Medical Center Tel Hashomer Israel
| | | | - Lale Umutlu
- Institute of Diagnostic and Interventional Radiology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Herrmann Ken
- Institute of Diagnostic and Interventional Radiology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Ciprian Catana
- The Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Umar Mahmood
- Department of Radiology and Nuclear Medicine, Massachusetts General Hospital, Boston, MA
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30
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Starmans MPA, Buisman FE, Renckens M, Willemssen FEJA, van der Voort SR, Groot Koerkamp B, Grünhagen DJ, Niessen WJ, Vermeulen PB, Verhoef C, Visser JJ, Klein S. Distinguishing pure histopathological growth patterns of colorectal liver metastases on CT using deep learning and radiomics: a pilot study. Clin Exp Metastasis 2021; 38:483-494. [PMID: 34533669 PMCID: PMC8510954 DOI: 10.1007/s10585-021-10119-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 08/23/2021] [Indexed: 02/05/2023]
Abstract
Histopathological growth patterns (HGPs) are independent prognosticators for colorectal liver metastases (CRLM). Currently, HGPs are determined postoperatively. In this study, we evaluated radiomics for preoperative prediction of HGPs on computed tomography (CT), and its robustness to segmentation and acquisition variations. Patients with pure HGPs [i.e. 100% desmoplastic (dHGP) or 100% replacement (rHGP)] and a CT-scan who were surgically treated at the Erasmus MC between 2003-2015 were included retrospectively. Each lesion was segmented by three clinicians and a convolutional neural network (CNN). A prediction model was created using 564 radiomics features and a combination of machine learning approaches by training on the clinician's and testing on the unseen CNN segmentations. The intra-class correlation coefficient (ICC) was used to select features robust to segmentation variations; ComBat was used to harmonize for acquisition variations. Evaluation was performed through a 100 × random-split cross-validation. The study included 93 CRLM in 76 patients (48% dHGP; 52% rHGP). Despite substantial differences between the segmentations of the three clinicians and the CNN, the radiomics model had a mean area under the curve of 0.69. ICC-based feature selection or ComBat yielded no improvement. Concluding, the combination of a CNN for segmentation and radiomics for classification has potential for automatically distinguishing dHGPs from rHGP, and is robust to segmentation and acquisition variations. Pending further optimization, including extension to mixed HGPs, our model may serve as a preoperative addition to postoperative HGP assessment, enabling further exploitation of HGPs as a biomarker.
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Affiliation(s)
- Martijn P A Starmans
- Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands.
| | - Florian E Buisman
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Michel Renckens
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | | | | | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Dirk J Grünhagen
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Wiro J Niessen
- Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands
- Faculty of Applied Sciences, Delft University of Technology, Delft, The Netherlands
| | - Peter B Vermeulen
- Translational Cancer Research Unit, Department of Oncological Research, Oncology Center, GZA Hospitals Campus Sint-Augustinus and University of Antwerp, Antwerp, Belgium
| | - Cornelis Verhoef
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Jacob J Visser
- Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands
| | - Stefan Klein
- Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands
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31
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The Correlation between 18F-FDG PET/CT Imaging SUVmax of Preoperative Colon Cancer Primary Lesions and Clinicopathological Factors. JOURNAL OF ONCOLOGY 2021; 2021:4312296. [PMID: 34567115 PMCID: PMC8463203 DOI: 10.1155/2021/4312296] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 08/25/2021] [Indexed: 11/17/2022]
Abstract
Background The purpose of this study is to explore the correlation between the 18F-FDG PET/CT imaging maximum standardized uptake value (SUVmax) of preoperative colon cancer primary lesions and clinicopathological factors. Methods 88 colon cancer patients diagnosed by histopathology were collected from January 2014 to December 2015. 18F-FDG PET/CT imaging was performed before surgery. Kaplan–Meier survival analysis was used to assess the prognosis of colon cancer patients. Results The 18F-FDG PET/CT imaging SUVmax value of preoperative colon cancer primary lesion was significantly correlated with the length of the lesion, clinical stage, histopathological type, and the degree of tumor differentiation. The SUVmax value of tumors with long-diameter, ≥ 3 cm, clinically high-stage, adenocarcinoma, and poorly differentiated lesions was significantly high. In addition, the consistency between PET/CT and surgical pathological results at stage I and IV was higher. Stage II and III PET/CT are basically consistent with the pathological results of surgery. Kaplan–Meier survival analysis showed that the 5-year event-free survival rate of the SUVmax > 18.26 group was significantly lower than that of the SUVmax ≤ 18.26 group. Conclusion 18F-FDG PET/CT imaging SUVmax of preoperative colon cancer primary lesions can not only reflect the proliferation and invasion ability but also monitor the recurrence and metastasis of colon cancer.
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Wang X, Wang Y, Zhang Z, Zhou M, Zhou X, Zhao H, Xing J, Zhou Y. Rim enhancement on hepatobiliary phase of pre-treatment 3.0 T MRI: A potential marker for early chemotherapy response in colorectal liver metastases treated with XELOX. Eur J Radiol 2021; 143:109887. [PMID: 34454297 DOI: 10.1016/j.ejrad.2021.109887] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 07/25/2021] [Accepted: 07/27/2021] [Indexed: 12/24/2022]
Abstract
PURPOSE To assess the value of the enhanced features on the hepatobiliary phase (HBP) of pre-treatment Gd-EOB-DTPA MRI in evaluating response to chemotherapy in colorectal liver metastases (CRLMs). METHODS We retrospectively studied 65 patients with CRLMs who underwent Gd-EOB-DTPA enhanced MRI before chemotherapy from October 2015 to November 2017. The diagnosis of liver metastasis was established on the basis of imaging findings. Two radiologists evaluated the size, contrast-enhanced (CE) patterns of the maximum lesion on the HBP. According to the different CE patterns, we quantified area signal intensity (SI) by applying SI ratio (such as SIcenter/outer and SIrim/center). All of the above parameters were analyzed in terms of chemotherapy response. RESULTS Rim enhancement on the HBP was more frequent in the responding group of 28 patients (72%) than in the non-responding group of eight patients (31%). Additionally, there was a significant association between chemotherapy response and quantitative parameters: including diameter (P = 0.04), SIcenter/outer (P = 0.047) and SIrim/center (P = 0.012). The HBP CE pattern (P = 0.007) and SIcenter/outer (P = 0.022) were independent factors for chemotherapy response. The areas under the curve (AUCs) of the above-mentioned parameters were significant associated with response to chemotherapy, in which diameter, HBP CE patterns, SIcenter/outer, and SIrim/center were 0.638, 0.706, 0.712, and 0.673, respectively. Moreover, the combination of these parameters obtained the largest AUC of 0.821. CONCLUSION The CE patterns, in particular with rim enhancement, and SI ratio parameters on the HBP are useful indicators for early evaluation of therapeutic response after chemotherapy in patients with CRLMs.
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Affiliation(s)
- Xinxin Wang
- Department of Radiology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin 150010, Heilongjiang, China
| | - Yu Wang
- Department of Radiology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin 150010, Heilongjiang, China
| | - Ziqian Zhang
- Department of Radiology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin 150010, Heilongjiang, China
| | - Meng Zhou
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin 150010, Heilongjiang, China
| | - Xueyan Zhou
- School of Technology, Harbin University, 109 Zhongxing Street, Harbin 150010, Heilongjiang, China.
| | - Hongxin Zhao
- Department of Radiology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin 150010, Heilongjiang, China
| | - JiQing Xing
- Harbin Engineering University, Harbin 150001, Heilongjiang Province, China.
| | - Yang Zhou
- Department of Radiology, Harbin Medical University Cancer Hospital, 150 Haping Road, Harbin 150010, Heilongjiang, China.
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33
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Singh AK, Rana SS. Endoscopic Ultrasound for Detection of Liver Metastasis: Hope or Hype? JOURNAL OF DIGESTIVE ENDOSCOPY 2021. [DOI: 10.1055/s-0041-1728234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Abstract
AbstractTransabdominal ultrasonography, contrast-enhanced computed tomography, and magnetic resonance imaging (MRI) are the common diagnostic tests for the detection of hepatic lesions. Use of enhanced and advanced MRI technique, that is, diffusion weighted MRI and hepatocyte-specific contrast agents, has further improved the accuracy of detection of metastatic liver lesions ≤10 mm in diameter. However, even with these advanced imaging modalities sensitivity is low for lesions smaller than 10 mm when compared with standard intraoperative ultrasound. Endoscopic ultrasound (EUS) is an emerging imaging modality with resolution sufficient to detect and sample lesions as small as 5 mm in diameter. In this news and views, we have discussed the role of standard and enhanced EUS for the detection of metastatic liver lesions.
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Affiliation(s)
- Anupam Kumar Singh
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Surinder S. Rana
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
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34
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Stokkel LE, Stokkel MPM, Donswijk ML, Lahaye MJ, Bekers EM, van Rhijn BWG, Mertens LS. The Diagnostic Value of FDG-PET/CT for Urachal Cancer. Clin Genitourin Cancer 2021; 19:373-380. [PMID: 33858788 DOI: 10.1016/j.clgc.2021.03.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 02/13/2021] [Accepted: 03/03/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND Urachal carcinoma (UrC) is a rare malignancy that often presents at an advanced stage with metastases in up to a quarter of patients. There is no consensus on the optimal form of staging for patients with UrC. In the present study, we evaluated the diagnostic value of 18F-fluorodeoxyglucose-positron emitted tomography/computed tomography (FDG-PET/CT) for UrC. PATIENTS AND METHODS We evaluated 40 consecutive patients who were staged for urachal cancer between 2010 and 2020. They underwent a total of 62 FDG-PET/CTs (40 for primary staging, and 22 during follow-up), which were compared with standard-of-care contrast-enhanced CT (CECT). The metabolic detection of primary tumors, lymph node metastases (LNMs), peritoneal metastases (PMs), distant metastases (DMs), and local recurrence by FDG-PET/CT was evaluated. Sensitivity and specificity were calculated compared with CECT. Histopathology or follow-up imaging was the reference standard. RESULTS Of all 40 patients, 33 patients (83%) had urachal adenocarcinoma-26 (65%) with a mucinous component and 7 (17%) with invasive urothelial carcinoma. All local UrC tumors could be visualized on CT, and 80% showed increased FDG uptake. At initial staging, FDG-PET/CT detected FDG-avid LNMs, PMs, and DMs in 50%, 17%, and 25% of patients, respectively. These metastases were also visualized on CECT. During follow up, FDG-PET/CT revealed FDG-avid local recurrences that were not seen on CT in two out of eight patients (25%). CONCLUSION The present study demonstrates that most UrC can be visualized on FDG-PET/CT. At initial diagnosis, FDG-PET/CT does not seem to yield additional information compared with CECT; however, FDG-PET/CT may be helpful during follow-up. This is a small study, and the findings should be corroborated with larger series.
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Affiliation(s)
- Laura E Stokkel
- Department of Urology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Marcel P M Stokkel
- Department of Nuclear Medicine, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Maarten L Donswijk
- Department of Nuclear Medicine, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Max J Lahaye
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Elise M Bekers
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Bas W G van Rhijn
- Department of Urology, The Netherlands Cancer Institute, Amsterdam, The Netherlands; Department of Urology, Caritas St. Josef Medical Centre, University of Regensburg, Regensburg, Germany
| | - Laura S Mertens
- Department of Urology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
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35
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Tsili AC, Alexiou G, Naka C, Argyropoulou MI. Imaging of colorectal cancer liver metastases using contrast-enhanced US, multidetector CT, MRI, and FDG PET/CT: a meta-analysis. Acta Radiol 2021; 62:302-312. [PMID: 32506935 DOI: 10.1177/0284185120925481] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Imaging of colorectal cancer liver metastases (CRCLMs) has improved in recent years. Therefore, the role of current imaging techniques needs to be defined. PURPOSE To assess the diagnostic performance of contrast-enhanced ultrasound (CEUS), multidetector computed tomography (MDCT), magnetic resonance imaging (MRI), and fluorodeoxyglucose (FDG) positron emission tomography (PET)/CT in the detection of CRCLMs. MATERIAL AND METHODS PubMed database was searched for articles published during 2000-2019. Inclusion criteria were as follows: diagnosis/suspicion of CRCLMs; CEUS, MDCT, MRI, or FDG PET/CT performed for the detection of CRCLMs; prospective study design; histopathologic examination, intraoperative findings and/or follow-up used as reference standard; and data for calculating sensitivity and specificity reported. RESULTS Twelve prospective studies were assessed, including 536 patients with CRCLMs (n = 1335). On a per-lesion basis, the sensitivity of CEUS, MDCT, MRI, and FDG PET/CT was 86%, 84%, 89%, and 62%, respectively. MRI had the highest sensitivity on a per-lesion analysis. CEUS and MDCT had comparable sensitivities. On a per-patient basis, the sensitivity and specificity of CEUS, MDCT, MRI, and FDG PET/CT was 80% and 97%, 87% and 95%, 87% and 94%, and 96% and 97%, respectively. The per-patient sensitivities for MRI and MDCT were similar. The sensitivity for MRI was higher than that for CEUS, MDCT, and FDG PET/CT for lesions <10 mm and lesions at least 10 mm in size. Hepatospecific contrast agent did not improve diagnostic performances. CONCLUSION MRI is the preferred imaging modality for evaluating CRCLMs. Both MDCT and CEUS can be used as alternatives.
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Affiliation(s)
- Athina C Tsili
- Department of Clinical Radiology, School of Health Sciences, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | - George Alexiou
- Department of Neurosurgery, School of Health Sciences, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | - Christina Naka
- Department of Clinical Radiology, School of Health Sciences, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | - Maria I Argyropoulou
- Department of Clinical Radiology, School of Health Sciences, Faculty of Medicine, University of Ioannina, Ioannina, Greece
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Sawatzki M, Güller U, Güsewell S, Husarik DB, Semela D, Brand S. Contrast-enhanced ultrasound can guide the therapeutic strategy by improving the detection of colorectal liver metastases. J Hepatol 2021; 74:419-427. [PMID: 33065168 DOI: 10.1016/j.jhep.2020.09.036] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 09/14/2020] [Accepted: 09/17/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND & AIMS CT may miss up to 30% of cases of colorectal liver metastases (CRLMs). We assessed the impact of contrast-enhanced ultrasound (CEUS) on the detection of CRLMs and on changes to the therapeutic strategy; additionally, we assessed the accuracy of CEUS in differentiating unclear focal liver lesions (FLLs) compared to staging-CT. METHODS We prospectively analyzed all patients with newly diagnosed and histologically confirmed colorectal cancer (CRC) at our tertiary gastroenterological center between December 2015 and May 2019. CEUS was performed in a total of 296 patients without CRLMs after staging-CT using the contrast agent (SonoVue®). Standard of reference was obtained by MRI or histology to diagnose CRLMs missed by CT. Benign FLLs were confirmed by MRI or follow-up CT (mean follow-up interval: 18 months). RESULTS Eight additional CRLMs were detected by CEUS (overall 2.7%; sensitivity 88.9%, specificity 99.0%, positive predictive value 100%, negative predictive value 99.6%). All patients with CRLMs detected only by CEUS were in tumor stage T3/T4 (4.0% additionally detected CRLMs). The number needed to screen to detect 1 additional CRLM by CEUS was 37 in all patients and 24.5 in T3/T4-patients. When results were reviewed by a board-certified radiologist and oncologist, the therapeutic strategy changed in 6 of these 8 patients. Among the 62 patients (20.9%) with unclear FLLs after staging-CT, CEUS determined the dignity (malignant vs. benign) of 98.4% of the FLLs. CONCLUSION Overall, CEUS detected 2.7% additional CRLMs (including 4.0% in tumor stage T3/T4) with a significant impact on the oncological therapeutic strategy for 75% of these patients. Patients with tumor stage T3/T4 would particularly benefit from CEUS. We propose CEUS as the first imaging modality for CT-detected lesions of unknown dignity. LAY SUMMARY In patients with newly diagnosed colorectal cancer, contrast-enhanced ultrasound (CEUS) detected additional liver metastases after computed tomography (CT). In the majority of these patients, the oncological therapy was changed after obtaining the CEUS results. After staging-CT, 21% of hepatic lesions remained unclear. In these cases, CEUS was accurate to either reveal or exclude liver metastasis in nearly all patients and could reduce costs (e.g., number of MRI scans).
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Affiliation(s)
- Mikael Sawatzki
- Department of Gastroenterology and Hepatology, Kantonsspital, St. Gallen, Switzerland.
| | - Ulrich Güller
- Center for Medical Oncology & Hematology, Spital STS Thun, Switzerland; Clinic for Visceral Surgery and Medicine, Inselspital, University of Bern, Bern, Switzerland
| | - Sabine Güsewell
- Clinical Trials Unit, Kantonsspital, St. Gallen, Switzerland
| | - Daniela B Husarik
- Institute of Radiology and Nuclear Medicine, Kantonsspital, St. Gallen, Switzerland
| | - David Semela
- Department of Gastroenterology and Hepatology, Kantonsspital, St. Gallen, Switzerland
| | - Stephan Brand
- Department of Gastroenterology and Hepatology, Kantonsspital, St. Gallen, Switzerland
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Tong ZMD, Wenzhao LMD, Yuanyuan SMD, Zhengmin WMD, Dezhi ZMD. Microwave Ablation of Colorectal Liver Metastases Guided by US-PET/CT Fusion Imaging: A Case Report. ADVANCED ULTRASOUND IN DIAGNOSIS AND THERAPY 2021. [DOI: 10.37015/audt.2021.200002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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Abstract
At the moment, international guidelines for rectal cancer suggest to consider F-FDG PET/CT scan in a few conditions: (1) at disease presentation in case of suspected or proven metastatic synchronous adenocarcinoma with potentially curable M1 disease; (2) in the recurrence workup for serial carcinoembryonic antigen level elevation; (3) in the recurrence workup with metachronous metastases documented by CT, MRI, or biopsy; (4) in case of strong contraindication to IV contrast agent administration; and (5) to evaluate an equivocal finding on a contrast-enhanced CT or MRI. PET/CT is not indicated in the follow-up or surveillance of rectal cancer. On the other hand, an attentive evaluation of the literature shows that PET/CT may also be used in some circumstances with significant levels of diagnostic accuracy. This review article aims to emphasize differences between current international guidelines and scientific literature in the role of PET/CT in rectal cancer.
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Barimani D, Kauppila JH, Sturesson C, Sparrelid E. Imaging in disappearing colorectal liver metastases and their accuracy: a systematic review. World J Surg Oncol 2020; 18:264. [PMID: 33032620 PMCID: PMC7545848 DOI: 10.1186/s12957-020-02037-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 09/25/2020] [Indexed: 12/14/2022] Open
Abstract
Background Approximately 30% of patients with colorectal cancer develop colorectal liver metastases (CRLM). CRLM that become undetectable by imaging after chemotherapy are called disappearing liver metastases (DLM). But a DLM is not necessarily equal to cure. An increasing incidence of patients with DLM provides surgeons with a difficult dilemma: to resect or to not resect the original sites of DLM? The aim of this review was to investigate to what extent a DLM equates a complete response (CR) and to compare outcomes. Methods This review was conducted in accordance with the PRISMA guidelines and registered in Prospero (registration number CRD42017070441). Literature search was made in the PubMed and Embase databases. During the process of writing, PubMed was repeatedly searched and reference lists of included studies were screened for additional studies of interest for this review. Results were independently screened by two authors with the Covidence platform. Studies eligible for inclusion were those reporting outcomes of DLM in adult patients undergoing surgery following chemotherapy. Results Fifteen studies were included with a total of 2955 patients with CRLM. They had 4742 CRLM altogether. Post-chemotherapy, patients presented with 1561 DLM. Patients with one or more DLM ranged from 7 to 48% (median 19%). Median DLM per patient was 3.4 (range 0.4–5.6). Patients were predominantly evaluated by contrast-enhanced computed tomography (CE-CT) before and after chemotherapy, with some exceptions and with addition of magnetic resonance imaging (MRI) in some studies. Intraoperative ultrasound (IOUS) was universally performed in all but two studies. If a DLM remained undetectable by IOUS, this DLM represented a CR in 24–96% (median 77.5%). Further, if a DLM on preoperative CE-CT remained undetectable by additional workup with MRI and CE-IOUS, this DLM was equal to a CR in 75–94% (median 89%). Patients with resected DLM had a longer disease-free survival compared to patients with DLM left in situ but statistically significant differences in overall survival could not be found. Conclusion Combination of CE-CT, MRI, and IOUS showed promising results in accurately identifying DLM with CR. This suggests that leaving DLM in situ could be an alternative to surgical resection when a DLM remains undetectable by MRI and IOUS.
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Affiliation(s)
- Darius Barimani
- Division of Surgery, Department of Clinical Science, Intervention, and Technology (CLINTEC), Center for Digestive Diseases, Karolinska University Hospital, Karolinska Institute, Stockholm, Sweden.
| | - Joonas H Kauppila
- Division of Surgery, Department of Clinical Science, Intervention, and Technology (CLINTEC), Center for Digestive Diseases, Karolinska University Hospital, Karolinska Institute, Stockholm, Sweden.,Surgery Research Unit, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Christian Sturesson
- Division of Surgery, Department of Clinical Science, Intervention, and Technology (CLINTEC), Center for Digestive Diseases, Karolinska University Hospital, Karolinska Institute, Stockholm, Sweden
| | - Ernesto Sparrelid
- Division of Surgery, Department of Clinical Science, Intervention, and Technology (CLINTEC), Center for Digestive Diseases, Karolinska University Hospital, Karolinska Institute, Stockholm, Sweden
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Sandach P, Kasper-Virchow S, Rischpler C, Herrmann K. Molecular Imaging and Therapy of Colorectal and Anal Cancer. Semin Nucl Med 2020; 50:465-470. [PMID: 32768009 DOI: 10.1053/j.semnuclmed.2020.04.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Colorectal cancer is the cancer with the third highest incidence both in males and females in the USA and is also frequently occurring in other industrialized nations. Anal cancer on the other hand is much rarer, but has a rising incidence, especially in high income nations and with a connection to HIV infections, homosexual men and a younger age of the first sexual encounter. Both have high mortality rates in common and are complex to handle in terms of prevention, staging, treatment and diagnostic of recurrence. This article aims to give an overview about the established diagnostic methods of nuclear medicine, especially sole PET and (contrast enhanced) hybrid imaging with 18F-FDG as tracer for primary staging, restaging, therapy monitoring and radiotherapy planning in current guidelines, with a special focus on the American guidelines of the National Comprehensive Cancer Network for colorectal and anal cancer. There will also be an outlook on potential future adjustments in those leading to a more significant representation of nuclear medicine by giving a synopsis of the available studies and data published in international medical press. New tracers that are still in research stage, progress in the imaging techniques, for example a further establishment of PET/MR hybrid imaging, the use of artificial intelligence and parametric imaging, as well as possible future theranostic applications like c-MET binding peptides will also be shortly discussed.
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Affiliation(s)
- Patrick Sandach
- Klinik für Nuklearmedizin, Universitätsklinikum Essen, Essen, Germany.
| | - Stefan Kasper-Virchow
- Westdeutsches Magen-und Darmzentrum Essen, Universitätsklinikum Essen, Essen, Germany.
| | | | - Ken Herrmann
- Klinik für Nuklearmedizin, Universitätsklinikum Essen, Essen, Germany.
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Abstract
Liver cancer is one of the top leading causes of mortality worldwide. Conventional imaging using contrast enhanced CT and MRI are currently the mainstay of oncologic imaging of the liver for the diagnosis and management of cancer. In the past two decades, especially since the advent of hybrid imaging in the form of PET/CT and SPECT/CT, molecular imaging has been increasingly utilized for oncologic imaging and the variety of radionuclide probes for imaging liver cancers have been expanding. Beyond the usual workhorse of FDG as an oncologic tracer, there is a growing body of evidence showing that radiolabeled choline tracers, C-11 acetate and other new novel tracers may have increasing roles to play for the imaging of liver tumors. On the therapy front, there have also been advances in recent times in terms of targeted therapies for both primary and secondary liver malignancies, particularly with transarterial radioembolization. The concept of theranostics can be applied to transarterial radioembolization by utilizing a pretreatment planning scan, such as Tc-99m macroaggregated albumin scintigraphy, coupled with post treatment imaging. Radiation dose planning by personalized dosimetric calculations to the liver tumors is also being advocated. This article explores the general trends in the field of nuclear medicine for the imaging and treatment of liver cancer above and beyond routine diagnosis and management.
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Affiliation(s)
- Aaron Kian-Ti Tong
- Singapore General Hospital, Department of Nuclear Medicine and Molecular Imaging; DUKE-NUS Graduate Medical School, Singapore.
| | - Wei Ying Tham
- Singapore General Hospital, Department of Nuclear Medicine and Molecular Imaging; DUKE-NUS Graduate Medical School, Singapore
| | - Chow Wei Too
- Singapore General Hospital, Department of Vascular and Interventional Radiology; DUKE-NUS Graduate Medical School, Singapore
| | - David Wai-Meng Tai
- National Cancer Centre Singapore, Division of Medical Oncology; DUKE-NUS Graduate Medical School, Singapore
| | - Pierce Kah-Hoe Chow
- Singapore General Hospital, Department of Hepato-Pancreato-Biliary (HPB) and Transplant Surgery; National Cancer Centre Singapore, Division of Surgical Oncology; DUKE-NUS Graduate Medical School, Singapore
| | - David Chee-Eng Ng
- Singapore General Hospital, Department of Nuclear Medicine and Molecular Imaging; DUKE-NUS Graduate Medical School, Singapore
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Schnitzer ML, Froelich MF, Gassert FG, Huber T, Gresser E, Schwarze V, Nörenberg D, Todica A, Rübenthaler J. Follow-Up 18F-FDG PET/CT versus Contrast-Enhanced CT after Ablation of Liver Metastases of Colorectal Carcinoma-A Cost-Effectiveness Analysis. Cancers (Basel) 2020; 12:cancers12092432. [PMID: 32867107 PMCID: PMC7565889 DOI: 10.3390/cancers12092432] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 08/19/2020] [Accepted: 08/24/2020] [Indexed: 12/28/2022] Open
Abstract
PURPOSE After a percutaneous ablation of colorectal liver metastases (CRLM), follow-up investigations to evaluate potential tumor recurrence are necessary. The aim of this study was to analyze whether a combined 18F-Fluordesoxyglucose positron emission tomography-computed tomography (18F-FDG PET/CT) scan is cost-effective compared to a contrast-enhanced computed tomography (CE-CT) scan for detecting local tumor progression. MATERIALS AND METHODS A decision model based on Markov simulations that estimated lifetime costs and quality-adjusted life years (QALYs) was developed. Model input parameters were obtained from the recent literature. Deterministic sensitivity analysis of diagnostic parameters based on a Monte-Carlo simulation with 30,000 iterations was performed. The willingness-to-pay (WTP) was set to $100,000/QALY. RESULTS In the base-case scenario, CE-CT resulted in total costs of $28,625.08 and an efficacy of 0.755 QALYs, whereas 18F-FDG PET/CT resulted in total costs of $29,239.97 with an efficacy of 0.767. Therefore, the corresponding incremental cost-effectiveness ratio (ICER) of 18F-FDG PET/CT was $50,338.96 per QALY indicating cost-effectiveness based on the WTP threshold set above. The results were stable in deterministic and probabilistic sensitivity analyses. CONCLUSION Based on our model, 18F-FDG PET/CT can be considered as a cost-effective imaging alternative for follow-up investigations after percutaneous ablation of colorectal liver metastases.
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Affiliation(s)
- Moritz L. Schnitzer
- Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377 Munich, Germany; (M.L.S.); (E.G.); (V.S.)
| | - Matthias F. Froelich
- Department of Clinical Radiology and Nuclear Medicine, University Medical Center Mannheim, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany; (M.F.F.); (T.H.); (D.N.)
| | - Felix G. Gassert
- Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Str. 22, 81675 Munich, Germany;
| | - Thomas Huber
- Department of Clinical Radiology and Nuclear Medicine, University Medical Center Mannheim, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany; (M.F.F.); (T.H.); (D.N.)
| | - Eva Gresser
- Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377 Munich, Germany; (M.L.S.); (E.G.); (V.S.)
| | - Vincent Schwarze
- Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377 Munich, Germany; (M.L.S.); (E.G.); (V.S.)
| | - Dominik Nörenberg
- Department of Clinical Radiology and Nuclear Medicine, University Medical Center Mannheim, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany; (M.F.F.); (T.H.); (D.N.)
| | - Andrei Todica
- Department of Nuclear Medicine, University Hospital, LMU Munich, Marchioninistr. 15, 81377 Munich, Germany;
| | - Johannes Rübenthaler
- Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377 Munich, Germany; (M.L.S.); (E.G.); (V.S.)
- Correspondence:
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Does Routine Triple-Time-Point FDG PET/CT Imaging Improve the Detection of Liver Metastases? Diagnostics (Basel) 2020; 10:diagnostics10090609. [PMID: 32825064 PMCID: PMC7554868 DOI: 10.3390/diagnostics10090609] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 08/06/2020] [Accepted: 08/18/2020] [Indexed: 12/23/2022] Open
Abstract
Prior reports have demonstrated the improved ability of delayed fluorine-18 (18F) fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) imaging (dual-time-point imaging) in detecting more patients with liver metastases. To evaluate whether routine triple-time-point FDG PET/CT imaging improves the detection of liver metastasis not visualized on initial imaging. To our knowledge, no triple-time-point imaging has been reported. This retrospective study included total 310 patients with various malignancies who underwent PET/CT scans. Triple-time-point imaging including the liver was obtained. The comparison between negative and positive liver lesions on delayed imaging for patients with initial negative imaging were analyzed. Of the 310 patients, 286 did not exhibit liver lesions on initial imaging, but six of the 286 patients exhibited lesions on delayed imaging. No additional liver lesions were detected on further delayed imaging in the 286 patients. The other 24 patients with liver lesions identified on initial imaging still showed lesions on delayed and further delayed imaging. The analysis showed a significant difference in the percentage of colorectal cancer (66.7%) and liver lesions before the PET scan (50.0%) compared with unchanged results (22.1% and 3.9%, respectively). Routine triple-time-point imaging did not improve the detection of liver metastases; however, it may be recommended in patients with colorectal cancer and liver lesions before the PET scan.
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Ba A, Shams M, Schmidt S, Eckstein MP, Verdun FR, Bochud FO. Search of low-contrast liver lesions in abdominal CT: the importance of scrolling behavior. J Med Imaging (Bellingham) 2020; 7:045501. [PMID: 32743016 PMCID: PMC7380560 DOI: 10.1117/1.jmi.7.4.045501] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 07/15/2020] [Indexed: 12/27/2022] Open
Abstract
Purpose: Visual search using volumetric images is becoming the standard in medical imaging. However, we do not fully understand how eye movement strategies mediate diagnostic performance. A recent study on computed tomography (CT) images showed that the search strategies of radiologists could be classified based on saccade amplitudes and cross-quadrant eye movements [eye movement index (EMI)] into two categories: drillers and scanners. Approach: We investigate how the number of times a radiologist scrolls in a given direction during analysis of the images (number of courses) could add a supplementary variable to use to characterize search strategies. We used a set of 15 normal liver CT images in which we inserted 1 to 5 hypodense metastases of two different signal contrast amplitudes. Twenty radiologists were asked to search for the metastases while their eye-gaze was recorded by an eye-tracker device (EyeLink1000, SR Research Ltd., Mississauga, Ontario, Canada). Results: We found that categorizing radiologists based on the number of courses (rather than EMI) could better predict differences in decision times, percentage of image covered, and search error rates. Radiologists with a larger number of courses covered more volume in more time, found more metastases, and made fewer search errors than those with a lower number of courses. Our results suggest that the traditional definition of drillers and scanners could be expanded to include scrolling behavior. Drillers could be defined as scrolling back and forth through the image stack, each time exploring a different area on each image (low EMI and high number of courses). Scanners could be defined as scrolling progressively through the stack of images and focusing on different areas within each image slice (high EMI and low number of courses). Conclusions: Together, our results further enhance the understanding of how radiologists investigate three-dimensional volumes and may improve how to teach effective reading strategies to radiology residents.
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Affiliation(s)
- Alexandre Ba
- Lausanne University Hospital and University of Lausanne, Institute of Radiation Physics, Lausanne, Switzerland
| | - Marwa Shams
- University of Lausanne, Lausanne, Switzerland
| | - Sabine Schmidt
- Lausanne University Hospital and University of Lausanne, Department of Radiology, Lausanne, Switzerland
| | - Miguel P Eckstein
- University of California Santa Barbara, Department of Psychological and Brain Sciences, Santa Barbara, California, United States.,University of California Santa Barbara, Department of Electrical and Computing Engineering, Santa Barbara, California, United States
| | - Francis R Verdun
- Lausanne University Hospital and University of Lausanne, Institute of Radiation Physics, Lausanne, Switzerland
| | - François O Bochud
- Lausanne University Hospital and University of Lausanne, Institute of Radiation Physics, Lausanne, Switzerland
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Lund M, Nadarevic T, Bjerre TA, Grønbaek H, Mortensen F, Kragh Andersen P. Contrast-enhanced ultrasound compared with computed tomography, magnetic resonance imaging, and positron emission tomography-computed tomography for diagnosing liver metastases in people with newly diagnosed colorectal cancer. Hippokratia 2020. [DOI: 10.1002/14651858.cd012388.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Martin Lund
- Department of Radiology; Randers Regional Hospital; Randers Denmark
| | - Tin Nadarevic
- Department of Radiology; Clinical Hospital Centre Rijeka; Rijeka Croatia
| | | | - Henning Grønbaek
- Medical Department V; Aarhus University Hospital; Aarhus Denmark
| | - Frank Mortensen
- Department of Surgery L; Aarhus University Hospital; Aarhus Denmark
| | - Per Kragh Andersen
- Department of Biostatistics; University of Copenhagen, Faculty of Health Sciences, Institute of Public Health; Copenhagen K Denmark
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Morin C, Drolet S, Daigle C, Deshaies I, Ouellet JF, Ball CG, Dixon E, Marceau J, Ouellet JFB. Additional value of gadoxetic acid-enhanced MRI to conventional extracellular gadolinium-enhanced MRI for the surgical management of colorectal and neuroendocrine liver metastases. HPB (Oxford) 2020; 22:710-715. [PMID: 31640929 DOI: 10.1016/j.hpb.2019.09.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 07/04/2019] [Accepted: 09/14/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Liver resection being the only potentially curative treatment for patients with liver metastasis, it is critical to select the appropriate preoperative imaging modality. The aim of this study was to assess the impact of preoperative gadoxetic acid-enhanced MRI compared to a conventional extracellular gadolinium-enhanced MRI on the surgical management of colorectal and neuroendocrine liver metastasis. METHODS We included 110 patients who underwent both a gadoxetic acid-enhanced MRI (hepatospecific contrast) and conventional extracellular gadolinium for the evaluation of colorectal or neuroendocrine liver metastases, from January 2012 to December 2015 at the CHU de Québec - Université Laval. When the number of lesions differed, a hepatobiliary surgeon evaluated if the gadoxetic acid-enhanced MRI modified the surgical management. RESULTS Gadoxetic acid-enhanced MRI found new lesions in 25 patients (22.7%), excluded lesions in 18 patients (16.4%) and identified the same number in 67 patients (60.9%). The addition of the gadoxetic acid-enhanced MRI directly altered the surgical management in 19 patients overall (17.3% (95% CI [10.73-25.65])). CONCLUSION Despite the additional cost associated with gadoxetic acid-enhanced MRI compared to conventional extracellular gadolinium-enhanced MRI, the use of this contrast agent has a significant impact on the surgical management of patients with liver metastases.
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Affiliation(s)
- Claudya Morin
- CHU de Québec - Université Laval, 11 Côte du Palais, Quebec, G1R 2J6 QC, Canada.
| | - Sebastien Drolet
- CHU de Québec - Université Laval, 11 Côte du Palais, Quebec, G1R 2J6 QC, Canada
| | - Carl Daigle
- CHU de Québec - Université Laval, 11 Côte du Palais, Quebec, G1R 2J6 QC, Canada
| | - Isabelle Deshaies
- CHU de Québec - Université Laval, 11 Côte du Palais, Quebec, G1R 2J6 QC, Canada
| | | | - Chad G Ball
- Foothills Medical Centre - University of Calgary, 1403 29 St NW, Calgary, T2N 2T9 Alberta, Canada
| | - Elijah Dixon
- Foothills Medical Centre - University of Calgary, 1403 29 St NW, Calgary, T2N 2T9 Alberta, Canada
| | - Julie Marceau
- CHU de Québec - Université Laval, 11 Côte du Palais, Quebec, G1R 2J6 QC, Canada
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Serrablo A, Paliogiannis P, Paradisi C, Hörndler C, Sarría L, Tejedor L, Serrablo L, Azoulay D. Radio-Pathological Correlations in Patients with Liver Metastases for Colorectal Cancer. Dig Surg 2020; 37:383-389. [PMID: 32224622 DOI: 10.1159/000506105] [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: 05/08/2019] [Accepted: 01/22/2020] [Indexed: 12/10/2022]
Abstract
BACKGROUND Colorectal cancer (CRC) is the most frequent gastrointestinal cancer. The liver is the organ most commonly affected by CRC metastases. Synchronous CRC liver metastases (CRCLM) are present in 15-25% at diagnosis, and metastases are confined to the liver in 70-80% of these cases. The aim of the present study was to investigate the existence of significant correlations between the pathological features and computed tomography scan morpho-densitometric findings. SUMMARY A retrospective study of prospectively collected data has been performed; all patients underwent curative-intent hepatic resection from January 2004 to December 2012 and had histologically confirmed CRCLM. Key Messages: Thirty-four (57%) patients were males; the mean age was 64.4 (±10.2) years. Statistically significant differences have been found with the percentages of intra-tumoral fibrosis (p = 0.038) and necrosis (p = 0.007); the values of fibrosis are higher in the absence of a peri-lesional ring, while those of necrosis are higher in the presence of a peri-lesional ring.There was a correlation between the histopathological response to treatments and the global attenuation levels observed in the computed tomography scan of CRCLM. Furthermore, the presence of a radiologically evidenced peripheral ring was associated with the amount of viable tumor cells in the periphery of the tumor, and with responses predominated by necrosis. More studies are needed to clarify the radiological and histological correlation and to be able to better select patients who are going to undergo surgery.
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Affiliation(s)
- Alejandro Serrablo
- HPB Surgical Division, Miguel Servet University Hospital, Zaragoza, Spain,
| | - Panagiotis Paliogiannis
- Experimental Pathology and Oncology, Department of Medical, Surgical and Experimental Sciences, University of Sassari, Sassari, Italy
| | - Carlos Paradisi
- Radiology Department, Clinic University Hospital, Zaragoza, Spain
| | - Carlos Hörndler
- Pathological Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Luis Sarría
- Radiology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Luis Tejedor
- General Surgery Department Puerta Europa Hospital, Algeciras, Spain
| | | | - Daniel Azoulay
- The Center of Liver Diseases, Sheba Medical Center, Tel Aviv, Israel
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Chen J, Luo J, He X, Zhu C. Evaluation of Contrast-Enhanced Computed Tomography (CT) and Magnetic Resonance Imaging (MRI) in the Detection of Retropharyngeal Lymph Node Metastases in Nasopharyngeal Carcinoma Patients. Cancer Manag Res 2020; 12:1733-1739. [PMID: 32210614 PMCID: PMC7069559 DOI: 10.2147/cmar.s244034] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Accepted: 02/21/2020] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION We performed this study to explore the diagnostic accuracies and cutoff values of contrast-enhanced computed tomography (CT) and magnetic resonance imaging (MRI) for the detection and diagnosis of metastatic retropharyngeal lymph nodes (RLNs) in patients with nasopharyngeal carcinoma (NPC). METHODS One hundred and twenty-eight patients with a total of 159 RLNs were included in the study. The sizes of maximal and minimal axial diameters of each node on both contrast-enhanced CT and MRI images were measured. The characteristics of the RLNs (malignant or benign), as well as the survival of patients, were classified based on the results of follow-up MRI. RESULTS RLN size cutoffs of 4-11 mm for minimal axial diameter were used. We found that MRI showed higher sensitivity while CT demonstrated higher specificity. The reasonable criterion for the diagnosis of metastatic RLNs in MRI was a minimal axial diameter of ≥6 mm, which yielded a sensitivity, specificity and diagnostic odds ratio (DOR) of 0.71, 0.82 and 10.88. CONCLUSION The radiologic criteria that should be used for the assessment of RLN metastases in NPC patients are nodes with a minimal axial diameter of ≥6 mm on MR images.
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Affiliation(s)
- Jie Chen
- Department of Oncology, Xuzhou Medical University, Xuzhou, Jiangsu, People’s Republic of China
| | - Jingwen Luo
- Department of Oncology, West China School of Medicine, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Xia He
- Department of Radiation Oncology, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, Jiangsu, People’s Republic of China
| | - Chenjing Zhu
- Department of Radiation Oncology, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, Jiangsu, People’s Republic of China
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Renzulli M, Clemente A, Ierardi AM, Pettinari I, Tovoli F, Brocchi S, Peta G, Cappabianca S, Carrafiello G, Golfieri R. Imaging of Colorectal Liver Metastases: New Developments and Pending Issues. Cancers (Basel) 2020; 12:151. [PMID: 31936319 PMCID: PMC7017094 DOI: 10.3390/cancers12010151] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 12/31/2019] [Accepted: 01/06/2020] [Indexed: 02/07/2023] Open
Abstract
Computed tomography (CT), magnetic resonance imaging (MRI), and 18-fluorideoxyglucose positron emission tomography (18FDG-PET) are historically the most accurate imaging techniques for diagnosing liver metastases. Recently, the combination of diffusion-weighted imaging and hepatospecific contrast media, such as gadoxetic acid in MRI, have been demonstrated to have the highest diagnostic accuracy, sensitivity, and specificity for detecting liver metastases. Various recent meta-analyses have confirmed the diagnostic superiority of this combination (diffusion-weighted imaging and gadoxetic acid-enhanced MRI), especially in terms of per lesion sensitivity, as compared with CT and 18FDG-PET, even for smaller lesions (≤1 cm). However, none of the oncological guidelines have suggested the use of MRI as a first-line technique for liver metastasis detection during the staging process of oncological patients. This review analyzes the history of the principal imaging techniques for the diagnosis of liver metastases, in particular of colorectal liver metastases, focusing on the most accurate method (diffusion-weighted imaging combined with gadoxetic acid-enhanced MRI), possible reasons for the lack of its diffusion in the guidelines, and possible future scenarios.
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Affiliation(s)
- Matteo Renzulli
- Radiology Unit, Department of Experimental, Diagnostic and Speciality Medicine, Sant’Orsola Hospital, University of Bologna, 40138 Bologna, Italy; (I.P.); (S.B.); (G.P.); (R.G.)
| | - Alfredo Clemente
- Radiology and Radiotherapy Unit, Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (A.C.); (S.C.)
| | - Anna Maria Ierardi
- Diagnostic and Interventional Radiology, ASST Santi Paolo e Carlo, San Paolo Hospital, 20142 Milan, Italy;
| | - Irene Pettinari
- Radiology Unit, Department of Experimental, Diagnostic and Speciality Medicine, Sant’Orsola Hospital, University of Bologna, 40138 Bologna, Italy; (I.P.); (S.B.); (G.P.); (R.G.)
| | - Francesco Tovoli
- Department of Specialised, Experimental and Diagnostic Medicine, Sant’Orsola Hospital, University of Bologna, 40138 Bologna, Italy;
| | - Stefano Brocchi
- Radiology Unit, Department of Experimental, Diagnostic and Speciality Medicine, Sant’Orsola Hospital, University of Bologna, 40138 Bologna, Italy; (I.P.); (S.B.); (G.P.); (R.G.)
| | - Giuliano Peta
- Radiology Unit, Department of Experimental, Diagnostic and Speciality Medicine, Sant’Orsola Hospital, University of Bologna, 40138 Bologna, Italy; (I.P.); (S.B.); (G.P.); (R.G.)
| | - Salvatore Cappabianca
- Radiology and Radiotherapy Unit, Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (A.C.); (S.C.)
| | - Gianpaolo Carrafiello
- Unit of Radiology, IRCCS Cà Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy;
| | - Rita Golfieri
- Radiology Unit, Department of Experimental, Diagnostic and Speciality Medicine, Sant’Orsola Hospital, University of Bologna, 40138 Bologna, Italy; (I.P.); (S.B.); (G.P.); (R.G.)
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50
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Park PC, Choi GW, Zaid MM, Elganainy D, Smani DA, Tomich J, Samaniego R, Ma J, Tamm EP, Beddar S, Koay EJ. Enhancement pattern mapping technique for improving contrast-to-noise ratios and detectability of hepatobiliary tumors on multiphase computed tomography. Med Phys 2020; 47:64-74. [PMID: 31449684 PMCID: PMC7065272 DOI: 10.1002/mp.13769] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 07/31/2019] [Accepted: 08/02/2019] [Indexed: 01/10/2023] Open
Abstract
PURPOSE Currently, radiologists use tumor-to-normal tissue contrast across multiphase computed tomography (MPCT) for lesion detection. Here, we developed a novel voxel-based enhancement pattern mapping (EPM) technique and investigated its ability to improve contrast-to-noise ratios (CNRs) in a phantom study and in patients with hepatobiliary cancers. METHODS The EPM algorithm is based on the root mean square deviation between each voxel and a normal liver enhancement model using patient-specific (EPM-PA) or population data (EPM-PO). We created a phantom consisting of liver tissue and tumors with distinct enhancement signals under varying tumor sizes, motion, and noise. We also retrospectively evaluated 89 patients with hepatobiliary cancers who underwent active breath-hold MPCT between 2016 and 2017. MPCT phases were registered using a three-dimensional deformable image registration algorithm. For the patient study, CNRs of tumor to adjacent tissue across MPCT phases, EPM-PA and EPM-PO were measured and compared. RESULTS EPM resulted in statistically significant CNR improvement (P < 0.05) for tumor sizes down to 3 mm, but the CNR improvement was significantly affected by tumor motion and image noise. Eighty-two of 89 hepatobiliary cases showed CNR improvement with EPM (PA or PO) over grayscale MPCT, by an average factor of 1.4, 1.6, and 1.5 for cholangiocarcinoma, hepatocellular carcinoma, and colorectal liver metastasis, respectively (P < 0.05 for all). CONCLUSIONS EPM increases CNR compared with grayscale MPCT for primary and secondary hepatobiliary cancers. This new visualization method derived from MPCT datasets may have applications for early cancer detection, radiomic characterization, tumor treatment response, and segmentation. IMPLICATIONS FOR PATIENT CARE We developed a voxel-wise enhancement pattern mapping (EPM) technique to improve the contrast-to-noise ratio (CNR) of multiphase CT. The improvement in CNR was observed in datasets of patients with cholangiocarcinoma, hepatocellular carcinoma, and colorectal liver metastasis. EPM has the potential to be clinically useful for cancers with regard to early detection, radiomic characterization, response, and segmentation.
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Affiliation(s)
- Peter C. Park
- Departments of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gye W. Choi
- Departments of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Departments of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mohamed M. Zaid
- Departments of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Departments of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Dalia Elganainy
- Departments of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Departments of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Danyal A. Smani
- Departments of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Departments of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John Tomich
- Space and Airborne Systems, Raytheon, McKinney, TX, USA
| | - Ray Samaniego
- Space and Airborne Systems, Raytheon, McKinney, TX, USA
| | - Jingfei Ma
- Departments of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Departments of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Eric P. Tamm
- Departments of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Departments of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sam Beddar
- Departments of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Departments of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Eugene J. Koay
- Departments of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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