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Liu F, Yu L, Zhao Y, Li G, He X. Organ Function Preservation in Locally Advanced Low Rectal Cancer Through Total Neoadjuvant Therapy: A Case Report and Literature Review. Cancer Manag Res 2025; 17:121-129. [PMID: 39897093 PMCID: PMC11782422 DOI: 10.2147/cmar.s499531] [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: 10/16/2024] [Accepted: 01/17/2025] [Indexed: 02/04/2025] Open
Abstract
Locally advanced rectal cancer (LARC) is a common malignancy that is often managed with neoadjuvant radiotherapy to downstage the tumor and increase the rate of complete response. Recent evidence suggests that total neoadjuvant therapy (TNT) may further improve complete response rates and overall survival compared to conventional treatment methods. This case report describes a 61-year-old male patient with LARC who achieved a clinical complete response following TNT. The treatment regimen followed the CinClare study protocol, which included radiotherapy targeting both the rectum and regional lymph nodes, in combination with chemotherapy consisting of irinotecan and capecitabine. After concurrent chemoradiotherapy, the patient underwent six additional cycles of consolidation chemotherapy, leading to a near-complete clinical response. This case demonstrates the potential effectiveness of a high-intensity, dose-dense regimen involving synchronous radiotherapy followed by a six-cycle consolidation chemotherapy course aimed at optimizing organ preservation. This approach highlights a novel model for enhancing organ preservation in patients with low-grade LARC.
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Affiliation(s)
- Fengyuan Liu
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, People’s Republic of China
| | - Li Yu
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, People’s Republic of China
| | - Yuanyuan Zhao
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, People’s Republic of China
| | - Guoliang Li
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, People’s Republic of China
| | - Xinjia He
- Department of Radiation Oncology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, People’s Republic of China
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Wurschi GW, Schneider C, Ernst T, Helfritzsch H, Nowatschin J, Bitter T, Freesmeyer M, Pietschmann K, Römer M. Curative-Intended Management of Synchronous Esophageal and Rectal Cancer-A Systematic Literature Review. J Gastrointest Cancer 2025; 56:41. [PMID: 39800833 PMCID: PMC11725541 DOI: 10.1007/s12029-025-01170-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/05/2025] [Indexed: 01/16/2025]
Abstract
PURPOSE Synchronous esophageal (EC) and rectal carcinoma (RC) is a rare and challenging condition, particularly in curative-intended treatment. Especially locally advanced tumors may not be suitable for primary resection and require individual multimodal treatment. This review examines curative-intended management of synchronous EC and RC. MATERIAL AND METHODS A systematic literature search across five electronic databases according to the PRISMA guideline was conducted. Individual patient data was analyzed, including two additional cases from our institution. RESULTS We identified 9 relevant cases from 1552 results. Additionally, two male patients (62 and 65 years old) from our institution were included. Both received 5-fluorouracil/cisplatin-based chemoradiotherapy (CRT) for EC. Sequential short-course radiation (SCRT) for RC was performed in one patient. After complete response (CR) in both tumors, no consecutive surgery was performed. He underwent resection for local recurrence of RC 11 months later and is currently considered as disease-free (30 months follow-up). The second patient underwent primary resection of RC and had early progression following resection of EC. We found that most patients had advanced EC (8/11), with the majority receiving neoadjuvant (5/11) or definitive treatment (3/11). Locally advanced RC was diagnosed in 5/11 patients, primarily treated with sequential resection. Pyrimidine-based systemic treatment was common. Four relapses and two deaths were reported, but median follow-up was 11 (range 1.5-30) months only. CONCLUSION The review suggests that neoadjuvant multimodal approaches may offer curative potential for synchronous EC and RC, with individualized treatment protocols adapted from single-cancer protocols. Nevertheless, data on long-term outcome is limited.
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Affiliation(s)
- Georg W Wurschi
- Department of Radiotherapy and Radiation Oncology, Jena University Hospital, 07747, Jena, Germany.
- Clinician Scientist Program, Interdisciplinary Center for Clinical Research (IZKF), Jena University Hospital, 07747, Jena, Germany.
- Comprehensive Cancer Center Central Germany, Campus Jena, 07747, Jena, Germany.
| | - Claus Schneider
- Comprehensive Cancer Center Central Germany, Campus Jena, 07747, Jena, Germany
- Department of General, Visceral and Vascular Surgery, Jena University Hospital, 07747, Jena, Germany
| | - Thomas Ernst
- Comprehensive Cancer Center Central Germany, Campus Jena, 07747, Jena, Germany
- Klinik Für Innere Medizin II, Hematology/Oncology, Jena University Hospital, 07747, Jena, Germany
| | - Herry Helfritzsch
- Department of General, Visceral and Thoracic Surgery, Thuringia-Clinic Saalfeld Georgius Agricola, 07318, Saalfeld, Germany
| | - Jens Nowatschin
- Department of Internal Medicine, Thuringia-Clinic Saalfeld Georgius Agricola, 07318, Saalfeld, Germany
| | - Thomas Bitter
- Comprehensive Cancer Center Central Germany, Campus Jena, 07747, Jena, Germany
- Department of Otorhinolaryngology, Jena University Hospital, 07747, Jena, Germany
| | - Martin Freesmeyer
- Comprehensive Cancer Center Central Germany, Campus Jena, 07747, Jena, Germany
- Clinic of Nuclear Medicine, Jena University Hospital, 07747, Jena, Germany
| | - Klaus Pietschmann
- Department of Radiotherapy and Radiation Oncology, Jena University Hospital, 07747, Jena, Germany
- Comprehensive Cancer Center Central Germany, Campus Jena, 07747, Jena, Germany
| | - Maximilian Römer
- Department of Radiotherapy and Radiation Oncology, Jena University Hospital, 07747, Jena, Germany
- Comprehensive Cancer Center Central Germany, Campus Jena, 07747, Jena, Germany
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Shahabi F, Ansari M, Najafi Ghobadi K, Ghahramani A, Parandeh A, Saberi‐Karimian M, Orafaie A, Abdollahi A. Significant Pathologic Response Following Neoadjuvant Therapy and Curative Resection in Patients With Rectal Cancer: Surgical and Oncological Outcomes From a Retrospective Cohort Study. Cancer Rep (Hoboken) 2024; 7:e70041. [PMID: 39506816 PMCID: PMC11541061 DOI: 10.1002/cnr2.70041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 09/24/2024] [Accepted: 10/14/2024] [Indexed: 11/08/2024] Open
Abstract
AIM This study evaluated surgical complication rates, recurrence-free survival, overall survival (OS), and stoma status of patients with rectal cancer after significant pathologic response following neoadjuvant treatment and curative resection. Pathologic complete response (pCR) and near-pCR patients constitute patients in our study. METHODS Included was a retrospective cohort study of patients with rectal cancer who were diagnosed between July 2011 and September 2022 and who underwent neoadjuvant therapy and surgical resection. RESULTS Of 696 patients with rectal cancer, 149 (21.4%) cases achieved significant pathologic response. During the 64 (70.5) months of follow-up, recurrence occurred in 16.1% of patients and distant metastases account for the majority of them. Age (p = 0.014) and receiving adjuvant chemotherapy (p = 0.016) were significantly related to the occurrence of recurrence. The five-year recurrence-free survival (RFS) and OS rates were obtained at 83% and 87%, respectively. Although age and surgical technique were significant factors in univariate Cox regression analysis, none of the candidate variables were significant prognostic factors for RFS in the multiple models. The risk of surgical complications remained in these patients. The most frequent complication attributed to infection (20.8%). Despite the 24.8% presence of permanent stoma at primary surgery, more than 50% of our patients lived without stoma at the last follow-up. CONCLUSION Our recurrence rate was about 16%, and it was related to age and adjuvant chemotherapy. These patients achieved over 80% rates of five-year RFS and OS. No significant prognostic factors were found on RFS in the multivariable model. As a matter of course, the risk of surgical complications and permanent stoma has still remained in these patients.
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Affiliation(s)
- Fatemeh Shahabi
- Endoscopic and Minimally Invasive Surgery Research CenterMashhad University of Medical SciencesMashhadIran
| | - Majid Ansari
- Endoscopic and Minimally Invasive Surgery Research CenterMashhad University of Medical SciencesMashhadIran
| | | | - Abolfazl Ghahramani
- Endoscopic and Minimally Invasive Surgery Research CenterMashhad University of Medical SciencesMashhadIran
| | - Amiresmaeil Parandeh
- Endoscopic and Minimally Invasive Surgery Research CenterMashhad University of Medical SciencesMashhadIran
| | - Maryam Saberi‐Karimian
- Endoscopic and Minimally Invasive Surgery Research CenterMashhad University of Medical SciencesMashhadIran
| | - Ala Orafaie
- Endoscopic and Minimally Invasive Surgery Research CenterMashhad University of Medical SciencesMashhadIran
| | - Abbas Abdollahi
- Endoscopic and Minimally Invasive Surgery Research CenterMashhad University of Medical SciencesMashhadIran
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Yang J, Ding Z, Yu Y, Liu J, Song S, Zheng Z, Yu H. Sequential Autologous CIK/NK Cells Combined with Chemotherapy to Induce Long-Term Tumor Control in Advanced Rectal Cancer: A Case Report. Cancer Manag Res 2024; 16:1425-1433. [PMID: 39430003 PMCID: PMC11490250 DOI: 10.2147/cmar.s482306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 10/10/2024] [Indexed: 10/22/2024] Open
Abstract
Objective Colorectal carcinoma (CRC) is the third most common malignancy. In addition to comprehensive cancer treatments, such as surgery, chemotherapy, and radiotherapy, the adoptive immune cell therapy (ACT) has played an increasingly important role in recent years, and the adaptive transfusion of autologous NK cells and CIK cells is a brand-new approach to cellular therapy for solid tumors. Case Presentation A 57-year-old man underwent a radical resection of microsatellite stable (MSS) rectal cancer with synchronous liver metastases. After surgery of the primary lesion surgery, he was treated with autologous CIK/NK cells combined with XELOX translational therapy. Each cycle can obtain over 10 × 109 CIK cells or over 6 × 109 NK cells combined chemotherapy of XELOX every 3 weeks. After 2 cycles of therapy, he achieved partial response (PR). He immediately underwent a hepatic metastasis resection. After surgery, the patient continued to receive autologous CIK/NK cells in combined with 4 cycles of XELOX. To date, he has achieved and maintained no evidence of disease (NED) for over 40 months. Conclusion This is a case of successful treatment of rectal cancer with liver metastasis using ACT in conjunction with first-line chemotherapy. The advantage of this treatment plan is that it has few side effects and achieves long-term control of tumor recurrence by improving the patient's immune function. However, its responsiveness and benefit rate still need further investigation.
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Affiliation(s)
- Ji Yang
- Basic Medicine Laboratory, General Hospital of Northern Theater Command, Shenyang, 110016, People’s Republic of China
| | - Zhenyu Ding
- Department of Clinical Oncology, General Hospital of Northern Theater Command, Shenyang, 110016, People’s Republic of China
| | - Ying Yu
- Basic Medicine Laboratory, General Hospital of Northern Theater Command, Shenyang, 110016, People’s Republic of China
| | - Junde Liu
- Basic Medicine Laboratory, General Hospital of Northern Theater Command, Shenyang, 110016, People’s Republic of China
| | - Shuang Song
- Basic Medicine Laboratory, General Hospital of Northern Theater Command, Shenyang, 110016, People’s Republic of China
| | - Zhendong Zheng
- Department of Clinical Oncology, General Hospital of Northern Theater Command, Shenyang, 110016, People’s Republic of China
| | - Huiying Yu
- Basic Medicine Laboratory, General Hospital of Northern Theater Command, Shenyang, 110016, People’s Republic of China
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5
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Han Y, Qi W, Wang S, Cao W, Chen J, Cai G. Identification of patients with locally advanced rectal cancer eligible for neoadjuvant chemotherapy alone: Results of a retrospective study. Cancer Med 2023; 12:13309-13318. [PMID: 37148548 PMCID: PMC10315751 DOI: 10.1002/cam4.6029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 03/27/2023] [Accepted: 04/24/2023] [Indexed: 05/08/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Neoadjuvant chemotherapy (nCT) appears in a few clinical studies as an alternative to neoadjuvant chemoradiation (nCRT) in selected patients with locally advanced rectal cancer (LARC). We aimed to compare the clinical outcomes of nCT with or without nCRT in patients with LARC and to identify patients who may be suitable for nCT alone. MATERIALS AND METHODS A total of 155 patients with LARC who received neoadjuvant treatment (NT) were retrospectively analysed from January 2016 to June 2021. The patients were divided into two groups: nCRT (n = 101) and nCT (n = 54). More patients with locally advanced disease (cT4, cN+ and magnetic resonance imaging-detected mesorectal fascia [mrMRF] positive [+]) were found in the nCRT group. Patients in the nCRT group received a dose of 50 Gy/25 Fx irradiation with concurrent capecitabine, and the median number of nCT cycles was two. In the nCT group, the median number of cycles was four. RESULTS The median follow-up duration was 30 months. The pathologic complete response (pCR) rate in the nCRT group was significantly higher than that in the nCT group (17.5% vs. 5.6%, p = 0.047). A significant difference was observed in the locoregional recurrence rate (LRR); 6.9% in the nCRT group and 16.7% in the nCT group (p = 0.011). Among patients with initial mrMRF (+) status, the LRR in the nCRT group was significantly lower than that in the nCT group (6.1% vs. 20%, p = 0.007), but not in patients with initial mrMRF negative (-) (10.5% in each group, p = 0.647). Compared with the nCT group, a lower LRR was observed in patients in the nCRT group with initial mrMRF (+) converted to mrMRF (-) after NT (5.3% vs. 23%, p = 0.009). No significant difference was observed between the two groups regarding acute toxicity and overall and progression-free survivals. Multivariate analysis showed that nCRT and ypN stage were independent prognostic factors for the development of LRR. CONCLUSION Patients with initial mrMRF (-) may be suitable for nCT alone. However, patients with initial mrMRF (+) converted to mrMRF (-) after nCT are still at high risk of LRR, and radiotherapy is recommended. Prospective studies are required to confirm these findings.
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Affiliation(s)
- Yi‐min Han
- Department of Radiation Oncology, Ruijin HospitalShanghai Jiaotong University School of MedicineShanghaiChina
| | - Wei‐xiang Qi
- Department of Radiation Oncology, Ruijin HospitalShanghai Jiaotong University School of MedicineShanghaiChina
| | - Shu‐bei Wang
- Department of Radiation Oncology, Ruijin HospitalShanghai Jiaotong University School of MedicineShanghaiChina
| | - Wei‐guo Cao
- Department of Radiation Oncology, Ruijin HospitalShanghai Jiaotong University School of MedicineShanghaiChina
| | - Jia‐yi Chen
- Department of Radiation Oncology, Ruijin HospitalShanghai Jiaotong University School of MedicineShanghaiChina
| | - Gang Cai
- Department of Radiation Oncology, Ruijin HospitalShanghai Jiaotong University School of MedicineShanghaiChina
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6
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Baz Y, Rassam M, Rhayem E, Zouein J, Gharios J, Kourie HR. The use of dostarlimab, a safe and efficient monotherapy in MSI-H rectal cancer patients, an alternative to surgery. Immunotherapy 2023. [PMID: 37139962 DOI: 10.2217/imt-2022-0239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023] Open
Affiliation(s)
- Yara Baz
- Faculty of Medicine, Saint Joseph University of Beirut, Lebanon
| | - Maria Rassam
- Faculty of Medicine, Saint Joseph University of Beirut, Lebanon
| | - Elsa Rhayem
- Faculty of Medicine, Saint Joseph University of Beirut, Lebanon
| | - Joseph Zouein
- Faculty of Medicine, Saint Joseph University of Beirut, Lebanon
| | - Joseph Gharios
- Faculty of Medicine, Saint Joseph University of Beirut, Lebanon
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7
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Li J, Ma Y, Wen L, Zhang G, Yao X. Outcomes after the watch-and-wait strategy and local excision treatment for rectal cancer: a meta-analysis. Expert Rev Anticancer Ther 2023; 23:555-564. [PMID: 36795784 DOI: 10.1080/14737140.2023.2181796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
BACKGROUND The watch-and-wait (W&W) strategy and local excision (LE) have been used in patients with clinical complete response (cCR) for rectal cancer, but the comparative outcomes of the two strategies are controversial. We compared the efficacy of the W&W strategy with LE for rectal cancer patients after neoadjuvant chemoradiotherapy (nCRT) or total neoadjuvant therapy (TNT). RESEARCH DESIGN AND METHODS Several domestic and foreign databases were searched for the relevant literature on comparative trials of the W&W strategy and LE surgery for rectal cancer after neoadjuvant therapy with the following outcomes; differences in local recurrence (LR), distant metastasis (DM/DM+LR), 3-year disease-free survival (DFS), 3-year local recurrence-free survival (LRFS) and 3-year overall survival (OS). RESULTS Nine articles, were analyzed. Overall, 442 patients were included, with 267 and 175 patients in the W&W and LE groups, respectively. Meta-analysis results showed no significant differences the between W&W and LE groups with respect to LR, DM/DM+LR, 3-year DFS, 3-year LRFS, and 3-year OS. This study has been registered in PROSPERO (registration number: CRD42022331208). CONCLUSION The W&W strategy may be preferred for some rectal cancer patients who select LE and reach cCR or near cCR after nCRT or TNT.
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Affiliation(s)
- Jinghui Li
- Gannan Medical university, Ganzhou, Jiangxi, China.,Ganzhou Hospital of Guangdong Provincial People's Hospital, Ganzhou Municipal Hospital, Ganzhou, Jiangxi, China.,Department of Gastrointestinal Surgery, Department of General Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, PR, China
| | - Yongli Ma
- Gannan Medical university, Ganzhou, Jiangxi, China.,Ganzhou Hospital of Guangdong Provincial People's Hospital, Ganzhou Municipal Hospital, Ganzhou, Jiangxi, China
| | - Liang Wen
- Gannan Medical university, Ganzhou, Jiangxi, China.,Ganzhou Hospital of Guangdong Provincial People's Hospital, Ganzhou Municipal Hospital, Ganzhou, Jiangxi, China.,Department of Gastrointestinal Surgery, Department of General Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, PR, China
| | - Guosheng Zhang
- Gannan Medical university, Ganzhou, Jiangxi, China.,Ganzhou Hospital of Guangdong Provincial People's Hospital, Ganzhou Municipal Hospital, Ganzhou, Jiangxi, China
| | - Xueqing Yao
- Gannan Medical university, Ganzhou, Jiangxi, China.,Ganzhou Hospital of Guangdong Provincial People's Hospital, Ganzhou Municipal Hospital, Ganzhou, Jiangxi, China.,Department of Gastrointestinal Surgery, Department of General Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, PR, China
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8
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Chen M, Zhang J, Hou Y, Liu H, Fan X, Luo S, Liu Z, Hu H, Lai S, Kang L, Huang L. Clinical significance of adjuvant chemotherapy for pathological complete response rectal cancer patients with acellular mucin pools after neoadjuvant chemoradiotherapy. Therap Adv Gastroenterol 2023; 16:17562848221117875. [PMID: 36755740 PMCID: PMC9900662 DOI: 10.1177/17562848221117875] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 07/07/2022] [Indexed: 02/10/2023] Open
Abstract
Background Approximately 15-30% of locally advanced rectal cancer (LARC) patients achieved pathological complete response (pCR) after neoadjuvant chemoradiotherapy (CRT) and total mesorectal excision, but the clinical significance of adjuvant chemotherapy (ACT) for pCR patients remains unclear. Objectives To determine whether LARC pCR patients can benefit from the administration of ACT. Design Single center retrospective study. Methods This study retrospectively included 280 LARC patients who achieved pCR after CRT and surgery from 2011 to 2019. The information of patients was recorded. Main outcome measures included 5-year disease-free survival (DFS) and 5-year overall survival. Subgroup analysis was conducted on whether pCR patients with acellular mucin pools received ACT or not. Results A total of 74/280 (26.4%) patients were identified with acellular mucin pools. Disease recurrence occurred in 38/280 (13.6%) patients, and in the subgroup of patients with acellular mucin pools, 15/74 (20.3%) patients developed distant metastases. The existence of acellular mucin pools was associated with worse DFS (79.7% versus 88.8%, P = 0.037). Among pCR patients with acellular mucin pools, 9/25 (36.0%) of non-ACT patients occurred recurrence, and ACT was beneficial for improving DFS (hazard ratio: 0.245; 95% confidence interval: 0.084-0.719; P = 0.010). Conclusions The existence of acellular mucin pools may represent a sign of invasive tumor biology, which indicated a negative prognosis. ACT can improve the prognosis of patient with acellular mucin pools, so ACT should be considered for them.
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Affiliation(s)
| | | | | | - Huashan Liu
- Department of Colorectal Surgery, The Sixth
Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong,
China,Guangdong Institute of Gastroenterology,
Guangzhou, Guangdong, China,Guangdong Provincial Key Laboratory of
Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun
Yat-sen University, Guangzhou, Guangdong, China
| | - Xinjuan Fan
- Guangdong Provincial Key Laboratory of
Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun
Yat-sen University, Guangzhou, Guangdong, China,Department of Pathology, The Sixth Affiliated
Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Shuangling Luo
- Department of Colorectal Surgery, The Sixth
Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong,
China,Guangdong Institute of Gastroenterology,
Guangzhou, Guangdong, China,Guangdong Provincial Key Laboratory of
Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun
Yat-sen University, Guangzhou, Guangdong, China
| | - Zhanzhen Liu
- Department of Colorectal Surgery, The Sixth
Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong,
China,Guangdong Institute of Gastroenterology,
Guangzhou, Guangdong, China,Guangdong Provincial Key Laboratory of
Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun
Yat-sen University, Guangzhou, Guangdong, China
| | - Huanxin Hu
- Department of Colorectal Surgery, The Sixth
Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong,
China,Guangdong Institute of Gastroenterology,
Guangzhou, Guangdong, China,Guangdong Provincial Key Laboratory of
Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun
Yat-sen University, Guangzhou, Guangdong, China
| | - Sicong Lai
- Department of Colorectal Surgery, The Sixth
Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong,
China,Guangdong Institute of Gastroenterology,
Guangzhou, Guangdong, China,Guangdong Provincial Key Laboratory of
Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun
Yat-sen University, Guangzhou, Guangdong, China
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9
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Song M, Wang H, Wang L, Li S, Zhang Y, Geng J, Zhu X, Li Y, Cai Y, Wang W. Dentate line invasion as a predictive factor of poor distant relapse-free survival in locally advanced lower rectal cancer with anal sphincter involvement. BMC Cancer 2022; 22:1196. [PMCID: PMC9675199 DOI: 10.1186/s12885-022-10299-8] [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: 05/31/2022] [Accepted: 11/09/2022] [Indexed: 11/21/2022] Open
Abstract
Background While an important surgical landmark of the dentate line has been established for locally advanced lower rectal cancer (LALRC), the prognostic significance of dentate line invasion (DLI) has not been well defined. This study aimed to explore the impact of DLI on prognosis in LALRC patients with anal sphincter involvement after neoadjuvant chemoradiotherapy followed by surgery. Methods We analyzed 210 LALRC patients and classified them into DLI group (n = 45) or non-DLI group (n = 165). The exact role of DLI in survival and failure patterns was assessed before and after propensity-score matching(PSM). Finally, 50 patients were matched. Results Before matching, patients in the DLI group had poorer 5-year distant relapse-free survival (DRFS) (P < 0.001), disease-free survival (DFS) (P < 0.001), and overall survival (OS) (P = 0.022) than those in the non-DLI group, with the exception of local recurrence-free survival (LRFS) (P = 0.114). After PSM, the 5-year DRFS, DFS, OS, and LRFS were 51.7% vs. 79.8%(P = 0.026), 51.7% vs. 79.8%(P = 0.029), 71.6% vs. 85.4%(P = 0.126), and 85.7% vs. 92.0%(P = 0.253), respectively, between the two groups. DLI was also an independent prognostic factor for poor DRFS with (Hazard ratio [HR] 3.843, P = 0.020) or without matching (HR 2.567, P = 0.001). The DLI group exhibited a higher rate of distant metastasis before (44.4% vs. 19.4%, P < 0.001) and after matching (48.0% vs. 20.0%, P = 0.037) and similar rates of locoregional recurrence before (13.3% vs.7.9%, P = 0.729) and after matching (16.0% vs.12.0%, P = 1.000). Conclusions DLI may portend worse DRFS and distant metastasis in LALRC patients with anal sphincter involvement, and this may be an important variable to guide clinicians. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-10299-8.
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Affiliation(s)
- Maxiaowei Song
- grid.412474.00000 0001 0027 0586Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, 100142 People’s Republic of China
| | - Hongzhi Wang
- grid.412474.00000 0001 0027 0586Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, 100142 People’s Republic of China
| | - Lin Wang
- grid.412474.00000 0001 0027 0586Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department 3 of Gastrointestinal Surgery, Peking University Cancer Hospital and Institute, Beijing, 100142 People’s Republic of China
| | - Shuai Li
- grid.412474.00000 0001 0027 0586Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, 100142 People’s Republic of China
| | - Yangzi Zhang
- grid.412474.00000 0001 0027 0586Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, 100142 People’s Republic of China
| | - Jianhao Geng
- grid.412474.00000 0001 0027 0586Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, 100142 People’s Republic of China
| | - Xianggao Zhu
- grid.412474.00000 0001 0027 0586Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, 100142 People’s Republic of China
| | - Yongheng Li
- grid.412474.00000 0001 0027 0586Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, 100142 People’s Republic of China
| | - Yong Cai
- grid.412474.00000 0001 0027 0586Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, 100142 People’s Republic of China
| | - Weihu Wang
- grid.412474.00000 0001 0027 0586Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, 100142 People’s Republic of China
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10
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Ng SP, Cardenas CE, Bahig H, Elgohari B, Wang J, Johnson JM, Moreno AC, Shah SJ, Garden AS, Phan J, Gunn GB, Frank SJ, Ding Y, Na L, Yuan Y, Urbauer D, Mohamed ASR, Rosenthal DI, Morrison WH, MacManus MP, Fuller CD. Changes in Apparent Diffusion Coefficient (ADC) in Serial Weekly MRI during Radiotherapy in Patients with Head and Neck Cancer: Results from the PREDICT-HN Study. Curr Oncol 2022; 29:6303-6313. [PMID: 36135064 PMCID: PMC9498049 DOI: 10.3390/curroncol29090495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 08/24/2022] [Accepted: 08/29/2022] [Indexed: 11/16/2022] Open
Abstract
Background: The PREDICT-HN study aimed to systematically assess the kinetics of imaging MR biomarkers during head and neck radiotherapy. Methods: Patients with intact squamous cell carcinoma of the head and neck were enrolled. Pre-, during, and post-treatment MRI were obtained. Serial GTV and ADC measurements were recorded. The correlation between each feature and the GTV was calculated using Spearman’s correlation coefficient. The linear mixed model was used to evaluate the change in GTV over time. Results: A total of 41 patients completed the study. The majority (76%) had oropharyngeal cancer. A total of 36 patients had intact primary tumours that can be assessed on MRI, and 31 patients had nodal disease with 46 nodes assessed. Median primary GTV (GTVp) size was 14.1cc. The rate of GTVp shrinkage was highest between pre-treatment and week 4. Patients with T3-T4 tumours had a 3.8-fold decrease in GTVp compared to T1-T2 tumours. The ADC values correlated with residual GTVp. The median nodal volume (GTVn) was 12.4cc. No clinical features were found to correlate with GTVn reduction. The overall change in ADC for GTVn from pre-treatment was significant for 35th−95th percentiles in weeks 1−4 (p < 0.001). Conclusion: A discrepancy in the trajectory of ADC between primary and nodal sites suggested that they exhibit different treatment responses and should be analysed separately in future studies.
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Affiliation(s)
- Sweet Ping Ng
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
- Department of Radiation Oncology, Olivia Newton-John Cancer and Wellness Centre, Austin Health, Melbourne, VIC 3071, Australia
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC 3000, Australia
| | - Carlos E. Cardenas
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Houda Bahig
- Department of Radiation Oncology, Centre Hospitalier de l’Université de Montréal, Montreal, QC H2X 3E4, Canada
| | - Baher Elgohari
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
- Department of Clinical Oncology and Nuclear Medicine, Mansoura University, Mansoura 35516, Egypt
| | - Jihong Wang
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Jason M. Johnson
- Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Amy C. Moreno
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Shalin J. Shah
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Adam S. Garden
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Jack Phan
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - G. Brandon Gunn
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Steven J. Frank
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Yao Ding
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Lumine Na
- Department of Biostatistics, Peter MacCallum Cancer Centre, Melbourne, VIC 3000, Australia
| | - Ying Yuan
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Diana Urbauer
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Abdallah S. R. Mohamed
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - David I. Rosenthal
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - William H. Morrison
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
| | - Michael P. MacManus
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC 3000, Australia
| | - Clifton D. Fuller
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77098, USA
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11
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Pham TT, Lim S, Lin M. Predicting neoadjuvant chemoradiotherapy response with functional imaging and liquid biomarkers in locally advanced rectal cancer. Expert Rev Anticancer Ther 2022; 22:1081-1098. [PMID: 35993178 DOI: 10.1080/14737140.2022.2114457] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
INTRODUCTION Non-invasive predictive quantitative biomarkers are required to guide treatment individualization in patients with locally advanced rectal cancer (LARC) in order to maximise therapeutic outcomes and minimise treatment toxicity. Magnetic resonance imaging (MRI), positron emission tomography (PET) and blood biomarkers have the potential to predict chemoradiotherapy (CRT) response in LARC. AREAS COVERED This review examines the value of functional imaging (MRI and PET) and liquid biomarkers (circulating tumor cells (CTCs) and circulating tumor nucleic acid (ctNA)) in the prediction of CRT response in LARC. Selected imaging and liquid biomarker studies are presented and the current status of the most promising imaging (apparent diffusion co-efficient (ADC), Ktrans, SUVmax, metabolic tumor volume (MTV) and total lesion glycolysis (TLG) and liquid biomarkers (circulating tumor cells (CTCs), circulating tumor nucleic acid (ctNA)) is discussed. The potential applications of imaging and liquid biomarkers for treatment stratification and a pathway to clinical translation are presented. EXPERT OPINION Functional imaging and liquid biomarkers provide novel ways of predicting CRT response. The clinical and technical validation of the most promising imaging and liquid biopsy biomarkers in multi-centre studies with harmonised acquisition techniques is required. This will enable clinical trials to investigate treatment escalation or de-escalation pathways in rectal cancer.
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Affiliation(s)
- Trang Thanh Pham
- South West Sydney Clinical School, Faculty of Medicine and Health, University of New South Wales, Liverpool NSW Australia 2170.,Department of Radiation Oncology, Liverpool Cancer Therapy Centre, Liverpool Hospital, Liverpool NSW Australia 2170.,Ingham Institute for Applied Medical Research, Liverpool NSW Australia 2170
| | - Stephanie Lim
- Ingham Institute for Applied Medical Research, Liverpool NSW Australia 2170.,Department of Medical Oncology, Macarthur Cancer Therapy Centre, Campbelltown Hospital, Campbelltown Australia 2560.,School of Medicine, Western Sydney University, Campbelltown, Sydney 2560
| | - Michael Lin
- South West Sydney Clinical School, Faculty of Medicine and Health, University of New South Wales, Liverpool NSW Australia 2170.,School of Medicine, Western Sydney University, Campbelltown, Sydney 2560.,Department of Nuclear Medicine, Liverpool Hospital, Liverpool NSW Australia 2170
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12
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Wichtmann BD, Albert S, Zhao W, Maurer A, Rödel C, Hofheinz RD, Hesser J, Zöllner FG, Attenberger UI. Are We There Yet? The Value of Deep Learning in a Multicenter Setting for Response Prediction of Locally Advanced Rectal Cancer to Neoadjuvant Chemoradiotherapy. Diagnostics (Basel) 2022; 12:1601. [PMID: 35885506 PMCID: PMC9317842 DOI: 10.3390/diagnostics12071601] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 06/26/2022] [Accepted: 06/28/2022] [Indexed: 11/17/2022] Open
Abstract
This retrospective study aims to evaluate the generalizability of a promising state-of-the-art multitask deep learning (DL) model for predicting the response of locally advanced rectal cancer (LARC) to neoadjuvant chemoradiotherapy (nCRT) using a multicenter dataset. To this end, we retrained and validated a Siamese network with two U-Nets joined at multiple layers using pre- and post-therapeutic T2-weighted (T2w), diffusion-weighted (DW) images and apparent diffusion coefficient (ADC) maps of 83 LARC patients acquired under study conditions at four different medical centers. To assess the predictive performance of the model, the trained network was then applied to an external clinical routine dataset of 46 LARC patients imaged without study conditions. The training and test datasets differed significantly in terms of their composition, e.g., T-/N-staging, the time interval between initial staging/nCRT/re-staging and surgery, as well as with respect to acquisition parameters, such as resolution, echo/repetition time, flip angle and field strength. We found that even after dedicated data pre-processing, the predictive performance dropped significantly in this multicenter setting compared to a previously published single- or two-center setting. Testing the network on the external clinical routine dataset yielded an area under the receiver operating characteristic curve of 0.54 (95% confidence interval [CI]: 0.41, 0.65), when using only pre- and post-therapeutic T2w images as input, and 0.60 (95% CI: 0.48, 0.71), when using the combination of pre- and post-therapeutic T2w, DW images, and ADC maps as input. Our study highlights the importance of data quality and harmonization in clinical trials using machine learning. Only in a joint, cross-center effort, involving a multidisciplinary team can we generate large enough curated and annotated datasets and develop the necessary pre-processing pipelines for data harmonization to successfully apply DL models clinically.
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Affiliation(s)
- Barbara D. Wichtmann
- Department of Diagnostic and Interventional Radiology, University Hospital Bonn, 53127 Bonn, Germany;
| | - Steffen Albert
- Computer Assisted Clinical Medicine, Mannheim Institute for Intelligent Systems in Medicine, Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany; (S.A.); (F.G.Z.)
| | - Wenzhao Zhao
- Data Analysis and Modeling, Mannheim Institute for Intelligent Systems in Medicine (MIISM), Medical School Mannheim, Central Institute for Scientific Computing (IWR), Central Institute for Computer Engineering (ZITI), CZS Heidelberg Center for Model-Based AI, Heidelberg University, 69047 Heidelberg, Germany; (W.Z.); (J.H.)
| | - Angelika Maurer
- Clinical Functional Imaging, Department of Diagnostic and Interventional Radiology, University Hospital Bonn, 53127 Bonn, Germany;
| | - Claus Rödel
- Department of Radiotherapy and Oncology, University Hospital Frankfurt, 60596 Frankfurt am Main, Germany;
| | - Ralf-Dieter Hofheinz
- Department of Medicine III, Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany;
| | - Jürgen Hesser
- Data Analysis and Modeling, Mannheim Institute for Intelligent Systems in Medicine (MIISM), Medical School Mannheim, Central Institute for Scientific Computing (IWR), Central Institute for Computer Engineering (ZITI), CZS Heidelberg Center for Model-Based AI, Heidelberg University, 69047 Heidelberg, Germany; (W.Z.); (J.H.)
| | - Frank G. Zöllner
- Computer Assisted Clinical Medicine, Mannheim Institute for Intelligent Systems in Medicine, Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany; (S.A.); (F.G.Z.)
| | - Ulrike I. Attenberger
- Department of Diagnostic and Interventional Radiology, University Hospital Bonn, 53127 Bonn, Germany;
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13
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Surov A, Pech M, Powerski M, Woidacki K, Wienke A. Pretreatment Apparent Diffusion Coefficient Cannot Predict Histopathological Features and Response to Neoadjuvant Radiochemotherapy in Rectal Cancer: A Meta-Analysis. Dig Dis 2022; 40:33-49. [PMID: 33662962 PMCID: PMC8820443 DOI: 10.1159/000515631] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 02/24/2021] [Indexed: 02/02/2023]
Abstract
AIM Our purpose was to perform a systemic literature review and meta-analysis regarding use of apparent diffusion coefficient (ADC) for prediction of histopathological features in rectal cancer (RC) and to prove if ADC can predict treatment response to neoadjuvant radiochemotherapy (NARC) in RC. METHODS MEDLINE library, EMBASE, Cochrane, and SCOPUS database were screened for associations between ADC and histopathology and/or treatment response in RC up to June 2020. Authors, year of publication, study design, number of patients, mean value, and standard deviation of ADC were acquired. The methodological quality of the collected studies was checked according to the Quality Assessment of Diagnostic Studies instrument. The meta-analysis was undertaken by using the RevMan 5.3 software. DerSimonian and Laird random-effects models with inverse-variance weights were used to account the heterogeneity between the studies. Mean ADC values including 95% confidence intervals were calculated. RESULTS Overall, 37 items (2,015 patients) were included. ADC values of tumors with different T and N stages and grades overlapped strongly. ADC cannot distinguish RC with a high- and low-carcinoembryonic antigen level. Regarding KRAS status, ADC cannot discriminate mutated and wild-type RC. ADC did not correlate significantly with expression of vascular endothelial growth factor and hypoxia-inducible factor 1a. ADC correlates with Ki 67, with the calculated correlation coefficient: -0.52. The ADC values in responders and nonresponders overlapped significantly. CONCLUSION ADC correlates moderately with expression of Ki 67 in RC. ADC cannot discriminate tumor stages, grades, and KRAS status in RC. ADC cannot predict therapy response to NARC in RC.
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Affiliation(s)
- Alexey Surov
- Clinic for Radiology and Nuclear Medicine, Otto-von-Guericke University, Magdeburg, Germany,*Alexey Surov,
| | - Maciej Pech
- Clinic for Radiology and Nuclear Medicine, Otto-von-Guericke University, Magdeburg, Germany
| | - Maciej Powerski
- Clinic for Radiology and Nuclear Medicine, Otto-von-Guericke University, Magdeburg, Germany
| | - Katja Woidacki
- Experimental Radiology, Clinic for Radiology and Nuclear Medicine, Otto-von-Guericke University, Magdeburg, Germany
| | - Andreas Wienke
- Institute of Medical Epidemiology, Biostatistics, and Informatics, Martin-Luther-University Halle-Wittenberg, Halle, Germany
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14
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van Houdt PJ, Yang Y, van der Heide UA. Quantitative Magnetic Resonance Imaging for Biological Image-Guided Adaptive Radiotherapy. Front Oncol 2021; 10:615643. [PMID: 33585242 PMCID: PMC7878523 DOI: 10.3389/fonc.2020.615643] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 12/08/2020] [Indexed: 12/20/2022] Open
Abstract
MRI-guided radiotherapy systems have the potential to bring two important concepts in modern radiotherapy together: adaptive radiotherapy and biological targeting. Based on frequent anatomical and functional imaging, monitoring the changes that occur in volume, shape as well as biological characteristics, a treatment plan can be updated regularly to accommodate the observed treatment response. For this purpose, quantitative imaging biomarkers need to be identified that show changes early during treatment and predict treatment outcome. This review provides an overview of the current evidence on quantitative MRI measurements during radiotherapy and their potential as an imaging biomarker on MRI-guided radiotherapy systems.
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Affiliation(s)
- Petra J van Houdt
- Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Yingli Yang
- Department of Radiation Oncology, University of California, Los Angeles, CA, United States
| | - Uulke A van der Heide
- Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, Netherlands
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15
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Di Re AM, Sun Y, Sundaresan P, Hau E, Toh JWT, Gee H, Or M, Haworth A. MRI radiomics in the prediction of therapeutic response to neoadjuvant therapy for locoregionally advanced rectal cancer: a systematic review. Expert Rev Anticancer Ther 2021; 21:425-449. [PMID: 33289435 DOI: 10.1080/14737140.2021.1860762] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Introduction: The standard of care for locoregionally advanced rectal cancer is neoadjuvant therapy (NA CRT) prior to surgery, of which 10-30% experience a complete pathologic response (pCR). There has been interest in using imaging features, also known as radiomics features, to predict pCR and potentially avoid surgery. This systematic review aims to describe the spectrum of MRI studies examining high-performing radiomic features that predict NA CRT response.Areas covered: This article reviews the use of pre-therapy MRI in predicting NA CRT response for patients with locoregionally advanced rectal cancer (T3/T4 and/or N1+). The primary outcome was to identify MRI radiomic studies; secondary outcomes included the power and the frequency of use of radiomic features.Expert opinion: Advanced models incorporating multiple radiomics categories appear to be the most promising. However, there is a need for standardization across studies with regards to; the definition of NA CRT response, imaging protocols, and radiomics features incorporated. Further studies are needed to validate current radiomics models and to fully ascertain the value of MRI radiomics in the response prediction for locoregionally advanced rectal cancer.
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Affiliation(s)
- Angelina Marina Di Re
- Colorectal Department, Westmead Hospital, Cnr Hawkesbury, Westmead, NSW.,School of Physics, University of Sydney, Camperdown, NSW, Australia
| | - Yu Sun
- School of Physics, University of Sydney, Camperdown, NSW, Australia
| | - Purnima Sundaresan
- Radiation Oncology Network, Western Sydney Local Health District, Cnr Hawkesbury, Westmead, NSW, Australia.,Sydney Medical School, University of Sydney, Camperdown, NSW, Australia
| | - Eric Hau
- Radiation Oncology Network, Western Sydney Local Health District, Cnr Hawkesbury, Westmead, NSW, Australia.,Sydney Medical School, University of Sydney, Camperdown, NSW, Australia.,Centre for Cancer Research, Westmead Institute of Medical Research, Westmead, NSW, Australia
| | - James Wei Tatt Toh
- Colorectal Department, Westmead Hospital, Cnr Hawkesbury, Westmead, NSW.,Sydney Medical School, University of Sydney, Camperdown, NSW, Australia.,Centre for Cancer Research, Westmead Institute of Medical Research, Westmead, NSW, Australia
| | - Harriet Gee
- Radiation Oncology Network, Western Sydney Local Health District, Cnr Hawkesbury, Westmead, NSW, Australia.,Sydney Medical School, University of Sydney, Camperdown, NSW, Australia
| | - Michelle Or
- Radiation Oncology Network, Western Sydney Local Health District, Cnr Hawkesbury, Westmead, NSW, Australia
| | - Annette Haworth
- School of Physics, University of Sydney, Camperdown, NSW, Australia
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16
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Bleker de Oliveira M, Koshkin V, Liu G, Krylov SN. Analytical Challenges in Development of Chemoresistance Predictors for Precision Oncology. Anal Chem 2020; 92:12101-12110. [PMID: 32790291 DOI: 10.1021/acs.analchem.0c02644] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Chemoresistance, i.e., tumor insensitivity to chemotherapy, shortens life expectancy of cancer patients. Despite the availability of new treatment options, initial systemic regimens for solid tumors are dominated by a set of standard chemotherapy drugs, and alternative therapies are used only when a patient has demonstrated chemoresistance clinically. Chemoresistance predictors use laboratory parameters measured on tissue samples to predict the patient's response to chemotherapy and help to avoid application of chemotherapy to chemoresistant patients. Despite thousands of publications on putative chemoresistance predictors, there are only about a dozen predictors that are sufficiently accurate for precision oncology. One of the major reasons for inaccuracy of predictors is inaccuracy of analytical methods utilized to measure their laboratory parameters: an inaccurate method leads to an inaccurate predictor. The goal of this study was to identify analytical challenges in chemoresistance-predictor development and suggest ways to overcome them. Here we describe principles of chemoresistance predictor development via correlating a clinical parameter, which manifests disease state, with a laboratory parameter. We further classify predictors based on the nature of laboratory parameters and analyze advantages and limitations of different predictors using the reliability of analytical methods utilized for measuring laboratory parameters as a criterion. Our eventual focus is on predictors with known mechanisms of reactions involved in drug resistance (drug extrusion, drug degradation, and DNA damage repair) and using rate constants of these reactions to establish accurate and robust laboratory parameters. Many aspects and conclusions of our analysis are applicable to all types of disease biomarkers built upon the correlation of clinical and laboratory parameters.
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Affiliation(s)
- Mariana Bleker de Oliveira
- Department of Chemistry and Centre for Research on Biomolecular Interactions, York University, Toronto M3J 1P3, Canada
| | - Vasilij Koshkin
- Department of Chemistry and Centre for Research on Biomolecular Interactions, York University, Toronto M3J 1P3, Canada
| | - Geoffrey Liu
- Department of Medicine, Medical Oncology, Princess Margaret Cancer Centre, Toronto M5G 2M9, Canada
| | - Sergey N Krylov
- Department of Chemistry and Centre for Research on Biomolecular Interactions, York University, Toronto M3J 1P3, Canada
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17
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Pham TT, Stait-Gardner T, Lee CS, Barton M, Graham PL, Liney G, Wong K, Price WS. Correlation of ultra-high field MRI with histopathology for evaluation of rectal cancer heterogeneity. Sci Rep 2019; 9:9311. [PMID: 31249325 PMCID: PMC6597556 DOI: 10.1038/s41598-019-45450-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 06/04/2019] [Indexed: 01/22/2023] Open
Abstract
Current clinical MRI techniques in rectal cancer have limited ability to examine cancer stroma. The differentiation of tumour from desmoplasia or fibrous tissue remains a challenge. Standard MRI cannot differentiate stage T1 from T2 (invasion of muscularis propria) tumours. Diffusion tensor imaging (DTI) can probe tissue structure and organisation (anisotropy). The purpose of this study was to examine DTI-MRI derived imaging markers of rectal cancer stromal heterogeneity and tumour extent ex vivo. DTI-MRI at ultra-high magnetic field (11.7 tesla) was used to examine the stromal microstructure of malignant and normal rectal tissue ex vivo, and the findings were correlated with histopathology. Images obtained from DTI-MRI (A0, apparent diffusion coefficient and fractional anisotropy (FA)) were used to probe rectal cancer stromal heterogeneity. FA provided the best discrimination between cancer and desmoplasia, fibrous tissue and muscularis propria. Cancer had relatively isotropic diffusion (mean FA 0.14), whereas desmoplasia (FA 0.31) and fibrous tissue (FA 0.34) had anisotropic diffusion with significantly higher FA than cancer (p < 0.001). Tumour was distinguished from muscularis propria (FA 0.61) which was highly anisotropic with higher FA than cancer (p < 0.001). This study showed that DTI-MRI can assist in more accurately defining tumour extent in rectal cancer.
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Affiliation(s)
- Trang T Pham
- Department of Radiation Oncology, Liverpool Cancer Therapy Centre, Liverpool Hospital, Sydney, Australia. .,South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia. .,Ingham Institute for Applied Medical Research, Sydney, Australia.
| | - Timothy Stait-Gardner
- Nanoscale Organisation and Dynamics Group, Western Sydney University, Sydney, Australia
| | - Cheok Soon Lee
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia.,Ingham Institute for Applied Medical Research, Sydney, Australia.,School of Medicine, Western Sydney University, Sydney, Australia.,Department of Anatomical Pathology, Liverpool Hospital, Sydney, Australia
| | - Michael Barton
- Department of Radiation Oncology, Liverpool Cancer Therapy Centre, Liverpool Hospital, Sydney, Australia.,South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia.,Ingham Institute for Applied Medical Research, Sydney, Australia
| | - Petra L Graham
- Centre for Economic Impacts of Genomic Medicine (GenIMPACT), Macquarie Business School, Macquarie University, Sydney, Australia
| | - Gary Liney
- Department of Radiation Oncology, Liverpool Cancer Therapy Centre, Liverpool Hospital, Sydney, Australia.,South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia.,Ingham Institute for Applied Medical Research, Sydney, Australia
| | - Karen Wong
- Department of Radiation Oncology, Liverpool Cancer Therapy Centre, Liverpool Hospital, Sydney, Australia.,South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia.,Ingham Institute for Applied Medical Research, Sydney, Australia
| | - William S Price
- Department of Radiation Oncology, Liverpool Cancer Therapy Centre, Liverpool Hospital, Sydney, Australia.,Nanoscale Organisation and Dynamics Group, Western Sydney University, Sydney, Australia.,School of Medicine, Western Sydney University, Sydney, Australia
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18
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Musio D, De Francesco I, Galdieri A, Marsecano C, Piciocchi A, Napoli A, De Felice F, Tombolini V. Diffusion-weighted magnetic resonance imaging in painful bone metastases: Using quantitative apparent diffusion coefficient as an indicator of effectiveness of single fraction versus multiple fraction radiotherapy. Eur J Radiol 2017; 98:1-6. [PMID: 29279145 DOI: 10.1016/j.ejrad.2017.10.025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Revised: 07/27/2017] [Accepted: 10/26/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE Bone metastases are a common cause of cancer-related pain. The aim of this study is to determine the optimal radiotherapy schedule for the treatment of painful bone metastases and verify if could cause different biological effects on bone. This has been achieved using functional Magnetic Resonance Imaging (MRI) with diffusion-weighted imaging (DWI). PATIENTS AND METHODS Fifteen patients received Multiple Fractions Radiation Therapy (MFRT) with a total dose of 30Gy in 10 daily fractions of 3Gy given over 2 weeks and 15 patients received a Single Fraction Radiation Therapy (SFRT) with a dose of 8Gy. Quantitative Apparent Diffusion Coefficient (ADC) values after SFRT or MFRT were compared with response to treatment (pain relief), assessed by Visual Analogue Scale (VAS) before radiotherapy and at 1 and 3 months after the completion of treatment. RESULTS The two schedules had equal efficacy in terms of pain control, without any difference at 1 and 3 months post radiotherapy. In both treatments, pain reduction was related to an increase in the ADC. However, the median ADC value had an increase of 575 points between the baseline and 3 months (from 1010 to 1585, p=0.02) in the 30Gy group, while it was only 178 points (from 1417 to 1595) in the 8Gy group. CONCLUSIONS The increase in the ADC values after radiotherapy corresponds to increased cell death. Despite an equal pain control, MFRT treatment seems to be more effective to achieve cancer cells kill. Our preliminary data could also explain the higher retreatment rates in SFRT vs MFRT in long survivors.
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Affiliation(s)
- Daniela Musio
- Umberto I, Policlinico di Roma, Dipartimento di Scienze Radiologiche, Oncologiche e Anatomopatologiche Sapienza Università di Roma, Rome, Italy.
| | - Irene De Francesco
- Umberto I, Policlinico di Roma, Dipartimento di Scienze Radiologiche, Oncologiche e Anatomopatologiche Sapienza Università di Roma, Rome, Italy.
| | - Alessandro Galdieri
- Umberto I, Policlinico di Roma, Dipartimento di Scienze Radiologiche, Oncologiche e Anatomopatologiche Sapienza Università di Roma, Rome, Italy.
| | - Claudia Marsecano
- Umberto I, Policlinico di Roma, Dipartimento di Scienze Radiologiche, Oncologiche e Anatomopatologiche Sapienza Università di Roma, Rome, Italy.
| | | | - Alessandro Napoli
- Umberto I, Policlinico di Roma, Dipartimento di Scienze Radiologiche, Oncologiche e Anatomopatologiche Sapienza Università di Roma, Rome, Italy.
| | - Francesca De Felice
- Umberto I, Policlinico di Roma, Dipartimento di Scienze Radiologiche, Oncologiche e Anatomopatologiche Sapienza Università di Roma, Rome, Italy.
| | - Vincenzo Tombolini
- Umberto I, Policlinico di Roma, Dipartimento di Scienze Radiologiche, Oncologiche e Anatomopatologiche Sapienza Università di Roma, Rome, Italy.
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19
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The value of diffusion kurtosis imaging in assessing pathological complete response to neoadjuvant chemoradiation therapy in rectal cancer: a comparison with conventional diffusion-weighted imaging. Oncotarget 2017; 8:75597-75606. [PMID: 29088894 PMCID: PMC5650449 DOI: 10.18632/oncotarget.17491] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 04/11/2017] [Indexed: 02/07/2023] Open
Abstract
Objectives The aim of this study is to comprehensively evaluate the advantage of diffusion kurtosis imaging (DKI) in distinguishing pathological complete response (pCR) from non-pCR patients with locally advanced rectal cancer (LARC) after neoadjuvant chemoradiation therapy (CRT) in comparison to conventional diffusion-weighted imaging (DWI). Material and Methods Fifty-six consecutive patients diagnosed with LARC were prospectively enrolled and underwent pre- and post-CRT MRI on a 3.0 T MRI scanner. Apparent diffusion coefficient (ADC), mean diffusion (MD) and mean kurtosis (MK) values of the tumor were measured in pre- and post-CRT phases and then compared to histopathologic findings after total mesorectal excision (TME). Both Mann-Whitney U-test and Kruskal-Wallis test were used as statistical methods. Diagnostic performance was determined using receiver operating characteristic (ROC) curve analysis. Results For a total of 56 rectal lesions (pCR, n = 14; non-pCR, n = 42), the MKpre and MKpost values were much lower for the pCR patients (mean±SD, 0.72±0.09 and 0.56±0.06, respectively) than those for the non-pCR patients (0.89±0.11 and 0.68±0.08, respectively) (p < 0.001). The ADCpost and the change ratio of apparent diffusion coefficient (ADCratio) values was significantly higher for the pCR patients (mean±SD, 1.31±0.13 and 0.64±0.34, respectively) than for the non-pCR patients (1.12±0.16 and 0.33±0.27, respectively) (p < 0.001 and p = 0.001, respectively). In addition, the MDpost and the change ratio of mean diffusion (MDratio) (2.45±0.33 vs. 1.95±0.30, p < 0.001; 0.80±0.43 vs. 0.35±0.32, p < 0.001, respectively) also increased, whereas the ADCpre, MDpre and the change ratio of mean kurtosis (MKratio) of the pCR (0.82±0.11, 1.40±0.21, and 0.23±0.010, respectively) exhibited a neglectable difference with that of the non-pCR (p = 0.332, 0.269, and 0.678, respectively). The MKpost showed relatively high sensitivity (92.9%) and high specificity (83.3%) in comparison to other image indices. The area under the receiver operating characteristic curve (AUROC) that is available for the assessment of pCR using MKpost (0.908, cutoff value = 0.6196) were larger than other parameters and the overall accuracy of MKpost (85.7%) was the highest. Conclusions Both DKI and conventional DWI hold great potential in predicting treatment response to neoadjuvant chemoradiation therapy in rectal cancer. The DKI parameters, especially MKpost, showed a higher specificity than conventional DWI in assessing pCR and non-pCR in patients with LARC, but the pre-CRT ADC and MD are unreliable.
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Diffusion-weighted magnetic resonance imaging in locally advanced rectal cancer treated with neoadjuvant chemoradiotherapy. Eur J Surg Oncol 2017; 43:1324-1329. [PMID: 28363512 DOI: 10.1016/j.ejso.2017.03.010] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2017] [Revised: 03/09/2017] [Accepted: 03/15/2017] [Indexed: 12/18/2022] Open
Abstract
PURPOSE To analyze diffusion-weighted magnetic resonance imaging (DW-MRI) for treatment response assessment in locally advanced rectal cancer (LARC). PATIENTS AND METHODS Patients with histologically proven rectal adenocarcinoma, stage II-III disease, were enrolled and underwent surgery following neoadjuvant chemoradiotherapy (nCRT). All patients were referred for a DW-MRI protocol on a 3 Tesla MR-system, consisting of axial T2-weighted and DWI sequences prior (I), during (II) and after (III) nCRT. Corresponding apparent diffusion coefficient (ADC) values were calculated. RESULTS Between February 2011 and June 2015, 37 patients participated in the study. All patients completed programmed treatment. Overall, 11 patients (29.7%) had pathologic complete response (pCR). No correlation between the mean pre- (ADC-I), during (ADC-II), post- (ADC-III) ADC and the reduction in tumor size after nCRT was recorded. No substantial difference in the ADC distribution was found between pCR and no-pCR patients. The ADC-II level significantly increased in the pCR cases (T = 1.675; p < 0.05). CONCLUSION ADC value could be useful for discriminating between the pCR patients and the no-pCR patients. Further studies are necessary to identify the optimal MRI parameters combination to predict tumor response to nCRT. It is hoped that these data will provide the basis for a more solid scientific evidence.
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Pham TT, Liney GP, Wong K, Barton MB. Functional MRI for quantitative treatment response prediction in locally advanced rectal cancer. Br J Radiol 2017; 90:20151078. [PMID: 28055248 DOI: 10.1259/bjr.20151078] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Despite advances in multimodality treatment strategies for locally advanced rectal cancer and improvements in locoregional control, there is still a considerable variation in response to neoadjuvant chemoradiotherapy (CRT). Accurate prediction of response to neoadjuvant CRT would enable early stratification of management according to good responders and poor responders, in order to adapt treatment to improve therapeutic outcomes in rectal cancer. Clinical studies in diffusion-weighted imaging (DWI) and dynamic contrast-enhanced (DCE) MRI have shown promising results for the prediction of therapeutic response in rectal cancer. DWI allows for assessment of tumour cellularity. DCE-MRI enables evaluation of factors of the tumour microvascular environment and changes in perfusion in response to treatment. Studies have demonstrated that predictors of good response to CRT include lower tumour pre-CRT apparent diffusion coefficient (ADC), greater percentage increase in ADC during and post CRT, and higher pre-CRT Ktrans. However, the mean ADC and Ktrans values do not adequately reflect tumour heterogeneity. Multiparametric MRI using quantitative DWI and DCE-MRI in combination, and a histogram analysis technique can assess tumour heterogeneity and its response to treatment. This strategy has the potential to improve the accuracy of therapeutic response prediction in rectal cancer and warrants further investigation.
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Affiliation(s)
- Trang T Pham
- 1 Department of Radiation Oncology, Liverpool Hospital, Sydney, NSW, Australia.,2 Sydney West Radiation Oncology Network, Westmead, Blacktown and Nepean Hospitals, Sydney, NSW, Australia.,3 Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia.,4 Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
| | - Gary P Liney
- 1 Department of Radiation Oncology, Liverpool Hospital, Sydney, NSW, Australia.,3 Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia.,4 Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.,5 Faculty of Radiation and Medical Physics, University of Wollongong, NSW, Australia
| | - Karen Wong
- 1 Department of Radiation Oncology, Liverpool Hospital, Sydney, NSW, Australia.,3 Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia.,4 Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
| | - Michael B Barton
- 1 Department of Radiation Oncology, Liverpool Hospital, Sydney, NSW, Australia.,3 Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia.,4 Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
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Yu J, Xu Q, Song JC, Li Y, Dai X, Huang DY, Zhang L, Li Y, Shi HB. The value of diffusion kurtosis magnetic resonance imaging for assessing treatment response of neoadjuvant chemoradiotherapy in locally advanced rectal cancer. Eur Radiol 2016; 27:1848-1857. [PMID: 27631106 DOI: 10.1007/s00330-016-4529-6] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 07/19/2016] [Accepted: 07/21/2016] [Indexed: 12/18/2022]
Abstract
OBJECTIVES To evaluate the feasibility and value of diffusion kurtosis (DK) imaging in assessing treatment response to neoadjuvant chemoradiotherapy (CRT) in patients with locally advanced rectal cancer (LARC). METHODS Forty-one patients were included. All patients underwent pre- and post-CRT DCE-MRI on a 3.0-Tesla MRI scanner. Imaging indices (D app , K app and ADC values) were measured. Change value (∆X) and change ratio (r∆X) were calculated. Pathological tumour regression grade scores (Mandard) were the standard reference (good responders: pTRG 1-2; poor responders: pTRG 3-5). Diagnostic performance was compared using ROC analysis. RESULTS For the pre-CRT measurements, pre-D app-10th was significantly lower in the good responder group than that of the poor responder group (p = 0.036). For assessing treatment response to neoadjuvant CRT, pre-D app-10th resulted in AUCs of 0.753 (p = 0.036) with a sensitivity of 66.67 % and a specificity of 77.78 %. The r∆D app had a relatively high AUC (0.859) and high sensitivity (100 %) compared with other image indices. CONCLUSIONS DKI is feasible for selecting good responders for neoadjuvant CRT for LARC. KEY POINTS • LARC responded well after neoadjuvant chemoradiotherapy with lower pre-D app-10th . • LARC responded well with greater increases in mean ADC and D app . • The change ratio of D app (r∆D app ) had a relatively better diagnostic performance.
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Affiliation(s)
- Jing Yu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China
| | - Qing Xu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China
| | - Jia-Cheng Song
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China
| | - Yan Li
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China
| | - Xin Dai
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China
| | - Dong-Ya Huang
- Department of General Surgery, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Ling Zhang
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China
| | - Yang Li
- Department of Pathology, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Hai-Bin Shi
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Rd, Nanjing, 210029, China.
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De Cecco CN, Ciolina M, Caruso D, Rengo M, Ganeshan B, Meinel FG, Musio D, De Felice F, Tombolini V, Laghi A. Performance of diffusion-weighted imaging, perfusion imaging, and texture analysis in predicting tumoral response to neoadjuvant chemoradiotherapy in rectal cancer patients studied with 3T MR: initial experience. Abdom Radiol (NY) 2016; 41:1728-35. [PMID: 27056748 DOI: 10.1007/s00261-016-0733-8] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE To determine the performance of texture analysis (TA), diffusion-weighted imaging, and perfusion MR (pMRI) in predicting tumoral response in patients treated with neoadjuvant chemoradiotherapy (CRT). METHODS 12 consecutive patients (8 females, 4 males, 63.2 ± 13.4 years) with rectal cancer were prospectively enrolled, and underwent pre-treatment 3T MRI. Treatment protocol consisted of neoadjuvant CRT with oxaliplatin and 5-fluorouracile. Unenhanced T2-weighted images TA (kurtosis), apparent diffusion coefficient (ADC), and pMRI parameters (Ktrans, Kep, Ve, IAUGC) were quantified by manually delineating a region of interest around the tumor outline. After CRT, all patients underwent complete surgical resection and the surgical specimen served as the gold standard. Receiver operating characteristic (ROC) curve analysis was performed to assess the discriminatory power of each quantitative parameter to predict complete response. RESULTS Pathological complete response (pCR) was reported in six patients and partial response (PR) in three patients. Three patients were classified as non-responders (NR). Pre-treatment kurtosis was significantly lower in the pCR sub-group in comparison with PR + NR (p = .01). Among ADC and pMRI parameters, only Ve was significantly lower in the pCR sub-group compared with PR + NR (p = .01). A significant negative correlation between kurtosis and ADC (r = -0.650, p = .022) was observed. Pre-treatment area under the ROC curves (AUC), to discriminate between pCR and PR + NR, was significantly higher for kurtosis (0.861, p = .001) and Ve (0.861, p = .003) compared to all other parameters. The optimal cutoff value for pre-treatment kurtosis and Ve was ≤0.19 (100% sensitivity, 67% specificity) and ≤0.311 (83% sensitivity, 83% specificity), respectively. CONCLUSION Pre-treatment kurtosis derived from T2w images and Ve from pMRI have the potential to act as imaging biomarkers of rectal cancer response to neoadjuvant CRT.
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Affiliation(s)
- Carlo N De Cecco
- Diagnostic Imaging Unit, Department of Radiological Sciences, Oncology and Pathology, I.C.O.T. Hospital, University of Rome "Sapienza" - Polo Pontino, Latina, Italy
- Department of Radiology, Medical University of South Carolina, Charleston, SC, USA
| | - Maria Ciolina
- Diagnostic Imaging Unit, Department of Radiological Sciences, Oncology and Pathology, I.C.O.T. Hospital, University of Rome "Sapienza" - Polo Pontino, Latina, Italy
| | - Damiano Caruso
- Diagnostic Imaging Unit, Department of Radiological Sciences, Oncology and Pathology, I.C.O.T. Hospital, University of Rome "Sapienza" - Polo Pontino, Latina, Italy
| | - Marco Rengo
- Diagnostic Imaging Unit, Department of Radiological Sciences, Oncology and Pathology, I.C.O.T. Hospital, University of Rome "Sapienza" - Polo Pontino, Latina, Italy
| | - Balaji Ganeshan
- Clinical Imaging Sciences Centre, Brighton and Sussex Medical School, Falmer, Sussex, United Kingdom
| | - Felix G Meinel
- Institute for Clinical Radiology, Ludwig-Maximilians-University Hospital, Munich, Germany
| | - Daniela Musio
- Department of Radiotherapy, University of Rome "Sapienza", Rome, Italy
| | | | | | - Andrea Laghi
- Diagnostic Imaging Unit, Department of Radiological Sciences, Oncology and Pathology, I.C.O.T. Hospital, University of Rome "Sapienza" - Polo Pontino, Latina, Italy.
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Anzidei M, Napoli A, Sacconi B, Boni F, Noce V, Di Martino M, Saba L, Catalano C. Magnetic resonance-guided focused ultrasound for the treatment of painful bone metastases: role of apparent diffusion coefficient (ADC) and dynamic contrast enhanced (DCE) MRI in the assessment of clinical outcome. Radiol Med 2016; 121:905-915. [PMID: 27567615 DOI: 10.1007/s11547-016-0675-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 08/16/2016] [Indexed: 01/17/2023]
Abstract
PURPOSE To assess the correlation between functional MRI, including ADC values obtained from DWI and DCE, and clinical outcome in patients with bone metastases treated with MRgFUS. METHODS AND MATERIALS Twenty-three patients with symptomatic bone metastases underwent MRgFUS treatment (ExAblate 2100 system InSightec) for pain palliation. All patients underwent clinical and imaging follow-up examinations at 1, 3 and 6 months after treatment. Visual Analog Scale (VAS) score was used to evaluate treatment efficacy in terms of pain palliation while ADC maps obtained by DWI sequences, and DCE data were used for quantitative assessment of treatment response at imaging. Spearman Correlation Coefficient Test was calculated to assess the correlation between VAS, ADC and DCE data. RESULTS All treatments were performed successfully without adverse events. On the basis of VAS score, 16 (69.6 %) patients were classified as complete clinical responders, 6 (26.1 %) as partial responders and only one (4.3 %) was classified as a non-responder. The mean VAS score decreased from 7.09 ± 1.8 at baseline to 2.65 ± 1.36 at 1 month, 1.04 ± 1.91 at 3 months and 1.09 ± 1.99 at 6 months (p < 0.001). Baseline mean ADC value of treated lesions was 1.05 ± 0.15 mm2/s, increasing along follow-up period (1.57 ± 0.27 mm2/s 1st month; 1.49 ± 0.3 mm2/s 3rd month; 1.45 ± 0.32 mm2/s 6th month, p < 0.001). Non perfused volume (NPV) was 46.4 at 1 month, 45.2 at 3 months and 43.8 at 6 months. Spearman Coefficient demonstrated a statistically significant negative correlation between VAS and ADC values (ρ = -0.684; p = 0.03), but no significant correlation between VAS and NPV (ρ = 0.02216, p = 0.9305). Among other DCE data, Ktrans significantly changed in complete responders (3 months Ktrans = 2.14/min; -ΔKt = 52.65 % p < 0.01) and was not significantly different in partial responders (3 months Ktrans 0.042/min; ΔKt = 11.39 % p > 0.01). CONCLUSION In patients with painful bone metastases treated with MRgFUS, ADC and Ktrans variation observed in the ablated lesions correlate with VAS values and may play a role as objective imaging marker of treatment response.
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Affiliation(s)
- Michele Anzidei
- Department of Radiological, Oncological and Anatomopathological Sciences, Radiology, "Sapienza" University of Rome, Viale Regina Elena 324, 00161, Rome, Italy.
| | - Alessandro Napoli
- Department of Radiological, Oncological and Anatomopathological Sciences, Radiology, "Sapienza" University of Rome, Viale Regina Elena 324, 00161, Rome, Italy
| | - Beatrice Sacconi
- Department of Radiological, Oncological and Anatomopathological Sciences, Radiology, "Sapienza" University of Rome, Viale Regina Elena 324, 00161, Rome, Italy.,Center for Life Nano Science@Sapienza, Istituto Italiano di Tecnologia, Viale Regina Elena 291, Rome, Italy
| | - Fabrizio Boni
- Department of Radiological, Oncological and Anatomopathological Sciences, Radiology, "Sapienza" University of Rome, Viale Regina Elena 324, 00161, Rome, Italy
| | - Vincenzo Noce
- Department of Radiological, Oncological and Anatomopathological Sciences, Radiology, "Sapienza" University of Rome, Viale Regina Elena 324, 00161, Rome, Italy
| | - Michele Di Martino
- Department of Radiological, Oncological and Anatomopathological Sciences, Radiology, "Sapienza" University of Rome, Viale Regina Elena 324, 00161, Rome, Italy
| | - Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari, Polo di Monserrato, Cagliari, Italy
| | - Carlo Catalano
- Department of Radiological, Oncological and Anatomopathological Sciences, Radiology, "Sapienza" University of Rome, Viale Regina Elena 324, 00161, Rome, Italy
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Foti PV, Privitera G, Piana S, Palmucci S, Spatola C, Bevilacqua R, Raffaele L, Salamone V, Caltabiano R, Magro G, Li Destri G, Milone P, Ettorre GC. Locally advanced rectal cancer: Qualitative and quantitative evaluation of diffusion-weighted MR imaging in the response assessment after neoadjuvant chemo-radiotherapy. Eur J Radiol Open 2016; 3:145-52. [PMID: 27489868 PMCID: PMC4959919 DOI: 10.1016/j.ejro.2016.06.003] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2016] [Revised: 06/29/2016] [Accepted: 06/29/2016] [Indexed: 12/15/2022] Open
Abstract
PURPOSE to investigate the added value of qualitative and quantitative evaluation of diffusion weighted (DW) magnetic resonance (MR) imaging in response assessment after neoadjuvant chemo-radiotherapy (CRT) in patients with locally advanced rectal cancer (LARC). METHODS 31 patients with LARC (stage ≥ T3) were enrolled in the study. All patients underwent conventional MRI and DWI before starting therapy and after neoadjuvant CRT. All patients underwent surgery; pathologic staging represented the reference standard. For qualitative analysis, two radiologists retrospectively reviewed conventional MR images and the combined set of conventional and DW MR images and recorded their confidence level with respect to complete response (ypCR). For quantitative analysis, tumor's apparent diffusion coefficient (ADC) values were measured at each examination. ADC pre-CRT, ADC post-CRT and Δ ADC post-ADC pre of the three groups of response (ypCR, partial response ypPR, stable disease ypSD) were compared. Receiver-operating characteristics (ROC) curve analysis was employed to investigate the discriminatory capability for ypCR, responders (ypCR, ypPR) and ypSD of each measure. RESULTS addition of DWI to conventional T2-weighted sequences improved diagnostic performance of MRI in the evaluation of ypCR. A low tumor ADC value in the pre-CRT examination, a high ADC value in the post-CRT examination, a high Δ ADC post-ADC pre [>0.3 (×10(-3) mm(2)/s)] were predictive of ypCR. CONCLUSIONS DW sequences improve MR capability to evaluate tumor response to CRT. Nevertheless, no functional MR technique alone seems accurate enough to safely select patients with ypCR.
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Affiliation(s)
- Pietro Valerio Foti
- Radiodiagnostic and Radiotherapy Unit, University Hospital "Policlinico-Vittorio Emanuele", Catania, Italy
| | - Giuseppe Privitera
- Radiodiagnostic and Radiotherapy Unit, University Hospital "Policlinico-Vittorio Emanuele", Catania, Italy
| | - Sebastiano Piana
- Radiodiagnostic and Radiotherapy Unit, University Hospital "Policlinico-Vittorio Emanuele", Catania, Italy
| | - Stefano Palmucci
- Radiodiagnostic and Radiotherapy Unit, University Hospital "Policlinico-Vittorio Emanuele", Catania, Italy
| | - Corrado Spatola
- Radiodiagnostic and Radiotherapy Unit, University Hospital "Policlinico-Vittorio Emanuele", Catania, Italy
| | - Roberta Bevilacqua
- Radiodiagnostic and Radiotherapy Unit, University Hospital "Policlinico-Vittorio Emanuele", Catania, Italy
| | - Luigi Raffaele
- Radiodiagnostic and Radiotherapy Unit, University Hospital "Policlinico-Vittorio Emanuele", Catania, Italy
| | - Vincenzo Salamone
- Radiodiagnostic and Radiotherapy Unit, University Hospital "Policlinico-Vittorio Emanuele", Catania, Italy
| | - Rosario Caltabiano
- Department G.F. Ingrassia-Institute of Pathology, University of Catania, Catania, Italy
| | - Gaetano Magro
- Department G.F. Ingrassia-Institute of Pathology, University of Catania, Catania, Italy
| | - Giovanni Li Destri
- Department G.F. Ingrassia-Unità Operativa Chirurgia Digerente Colorettale, University of Catania, Catania, Italy
| | - Pietro Milone
- Radiodiagnostic and Radiotherapy Unit, University Hospital "Policlinico-Vittorio Emanuele", Catania, Italy
| | - Giovanni Carlo Ettorre
- Radiodiagnostic and Radiotherapy Unit, University Hospital "Policlinico-Vittorio Emanuele", Catania, Italy
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Diffusion-weighted MRI for Early Prediction of Treatment Response on Preoperative Chemoradiotherapy for Patients With Locally Advanced Rectal Cancer: A Feasibility Study. Ann Surg 2016; 263:522-8. [PMID: 26106836 DOI: 10.1097/sla.0000000000001311] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE This study investigates the predictive value of diffusion-weighted magnetic resonance imaging (DW-MRI) for good pathological response at different time points during and after preoperative chemoradiotherapy (CRT) in locally advanced rectal cancer. BACKGROUND Preoperative CRT followed by total mesorectal excision (TME) is the standard of care for locally advanced rectal cancer. The use of standard radical surgery in good treatment responders after CRT is being questioned. METHODS Patients with locally advanced rectal adenocarcinoma were treated with preoperative CRT followed by surgery. DW-MRI scans were performed before CRT, during the third week of CRT, 4 weeks post-CRT and presurgery. Tumor apparent diffusion coefficient (ADC) values were acquired from the DW-MRI scans. After surgery the pathological tumor regression grade was assessed according to the classification by Mandard et al [Cancer. 1994;73:2680-2686]. Patients with pathological complete or near-complete response (tumor regression grade 1-2) were classified as good responders (GRs). RESULTS Twenty-two patients participated of which 9 were GRs (41%). Pre-CRT ADC values were lower in good versus moderate/poor responders (P = 0.04). ADC values during CRT and four weeks post-CRT were higher in GR. ADC values presurgery did not differ between response groups. For all time points the relative ADC increase (ΔADC) compared to the ADC pre-CRT was higher in GR (P < 0.001). The ΔADC during CRT and four weeks post-CRT were the best predictive parameters for pathological good response. CONCLUSIONS This study shows that DW-MRI is feasible to select good treatment responders during preoperative CRT for locally advanced rectal cancer.
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Disease Control, Survival, and Toxicity Outcome After Intensified Neoadjuvant Chemoradiotherapy for Locally Advanced Rectal Cancer: A Single-Institution Experience. Clin Colorectal Cancer 2016; 15:e17-22. [DOI: 10.1016/j.clcc.2016.02.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Revised: 12/19/2015] [Accepted: 02/03/2016] [Indexed: 01/09/2023]
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Preoperative Prediction of Lymph Node Status by Circulating Mir-18b and Mir-20a During Chemoradiotherapy in Patients with Rectal Cancer. World J Surg 2016; 39:2329-35. [PMID: 25990502 DOI: 10.1007/s00268-015-3083-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND In locally advanced rectal cancer, therapeutic success of preoperative chemoradiotherapy (CRT) ranges from resistance to complete regression. For those patients that respond well to CRT, local resection (LR) procedures are currently under investigation to minimize surgical morbidity and to improve functional outcome. To maintain the oncologic benefit appropriate staging procedures are essential. However, current clinical assessment and imaging techniques need further improvement. METHODS Five miRNAs associated with rectal cancer (miR-17, miR-18b, miR-20a, miR-31, and miR-193-3p) were analyzed in the plasma of rectal cancer patients (n = 42) using qPCR. Expression levels were assessed before, during and after CRT and analyzed in regard to patients' lymph node status obtained after total mesorectal excision and intensive histopathological work-up. RESULTS Four of the five miRNAs revealed reliable results in the plasma. miR-31 was excluded due to its low expression. MicroRNA-17, 18b, 20a, and 193-3p showed altering expression levels at different time points. Only 43% (miR-17), 43% (miR-18b), 53% (miR-20a), and 60% (miR-193-3p) showed a continuous in- or decrease of miRNA expression. The reduced expression of miR-18b and miR-20a during CRT was found to be significantly associated with postoperative lymph node negativity (p < 0.05). CONCLUSION MicroRNA expression in patient plasma changes during preoperative CRT. The alteration is not continuous and the meaning requires additional analysis on a larger patient cohort. The co-occurrence of reduced miR-18b and miR-20a expression with lymph node negativity after preoperative CRT could help to stratify the surgical procedure with respect to total mesorectal excision and LR if validated prospectively.
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Texture analysis as imaging biomarker of tumoral response to neoadjuvant chemoradiotherapy in rectal cancer patients studied with 3-T magnetic resonance. Invest Radiol 2015; 50:239-45. [PMID: 25501017 DOI: 10.1097/rli.0000000000000116] [Citation(s) in RCA: 156] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE The aim of this study was to determine whether texture features of rectal cancer on T2-weighted (T2w) magnetic resonance images can predict tumoral response in patients treated with neoadjuvant chemoradiotherapy (CRT). MATERIALS AND METHODS We prospectively enrolled 15 consecutive patients (6 women, 63.2 ± 13.4 years) with rectal cancer, who underwent pretreatment and midtreatment 3-T magnetic resonance imaging. Treatment protocol consisted of neoadjuvant CRT with oxaliplatin and 5-fluorouracile. Texture analysis using a filtration-histogram technique was performed using a commercial research software algorithm (TexRAD Ltd, Somerset, England, United Kingdom) on unenhanced axial T2w images by manually delineating a region of interest around the tumor outline for the largest cross-sectional area. The technique selectively filters and extracts textures at different anatomic scales followed by quantification of the histogram using kurtosis, entropy, skewness, and mean value of positive pixels. After CRT, all patients underwent complete surgical resection and the surgical specimen served as the gold standard. RESULTS Six patients showed pathological complete response (pCR), and 4 patients, partial response (PR). Five patients were classified as nonresponders (NRs). Pretreatment medium texture-scale quantified as kurtosis was significantly lower in the pCR subgroup in comparison with the PR + NR subgroup (P = 0.01). Midtreatment kurtosis without filtration was significantly higher in pCR in comparison with PR + NR (P = 0.045). The change in kurtosis between midtreatment and pretreatment images was significantly lower in the PR + NR subgroup compared with the pCR subgroup (P = 0.038). Pretreatment area under the receiver operating characteristic curves, to discriminate between pCR and PR + NR, was significantly higher for kurtosis (0.907, P < 0.001) compared with all other parameters. The optimal cutoff value for pretreatment kurtosis was 0.19 or less. Using this value, the sensitivity and specificity for pCR prediction were 100% and 77.8%, respectively. CONCLUSION Texture parameters derived from T2w images of rectal cancer have the potential to act as imaging biomarkers of tumoral response to neoadjuvant CRT.
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18F-Fluorodeoxyglucose positron emission tomography (18F-FDG PET) for the early detection of response to neoadjuvant chemotherapy for locally advanced rectal cancer. Surg Today 2015; 46:1152-8. [DOI: 10.1007/s00595-015-1297-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Accepted: 11/10/2015] [Indexed: 01/24/2023]
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Comparison of computed tomography and magnetic resonance imaging in the discrimination of intraperitoneal and extraperitoneal rectal cancer: initial experience. Clin Imaging 2015; 40:57-62. [PMID: 26590428 DOI: 10.1016/j.clinimag.2015.10.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2015] [Revised: 09/18/2015] [Accepted: 10/16/2015] [Indexed: 12/11/2022]
Abstract
OBJECTIVES To compare computed tomography (CT) and magnetic resonance imaging (MRI) in evaluation of intraperitoneal/extraperitoneal location of rectal cancers. METHODS AND MATERIALS We assessed the identification of the anterior peritoneal reflection (APR) and the distance from the inferior edge of tumors to the anal verge and from the APR to the anal verge. RESULTS Distances obtained with CT and MRI showed a strong correlation [Spearman's coefficient of rank correlation (rho): 0.995; P<.0001]. Magnetic resonance showed sensitivity of 100% (95% CI: 89.62-100.00%), specificity of 75% (95% CI: 20.34-95.88%), positive predictive value (PPV) of 97.14% (95% CI: 85.03-99.52%), and negative predictive value (NPV) of 100% (95% CI: 30.48-100.00%). CT showed a sensitivity of 100% (95% CI: 89.32-100.00%), specificity of 60% (95% CI: 15.40-93.51%), PPV of 94.29% (95% CI: 80.81-99.13%), and NPV of 100% (95% CI: 30.48-100.00%). CONCLUSIONS CT demonstrated a potential supporting role in the evaluation of rectal cancer, showing a strong correlation with MRI.
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Tran LBA, Bol A, Labar D, Karroum O, Mignion L, Bol V, Jordan BF, Grégoire V, Gallez B. DW-MRI and18F-FLT PET for early assessment of response to radiation therapy associated with hypoxia-driven interventions. Preclinical studies using manipulation of oxygenation and/or dose escalation. CONTRAST MEDIA & MOLECULAR IMAGING 2015; 11:115-21. [DOI: 10.1002/cmmi.1670] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2014] [Revised: 07/17/2015] [Accepted: 09/03/2015] [Indexed: 01/17/2023]
Affiliation(s)
- Ly-Binh-An Tran
- Louvain Drug Research Institute, Biomedical Magnetic Resonance Research Group; Université catholique de Louvain; Brussels Belgium
| | - Anne Bol
- Institut de Recherche Expérimentale et Clinique, Center for Molecular Imaging, Radiotherapy and Oncology; Université catholique de Louvain; Brussels Belgium
| | - Daniel Labar
- Institut de Recherche Expérimentale et Clinique, Center for Molecular Imaging, Radiotherapy and Oncology; Université catholique de Louvain; Brussels Belgium
| | - Oussama Karroum
- Louvain Drug Research Institute, Biomedical Magnetic Resonance Research Group; Université catholique de Louvain; Brussels Belgium
| | - Lionel Mignion
- Louvain Drug Research Institute, Biomedical Magnetic Resonance Research Group; Université catholique de Louvain; Brussels Belgium
| | - Vanesa Bol
- Institut de Recherche Expérimentale et Clinique, Center for Molecular Imaging, Radiotherapy and Oncology; Université catholique de Louvain; Brussels Belgium
| | - Bénédicte F. Jordan
- Louvain Drug Research Institute, Biomedical Magnetic Resonance Research Group; Université catholique de Louvain; Brussels Belgium
| | - Vincent Grégoire
- Institut de Recherche Expérimentale et Clinique, Center for Molecular Imaging, Radiotherapy and Oncology; Université catholique de Louvain; Brussels Belgium
| | - Bernard Gallez
- Louvain Drug Research Institute, Biomedical Magnetic Resonance Research Group; Université catholique de Louvain; Brussels Belgium
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Abstract
Follow-up program in squamous cell carcinoma of head and neck district is crucial to detect locoregional recurrence and second primary tumors and to manage treatment toxicities. The choice of the appropriate frequency of visits and imaging modality can be troublesome. Details of timing surveillance and type of diagnostic procedure are still not well defined. This review highlights the problem from a clinician’s point of view.
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Martens MH, Subhani S, Heijnen LA, Lambregts DMJ, Buijsen J, Maas M, Riedl RG, Jeukens CRLPN, Beets GL, Kluza E, Beets-Tan RGH. Can perfusion MRI predict response to preoperative treatment in rectal cancer? Radiother Oncol 2014; 114:218-23. [PMID: 25497874 DOI: 10.1016/j.radonc.2014.11.044] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2014] [Revised: 11/24/2014] [Accepted: 11/24/2014] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND PURPOSE Dynamic contrast-enhanced MRI (DCE-MRI) provides information on perfusion and could identify good prognostic tumors. Aim of this study was to evaluate whether DCE-MRI using a novel blood pool contrast-agent can accurately predict the response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer. MATERIALS AND METHODS Thirty patients underwent DCE-MRI before and 7-10weeks after chemoradiotherapy. Regions of interest were drawn on DCE-MRI with T2W-images as reference. DCE-MRI-based kinetic parameters (initial slope, initial peak, late slope, and AUC at 60, 90, and 120s) determined pre- and post-CRT and their Δ were compared between good (TRG1-2) and poor (TRG3-5) responders. Optimal thresholds were determined and sensitivities, specificities, positive predictive values (PPV), and negative predictive values (NPV) were calculated. RESULTS Pre-therapy, the late slope was able to discriminate between good and poor responders (-0.05×10(-3) vs. 0.62×10(-3), p<0.001) with an AUC of 0.90, sensitivity 92%, specificity 82%, PPV 80%, and NPV 93%. Other pre-CRT parameters showed no significant differences, nor any post-CRT parameters or their Δ. CONCLUSIONS The kinetic parameter 'late slope' derived from DCE-MRI could potentially be helpful to predict before the onset of neoadjuvant chemoradiotherapy which tumors are likely going to respond. This could allow for personalized treatment-options in rectal cancer patients.
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Affiliation(s)
- Milou H Martens
- Department of Radiology, Maastricht University Medical Center, The Netherlands; Department of Surgery, Maastricht University Medical Center, The Netherlands; GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, The Netherlands.
| | - Samina Subhani
- Department of Radiology, Maastricht University Medical Center, The Netherlands
| | - Luc A Heijnen
- Department of Radiology, Maastricht University Medical Center, The Netherlands; Department of Surgery, Maastricht University Medical Center, The Netherlands; GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, The Netherlands
| | | | - Jeroen Buijsen
- GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, The Netherlands; Department of Radiation Oncology, Maastro Clinic, The Netherlands
| | - Monique Maas
- Department of Radiology, Maastricht University Medical Center, The Netherlands
| | - Robert G Riedl
- Department of Pathology, Maastricht University Medical Center, The Netherlands
| | | | - Geerard L Beets
- Department of Surgery, Maastricht University Medical Center, The Netherlands
| | - Ewelina Kluza
- Department of Radiology, Maastricht University Medical Center, The Netherlands
| | - Regina G H Beets-Tan
- Department of Radiology, Maastricht University Medical Center, The Netherlands; GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, The Netherlands
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Abstract
BACKGROUND Conventional MRI is limited in the assessment of nodal status and T status after neoadjuvant chemoradiotherapy. Multiparametric MRI strives to overcome these issues by directly measuring the local microcirculation and cellular environment, thus possibly allowing for a more reliable evaluation of response to therapy. OBJECTIVE We assessed the available literature for the value of multiparametric MRI sequences (diffusion-weighted and dynamic contrast-enhanced imaging) in determining the response to neoadjuvant chemoradiotherapy in patients with rectal cancer. DATA SOURCES We conducted a systematic literature research in the PubMed database. STUDY SELECTION English-language publications of the years 2000-2013 that applied multiparametric MRI in the neoadjuvant setting were included in this study. INTERVENTION Patients received neoadjuvant chemoradiotherapy and MRI examinations for staging and assessment of response. MAIN OUTCOME MEASURES Accuracy, specificity, and sensitivity of MRI in prediction/assessment of response to therapy were the included measures. RESULTS Forty-three studies were included in this review; 30 of them included diffusion-weighted imaging sequences, and 13 included dynamic contrast-enhanced MRI. Conventional MRI is limited in the accuracy of both T and N stages and response assessment. Diffusion-weighted imaging and dynamic contrast-enhanced MRIs showed additional value in both the prediction and detection of (complete) response to therapy compared with conventional sequences alone, as well as in correct N staging along with new experimental contrast agents. LIMITATIONS The lack of standardization represents an important technical limitation. Most studies are conducted in an experimental setting; therefore, larger multicenter prospective studies are needed to verify the present findings. CONCLUSIONS Advanced, functional MRI techniques allow for the quantification of tumor biological processes, such as microcirculation, vascular permeability, and tissue cellularity. This new technology has begun to show potential advantages over standard morphologic imaging in the restaging of rectal cancer, allowing for more accurate prognostication of response and potentially introducing an era allowing earlier treatment alteration and more accurate noninvasive surveillance, which could improve patient outcomes.
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Can We Predict Response and/or Resistance to Neoadjuvant Chemoradiotherapy in Patients with Rectal Cancer? CURRENT COLORECTAL CANCER REPORTS 2014. [DOI: 10.1007/s11888-014-0210-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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Musio D, De Felice F, Raffetto N, Tombolini V. Management of persistent anal canal carcinoma after combined-modality therapy: a clinical review. Radiat Oncol 2014; 9:39. [PMID: 24472223 PMCID: PMC3996178 DOI: 10.1186/1748-717x-9-39] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2013] [Accepted: 01/11/2014] [Indexed: 12/29/2022] Open
Abstract
Anal canal carcinoma is a rare gastro-intestinal cancer. Radiochemotherapy is the recommended primary treatment for patients with non-metastatic carcinoma; surgery is generally reserved for persistent or recurrent disease. Follow-up and surveillance after primary treatment is paramount to classify patients in those with complete remission, persistent or progressive disease. Locally persistent disease represents a clinically significant problem and its management remains subject of some controversy.The aim of this systematic review is to summarise recommendations for the primary treatment of anal canal carcinoma, to focus on the optimal time to consider residual disease as genuine persistence to proceed with salvage treatment, and to discern how this analysis might inform future clinical trials in management in this class of patients.
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Affiliation(s)
- Daniela Musio
- Department of radiological, oncological and anatomo-pathological science, "Sapienza" University, Viale Regina Elena, Rome, Italy.
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