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Ng JC, Sileo A, Sassun R, Aboelmaaty S, Violante T, Gomaa IA, D'Angelo AL, Rumer KK, Mathis KL, Larson DW. Predictors of Pathologic Non-response to Neoadjuvant Approaches in Locally Advanced Rectal Cancer. Ann Surg Oncol 2025; 32:3089-3097. [PMID: 39920528 DOI: 10.1245/s10434-025-16962-1] [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: 07/23/2024] [Accepted: 01/20/2025] [Indexed: 02/09/2025]
Abstract
BACKGROUND Approximately 10-20% of rectal cancer patients do not respond to neoadjuvant treatment. While the current literature has focused on pathological complete response, pinpointing those who will fail to benefit entirely from neoadjuvant approaches is crucial. OBJECTIVE This study aimed to determine the risk factors associated with pathological non-response (pNR) to neoadjuvant treatment. METHODS Patients with stage II-III rectal adenocarcinoma who underwent neoadjuvant treatment followed by curative surgical resection between 2018 and 2023 at a high-volume center were retrospectively reviewed. Patients were divided into two cohorts (pNR and pathologic responder [pR]) based on their response to neoadjuvant therapy. The pNR group included patients with a Tumor Regression Score of grade 3 or those upstaged on the final pathological report. RESULTS Of the 405 patients included in this study, 53 (13%) were pNR and 352 (87%) were pR. Among patients treated with standard neoadjuvant chemoradiation, 12% were pNR compared with 14% among those treated with total neoadjuvant therapy. Significantly more patients in the pNR cohort had perineural (31% vs. 8%; p < 0.001) and lymphovascular (22% vs. 6%, p = 0.001) invasions when compared with the pR cohort. After adjusting for age, sex, clinical T stages, and clinical nodal status on multivariable analysis, the presence of extramural vascular invasion (EMVI) on pretreatment magnetic resonance imaging (odds ratio 2.08, 95% confidence interval 1.03-4.20, p = 0.04) was identified as a significant predictor of pNR. CONCLUSION EMVI was an independent risk factor of pNR in patients with rectal cancer. Identifying pretreatment factors that predict pNR to neoadjuvant therapy is crucial as it allows for better risk stratification and personalized treatment strategies.
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Affiliation(s)
- Jyi Cheng Ng
- Division of Colon and Rectal Surgery, Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | - Annaclara Sileo
- Division of Colon and Rectal Surgery, Department of Surgery, Mayo Clinic, Rochester, MN, USA
- General Surgery Residency Program, University of Milan, Milan, Italy
| | - Richard Sassun
- Division of Colon and Rectal Surgery, Department of Surgery, Mayo Clinic, Rochester, MN, USA
- General Surgery Residency Program, University of Milan, Milan, Italy
| | - Sara Aboelmaaty
- Division of Colon and Rectal Surgery, Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | - Tommaso Violante
- Division of Colon and Rectal Surgery, Department of Surgery, Mayo Clinic, Rochester, MN, USA
- School of General Surgery Residency, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Ibrahim A Gomaa
- Division of Colon and Rectal Surgery, Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | - Anne-Lise D'Angelo
- Division of Colon and Rectal Surgery, Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | - Kristen K Rumer
- Division of Colon and Rectal Surgery, Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | - Kellie L Mathis
- Division of Colon and Rectal Surgery, Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | - David W Larson
- Division of Colon and Rectal Surgery, Department of Surgery, Mayo Clinic, Rochester, MN, USA.
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Natout M, Machmouchi A, Hussain H, Chehade L, Abbas N, Turfa R, Kattan J, Temraz S, Tawil A, Elkhaldi M, Jaber O, Amarin R, Alawabdeh T, Charafeddine M, Al Darazi M, Shamseddine A. Assessment of Immunoscore, MRI Tumor Regression Grade, and Neoadjuvant Rectal Score in Predicting Pathologic Response in Locally Advanced Rectal Cancer in the Averectal Study. Diagnostics (Basel) 2025; 15:913. [PMID: 40218263 PMCID: PMC11989207 DOI: 10.3390/diagnostics15070913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2025] [Revised: 03/26/2025] [Accepted: 03/31/2025] [Indexed: 04/14/2025] Open
Abstract
Background/Objectives: Predictive tools are needed to assess the response to treatment and guide treatment decisions for locally advanced rectal cancer (LARC). This study explores the value of combining the immunoscore (IS) and magnetic resonance imaging tumor regression grade (mrTRG) with pathologic and radiologic neoadjuvant rectal (NAR) scores in predicting pathologic complete response (pCRs). Methods: The scores were assessed for patients with LARC enrolled in the Averectal study (NCT03503630), who received five fractions of short-course radiotherapy, followed by six cycles of mFOLFOX-6 plus avelumab, and total mesorectal excision. The IS was calculated using the mean density percentiles of CD3- and CD8-positive T-cells on baseline biopsy samples. Baseline and post-treatment MRIs were reviewed to measure the mrTRG. NAR scores were calculated using the pre-treatment T stage and post-treatment pathologic and radiologic N and T stages. Results: Fifteen out of thirty-five patients whose data were available achieved pCR (42.8%), and seven out of fourteen patients with mrTRG = 1 (complete response) attained pCR. In patients with both a mrTRG = 1 and high IS, the pCR rate was 66.7% (6/9). All of the patients who achieved pCR had a low or intermediate pathologic NAR score with a significant correlation between pCR and pathologic NAR scores (p < 0.0001). Both pathologic and radiologic NAR scores were correlated with overall survival and disease-free survival. Conclusions: The IS can supplement the mrTRG to better predict TNT outcomes, along with the use of the NAR score. This combination could potentially help with patient selection for non-operative management and guide treatment strategies for those with different recurrence risks.
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Affiliation(s)
- Mustafa Natout
- Department of Diagnostic Radiology, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon;
| | - Ahmad Machmouchi
- Department of Internal Medicine, Division of Hematology/Oncology, Naef K. Basile Cancer Institute—NKBCI, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon; (A.M.); (L.C.); (N.A.); (S.T.); (M.C.); (M.A.D.)
| | - Hero Hussain
- Department of Abdominal Radiology, University of Michigan, Ann Arbor, MI 48109, USA;
| | - Laudy Chehade
- Department of Internal Medicine, Division of Hematology/Oncology, Naef K. Basile Cancer Institute—NKBCI, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon; (A.M.); (L.C.); (N.A.); (S.T.); (M.C.); (M.A.D.)
| | - Noura Abbas
- Department of Internal Medicine, Division of Hematology/Oncology, Naef K. Basile Cancer Institute—NKBCI, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon; (A.M.); (L.C.); (N.A.); (S.T.); (M.C.); (M.A.D.)
| | - Rim Turfa
- Department of Internal Medicine, Division of Hematology/Oncology, King Hussein Cancer Center, Amman 11941, Jordan; (R.T.); (R.A.); (T.A.)
| | - Joseph Kattan
- Department of Hematology/Oncology, Hotel-Dieu de France University Hospital, Beirut 166830, Lebanon;
| | - Sally Temraz
- Department of Internal Medicine, Division of Hematology/Oncology, Naef K. Basile Cancer Institute—NKBCI, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon; (A.M.); (L.C.); (N.A.); (S.T.); (M.C.); (M.A.D.)
| | - Ayman Tawil
- Department of Pathology and Laboratory Medicine, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon;
| | - Mousa Elkhaldi
- Department of Radiation Oncology, King Hussein Cancer Center, Amman 11941, Jordan;
| | - Omar Jaber
- Department of Pathology, King Hussein Cancer Center, Amman 11941, Jordan;
| | - Rula Amarin
- Department of Internal Medicine, Division of Hematology/Oncology, King Hussein Cancer Center, Amman 11941, Jordan; (R.T.); (R.A.); (T.A.)
| | - Tala Alawabdeh
- Department of Internal Medicine, Division of Hematology/Oncology, King Hussein Cancer Center, Amman 11941, Jordan; (R.T.); (R.A.); (T.A.)
| | - Maya Charafeddine
- Department of Internal Medicine, Division of Hematology/Oncology, Naef K. Basile Cancer Institute—NKBCI, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon; (A.M.); (L.C.); (N.A.); (S.T.); (M.C.); (M.A.D.)
| | - Monita Al Darazi
- Department of Internal Medicine, Division of Hematology/Oncology, Naef K. Basile Cancer Institute—NKBCI, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon; (A.M.); (L.C.); (N.A.); (S.T.); (M.C.); (M.A.D.)
| | - Ali Shamseddine
- Department of Internal Medicine, Division of Hematology/Oncology, Naef K. Basile Cancer Institute—NKBCI, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon; (A.M.); (L.C.); (N.A.); (S.T.); (M.C.); (M.A.D.)
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Mai DVC, Drami I, Pring ET, Gould LE, Rai J, Wallace A, Hodges N, Burns EM, Jenkins JT. A Scoping Review of the Implications and Applications of Body Composition Assessment in Locally Advanced and Locally Recurrent Rectal Cancer. Cancers (Basel) 2025; 17:846. [PMID: 40075693 PMCID: PMC11899338 DOI: 10.3390/cancers17050846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 02/19/2025] [Accepted: 02/24/2025] [Indexed: 03/14/2025] Open
Abstract
Background: A strong body of evidence exists demonstrating deleterious relationships between abnormal body composition (BC) and outcomes in non-complex colorectal cancer. Complex rectal cancer (RC) includes locally advanced and locally recurrent tumours. This scoping review aims to summarise the current evidence examining BC in complex RC. Methods: A literature search was performed on Ovid MEDLINE, EMBASE, and Cochrane databases. Original studies examining BC in adult patients with complex RC were included. Two authors undertook screening and full-text reviews. Results: Thirty-five studies were included. Muscle quantity was the most commonly studied BC metric, with sarcopenia appearing to predict mortality, recurrence, neoadjuvant therapy outcomes, and postoperative complications. In particular, 10 studies examined relationships between BC and neoadjuvant therapy response, with six showing a significant association with sarcopenia. Only one study examined interventions for improving BC in patients with complex RC, and only one study specifically examined patients undergoing pelvic exenteration. Marked variation was also observed in terms of how BC was quantified, both in terms of anatomical location and how cut-off values were defined. Conclusions: Sarcopenia appears to predict mortality and recurrence in complex RC. An opportunity exists for a meta-analysis examining poorer BC and neoadjuvant therapy outcomes. There is a paucity of studies examining interventions for poor BC. Further research examining BC specifically in patients undergoing pelvic exenteration surgery is also lacking. Pitfalls identified include variances in how BC is measured on computed tomography and whether external cut-off values for muscle and adipose tissue are appropriate for a particular study population.
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Affiliation(s)
- Dinh Van Chi Mai
- St Mark’s Hospital and Academic Institute, St Mark’s The National Bowel Hospital, London HA1 3UJ, UK
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Ioanna Drami
- St Mark’s Hospital and Academic Institute, St Mark’s The National Bowel Hospital, London HA1 3UJ, UK
- Department of Digestion, and Reproduction, Imperial College London, London W12 0NN, UK
| | - Edward T. Pring
- St Mark’s Hospital and Academic Institute, St Mark’s The National Bowel Hospital, London HA1 3UJ, UK
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Laura E. Gould
- St Mark’s Hospital and Academic Institute, St Mark’s The National Bowel Hospital, London HA1 3UJ, UK
- School of Cancer Sciences, College of Veterinary & Life Sciences, University of Glasgow, Glasgow G12 8QQ, UK
| | - Jason Rai
- St Mark’s Hospital and Academic Institute, St Mark’s The National Bowel Hospital, London HA1 3UJ, UK
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Alison Wallace
- St Mark’s Hospital and Academic Institute, St Mark’s The National Bowel Hospital, London HA1 3UJ, UK
- School of Cancer Sciences, College of Veterinary & Life Sciences, University of Glasgow, Glasgow G12 8QQ, UK
| | - Nicola Hodges
- St Mark’s Hospital and Academic Institute, St Mark’s The National Bowel Hospital, London HA1 3UJ, UK
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Elaine M. Burns
- St Mark’s Hospital and Academic Institute, St Mark’s The National Bowel Hospital, London HA1 3UJ, UK
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - John T. Jenkins
- St Mark’s Hospital and Academic Institute, St Mark’s The National Bowel Hospital, London HA1 3UJ, UK
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
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4
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Chan B, Wong NSM, Wo BBW, Chan OL, Lee AS. Early Outcomes of Preoperative Short Course Radiotherapy With Simultaneous Integrated Boost and Response-adapted Chemotherapy for Advanced Rectal Cancer. Clin Oncol (R Coll Radiol) 2025; 37:103653. [PMID: 39504641 DOI: 10.1016/j.clon.2024.10.005] [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: 07/14/2024] [Revised: 08/27/2024] [Accepted: 10/04/2024] [Indexed: 11/08/2024]
Abstract
BACKGROUND AND PURPOSE Limited evidence exists for dose escalation in neoadjuvant short course radiotherapy (SCRT) for rectal cancer. With enhanced imaging and radiotherapy techniques over the past decades along with the valuable endpoint of pathological complete response (pCR), we believe SCRT with simultaneous integrated boost could potentially provide deeper pathological responses and improve local control. METHODS AND MATERIALS Between January 2020 and December 2022, locoregional-advanced rectal cancer patients that were treated with neoadjuvant SCRT with simultaneous integrated boost up to 5.5-6Gy per fraction with five daily fractions followed by response-adapted chemotherapy was retrospectively reviewed. The pCR rates, R0 resection rates, tumor downstaging, toxicities, and early pattern of recurrence are reported. RESULTS Among the 76 patients, 67 (88%) were able to undergo curative intent surgery. R0 resection was achieved in 99% (n = 66) of patients with pCR rates of 28% (n = 19). Forty-six percent (n = 31) of patients had significant pathological downstaging (ypT2N0) and 55% (n = 37) of patients had both T and N downstaging. Most common grade 3 or above radiotherapy-related side-effects were proctitis, rectal pain, and dermatitis found in 5% (n = 4), 3% (n = 2) and 3% (n = 2) of patients, respectively. Grade 3 or above surgical complications were observed in 15% (n = 10) of patients. There were no treatment-related deaths. With a median follow-up of 27 months, only 6% (n = 4) had local recurrence after surgery. CONCLUSIONS Neoadjuvant short course radiotherapy with simultaneous boost for rectal cancer is feasible with no added toxicities. Patients who underwent surgery achieve a high R0 resection and pCR rates. Early data suggest low rates of locoregional recurrence. Further follow-up and research is needed to validate and optimize the dose, method, and schedule of dose escalation.
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Affiliation(s)
- B Chan
- Department of Clinical Oncology, Tuen Mun Hospital, Hong Kong.
| | - N S M Wong
- Department of Clinical Oncology, Tuen Mun Hospital, Hong Kong
| | - B B W Wo
- Department of Clinical Oncology, Tuen Mun Hospital, Hong Kong
| | - O L Chan
- Department of Diagnostic Radiology and Nuclear Medicine, Tuen Mun Hospital, Hong Kong
| | - A S Lee
- Department of Clinical Oncology, Tuen Mun Hospital, Hong Kong
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5
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Kim M, Lee SM, Son IT, Kang J, Noh GT, Oh BY. Artificial Intelligence-Driven Volumetric Analysis of Muscle Mass as a Predictor of Tumor Response to Neoadjuvant Chemoradiotherapy in Patients with Rectal Cancer. J Clin Med 2024; 13:7018. [PMID: 39685473 DOI: 10.3390/jcm13237018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 11/14/2024] [Accepted: 11/18/2024] [Indexed: 12/18/2024] Open
Abstract
Background/Objectives: Artificial intelligence (AI)-based volumetric measurements for assessing sarcopenia are expected to offer comprehensive insight into three-dimensional muscle volume and distribution. Therefore, we investigated the role of sarcopenia using computed tomography (CT)-based automated AI volumetric muscle measurements in predicting neoadjuvant chemoradiotherapy (nCRT) response and prognosis in patients with rectal cancer who underwent nCRT. Methods: We retrospectively analyzed the data of patients who underwent nCRT followed by curative resection between March 2010 and August 2021. Sarcopenia was defined using the Q1 cutoff value of the volumetric skeletal muscle index (SMI). The association between pre-nCRT volumetric sarcopenia and nCRT response was analyzed using logistic regression. A Cox proportional hazards model was used to identify the prognostic value of the pre- and post-nCRT volumetric SMIs. Results: Notably, 22 (25.6%) of the 86 patients had volumetric sarcopenia. The sarcopenia group showed a poorer nCRT response than the non-sarcopenia group. Pre-nCRT sarcopenia was a significant predictor of poor nCRT response (OR, 0.34 [95% CI, 0.12-0.96]; p = 0.041). Furthermore, an increased volumetric SMI during nCRT was a more significant prognostic factor on recurrence-free survival (aHR, 0.26 [95% CI, 0.08-0.83]; p = 0.023) and overall survival (aHR, 0.41 [95% CI, 0.17-0.99]; p = 0.049) than a decreased SMI. Conclusions: Volumetric sarcopenia can be used to predict poor nCRT response. A reduction in volumetric sarcopenia can be a poor prognostic factor in patients with rectal cancer who undergo nCRT.
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Affiliation(s)
- Minsung Kim
- Department of Surgery, Hallym Sacred Heart Hospital, Hallym University College of Medicine, Anyang 14068, Republic of Korea
| | - Sang Min Lee
- Department of Radiology, CHA Gangnam Medical Center, CHA University College of Medicine, Seoul 06135, Republic of Korea
| | - Il Tae Son
- Department of Surgery, Hallym Sacred Heart Hospital, Hallym University College of Medicine, Anyang 14068, Republic of Korea
| | - Jaewoong Kang
- Medical Artificial Intelligence Center, Hallym Sacred Heart Hospital, Hallym University College of Medicine, Anyang 14068, Republic of Korea
| | - Gyoung Tae Noh
- Department of Surgery, Ewha Womans University College of Medicine, Seoul 07804, Republic of Korea
| | - Bo Young Oh
- Department of Surgery, Hallym Sacred Heart Hospital, Hallym University College of Medicine, Anyang 14068, Republic of Korea
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6
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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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Ramireddy JK, Sathya A, Sasidharan BK, Varghese AJ, Sathyamurthy A, John NO, Chandramohan A, Singh A, Joel A, Mittal R, Masih D, Varghese K, Rebekah G, Ram TS, Thomas HMT. Can Pretreatment MRI and Planning CT Radiomics Improve Prediction of Complete Pathological Response in Locally Advanced Rectal Cancer Following Neoadjuvant Treatment? J Gastrointest Cancer 2024; 55:1199-1211. [PMID: 38856797 DOI: 10.1007/s12029-024-01073-z] [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: 05/19/2024] [Indexed: 06/11/2024]
Abstract
OBJECTIVE(S) The treatment response to neoadjuvant chemoradiation (nCRT) differs largely in individuals treated for rectal cancer. In this study, we investigated the role of radiomics to predict the pathological response in locally advanced rectal cancers at different treatment time points: (1) before the start of any treatment using baseline T2-weighted MRI (T2W-MR) and (2) at the start of radiation treatment using planning CT. METHODS Patients on nCRT followed by surgery between June 2017 to December 2019 were included in the study. Histopathological tumour response grading (TRG) was used for classification, and gross tumour volume was defined by the radiation oncologists. Following resampling, 100 and 103 pyradiomic features were extracted from T2W-MR and planning CT images, respectively. Synthetic minority oversampling technique (SMOTE) was used to address class imbalance. Four machine learning classifiers built clinical, radiomic, and merged models. Model performances were evaluated on a held-out test dataset following 3-fold cross-validation using area under the receiver operator characteristic curves (AUC) with bootstrap 95% confidence intervals. RESULTS One hundred and fifty patients were included; 58/150 with TRG 1 were classified as complete responders, and rest were incomplete responders (IR). Clinical models performed better (AUC = 0.68) compared to radiomics models (AUC = 0.62). Overall, the clinical + T2W-MR model showed best performance (AUC = 0.72) in predicting the pathological response prior to therapy. Clinical + Planning CT-merged models could only achieve the highest AUC of 0.66. CONCLUSION Merging clinical and baseline T2W-MR radiomics enhances predicting pathological response in rectal cancer. Validation in larger cohorts is warranted, especially for watch and wait strategies.
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Affiliation(s)
- Jeba Karunya Ramireddy
- Quantitative Imaging Research and Artificial Intelligence Lab, Department of Radiation Oncology, Unit 2, Dr Ida B Scudder Cancer Centre, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | - A Sathya
- Quantitative Imaging Research and Artificial Intelligence Lab, Department of Radiation Oncology, Unit 2, Dr Ida B Scudder Cancer Centre, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | - Balu Krishna Sasidharan
- Quantitative Imaging Research and Artificial Intelligence Lab, Department of Radiation Oncology, Unit 2, Dr Ida B Scudder Cancer Centre, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | - Amal Joseph Varghese
- Quantitative Imaging Research and Artificial Intelligence Lab, Department of Radiation Oncology, Unit 2, Dr Ida B Scudder Cancer Centre, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | - Arvind Sathyamurthy
- Quantitative Imaging Research and Artificial Intelligence Lab, Department of Radiation Oncology, Unit 2, Dr Ida B Scudder Cancer Centre, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | - Neenu Oliver John
- Quantitative Imaging Research and Artificial Intelligence Lab, Department of Radiation Oncology, Unit 2, Dr Ida B Scudder Cancer Centre, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | | | - Ashish Singh
- Department of Medical Oncology, Christian Medical College, Vellore, India
| | - Anjana Joel
- Department of Medical Oncology, Christian Medical College, Vellore, India
| | - Rohin Mittal
- Department of General Surgery, Christian Medical College, Vellore, India
| | - Dipti Masih
- Department of Pathology, Christian Medical College, Vellore, India
| | - Kripa Varghese
- Department of Pathology, Christian Medical College, Vellore, India
| | - Grace Rebekah
- Department of Biostatistics, Christian Medical College, Vellore, India
| | - Thomas Samuel Ram
- Quantitative Imaging Research and Artificial Intelligence Lab, Department of Radiation Oncology, Unit 2, Dr Ida B Scudder Cancer Centre, Christian Medical College, Vellore, Tamil Nadu, 632004, India
| | - Hannah Mary T Thomas
- Quantitative Imaging Research and Artificial Intelligence Lab, Department of Radiation Oncology, Unit 2, Dr Ida B Scudder Cancer Centre, Christian Medical College, Vellore, Tamil Nadu, 632004, India.
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8
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Hadizadeh A, Kazemi-Khaledi H, Fazeli MS, Ahmadi-Tafti SM, Keshvari A, Akbari-Asbagh R, Keramati MR, Kazemeini A, Fazeli AR, Behboudi B, Parsaei M. Predictive value of flexible proctosigmoidoscopy and laboratory findings for complete clinical responses after neoadjuvant chemoradiotherapy in patients with locally advanced primary rectal cancer: a retrospective cohort study. Int J Colorectal Dis 2024; 39:124. [PMID: 39096339 PMCID: PMC11297812 DOI: 10.1007/s00384-024-04696-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/22/2024] [Indexed: 08/05/2024]
Abstract
PURPOSE Colorectal cancer is the second leading cause of cancer death worldwide. Standard treatments for locally advanced rectal cancer include neoadjuvant chemoradiotherapy and total mesorectal excision (TME), which are associated with significant morbidity. After neoadjuvant therapy, one-third of patients achieve a pathological complete response (pCR) and are eligible for a watch-and-wait approach without TME. The purpose of this study was to determine the potential predictors of pCR before surgery. METHODS The demographic, clinical, and endoscopic data of 119 patients with primary locally advanced rectal cancer without distant metastasis who underwent restaging endoscopy and TME 6-8 weeks after the end of neoadjuvant therapy were collected. The absence of tumor cells in the histological examination of the TME specimen after neoadjuvant therapy was considered pCR. Binary logistic regression and receiver operating characteristic curves were utilized for analysis. RESULTS According to the multivariate logistic regression analysis, flattening of marginal tumor swelling (p value < 0.001, odds ratio = 100.605) emerged as an independent predictor of pCR in rectal cancer patients. Additionally, receiver operating characteristic curve analysis revealed that lower preoperative carcinoembryonic antigen and erythrocyte sedimentation rate levels predict pCR, with cutoffs of 2.15 ng/ml and 19.0 mm/h, respectively. CONCLUSION Carcinoembryonic antigen and erythrocyte sedimentation rate, along with the presence of flattening of marginal tumor swelling, can predict pCR after neoadjuvant chemoradiotherapy in patients with primary rectal cancer. These factors offer a potential method for selecting candidates for conservative treatment based on endoscopic and laboratory findings.
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Affiliation(s)
- Alireza Hadizadeh
- Colorectal Research Center, Imam Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
| | - Hamed Kazemi-Khaledi
- Colorectal Research Center, Imam Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Division of Colorectal Surgery, Department of Surgery, Tehran University of Medical Sciences, Tehan, 1419733141, Iran
| | - Mohammad-Sadegh Fazeli
- Colorectal Research Center, Imam Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Division of Colorectal Surgery, Department of Surgery, Tehran University of Medical Sciences, Tehan, 1419733141, Iran
| | - Seyed-Mohsen Ahmadi-Tafti
- Colorectal Research Center, Imam Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Division of Colorectal Surgery, Department of Surgery, Tehran University of Medical Sciences, Tehan, 1419733141, Iran
| | - Amir Keshvari
- Colorectal Research Center, Imam Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Division of Colorectal Surgery, Department of Surgery, Tehran University of Medical Sciences, Tehan, 1419733141, Iran
| | - Reza Akbari-Asbagh
- Division of Colorectal Surgery, Department of Surgery, Tehran University of Medical Sciences, Tehan, 1419733141, Iran
- Research Center for Advanced Technologies in Cardiovascular Medicine, Cardiovascular Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad-Reza Keramati
- Colorectal Research Center, Imam Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Division of Colorectal Surgery, Department of Surgery, Tehran University of Medical Sciences, Tehan, 1419733141, Iran
| | - Alireza Kazemeini
- Colorectal Research Center, Imam Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Division of Colorectal Surgery, Department of Surgery, Tehran University of Medical Sciences, Tehan, 1419733141, Iran
| | - Amir-Reza Fazeli
- Colorectal Research Center, Imam Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran.
- Division of Colorectal Surgery, Department of Surgery, Tehran University of Medical Sciences, Tehan, 1419733141, Iran.
| | - Behnam Behboudi
- Colorectal Research Center, Imam Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran.
- Division of Colorectal Surgery, Department of Surgery, Tehran University of Medical Sciences, Tehan, 1419733141, Iran.
| | - Mohammadamin Parsaei
- Maternal, Fetal & Neonatal Research Center, Family Health Research Institute, Tehran University of Medical Sciences, Tehran, Iran
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9
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Fazeli AR, Tadbir Vajargah K, Fazeli MS, Behboudi B, Ahmadi-Tafti SM, Kazemeini A, Keshvari A, Keramati MR. Gross morphologic features of surgical specimen in rectal cancer patients with pathological complete response following neoadjuvant chemoradiotherapy: A cross-sectional study. World J Surg 2024; 48:1759-1766. [PMID: 38794790 DOI: 10.1002/wjs.12217] [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: 04/05/2024] [Accepted: 05/02/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND pathological complete response (pCR) is achieved in 10%-30% of rectal cancer patients following neoadjuvant chemoradiotherapy and surgery. Residual mucosal abnormalities, which make patients ineligible for nonoperative management, may not be an accurate indicator of the pCR. The purpose of this study was to report the gross findings of rectal cancer patients with pathological complete responses. METHODS This study was conducted at Tehran University of Medical Sciences, Tehran, Iran. A total of 130 patients with rectal adenocarcinoma, treated by neoadjuvant chemoradiotherapy, followed by surgical resection between March 2007, and March 2017, with a surgical pathology report of pCR, were included. Patients' demographics and pretreatment tumor characteristics were collected from the medical records. Data regarding residual mucosal abnormalities were extracted from postoperative surgical pathology reports. Abnormal findings were reported as "ulcer" or " non-ulcerative lesion". RESULTS One hundred and fifteen patients (88.5%; 95% CI: 81.7%-93.4%) had at least one abnormal finding in the gross examination, including ulcer or non-ulcerative lesion (any mucosal abnormalities other than ulcers, including polyps, telangiectasia, etc.). Patients with higher-stage tumors had a higher chance of having an ulcerative lesion (p = 0.05). Younger patients tended to have deeper layers of involvement (p = 0.013). Patients with different gross findings were not significantly different regarding baseline characteristics, except for the pretreatment stage, where patients with a higher stage had higher odds of having ulcerative lesions. CONCLUSIONS Most rectal cancer patients achieving a pCR exhibit abnormalities on gross examination. The higher pretreatment stages were significantly associated with gross abnormalities especially ulcers.
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Affiliation(s)
- Amir Reza Fazeli
- Division of Colorectal Surgery, Department of Surgery, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Colorectal Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Kiana Tadbir Vajargah
- Division of Colorectal Surgery, Department of Surgery, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Colorectal Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Sadegh Fazeli
- Division of Colorectal Surgery, Department of Surgery, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Colorectal Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Behnam Behboudi
- Division of Colorectal Surgery, Department of Surgery, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Colorectal Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Mohsen Ahmadi-Tafti
- Division of Colorectal Surgery, Department of Surgery, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Colorectal Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Alireza Kazemeini
- Division of Colorectal Surgery, Department of Surgery, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Colorectal Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Amir Keshvari
- Division of Colorectal Surgery, Department of Surgery, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Colorectal Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Keramati
- Division of Colorectal Surgery, Department of Surgery, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
- Colorectal Research Center, Tehran University of Medical Sciences, Tehran, Iran
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10
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Wang Y, Zhang L, Jiang Y, Cheng X, He W, Yu H, Li X, Yang J, Yao G, Lu Z, Zhang Y, Yan S, Zhao F. Multiparametric magnetic resonance imaging (MRI)-based radiomics model explained by the Shapley Additive exPlanations (SHAP) method for predicting complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer: a multicenter retrospective study. Quant Imaging Med Surg 2024; 14:4617-4634. [PMID: 39022292 PMCID: PMC11250347 DOI: 10.21037/qims-24-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 04/09/2024] [Indexed: 07/20/2024]
Abstract
BACKGROUND Predicting the response to neoadjuvant chemoradiotherapy (nCRT) before initiating treatment is essential for tailoring therapeutic strategies and monitoring prognosis in locally advanced rectal cancer (LARC). In this study, we aimed to develop and validate radiomic-based models to predict clinical and pathological complete responses (cCR and pCR, respectively) by incorporating the Shapley Additive exPlanations (SHAP) method for model interpretation. METHODS A total of 285 patients with complete pretreatment clinical characteristics and T1-weighted (T1W) and T2-weighted (T2W) magnetic resonance imaging (MRI) at 3 centers were retrospectively recruited. The features of tumor lesions were extracted by PyRadiomics and selected using least absolute shrinkage and selection operator (LASSO) algorithm. The selected features were used to build multilayer perceptron (MLP) models alone or combined with clinical features. Area under the receiver operating characteristic curve (AUC), decision curve, and calibration curve were applied to evaluate performance of models. The SHAP method was adopted to explain the prediction models. RESULTS The radiomic-based models all showed better performances than clinical models. The clinical-radiomic models showed the best differentiation on cCR and pCR with mean AUCs of 0.718 and 0.810 in the validation set, respectively. The decision curves of the clinical-radiomic models showed its values in clinical application. The SHAP method powerfully interpreted the prediction models both at a holistic and individual levels. CONCLUSIONS Our study highlights that the radiomic-based prediction models have more excellent abilities than clinical models and can effectively predict treatment response and optimize therapeutic strategies for patients with LARCs.
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Affiliation(s)
- Yiqi Wang
- Department of Radiation Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Graduate School, Zhejiang University School of Medicine, Hangzhou, China
| | - Luyuan Zhang
- Department of Neurosurgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yanting Jiang
- Department of Radiation Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Graduate School, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiaofei Cheng
- Department of Colorectal Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Wenguang He
- Department of Radiology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Haogang Yu
- Department of Radiation Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Xinke Li
- Department of Radiation Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Jing Yang
- Department of Radiation Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Guorong Yao
- Department of Radiation Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Zhongjie Lu
- Department of Radiation Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Yi Zhang
- Key Laboratory for Biomedical Engineering of Ministry of Education, Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, China
| | - Senxiang Yan
- Department of Radiation Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Feng Zhao
- Department of Radiation Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
- Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou, China
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11
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Mohammed A, Bakry A, Gharieb S, Hanna A, Obaya A, Abdelhady W, Metwalli A. Predictive Value of Tumor-Infiltrating Lymphocytes and Ki-67 for Pathological Response to Total Neoadjuvant Therapy in Rectal Cancer. J Gastrointest Cancer 2024; 55:869-876. [PMID: 38358621 DOI: 10.1007/s12029-024-01026-6] [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] [Accepted: 02/05/2024] [Indexed: 02/16/2024]
Abstract
PURPOSE Patients with locally advanced rectal cancer (LARC) who underwent total neoadjuvant therapy (TNT) showed an increase in the percentage of complete pathological response (pCR). The purpose of this study was to determine the correlation between Ki-67, tumor-infiltrating lymphocytes (TIL), and TNT in LARC patients. METHOD In total, one hundred fifty-nine patients with LARC were included in this prospective study. The international working group was used to categorize the TIL into three groups based on the percentage and density of staining: group 0 (0-10%), group 1 (11-59%), and group 2 (≥ 60%). Ki-67 expression was classified as low (≤ 50%) or high (> 50%). RESULT Most patients had tumor grade III (74.2%) and T2-T3 (78.6%). Lymph node involvement (48.7%) and tumor size ≥ 3 cm were detected in approximately half of the patients. Forty-four percent of patients had a high Ki-67 index; 15.7% of patients belonged to group 1, and 21.4% belonged to group 2. pCR was detected in 18.2% of the patients. TIL and Ki-67 levels were significantly correlated with pCR (p = 0.001 and 0.003 for multivariate analysis and 0.001 and 0.03 for univariate analysis, respectively). CONCLUSION There was a statistically significant correlation between Ki-67, TIL, and pCR following TNT protocol, which may help maximize the therapeutic outcome.
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Affiliation(s)
- Amrallah Mohammed
- Medical Oncology Department, Faculty of Medicine, Zagazig University, Zagazig, Egypt.
| | - Adel Bakry
- Medical Oncology Department, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Shimaa Gharieb
- Department of Clinical Oncology & Nuclear Medicine, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Amira Hanna
- Department of Clinical Oncology & Nuclear Medicine, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Ahmed Obaya
- Department of Clinical Oncology & Nuclear Medicine, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Waleed Abdelhady
- Surgical Department, Faculty of Medicine, Zagazig University, Zagazig, Egypt
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Liu WY, Tang Y, Li N, Tang Y, Cheng YJ, Yang L, Fang H, Lu NN, Qi SN, Chen B, Wang SL, Song YW, Liu YP, Li YX, Liu Z, Liang JW, Pei W, Wang XS, Zhang HZ, Wang J, Zhou HT, Jin J. Preoperative chemoradiotherapy in older patients with rectal cancer guided by comprehensive geriatric assessment within a multidisciplinary team-a multicenter phase II trial. BMC Geriatr 2024; 24:442. [PMID: 38773457 PMCID: PMC11106876 DOI: 10.1186/s12877-024-05046-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 05/06/2024] [Indexed: 05/23/2024] Open
Abstract
BACKGROUND The purpose of this study was to evaluate the safety and efficacy of preoperative concurrent chemoradiotherapy (preCRT) for locally advanced rectal cancer in older people who were classified as "fit" by comprehensive geriatric assessment (CGA). METHODS A single-arm, multicenter, phase II trial was designed. Patients were eligible for this study if they were aged 70 years or above and met the standards of "fit" (SIOG1) as evaluated by CGA and of the locally advanced risk category. The primary endpoint was 2-year disease-free survival (DFS). Patients were scheduled to receive preCRT (50 Gy) with raltitrexed (3 mg/m2 on days 1 and 22). RESULTS One hundred and nine patients were evaluated by CGA, of whom eighty-six, eleven and twelve were classified into the fit, intermediate and frail category. Sixty-eight fit patients with a median age of 74 years were enrolled. Sixty-four patients (94.1%) finished radiotherapy without dose reduction. Fifty-four (79.3%) patients finished the prescribed raltitrexed therapy as planned. Serious toxicity (grade 3 or above) was observed in twenty-four patients (35.3%), and fourteen patients (20.6%) experienced non-hematological side effects. Within a median follow-up time of 36.0 months (range: 5.9-63.1 months), the 2-year overall survival (OS), cancer-specific survival (CSS) and disease-free survival (DFS) rates were 89.6% (95% CI: 82.3-96.9), 92.4% (95% CI: 85.9-98.9) and 75.6% (95% CI: 65.2-86.0), respectively. Forty-eight patients (70.6%) underwent surgery (R0 resection 95.8%, R1 resection 4.2%), the corresponding R0 resection rate among the patients with positive mesorectal fascia status was 76.6% (36/47). CONCLUSION This phase II trial suggests that preCRT is efficient with tolerable toxicities in older rectal cancer patients who were evaluated as fit based on CGA. TRIAL REGISTRATION The registration number on ClinicalTrials.gov was NCT02992886 (14/12/2016).
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Affiliation(s)
- Wen-Yang Liu
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yuan Tang
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ning Li
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yu Tang
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Clinical Trials Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yun-Jie Cheng
- Department of Radiation Oncology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Lin Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hui Fang
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ning-Ning Lu
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shu-Nan Qi
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Bo Chen
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shu-Lian Wang
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yong-Wen Song
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yue-Ping Liu
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ye-Xiong Li
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zheng Liu
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jian-Wei Liang
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Pei
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xi-Shan Wang
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hai-Zeng Zhang
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jun Wang
- Department of Radiation Oncology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China.
| | - Hai-Tao Zhou
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Jing Jin
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
- Department of Radiation Oncology, National Cancer Center/ Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China.
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Piringer G, Ponholzer F, Thaler J, Bachleitner-Hofmann T, Rumpold H, de Vries A, Weiss L, Greil R, Gnant M, Öfner D. Prediction of survival after neoadjuvant therapy in locally advanced rectal cancer - a retrospective analysis. Front Oncol 2024; 14:1374592. [PMID: 38817890 PMCID: PMC11137682 DOI: 10.3389/fonc.2024.1374592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 04/29/2024] [Indexed: 06/01/2024] Open
Abstract
Purpose The aim of this retrospective analysis was to determine if the response to preoperative radio(chemo)therapy is predictive for survival among patients with locally advanced rectal cancer and may act as a potential surrogate endpoint for disease free survival and overall survival. Results Eight hundred seventy-eight patients from five centers were analyzed. There were 304 women and 574 men; the median age was 64.7 years. 77.6% and 22.4% of patients received neoadjuvant radiochemotherapy or short-course radiotherapy, resulting in a pathological complete response in 7.3%. T-downstaging and N-downstaging occurred in 50.5% and 37% of patients after neoadjuvant therapy. In patients with T-downstaging, the 10-year DFS and 10-year OS were 64.8% and 66.8% compared to 37.1% and 45.9% in patients without T-downstaging. N-downstaging resulted in 10-year DFS and 10-year OS in 56.2% and 62.5% compared to 47.3% and 52.3% without N-downstaging. Based on routinely evaluated clinical parameters, an absolute risk prediction calculator was generated for 5-year disease-free survival, and 5-year overall survival. Conclusion T-downstaging and N-downstaging after neoadjuvant radiochemotherapy or short-course radiotherapy resulted in better DFS and OS compared to patients without response. Based on clinical parameters, 5-year DFS, and 5-year OS can be predicted using a prediction calculator.
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Affiliation(s)
- Gudrun Piringer
- Department of Hematology and Oncology, Kepler University Hospital, Linz, Austria
- Department of Internal Medicine IV, Wels-Grieskirchen Medical Hospital, Wels, Austria
- Medical Faculty, Johannes Kepler University Linz, Linz, Austria
| | - Florian Ponholzer
- Department of Visceral, Transplant and Thoracic Surgery, Center of Operative Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Josef Thaler
- Department of Internal Medicine IV, Wels-Grieskirchen Medical Hospital, Wels, Austria
- Medical Faculty, Johannes Kepler University Linz, Linz, Austria
| | | | - Holger Rumpold
- Medical Faculty, Johannes Kepler University Linz, Linz, Austria
- Department of Hematology and Oncology, Ordensklinikum Linz, Linz, Austria
| | - Alexander de Vries
- Department of Radiotherapy and Radio-Oncology, Feldkirch Hospital, Feldkirch, Austria
| | - Lukas Weiss
- 3 Medical Department of Internal Medicine III, Paracelsus Medical University, Salzburg, Austria
- Salzburg Cancer Research Institute - Center for Clinical Cancer and Immunology Trials, Salzburg, Austria
| | - Richard Greil
- 3 Medical Department of Internal Medicine III, Paracelsus Medical University, Salzburg, Austria
- Salzburg Cancer Research Institute - Center for Clinical Cancer and Immunology Trials, Salzburg, Austria
| | - Michael Gnant
- Comprehensive Cancer Center, Medical University, Vienna, Austria
| | - Dietmar Öfner
- Department of Visceral, Transplant and Thoracic Surgery, Center of Operative Medicine, Medical University of Innsbruck, Innsbruck, Austria
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14
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Ari A, Sevik H, Sevinc MM, Tatar C, Buyukasik K, Surel AA, Idiz UO. Predicting the Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer Using Soluble Immune Checkpoints. Cancer Biother Radiopharm 2024; 39:247-254. [PMID: 38010745 DOI: 10.1089/cbr.2023.0134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2023] Open
Abstract
Introduction: Personalizing neoadjuvant therapy for locally advanced rectal cancer (LARC) requires identifying biomarkers that predict treatment response. This study evaluates soluble immune checkpoints (sICPs) as predictive markers for neoadjuvant treatment response in LARC patients located in the middle and lower rectum. Materials and Methods: This prospective study included patients diagnosed with clinical stage T3 or T4 rectal cancer (RC) based on pelvic magnetic resonance imaging, with or without pelvic lymph node involvement. The modified Ryan scoring system was used to assess the response to neoadjuvant chemoradiotherapy (nCRT). Blood samples were collected from all RC patients before initiating nCRT. Various sICPs (sCD25, 4-1BB, B7.2, free active TGF-β1, CTLA-4, PD-L1, PD-1, Tim-3, LAG-3, galectin-9), along with age, gender, stage, blood cell counts, and biochemical variables, were recorded and compared based on tumor regression grade (TRG). Results: Among 38 participants, lymphocyte count was higher, and platelet-to-lymphocyte ratio (PLR), neutrophil-to-lymphocyte ratio (NLR), and platelet count were lower in patients with complete/near-complete response (TRG 0/1). In addition, TRG 0/1 patients had significantly lower levels of soluble galectin-9 than TRG 2/3 patients. Furthermore, platelet count was the only parameter that showed a significant difference among the three groups (TRG 0/1, TRG 2, and TRG 3). PLR demonstrated the highest sensitivity and specificity, with >80% for both measures. Conclusions: Lymphocyte count, PLR, NLR, platelet count, and galectin-9 may help predict favorable neoadjuvant treatment response in LARC patients, although without providing a definitive outcome. Personalized therapy based on these markers could enhance treatment decision making in LARC management.
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Affiliation(s)
- Aziz Ari
- Department of General Surgery, Istanbul Training and Research Hospital, Istanbul, Turkey
| | - Husnu Sevik
- Department of General Surgery, Istanbul Training and Research Hospital, Istanbul, Turkey
| | - Mert Mahsuni Sevinc
- Department of General Surgery, Istanbul Training and Research Hospital, Istanbul, Turkey
| | - Cihad Tatar
- Department of General Surgery, Acibadem Taksim Hospital, Istanbul, Turkey
| | - Kenan Buyukasik
- Department of General Surgery, Istanbul Training and Research Hospital, Istanbul, Turkey
| | - Aziz Ahmet Surel
- Department of General Surgery, Ankara Bilkent City Hospital, Cankaya, Turkey
| | - Ufuk Oguz Idiz
- Department of General Surgery, Istanbul Training and Research Hospital, Istanbul, Turkey
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15
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Kim HY, Cho SH, Jang JK, Kim B, Lee CM, Lim JS, Moon SK, Oh SN, Seo N, Park SH. Interpretation of Complete Tumor Response on MRI Following Chemoradiotherapy of Rectal Cancer: Inter-Reader Agreement and Associated Factors in Multi-Center Clinical Practice. Korean J Radiol 2024; 25:351-362. [PMID: 38528693 PMCID: PMC10973736 DOI: 10.3348/kjr.2023.1213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 01/29/2024] [Accepted: 02/03/2024] [Indexed: 03/27/2024] Open
Abstract
OBJECTIVE To measure inter-reader agreement and identify associated factors in interpreting complete response (CR) on magnetic resonance imaging (MRI) following chemoradiotherapy (CRT) for rectal cancer. MATERIALS AND METHODS This retrospective study involved 10 readers from seven hospitals with experience of 80-10210 cases, and 149 patients who underwent surgery after CRT for rectal cancer. Using MRI-based tumor regression grading (mrTRG) and methods employed in daily practice, the readers independently assessed mrTRG, CR on T2-weighted images (T2WI) denoted as mrCRT2W, and CR on all images including diffusion-weighted images (DWI) denoted as mrCRoverall. The readers described their interpretation patterns and how they utilized DWI. Inter-reader agreement was measured using multi-rater kappa, and associated factors were analyzed using multivariable regression. Correlation between sensitivity and specificity of each reader was analyzed using Spearman coefficient. RESULTS The mrCRT2W and mrCRoverall rates varied widely among the readers, ranging 18.8%-40.3% and 18.1%-34.9%, respectively. Nine readers used DWI as a supplement sequence, which modified interpretations on T2WI in 2.7% of cases (36/1341 [149 patients × 9 readers]) and mostly (33/36) changed mrCRT2W to non-mrCRoverall. The kappa values for mrTRG, mrCRT2W, and mrCRoverall were 0.56 (95% confidence interval: 0.49, 0.62), 0.55 (0.52, 0.57), and 0.54 (0.51, 0.57), respectively. No use of rectal gel, larger initial tumor size, and higher initial cT stage exhibited significant association with a higher inter-reader agreement for assessing mrCRoverall (P ≤ 0.042). Strong negative correlations were observed between the sensitivity and specificity of individual readers (coefficient, -0.718 to -0.963; P ≤ 0.019). CONCLUSION Inter-reader agreement was moderate for assessing CR on post-CRT MRI. Readers' varying standards on MRI interpretation (i.e., threshold effect), along with the use of rectal gel, initial tumor size, and initial cT stage, were significant factors associated with inter-reader agreement.
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Affiliation(s)
- Hae Young Kim
- Department of Radiology, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Seung Hyun Cho
- Department of Radiology, Kyungpook National University Chilgok Hospital, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Jong Keon Jang
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Bohyun Kim
- Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Chul-Min Lee
- Department of Radiology, Hanyang University College of Medicine, Seoul, Republic of Korea
| | - Joon Seok Lim
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sung Kyoung Moon
- Department of Radiology, Kyung Hee University Hospital, Seoul, Republic of Korea
| | - Soon Nam Oh
- Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Nieun Seo
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seong Ho Park
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea.
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Das K, Paltani M, Tripathi PK, Kumar R, Verma S, Kumar S, Jain CK. Current implications and challenges of artificial intelligence technologies in therapeutic intervention of colorectal cancer. EXPLORATION OF TARGETED ANTI-TUMOR THERAPY 2023; 4:1286-1300. [PMID: 38213536 PMCID: PMC10776591 DOI: 10.37349/etat.2023.00197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 08/28/2023] [Indexed: 01/13/2024] Open
Abstract
Irrespective of men and women, colorectal cancer (CRC), is the third most common cancer in the population with more than 1.85 million cases annually. Fewer than 20% of patients only survive beyond five years from diagnosis. CRC is a highly preventable disease if diagnosed at the early stage of malignancy. Several screening methods like endoscopy (like colonoscopy; gold standard), imaging examination [computed tomographic colonography (CTC)], guaiac-based fecal occult blood (gFOBT), immunochemical test from faeces, and stool DNA test are available with different levels of sensitivity and specificity. The available screening methods are associated with certain drawbacks like invasiveness, cost, or sensitivity. In recent years, computer-aided systems-based screening, diagnosis, and treatment have been very promising in the early-stage detection and diagnosis of CRC cases. Artificial intelligence (AI) is an enormously in-demand, cost-effective technology, that uses various tools machine learning (ML), and deep learning (DL) to screen, diagnose, and stage, and has great potential to treat CRC. Moreover, different ML algorithms and neural networks [artificial neural network (ANN), k-nearest neighbors (KNN), and support vector machines (SVMs)] have been deployed to predict precise and personalized treatment options. This review examines and summarizes different ML and DL models used for therapeutic intervention in CRC cancer along with the gap and challenges for AI.
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Affiliation(s)
- Kriti Das
- Department of Artificial Intelligence and Precision Medicine, School of Allied Health Sciences and Management, Delhi Pharmaceutical Sciences and Research University, New Delhi 110017, India
| | - Maanvi Paltani
- Department of Artificial Intelligence and Precision Medicine, School of Allied Health Sciences and Management, Delhi Pharmaceutical Sciences and Research University, New Delhi 110017, India
| | - Pankaj Kumar Tripathi
- Department of Biotechnology, Jaypee Institute of Information Technology, Noida 201309, Uttar Pradesh, India
| | - Rajnish Kumar
- Department of Medical Laboratory Technology, School of Allied Health Sciences, Delhi Pharmaceutical Sciences and Research University, Delhi 110017, India
| | - Saniya Verma
- Department of Medical Laboratory Technology, School of Allied Health Sciences, Delhi Pharmaceutical Sciences and Research University, Delhi 110017, India
| | - Subodh Kumar
- Department of Medical Laboratory Technology, School of Allied Health Sciences, Delhi Pharmaceutical Sciences and Research University, Delhi 110017, India
| | - Chakresh Kumar Jain
- Department of Biotechnology, Jaypee Institute of Information Technology, Noida 201309, Uttar Pradesh, India
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Cloos AJ, Schissel M, Batra R, Donahue SR, Wenos CD, Kumar T, Leinicke JA, Thompson JS, Langenfeld SJ. Characteristics of pathologic complete response for locally advanced rectal cancer. Am J Surg 2023; 226:873-877. [PMID: 37460372 DOI: 10.1016/j.amjsurg.2023.07.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/09/2023] [Accepted: 07/11/2023] [Indexed: 11/26/2023]
Abstract
BACKGROUND Neoadjuvant chemoradiation (NACRT) is the standard of care for locally advanced rectal cancers. The purpose of this study was to determine patient and tumor factors associated with a pathologic complete response (pCR). METHODS The National Surgical Quality Improvement Program proctectomy-targeted database was utilized to identify all patients from 2016 to 2020 who underwent NACRT followed by proctectomy with curative intent for T3-4N0-2 rectal cancers. RESULTS A total of 1891 patients were included, of which 253 (13.4%) demonstrated a pCR. Pretreatment N0 staging was associated with a higher rate of pCR (18.9%) when compared to N1 (6.7%) and N2 (6.7%) (p < 0.0001). Patients clinically staged at T3N0 had the highest rate of pCR (19.5%). Gender, age, race, weight, smoking status, and tumor height were not associated with pCR. CONCLUSIONS Patients with cN0 disease were more likely to experience a pCR compared to cN1-2 patients. Tumor height relative to anal verge or patient demographics were not associated with pCR.
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Affiliation(s)
- Adam J Cloos
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Makayla Schissel
- Department of Biostatistics, University of Nebraska Medical Center, Omaha, NE, USA
| | - Rishi Batra
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Steven R Donahue
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Chelsea D Wenos
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Terrence Kumar
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Jennifer A Leinicke
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Jon S Thompson
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Sean J Langenfeld
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA. https://twitter.com/SeanLangenfeld
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Liscu HD, Liscu BR, Mitre R, Anghel IV, Antone-Iordache IL, Balan A, Coniac S, Miron AI, Halcu G. The Conditioning of Adjuvant Chemotherapy for Stage II and III Rectal Cancer Determined by Postoperative Pathological Characteristics in Romania. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1224. [PMID: 37512037 PMCID: PMC10384917 DOI: 10.3390/medicina59071224] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 06/17/2023] [Accepted: 06/28/2023] [Indexed: 07/30/2023]
Abstract
The management of locally advanced rectal cancer (LARC) suffered changes thanks to the development of improved surgical procedures, radiation delivery, and chemotherapy. Although treatment options improved individually, the optimal order is still debated. Neoadjuvant chemo-radiotherapy followed by total mesorectal excision (TME) has been the "golden standard" for locally advanced rectal cancer. There is no common ground in international guidelines on the indications of adjuvant chemotherapy (ADJCHT), with differences between the American, European, and Japanese guidelines. This paper studies the preferences of Romanian oncologists in prescribing ADJCHT. We conducted a single-institution, retrospective study of all nonmetastatic, ECOG 0-1 LARC patients staged II-III who underwent TME and were admitted to the Oncology or Radiotherapy Department of Colțea Clinical Hospital, Bucharest between January 2017 and March 2021. A total of 186 patients were included in the study. A positive correlation was found between ADJCHT and each of the following: (y)pT > 2, (y)pN > 0, and the presence of perineural invasion (PNI+). A strong positive correlation was found between ADJCHT and the presence of at least one risk factor: (y)pT > 2, (y)pN > 0, PNI+, lymphovascular invasion, positive margins, or tumor grade > 1. Tumor downstaging decreased the risk of metastases in the first 2 years and was associated with the use of neoadjuvant radiotherapy, while adding neoadjuvant chemotherapy increased the chance of nodal downstaging. ADJCHT practice for LARC in Romania follows either NCCN or ESMO guidelines, at the discretion of the oncologist, due to the lack of national guideline.
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Affiliation(s)
- Horia-Dan Liscu
- Discipline of Oncological Radiotherapy and Medical Imaging, University of Medicine and Pharmacy "Carol Davila", 020021 Bucharest, Romania
- Radiotherapy Department, Colțea Clinical Hospital, 030167 Bucharest, Romania
| | - Bogdan-Radu Liscu
- Radiotherapy Department, Colțea Clinical Hospital, 030167 Bucharest, Romania
| | - Ruxandra Mitre
- Medical Oncology Department, Colțea Clinical Hospital, 030167 Bucharest, Romania
| | - Ioana-Valentina Anghel
- Discipline of Oncological Radiotherapy and Medical Imaging, University of Medicine and Pharmacy "Carol Davila", 020021 Bucharest, Romania
| | - Ionut-Lucian Antone-Iordache
- Discipline of Oncological Radiotherapy and Medical Imaging, University of Medicine and Pharmacy "Carol Davila", 020021 Bucharest, Romania
| | - Andrei Balan
- Discipline of Oncological Radiotherapy and Medical Imaging, University of Medicine and Pharmacy "Carol Davila", 020021 Bucharest, Romania
| | - Simona Coniac
- Medical Oncology Department, Colțea Clinical Hospital, 030167 Bucharest, Romania
| | - Andreea-Iuliana Miron
- Discipline of Oncological Radiotherapy and Medical Imaging, University of Medicine and Pharmacy "Carol Davila", 020021 Bucharest, Romania
- Medical Oncology Department, Colțea Clinical Hospital, 030167 Bucharest, Romania
| | - Georgian Halcu
- Discipline of Pathological Anatomy, University of Medicine and Pharmacy "Carol Davila", 020021 Bucharest, Romania
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Zhou C, Wang K, Zhang X, Xiao Y, Yang C, Wang J, Qu F, Wang X, Liu M, Gao C, Xiao L, Wu F. Assessing the predictive value of clinical factors to pathological complete response for locally advanced rectal cancer: An analysis of 124 patients. Front Oncol 2023; 13:1125470. [PMID: 37064150 PMCID: PMC10102576 DOI: 10.3389/fonc.2023.1125470] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 03/21/2023] [Indexed: 04/03/2023] Open
Abstract
PurposeTo investigate the clinical factors affecting pathological complete response (pCR) after neoadjuvant chemoradiotherapy (nCRT) in locally advanced rectal cancer (LARC).MethodsClinical data of 124 LARC patients treated with nCRT and surgery in the fourth Hospital of Hebei Medical University from 2014 to 2019 were retrospectively analyzed. In this study, univariate analysis and logistic dichotomous multivariate regression analysis were used to study the clinical factors affecting pCR, and the receiver operator characteristic curve (ROC) analysis was used to further verify the accuracy of partial indexes in predicting pCR.ResultsOf the 124 enrolled patients, 19 patients (15.32%) achieved pCR. Univariate analysis showed that the number of cycles of consolidation chemotherapy, serum carcino-embryonic antigen (CEA) level before treatment, MRI longitudinal length of tumor, and extramural vascular invasion (EMVI) were statistically correlated with pCR. ROC analysis of the longitudinal length of tumor measured by MRI showed that the area under the curve (AUC) value, sensitivity and specificity were 0.735, 89.47% and 48.57% respectively, and the optimal cut-off value was 5.5cm. The ROC analysis showed that the AUC value, sensitivity and specificity of pCR prediction using CEA were 0.741, 63.16% and 90.48%, respectively, and the optimal cut-off value was 3.1ng/ml. Multivariate results showed that the number of cycles of consolidation chemotherapy, serum CEA level before treatment, and EMVI were independent predictors of pCR.ConclusionThe number of cycles of consolidation chemotherapy, serum CEA level before treatment, and EMVI may be important determinants of LARC patients to reach pCR after nCRT.
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Affiliation(s)
- Chaoxi Zhou
- Department of General Surgery, Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Kanghua Wang
- Department of Medical Oncology, Affiliated Hospital Of Hebei University, Baoding, China
- Department of Radiotherapy, Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Xiaoxiao Zhang
- Department of Radiation Oncology, Hebei Cancer Hospital Chinese Academy of Medical Sciences, Langfang, China
| | - Yuting Xiao
- Department of Radiotherapy, Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Congrong Yang
- Department of Radiotherapy, Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Jun Wang
- Department of Radiotherapy, Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Fuyin Qu
- Department of Radiotherapy, Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Xuan Wang
- Department of Radiotherapy, Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Ming Liu
- Department of Radiotherapy, Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Chao Gao
- Department of Radiotherapy, Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Linlin Xiao
- Department of Radiotherapy, Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Fengpeng Wu
- Department of Radiotherapy, Fourth Hospital of Hebei Medical University, Shijiazhuang, China
- *Correspondence: Fengpeng Wu,
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Novin K, Fadavi P, Mortazavi N, Sanei M, Khoshbakht Ahmadi H, Barahman M, Noori R, Hoveidamanesh S, Shahin M, Taghizadeh-Hesary F. Neutrophil-to-Lymphocyte Ratio (NLR) as a Poor Predictive Biomarker for Pathological Response to Neoadjuvant Chemoradiation in Locally Advanced Rectal Cancer: A Prospective Study. Asian Pac J Cancer Prev 2023; 24:61-67. [PMID: 36708552 PMCID: PMC10152857 DOI: 10.31557/apjcp.2023.24.1.61] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Accepted: 01/15/2023] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND The literature is inconsistent for the role of neutrophil-to-lymphocyte ratio (NLR) obtained before neoadjuvant therapy (pre-NLR) in predicting pathological response to neoadjuvant chemoradiation (neoCRT) in patients with locally advanced rectal cancer (LARC). In the present cohort study, we explored the predictive role of pre-NLR in this setting. METHODS We prospectively included patients with LARC who were candidates for neoCRT at the Shohada-e-Hafte Tir Hospital (Tehran, Iran) between Mar 2018 and Feb 2020. The pre-NLR was obtained through a peripheral blood smear before CRT. We used the AJCC system for evaluating tumor regression grade (TRG). The TRGs were categorized into: response-group 1 (TRG 0-1 vs. 2-3), response-group 2 (TRG 0 vs. 1-3), and response-group 3 (TRG 0-2 vs. 3). We applied receiver operating characteristic (ROC) analysis to assess the predictive value of pre-NLR. RESULTS Of the 86 screened patients with rectal cancer, 30 patients who fulfilled the inclusion criteria were included in the study. In total, 63.3% were responsive, and 23.3% had complete pathologic response. Pre-NLR could not predict the pathologic response in response-group 1 (area under the ROC curve [AUC]: 0.45, 95%CI 0.23-0.66) and response-group 2 (AUC: 0.36, 95%CI 0.13-0.59). Nevertheless, it had a poor predictive value in response-group 3 (AUC: 0.55, CI%95 0.33-0.75) with an optimal NLR cutoff value of 2.94. CONCLUSIONS Pre-NLR could not predict the pathological response to neoCRT in our cohort of patients with LARC.
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Affiliation(s)
- Kambiz Novin
- Department of Radiation Oncology, Iran University of Medical Science, Tehran, Iran.
| | - Pedram Fadavi
- Department of Radiation Oncology, Iran University of Medical Science, Tehran, Iran.
| | - Nafiseh Mortazavi
- Department of Pathology, Iran University of Medical science, Tehran, Iran.
| | - Mastaneh Sanei
- Department of Radiation Oncology, Iran University of Medical Science, Tehran, Iran.
| | | | - Maedeh Barahman
- Firoozgar Clinical Research Development Center(FCRDC), Iran University of Medical Science, Tehran, Iran.
| | - Reyhaneh Noori
- Department of Radiation Oncology, Iran University of Medical Science, Tehran, Iran.
| | | | - Mohadeseh Shahin
- Department of Radiation Oncology, Iran University of Medical Science, Tehran, Iran.
| | - Farzad Taghizadeh-Hesary
- Department of Radiation Oncology, Iran University of Medical Science, Tehran, Iran.
- ENT and Head and Neck Research Center and Department, The Five Senses Health Institute, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
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Luo Y, Liu L, Liu D, Shen H, Wang X, Fan C, Zeng Z, Zhang J, Tan Y, Zhang X, Wu J, Zhang J. Extracellular volume fraction determined by equilibrium contrast-enhanced CT for the prediction of the pathological complete response to neoadjuvant chemoradiotherapy for locally advanced rectal cancer. Eur Radiol 2022; 33:4042-4051. [PMID: 36462046 DOI: 10.1007/s00330-022-09307-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 10/31/2022] [Accepted: 11/21/2022] [Indexed: 12/04/2022]
Abstract
OBJECTIVES To determine the extracellular volume (ECV) fraction derived from equilibrium contrast-enhanced CT for predicting pathological complete response (pCR) after neoadjuvant chemoradiotherapy (NCRT) in locally advanced rectal cancer (LARC). METHODS The ECV fraction before NCRT (ECVpre) and/or ECV after NCRT (ECVpost) of rectal tumors was assessed, and ECVΔ was calculated as ECVpost - ECVpre. The histopathologic tumor regression grading (TRG) was assessed. pCR (TRG 0 grade) was defined as the absence of viable tumor cells in the primary tumor and lymph nodes. Demographic and clinicopathological characteristics and ECV fraction were compared between the pCR and non-pCR groups. A mixed model was constructed by logistic regression. The performance for predicting pCR was assessed with the area under the receiver-operator curve (AUC). The AUCs of the different methods were compared by the method proposed by DeLong et al. RESULTS: Seventy-five patients were included; 17 achieved pCR, and 58 achieved non-pCR. The ECVpost (17.05 ± 2.36% vs. 29.94 ± 1.20%; p < 0.001) and ECVΔ (- 17.01 ± 3.01% vs. 0.44 ± 1.45%; p < 0.001) values in the pCR group were significantly lower than those in the non-pCR group. The mixed model that combined ECVpost with ECVΔ achieved an AUC of 0.92 (95% confidence interval (CI) = 0.81-0.98), which was higher than that of ECVpost (AUC, 0.91 (95% CI = 0.80-0.97); p = 0.60) or ECVΔ (AUC, 0.90 (95% CI = 0.79-0.97); p = 0.61). CONCLUSIONS ECVpost and ECVΔ determined by using equilibrium contrast-enhanced CT were useful in distinguishing between pCR and non-pCR patients with LARC who received NCRT. KEY POINTS • ECVpost and ECVΔ (ECVpost - ECVpre) differed significantly between the non-pCR and pCR groups. • ECVpre cannot be used to predict the efficacy of neoadjuvant chemoradiotherapy. • ECVpost combined with ECVΔ had the best performance with an AUC of 0.92 for predicting pCR after NCRT in LARC.
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22
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Lu S, Liu Z, Wang Y, Meng Y, Peng R, Qu R, Zhang Z, Fu W, Wang H. A novel prediction model for pathological complete response based on clinical and blood parameters in locally advanced rectal cancer. Front Oncol 2022; 12:932853. [PMID: 36505836 PMCID: PMC9727231 DOI: 10.3389/fonc.2022.932853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 10/19/2022] [Indexed: 11/24/2022] Open
Abstract
Background The aim of this study was to investigate whether clinical and blood parameters can be used for predicting pathological complete response (pCR) to neoadjuvant chemoradiotherapy (nCRT) in patients with locally advanced rectal cancer (LARC). Methods We retrospectively enrolled 226 patients with LARC [allocated in a 7:3 ratio to a training (n = 158) or validation (n = 68) cohort] who received nCRT before radical surgery. Backward stepwise logistic regression was performed to identify clinical and blood parameters associated with achieving pCR. Models based on clinical parameters (CP), blood parameters (BP), and clinical-blood parameters (CBP) were constructed for comparison with previously reported Tan's model. The performance of the four models was evaluated by receiver operating characteristic (ROC) curve analysis, calibration, and decision curve analysis (DCA) in both cohorts. A dynamic nomogram was constructed for the presentation of the best model. Results The CP and BP models based on multivariate logistic regression analysis showed that interval, Grade, CEA and fibrinogen-albumin ratio index (FARI), sodium-to-globulin ratio (SGR) were the independent clinical and blood predictors for achieving pCR, respectively. The area under the ROC curve of the CBP model achieved a score of 0.818 and 0.752 in both cohorts, better than CP (0.762 and 0.589), BP (0.695 and 0.718), Tan (0.738 and 0.552). CBP also showed better calibration and DCA than other models in both cohorts. Moreover, CBP revealed significant improvement compared with other models in training cohort (P < 0.05), and CBP showed significant improvement compared with CP and Tan's model in validation cohort (P < 0.05). Conclusion We demonstrated that CBP predicting model have potential in predicting pCR to nCRT in patient with LARC.
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Affiliation(s)
- Siyi Lu
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - Zhenzhen Liu
- Department of Thoracic Surgery, Beijing Jishuitan Hospital, Beijing, China
| | - Yuxia Wang
- Department of Radiation Oncology, Peking University Third Hospital, Beijing, China
| | - Yan Meng
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - Ran Peng
- Department of Radiation Oncology, Peking University Third Hospital, Beijing, China
| | - Ruize Qu
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - Zhipeng Zhang
- Department of General Surgery, Peking University Third Hospital, Beijing, China,*Correspondence: Hao Wang, ; Wei Fu, ; Zhipeng Zhang,
| | - Wei Fu
- Department of General Surgery, Peking University Third Hospital, Beijing, China,Cancer Center, Peking University Third Hospital, Beijing, China,*Correspondence: Hao Wang, ; Wei Fu, ; Zhipeng Zhang,
| | - Hao Wang
- Department of Radiation Oncology, Peking University Third Hospital, Beijing, China,Cancer Center, Peking University Third Hospital, Beijing, China,*Correspondence: Hao Wang, ; Wei Fu, ; Zhipeng Zhang,
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23
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Zhao J, Zhao H, Jia T, Yang S, Wang X. Combination of Changes in CEA and CA199 Concentration After Neoadjuvant Chemoradiotherapy Could Predict the Prognosis of Stage II/III Rectal Cancer Patients Receiving Neoadjuvant Chemoradiotherapy Followed by Total Mesorectal Excision. Cancer Manag Res 2022; 14:2933-2944. [PMID: 36200095 PMCID: PMC9529229 DOI: 10.2147/cmar.s377784] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 09/19/2022] [Indexed: 11/23/2022] Open
Abstract
Background Previous studies have shown that the levels of serum tumor markers CEA and CA19-9 were related to chemoradiotherapy. Therefore, it has been assumed that dynamic monitoring of these markers could predict the prognosis of stage II/III rectal cancer (RC). Therefore, this study proposed to evaluate the prognostic value of changes in serum tumor biomarkers for stage II/III RC patients undergoing neoadjuvant chemoradiotherapy (NCRT) followed by total mesorectal excision (TME). Methods A total of 217 patients with stage II/III RC receiving NCRT followed by TME were retrospectively analyzed. Serum CEA and CA199 levels were measured within one week before NCRT and one week before TME. The optimal cut-off points of ∆CEA% and ∆CA199% for prognosis prediction were calculated by receiver operating characteristics (ROC) analysis. Independent prognostic predictors were identified by univariate and multivariate Cox regression analyses. To avoid the efficiency of ∆CEA% and ∆CA199% on serum tumor biomarker change (STBC) score, two models including and excluding ∆CEA% and ∆CA199% were established separately in multivariate analysis. Results The optimal cut-off point for ∆CEA% and ∆CA199% were −30.29% and 20.30%, respectively. Univariate analysis showed that ∆CEA%, ∆CA199%, STBC score, ypT staging and yN staging could predict OS. ypT staging and STBC score could predict DFS. In multivariate analysis, only ∆CA199% (HR = 0.468, 95% CI: 0.220–0.994, p = 0.048), ypT staging (HR = 0.420, 95% CI: 0.182–0.970, p = 0.042), and STBC score (HR = 0.204, 95% CI: 0.078–0.532, p = 0.001) were independently related to OS; and STBC score (HR = 0.412, 95% CI: 0.216–0.785, p=0.007) and ypT staging (HR = 0.421, 95% CI: 0.224–0.792, p = 0.007) were independently related to DFS. Conclusion We established a combined STBC score to predict the prognosis of stage II/III RC patients receiving NCRT followed by TME. The predictive value of the combined score was stronger than a single marker alone and even stronger than several pathological indicators.
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Affiliation(s)
- Jieyi Zhao
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- West China Medical School, Sichuan University, Chengdu, People’s Republic of China
| | - Huamin Zhao
- West China Medical School, Sichuan University, Chengdu, People’s Republic of China
| | - Tingting Jia
- West China Medical School, Sichuan University, Chengdu, People’s Republic of China
| | - Shiru Yang
- West China Medical School, Sichuan University, Chengdu, People’s Republic of China
| | - Xiaoyu Wang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- West China Medical School, Sichuan University, Chengdu, People’s Republic of China
- Correspondence: Xiaoyu Wang, Tel +86 18980605160, Email
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High Dose Rate Brachytherapy Boost After Chemoradiation in Rectal Cancer Patients: A Retrospective Study. INTERNATIONAL JOURNAL OF CANCER MANAGEMENT 2022. [DOI: 10.5812/ijcm-121298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: The use of neoadjuvant chemoradiation has enhanced local control in rectal cancer patients. Objectives: The aim of this study was to evaluate the feasibility and efficacy of adding a high dose rate (HDR) brachytherapy (BRT) boost in locally advanced rectal cancer. Methods: This retrospective trial was conducted based on the medical records of patients with rectal cancer, who were referred to a tertiary hospital for neoadjuvant treatment. Fifteen patients who were treated with HDR brachytherapy boost after completion of external beam radiotherapy (EBRT) and concurrent chemotherapy were enrolled in the intervention group and 15 patients who were clinically matched (age, sex, stage, and distance of tumor from anal verge) were selected as the control group. EBRT schedule and concurrent chemotherapy regimen were similar in the two groups. The rate of pathological complete response (PCR), downstaging (T staging), and frequency of side effects were compared between the two groups of the study. Results: The mean age of patients was 57.97 ± 9.11 years and 18 patients (60%) were male. The results showed that T 3 and N 1 rectal cancer had the highest frequency among patients. Downstaging was observed in 66.7% and 80% of the control and intervention groups, respectively (P: 0.40). The rate of PCR was not different in the two groups (13.3% in both groups, P > 0.99). There were no significant differences in terms of treatment complications between the two groups, as well. Conclusions: HDR-BRT boost for rectal cancer is feasible and might improve downstaging in rectal cancer, but not PCR.
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Hayes IP, Milanzi E, Pelly RM, Gibbs P, Reece JC. T‐stage downstaging of locally advanced rectal cancer after neoadjuvant chemoradiotherapy is not associated with reduced recurrence after adjusting for tumour characteristics. J Surg Oncol 2022; 126:728-739. [PMID: 35635190 PMCID: PMC9543614 DOI: 10.1002/jso.26932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 05/16/2022] [Indexed: 11/05/2022]
Affiliation(s)
- Ian P. Hayes
- Colorectal Surgery Unit, Royal Melbourne Hospital Melbourne Victoria Australia
- Department of Surgery The University of Melbourne Melbourne Victoria Australia
| | - Elasma Milanzi
- Neuroepidemiology Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health The University of Melbourne Carlton Victoria Australia
- Australasian Kidney Trials Network University of Queensland Brisbane Australia
| | - Rachel M. Pelly
- Health Services Research Unit, The Royal Children's Hospital Melbourne Victoria Australia
- Health Services, Murdoch Children's Research Institute Melbourne Victoria Australia
| | - Peter Gibbs
- Personalised Oncology Division The Walter and Eliza Hall Institute of Medical Research Melbourne Victoria Australia
- Faculty of Medicine, Dentistry and Health Sciences The University of Melbourne Melbourne Victoria Australia
- Department of Medical Oncology Western Health Melbourne Victoria Australia
| | - Jeanette C. Reece
- Neuroepidemiology Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health The University of Melbourne Carlton Victoria Australia
- Centre for Cancer Research The University of Melbourne Melbourne Victoria Australia
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Clinical prediction model of pathological response following neoadjuvant chemoradiotherapy for rectal cancer. Sci Rep 2022; 12:7145. [PMID: 35504888 PMCID: PMC9065005 DOI: 10.1038/s41598-022-10974-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 03/14/2022] [Indexed: 11/09/2022] Open
Abstract
Patients with pathologic complete response (pCR) achievement can consider local excision or "watch and wait" strategy instead of a radical surgery. This study analyzed the predictive factors of pCR in rectal cancer patients who underwent radical operation after neoadjuvant chemoradiotherapy (nCRT). This study also analyzed the recurrence patterns in patients who achieved pCR and the oncologic outcomes and prognostic factors by ypStage. Between 2000 and 2013, 1,089 consecutive rectal cancer patients who underwent radical resection after nCRT were analyzed. These patients were classified into two groups according to pCR. The clinicopathologic and oncologic outcomes were analyzed and compared between the two groups. Multivariate analysis was conducted on factors related to pCR. The proportion of patients achieving pCR was 18.2% (n = 198). The pCR group demonstrated earlier clinical T and N stages, smaller tumor size, better differentiation, and a lower percentage of circumferential resection margin (CRM) involvement than did the non-pCR group. The prognostic factors associated with poorer disease-free survival were high preoperative carcinoembryonic antigen levels, non-pCR, poor histology, lymphatic/perineural invasion, and involvement of CRM. Multivariate analysis revealed that clinical node negativity, tumor size < 4 cm, and well differentiation were significant independent clinical predictors for achieving pCR. Patients with pCR displayed better long-term outcomes than those with non-pCR. The pCR-prediction model, based on predictive factors, is potentially useful for prognosis and for prescribing a treatment strategy in patients with advanced rectal cancer who need nCRT.
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The combination of pre-neoadjuvant chemoradiotherapy inflammation biomarkers could be a prognostic marker for rectal cancer patients. Sci Rep 2022; 12:4286. [PMID: 35277532 PMCID: PMC8917228 DOI: 10.1038/s41598-022-07726-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 02/17/2022] [Indexed: 12/05/2022] Open
Abstract
The neutrophil-to-lymphocyte ratio (NLR) and lymphocyte-to-monocyte ratio (LMR) have a strong association with prognosis in patients with Stage II/III rectal cancer (RC). We attempted to explore a new system combining these two ratios, named the NLM score, and examine its prognostic value in Stage II/III RC patients undergoing neoadjuvant chemoradiotherapy (NCRT). We retrospectively analyzed data of 237 stage II/III RC patients who underwent NCRT followed by standard TME in our hospital and defined the NLM score as follows: Score 2: pre-NCRT NLR > 2.565 and pre-NCRT LMR < 2.410. Score 1: (pre-NCRT NLR > 2.565 and pre-NCRT LMR > 2.410) OR (pre-NCRT NLR < 2.565 and pre-NCRT LMR < 2.410). Score 0: pre-NCRT NLR < 2.565 and pre-NCRT LMR > 2.410. Multivariate analyses implied that lower ypTNM stage (stage 0–I vs. II–III) (hazard ratio [HR] 0.420, 95% confidence interval [CI] 0.180–0.980 for OS; HR 0.375, 95% CI 0.163–0.862 for DFS) and an NLM score ≤ 1 (HR 0.288, 95% CI 0.134–0.619 for OS; HR 0.229, 95% CI 0.107–0.494 for DFS) could independently predict better overall survival (OS) and disease-free survival (DFS). The novel scoring system, which integrated pre-NCRT NLR and pre-NCRT LMR, was an independent prognostic factor in stage II/III RC patients undergoing NRCT and had better predictive values than these ratios alone.
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Qiu H, Ding S, Liu J, Wang L, Wang X. Applications of Artificial Intelligence in Screening, Diagnosis, Treatment, and Prognosis of Colorectal Cancer. Curr Oncol 2022; 29:1773-1795. [PMID: 35323346 PMCID: PMC8947571 DOI: 10.3390/curroncol29030146] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 02/28/2022] [Accepted: 03/03/2022] [Indexed: 12/29/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most common cancers worldwide. Accurate early detection and diagnosis, comprehensive assessment of treatment response, and precise prediction of prognosis are essential to improve the patients’ survival rate. In recent years, due to the explosion of clinical and omics data, and groundbreaking research in machine learning, artificial intelligence (AI) has shown a great application potential in clinical field of CRC, providing new auxiliary approaches for clinicians to identify high-risk patients, select precise and personalized treatment plans, as well as to predict prognoses. This review comprehensively analyzes and summarizes the research progress and clinical application value of AI technologies in CRC screening, diagnosis, treatment, and prognosis, demonstrating the current status of the AI in the main clinical stages. The limitations, challenges, and future perspectives in the clinical implementation of AI are also discussed.
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Affiliation(s)
- Hang Qiu
- Big Data Research Center, University of Electronic Science and Technology of China, Chengdu 611731, China;
- School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China
- Correspondence: (H.Q.); (X.W.)
| | - Shuhan Ding
- School of Electrical and Computer Engineering, Cornell University, Ithaca, NY 14853, USA;
| | - Jianbo Liu
- West China School of Medicine, Sichuan University, Chengdu 610041, China;
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Liya Wang
- Big Data Research Center, University of Electronic Science and Technology of China, Chengdu 611731, China;
| | - Xiaodong Wang
- West China School of Medicine, Sichuan University, Chengdu 610041, China;
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu 610041, China
- Correspondence: (H.Q.); (X.W.)
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Yu H, Huang T, Feng B, Lyu J. Deep-learning model for predicting the survival of rectal adenocarcinoma patients based on a surveillance, epidemiology, and end results analysis. BMC Cancer 2022; 22:210. [PMID: 35216571 PMCID: PMC8881858 DOI: 10.1186/s12885-022-09217-9] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 01/20/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND We collected information on patients with rectal adenocarcinoma in the United States from the Surveillance, Epidemiology, and EndResults (SEER) database. We used this information to establish a model that combined deep learning with a multilayer neural network (the DeepSurv model) for predicting the survival rate of patients with rectal adenocarcinoma. METHODS We collected patients with rectal adenocarcinoma in the United States and older than 20 yearswho had been added to the SEER database from 2004 to 2015. We divided these patients into training and test cohortsat a ratio of 7:3. The training cohort was used to develop a seven-layer neural network based on the analysis method established by Katzman and colleagues to construct a DeepSurv prediction model. We then used the C-index and calibration plots to evaluate the prediction performance of the DeepSurv model. RESULTS The 49,275 patients with rectal adenocarcinoma included in the study were randomly divided into the training cohort (70%, n = 34,492) and the test cohort (30%, n = 14,783). There were no statistically significant differences in clinical characteristics between the two cohorts (p > 0.05). We applied Cox proportional-hazards regression to the data in the training cohort, which showed that age, sex, marital status, tumor grade, surgery status, and chemotherapy status were significant factors influencing survival (p < 0.05). Using the training cohort to construct the DeepSurv model resulted in a C-index of the model of 0.824, while using the test cohort to verify the DeepSurv model yielded a C-index of 0.821. Thesevalues show that the prediction effect of the DeepSurv model for the test-cohort patients was highly consistent with the prediction resultsfor the training-cohort patients. CONCLUSION The DeepSurv prediction model of the seven-layer neural network that we have established can accurately predict the survival rateand time of rectal adenocarcinoma patients.
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Affiliation(s)
- Haohui Yu
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Tao Huang
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Bin Feng
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Jun Lyu
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China.
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Li M, Xiao Q, Venkatachalam N, Hofheinz RD, Veldwijk MR, Herskind C, Ebert MP, Zhan T. Predicting response to neoadjuvant chemoradiotherapy in rectal cancer: from biomarkers to tumor models. Ther Adv Med Oncol 2022; 14:17588359221077972. [PMID: 35222695 PMCID: PMC8864271 DOI: 10.1177/17588359221077972] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 01/14/2022] [Indexed: 12/24/2022] Open
Abstract
Colorectal cancer (CRC) is a major contributor to cancer-associated morbidity worldwide and over one-third of CRC is located in the rectum. Neoadjuvant chemoradiotherapy (nCRT) followed by surgical resection is commonly applied to treat locally advanced rectal cancer (LARC). In this review, we summarize current and novel concepts of neoadjuvant therapy for LARC such as total neoadjuvant therapy and describe how these developments impact treatment response. Moreover, as response to nCRT is highly divergent in rectal cancers, we discuss the role of potential predictive biomarkers. We review recent advances in biomarker discovery, from a clinical as well as a histopathological and molecular perspective. Furthermore, the role of emerging predictive biomarkers derived from the tumor environment such as immune cell composition and gut microbiome is presented. Finally, we describe how different tumor models such as patient-derived cancer organoids are used to identify novel predictive biomarkers for chemoradiotherapy (CRT) in rectal cancer.
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Affiliation(s)
- Moying Li
- Medical Faculty Mannheim, Heidelberg
University, Mannheim
| | - Qiyun Xiao
- Department of Medicine II, Mannheim University
Hospital, Medical Faculty Mannheim, Heidelberg University, Mannheim,
Germany
| | - Nachiyappan Venkatachalam
- Department of Medicine II, Mannheim University
Hospital, Medical Faculty Mannheim, Heidelberg University, Mannheim,
Germany
| | - Ralf-Dieter Hofheinz
- Department of Medicine III, Mannheim University
Hospital, Medical Faculty Mannheim, Heidelberg University, Mannheim,
GermanyMannheim Cancer Center, Medical Faculty Mannheim, Heidelberg
University, Mannheim, Germany
| | - Marlon R. Veldwijk
- Department of Radiation Oncology, Mannheim
University Hospital, Medical Faculty Mannheim, Heidelberg University,
Mannheim, Germany
| | - Carsten Herskind
- Department of Radiation Oncology, Mannheim
University Hospital, Medical Faculty Mannheim, Heidelberg University,
Mannheim, Germany
| | - Matthias P. Ebert
- Department of Medicine II, Mannheim University
Hospital, Medical Faculty Mannheim, Heidelberg University, Mannheim,
GermanyMannheim Cancer Center, Medical Faculty Mannheim, Heidelberg
University, Mannheim, GermanyDKFZ-Hector Cancer Institute, University
Medical Center Mannheim, Mannheim, Germany
| | - Tianzuo Zhan
- Department of Internal Medicine II, Mannheim
University Hospital, Medical Faculty Mannheim, Heidelberg University,
Theodor-Kutzer-Ufer 1-3, D-68167 Mannheim, GermanyMannheim Cancer Center,
Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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Long-Term Outcome in a Phase II Study of Regional Hyperthermia Added to Preoperative Radiochemotherapy in Locally Advanced and Recurrent Rectal Adenocarcinomas. Cancers (Basel) 2022; 14:cancers14030705. [PMID: 35158972 PMCID: PMC8833356 DOI: 10.3390/cancers14030705] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 01/25/2022] [Accepted: 01/25/2022] [Indexed: 12/14/2022] Open
Abstract
Hyperthermia was added to standard preoperative chemoradiation for rectal adenocarcinomas in a phase II study. Patients with T3-4 N0-2 M0 rectal cancer or local recurrences were included. Radiation dose was 54 Gy combined with capecitabine 825 mg/m2 × 2 daily and once weekly oxaliplatin 55 mg/m2. Regional hyperthermia aimed at 41.5–42.5 °C for 60 min combined with oxaliplatin infusion. Radical surgery with total or extended TME technique, was scheduled at 6–8 weeks after radiation. From April 2003 to April 2008, a total of 49 eligible patients were recruited. Median number of hyperthermia sessions were 5.4. A total of 47 out of 49 patients (96%) had the scheduled surgery, which was clinically radical in 44 patients. Complete tumour regression occurred in 29.8% of the patients who also exhibited statistically significantly better RFS and CSS. Rate of local recurrence alone at 10 years was 9.1%, distant metastases alone occurred in 25.6%, including local recurrences 40.4%. RFS for all patients was 54.8% after 5 years and CSS was 73.5%. Patients with T50 temperatures in tumours above median 39.9 °C had better RFS, 66.7% vs. 31.3%, p = 0.047, indicating a role of hyperthermia. Toxicity was acceptable.
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Aires F, Rodrigues D, Lamas MP, Herdeiro MT, Figueiras A, Oliveira MJ, Marques M, Pinto AT. C-Reactive Protein as Predictive Biomarker for Response to Chemoradiotherapy in Patients with Locally Advanced Rectal Cancer: A Retrospective Study. Cancers (Basel) 2022; 14:491. [PMID: 35158759 PMCID: PMC8833484 DOI: 10.3390/cancers14030491] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Revised: 01/05/2022] [Accepted: 01/14/2022] [Indexed: 01/27/2023] Open
Abstract
The standard of care for the treatment of locally advanced rectal cancer is neoadjuvant chemoradiotherapy (nCRT) followed by surgery, but complete response rates are reduced. To find predictive biomarkers of response to therapy, we conducted a retrospective study evaluating blood biomarkers before nCRT. Hemoglobin (Hg), C-reactive protein (CRP), platelets, carcinoembryonic antigen, carbohydrate antigen 19.9 levels, and neutrophil/lymphocyte ratio were obtained from 171 rectal cancer patients before nCRT. Patients were classified as responders (Ryan 0-1; ycT0N0), 59.6% (n = 102), or nonresponders (Ryan 2-3), 40.3% (n = 69), in accordance with the Ryan classification. A logistic regression using prognostic pretreatment factors identified CRP ≤ 3.5 (OR = 0.05; 95%CI: 0.01-0.21) as a strong independent predictor of response to treatment. Multivariate analysis showed that CRP was an independent predictor of disease-free survival (DFS) (HR = 5.48; 95%CI: 1.54-19.48) and overall survival (HR = 6.10; 95%CI 1.27-29.33) in patients treated with nCRT. Platelets were an independent predictor of DFS (HR = 3.068; 95%CI: 1.29-7.30) and OS (HR= 4.65; 95%CI: 1.66-13.05) and Hg was revealed to be an independent predictor of DFS (HR = 0.37; 95%CI: 0.15-0.90) in rectal cancer patients treated with nCRT. The lower expression of CRP is independently associated with an improved response to nCRT, DFS, and OS.
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Affiliation(s)
- Fátima Aires
- Radiotherapy Department of Centro Hospitalar Universitário de São João (CHUSJ), 4200-319 Porto, Portugal; (D.R.); (M.M.)
| | - Darlene Rodrigues
- Radiotherapy Department of Centro Hospitalar Universitário de São João (CHUSJ), 4200-319 Porto, Portugal; (D.R.); (M.M.)
- ICBAS–Instituto de Ciências Biomédicas Abel Salazar, University of Porto, 4050-313 Porto, Portugal;
- CINTESIS–Center for Health Technology and Services Research, University of Porto, 4200-450 Porto, Portugal
| | - María Piñeiro Lamas
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiology and Public Health–CIBERESP), 15706 Santiago de Compostela, Spain; (M.P.L.); (A.F.)
- Health Research Institute of Santiago de Compostela (IDIS), University of Santiago de Compostela, 15706 Santiago de Compostela, Spain
| | - Maria Teresa Herdeiro
- Department of Medical Sciences, Institute of Biomedicine–iBiMED, University of Aveiro, 3810-193 Aveiro, Portugal; (M.T.H.); (A.T.P.)
| | - Adolfo Figueiras
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiology and Public Health–CIBERESP), 15706 Santiago de Compostela, Spain; (M.P.L.); (A.F.)
- Health Research Institute of Santiago de Compostela (IDIS), University of Santiago de Compostela, 15706 Santiago de Compostela, Spain
- Faculty of Medicine, University of Santiago de Compostela, 15706 Santiago de Compostela, Spain
| | - Maria José Oliveira
- ICBAS–Instituto de Ciências Biomédicas Abel Salazar, University of Porto, 4050-313 Porto, Portugal;
- i3S–Instituto de Investigação e Inovação em Saúde, University of Porto, 4200-135 Porto, Portugal
- INEB–Instituto de Engenharia Biomédica, University of Porto, 4200-135 Porto, Portugal
| | - Margarida Marques
- Radiotherapy Department of Centro Hospitalar Universitário de São João (CHUSJ), 4200-319 Porto, Portugal; (D.R.); (M.M.)
| | - Ana Teresa Pinto
- Department of Medical Sciences, Institute of Biomedicine–iBiMED, University of Aveiro, 3810-193 Aveiro, Portugal; (M.T.H.); (A.T.P.)
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Combined analysis of KARS mutation and p16INK4a and p14ARF methylation status in locally advanced rectal carcinoma treated with preoperative chemoradiotherapy. ARCH BIOL SCI 2022. [DOI: 10.2298/abs220222011k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Current management of locally advanced rectal carcinoma (LARC) involves
preoperative chemoradiotherapy (preCRT) before surgery. Despite improved
local control rate, the response to preCRT of individual patients is
variable and may reflect heterogeneous biological properties among tumors of
the same clinical stage. Identifying novel molecular parameters with
predictive and/or prognostic value is of great clinical importance for a
personalized therapeutic approach. In this study, KRAS mutation status was
analyzed by direct sequencing, while methylation-specific polymerase chain
reaction (MSP) was used to examine p16INK4a and p14ARF gene methylation
status in pretreatment tumor biopsies of 60 patients with LARC. The examined
molecular changes of KRAS, p16INK4a and p14ARF genes were mutually
independent (p16INK4a/KRAS, P=0.272; p14ARF/KRAS, P=0.923; p16INK4a/p14ARF,
P=0.715). However, the simultaneous presence of p14ARF methylation and KRAS
mutation was associated with a more frequent appearance of local recurrences
and distant metastasis (P=0.027). Moreover, patients with the simultaneous
presence of p16INK4a and p14ARF methylation and KRAS mutation had
significantly shorter overall survival (P=0.011). The obtained results
strongly suggest that combined analyses of examined genetic and epigenetic
molecular alterations could contribute to the identification of LARC patient
subgroups with more aggressive tumor behavior and worse disease outcome.
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Enblad M, Hammarström K, Folkesson J, Imam I, Golubovik M, Glimelius B. OUP accepted manuscript. BJS Open 2022; 6:6573991. [PMID: 35470381 PMCID: PMC9039122 DOI: 10.1093/bjsopen/zrac039] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 02/10/2022] [Accepted: 02/12/2022] [Indexed: 11/14/2022] Open
Abstract
Purpose Methods Results Conclusion
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Affiliation(s)
- Malin Enblad
- Department of Surgical Sciences, Colorectal Surgery, Uppsala University, Uppsala, Sweden
- Correspondence to: Malin Enblad, Department of Surgical Sciences, Colorectal Surgery, Uppsala University, 751 85 Uppsala, Sweden (e-mail: )
| | - Klara Hammarström
- Department of Immunology, Genetics and Pathology, Experimental and Clinical Oncology, Uppsala University, Uppsala, Sweden
| | - Joakim Folkesson
- Department of Surgical Sciences, Colorectal Surgery, Uppsala University, Uppsala, Sweden
| | - Israa Imam
- Department of Immunology, Genetics and Pathology, Experimental and Clinical Oncology, Uppsala University, Uppsala, Sweden
| | - Milan Golubovik
- Department of Radiology, Uppsala University Hospital, Uppsala, Sweden
| | - Bengt Glimelius
- Department of Immunology, Genetics and Pathology, Experimental and Clinical Oncology, Uppsala University, Uppsala, Sweden
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Huang A, Yang Y, Shi JY, Li YK, Xu JX, Cheng Y, Gu J. Mucinous adenocarcinoma: A unique clinicopathological subtype in colorectal cancer. World J Gastrointest Surg 2021; 13:1567-1583. [PMID: 35070064 PMCID: PMC8727185 DOI: 10.4240/wjgs.v13.i12.1567] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 07/02/2021] [Accepted: 08/30/2021] [Indexed: 02/06/2023] Open
Abstract
Mucinous adenocarcinoma (MAC) is a unique clinicopathological subtype of colorectal cancer, which is characterized by extracellular mucinous components that comprise at least 50% of the tumor tissue. The clinical characteristics, molecular features, response to chemo-/radiotherapy, and prognosis of MAC are different from that of non-MAC (NMAC). MAC is more common in the proximal colon, with larger volume, higher T-stage, a higher proportion of positive lymph nodes, poorer tumor differentiation, and a higher proportion of peritoneal implants compared to NMAC. Although biopsy is the main diagnostic method for MAC, magnetic resonance imaging is superior in accuracy, especially for rectal carcinoma. The aberrant expression of mucins, including MUC1, MUC2 and MUC5AC, is a notable feature of MAC, which may be related to tumor invasion, metastasis, inhibition of apoptosis, and chemo-/radiotherapy resistance. The genetic origin of MAC is mainly related to BRAF mutation, microsatellite instability, and the CpG island methylator phenotype pathway. In addition, the poor prognosis of rectal MAC has been confirmed by various studies, and that of colonic MAC is still controversial. In this review, we summarize the epidemiology, clinicopathological characteristics, molecular features, methods of diagnosis, and treatments of MAC in order to provide references for further fundamental and clinical research.
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Affiliation(s)
- An Huang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery III, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yong Yang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery III, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Jing-Yi Shi
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery III, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yu-Kun Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery III, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Jing-Xuan Xu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery III, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yu Cheng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery III, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Jin Gu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Surgery III, Peking University Cancer Hospital & Institute, Beijing 100142, China
- Peking-Tsinghua Center for Life Science, Peking University International Cancer Center, Beijing 100142, China
- Department of Gastrointestinal Surgery, Peking University Shougang Hospital, Beijing 100144, China
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Concurrent use of statins and neoadjuvant chemoradiotherapy for rectal cancer: a systematic review and meta-analysis. Int J Colorectal Dis 2021; 36:2715-2727. [PMID: 34498133 DOI: 10.1007/s00384-021-04016-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/19/2021] [Indexed: 02/04/2023]
Abstract
PURPOSE Statins are used primarily in patients with cardiovascular disease. More recently, they have demonstrated benefit in oncology patients. In vitro models have shown decreased rectal tumor cell viability in cells receiving chemoradiation and statin therapy. In vivo models have been less clear. This study aims to elucidate the impact of concurrent use of statins on the efficacy of neoadjuvant therapy for rectal cancer. METHODS Search of Medline, EMBASE, and CENTRAL was performed. Articles were included if they reported complete pathological response (pCR), long-term oncologic outcomes, or chemoradiotherapy-induced toxicity in patients with rectal cancer receiving concurrent statin and neoadjuvant therapy. A pairwise meta-analyses was performed using inverse variance random effects. RESULTS From 1564 citations, six studies with 726 patients on statin therapy (24.5% female, age: 63.6 years) and 1863 patients not on statin therapy (35.6% female, age: 60.9 years) were included. There was no significant difference in pCR rate between patients on statin therapy and patients not on statin therapy (RR 1.23, 95%CI 0.98-1.54, p = 0.08). Similarly, no difference existed between groups in long-term oncologic outcomes (5-year overall survival: RR 1.03, 95%CI 0.86-1.24, p = 0.75; 5-year disease-free survival: RR 1.04, 95%CI 0.85-1.26, p = 0.73). Chemoradiotherapy-induced toxicities were similar between groups. CONCLUSION The concurrent use of statin and neoadjuvant therapy did not significantly impact short- or long-term oncologic outcomes in patients with rectal cancer. Yet, despite pooling of data, this study remained inadequately powered. Larger, prospective studies are required to further elucidate the impact of statins on patients undergoing neoadjuvant therapy for rectal cancer.
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Li JY, Huang XZ, Gao P, Song YX, Chen XW, Lv XE, Fu Y, Xiao Q, Ye SY, Wang ZN. Survival landscape of different tumor regression grades and pathologic complete response in rectal cancer after neoadjuvant therapy based on reconstructed individual patient data. BMC Cancer 2021; 21:1214. [PMID: 34773999 PMCID: PMC8590217 DOI: 10.1186/s12885-021-08922-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 10/27/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Neoadjuvant therapy can lead to different tumor regression grades (TRG) in rectal cancer after neoadjuvant therapy. The purposes of this study are to investigate the relationships among TRG, pathologic complete response (pCR) and long-term survival, on the basis of reconstructed individual patient data (IPD). METHODS The PubMed, Embase, Ovid and Cochrane CENTRAL databases were searched. The primary endpoint was to evaluate the survival landscape of different TRGs after neoadjuvant therapy and the secondary endpoint was to evaluate the associations between pCR and survival. IPD were reconstructed with Kaplan-Meier curves. RESULTS The 10-year overall survival (OS) and 5-year disease-free survival (DFS) were clearly higher in the pCR group than in the non-pCR (npCR) group (80.5% vs. 48.3, 90.1% vs. 69.8%). Furthermore, the OS and DFS increased with improvement in tumor regression after neoadjuvant therapy. According to the IPD, the pCR group had longer OS (HR = 0.240, 95% CI = 0.177-0.325, p < 0.001) and DFS (HR = 0.274, 95% CI = 0.205-0.367, p < 0.001) than the npCR group. Better tumor regression was associated with better survival outcomes (p < 0.005). Direct calculation of published HR values yielded similar results. CONCLUSIONS Our results indicate a positive relationship between better tumor regressions and improved survival benefits among the npCR group and patients with rectal cancer achieving pCR had much longer OS and DFS than patients achieving npCR, presenting a survival landscape of different TRGs and pCR in rectal cancer after neoadjuvant therapy.
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Affiliation(s)
- Jia-Yi Li
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Heping District, Shenyang City, 110001, China
| | - Xuan-Zhang Huang
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Heping District, Shenyang City, 110001, China
| | - Peng Gao
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Heping District, Shenyang City, 110001, China
| | - Yong-Xi Song
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Heping District, Shenyang City, 110001, China
| | - Xiao-Wan Chen
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Heping District, Shenyang City, 110001, China
| | - Xing-Er Lv
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Heping District, Shenyang City, 110001, China
| | - Yv Fu
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Heping District, Shenyang City, 110001, China
| | - Qiong Xiao
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Heping District, Shenyang City, 110001, China
| | - Shi-Yv Ye
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Heping District, Shenyang City, 110001, China
| | - Zhen-Ning Wang
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Heping District, Shenyang City, 110001, China.
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Drami I, Lord AC, Sarmah P, Baker RP, Daniels IR, Boyle K, Griffiths B, Mohan HM, Jenkins JT. Preoperative assessment and optimisation for pelvic exenteration in locally advanced and recurrent rectal cancer: A review. Eur J Surg Oncol 2021; 48:2250-2257. [PMID: 34922810 DOI: 10.1016/j.ejso.2021.11.007] [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] [Received: 11/01/2021] [Accepted: 11/03/2021] [Indexed: 01/06/2023] Open
Abstract
The pre-operative phase in planning a pelvic exenteration or extended resections is critical to optimising patient outcomes. This review summarises the key components of preoperative assessment and planning in patients with locally advanced rectal cancer (LARC) and locally recurrent rectal cancer (LLRC) being considered for potential curative resection. The preoperative period can be considered in 5 key phases: 1) Multidisciplinary meeting (MDT) review and recommendation for neoadjuvant therapy and surgery, 2) Anaesthetic preoperative assessment of fitness for surgery and quantification of risk, 3) Shared decision making with the patient and the process of informed consent, 4) Prehabilitation and physiological optimisation 5) Technical aspects of surgical planning. This review will focus on patients who have been recommended for surgery by the MDT and have completed neoadjuvant therapy. Other important considerations beyond the scope of this review are the various neoadjuvant strategies employed which in this patient group include Total Neo-adjuvant Therapy and reirradiation. Critical to improving perioperative outcomes is the dual aim of achieving a negative resection margin in a patient fit enough for extended surgery. Advanced, realistic communication is required pre-operatively and should be maintained throughout recovery. Optimising patient's physiological and psychological reserve with a preoperative prehabilitation programme is important, with physiotherapy, psychological and nutritional input. From a surgical perspective, image based technical preoperative planning is important to identify risk points and ensure correct surgical strategy. Careful attention to the entire patient journey through these 5 preoperative phases can optimise outcomes with the accumulation of marginal gains at multiple timepoints.
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Affiliation(s)
- I Drami
- Dukes' Club, Association of Coloproctology of Great Britain and Ireland, Royal College of Surgeons of England, London, UK.
| | - A C Lord
- Dukes' Club, Association of Coloproctology of Great Britain and Ireland, Royal College of Surgeons of England, London, UK
| | - P Sarmah
- Dukes' Club, Association of Coloproctology of Great Britain and Ireland, Royal College of Surgeons of England, London, UK
| | - R P Baker
- Advanced Malignancy Subcommittee, Association of Coloproctology of Great Britain and Ireland, Royal College of Surgeons of England, London, UK
| | - I R Daniels
- Advanced Malignancy Subcommittee, Association of Coloproctology of Great Britain and Ireland, Royal College of Surgeons of England, London, UK
| | - K Boyle
- Advanced Malignancy Subcommittee, Association of Coloproctology of Great Britain and Ireland, Royal College of Surgeons of England, London, UK
| | - B Griffiths
- Advanced Malignancy Subcommittee, Association of Coloproctology of Great Britain and Ireland, Royal College of Surgeons of England, London, UK
| | - H M Mohan
- Dukes' Club, Association of Coloproctology of Great Britain and Ireland, Royal College of Surgeons of England, London, UK
| | - J T Jenkins
- Advanced Malignancy Subcommittee, Association of Coloproctology of Great Britain and Ireland, Royal College of Surgeons of England, London, UK
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Morais M, Fonseca T, Machado-Neves R, Honavar M, Coelho AR, Lopes J, Barbosa E, Guerreiro E, Carneiro S. Can pretreatment blood biomarkers predict pathological response to neoadjuvant chemoradiotherapy in patients with locally advanced rectal cancer? Future Oncol 2021; 17:4947-4957. [PMID: 34734533 DOI: 10.2217/fon-2021-0707] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Aims: To investigate the value of previously described pretreatment hematological and biochemical biomarkers as predictors of pathological response. Methods: The authors performed a retrospective analysis of 191 patients with locally advanced rectal cancer who underwent long-course neoadjuvant chemoradiotherapy at two Portuguese centers. The authors performed logistic regression analysis to search for predictive markers of pathological complete and good response. Results: High platelet-neutrophil index (p = 0.042) and clinical tumor stage >2 (p = 0.015) were predictive of poor response. None of the analyzed biomarkers predicted pathological complete response in this study. Conclusion: A high platelet-neutrophil index before neoadjuvant chemoradiotherapy could help predict poorer pathological response in patients with locally advanced rectal cancer. However, no other blood biomarker predicted incomplete or poor response in this study.
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Affiliation(s)
- Marina Morais
- Surgery Department, Unidade Local de Saúde de Matosinhos
| | - Telma Fonseca
- Surgery Department, Centro Hospitalar Universitário de São João, Porto, Portugal
| | | | | | - Ana Rita Coelho
- Pathologic Anatomy Department, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Joanne Lopes
- Pathologic Anatomy Department, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Elisabete Barbosa
- Surgery Department, Centro Hospitalar Universitário de São João, Porto, Portugal
| | | | - Silvestre Carneiro
- Surgery Department, Centro Hospitalar Universitário de São João, Porto, Portugal
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Chen YC, Tsai HL, Li CC, Huang CW, Chang TK, Su WC, Chen PJ, Yin TC, Huang CM, Wang JY. Critical reappraisal of neoadjuvant concurrent chemoradiotherapy for treatment of locally advanced colon cancer. PLoS One 2021; 16:e0259460. [PMID: 34727133 PMCID: PMC8562787 DOI: 10.1371/journal.pone.0259460] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Accepted: 10/19/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Locally advanced colon cancer (LACC) is associated with surgical challenges during R0 resection, increased postoperative complications, and unfavorable treatment outcomes. Neoadjuvant concurrent chemoradiotherapy followed by surgical resection is an effective treatment strategy that can increase the complete surgical resection rate and improve the patient survival rate. This study investigated the efficacy and toxicity of concurrent chemoradiotherapy in patients with LACC as well as the prognosis and long-term clinical outcomes of these patients. MATERIALS From January 2012 to July 2020, we retrospectively reviewed the real-world data of 75 patients with LACC who received neoadjuvant concurrent chemoradiotherapy. The chemotherapy regimen consisted of folinic acid, 5-fluorouracil, and oxaliplatin (FOLFOX). The following data were obtained from medical records: patients' characteristics, pathologic results, toxicity, and long-term oncologic outcome. RESULTS Of the 75 patients, 13 (17.3%) had pathologic complete responses. Hematologic adverse effects were the most common (grade 1 anemia: 80.0% and leukopenia: 82.7%). Conversely, grade 2 or 3 adverse effects were relatively uncommon (<10%). Pathologic N downstaging, ypT0, and pathologic complete responses were significant prognostic factors for patient survival. Multivariate analysis revealed that pathologic N downstaging was an independent predictor of patients' overall survival (P = 0.019). The estimated 5-year overall and disease-free survival rates were 68.6% and 50.6%, and the medians of overall and disease-free survival periods were 72.3 and 58.7 months, respectively. Moreover, patients with pathologic complete responses had improved overall survival (P = 0.039) and an improved local recurrence control rate (P = 0.042) but an unfavorable distant metastasis control rate (P = 0.666) in the long-term follow-up. CONCLUSION The long-term oncologic outcome of patients with LACC following concurrent chemoradiotherapy is acceptable, and the adverse effects seem to be tolerable. Pathologic N downstaging was an independent prognostic factor for patients' overall survival. However, a large prospective, randomized control study is required to confirm the current results.
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Affiliation(s)
- Yen-Cheng Chen
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine; Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hsiang-Lin Tsai
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Faculty of Medicine, Department of Surgery, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ching-Chun Li
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ching-Wen Huang
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Faculty of Medicine, Department of Surgery, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Tsung-Kun Chang
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wei-Chih Su
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine; Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Po-Jung Chen
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Tzu-Chieh Yin
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Division of General and Digestive Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Surgery, Kaohsiung Municipal Tatung Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chun-Ming Huang
- Department of Radiation Oncology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Radiation Oncology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Faculty of Medicine, Department of Radiation Oncology, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jaw-Yuan Wang
- Division of Colorectal Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine; Kaohsiung Medical University, Kaohsiung, Taiwan
- Faculty of Medicine, Department of Surgery, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan
- Center for Liquid Biopsy and Cohort Research, Kaohsiung Medical University, Kaohsiung, Taiwan
- Pingtung Hospital, Ministry of Health and Welfare, Pingtung, Taiwan
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Bektaş AB, Gönen M. PrognosiT: Pathway/gene set-based tumour volume prediction using multiple kernel learning. BMC Bioinformatics 2021; 22:537. [PMID: 34727887 PMCID: PMC8561914 DOI: 10.1186/s12859-021-04460-6] [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: 07/07/2021] [Accepted: 10/26/2021] [Indexed: 11/10/2022] Open
Abstract
Background Identification of molecular mechanisms that determine tumour progression in cancer patients is a prerequisite for developing new disease treatment guidelines. Even though the predictive performance of current machine learning models is promising, extracting significant and meaningful knowledge from the data simultaneously during the learning process is a difficult task considering the high-dimensional and highly correlated nature of genomic datasets. Thus, there is a need for models that not only predict tumour volume from gene expression data of patients but also use prior information coming from pathway/gene sets during the learning process, to distinguish molecular mechanisms which play crucial role in tumour progression and therefore, disease prognosis. Results In this study, instead of initially choosing several pathways/gene sets from an available set and training a model on this previously chosen subset of genomic features, we built a novel machine learning algorithm, PrognosiT, that accomplishes both tasks together. We tested our algorithm on thyroid carcinoma patients using gene expression profiles and cancer-specific pathways/gene sets. Predictive performance of our novel multiple kernel learning algorithm (PrognosiT) was comparable or even better than random forest (RF) and support vector regression (SVR). It is also notable that, to predict tumour volume, PrognosiT used gene expression features less than one-tenth of what RF and SVR algorithms used. Conclusions PrognosiT was able to obtain comparable or even better predictive performance than SVR and RF. Moreover, we demonstrated that during the learning process, our algorithm managed to extract relevant and meaningful pathway/gene sets information related to the studied cancer type, which provides insights about its progression and aggressiveness. We also compared gene expressions of the selected genes by our algorithm in tumour and normal tissues, and we then discussed up- and down-regulated genes selected by our algorithm while learning, which could be beneficial for determining new biomarkers. Supplementary Information The online version contains supplementary material available at 10.1186/s12859-021-04460-6.
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Affiliation(s)
- Ayyüce Begüm Bektaş
- Graduate School of Sciences and Engineering, Koç University, Istanbul, 34450, Turkey
| | - Mehmet Gönen
- Department of Industrial Engineering, College of Engineering, Koç University, Istanbul, 34450, Turkey. .,School of Medicine, Koç University, Istanbul, 34450, Turkey.
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Germani P, Di Candido F, Léonard D, Cuicchi D, Elmore U, Allaix ME, Barbieri VP, D'Allens L, Faes S, Milani M, Caputo D, Martinez C, Grosek J, Caracino V, Christou N, Roodbeen SX, Bracale U, Wildeboer A, Usai A, Benedetti M, Balani A, Piccinni G, Catarci M, Millo P, Bouvy N, Corcione F, Hompes R, Ris F, Basti M, Tomazic A, Targarona E, Coppola A, Pietrabissa A, Hahnloser D, Adamina M, Viola M, Morino M, Rosati R, Poggioli G, Kartheuser A, Spinelli A, de Manzini N. Contemporary snapshot of tumor regression grade (TRG) distribution in locally advanced rectal cancer: a cross sectional multicentric experience. Updates Surg 2021; 73:1795-1803. [PMID: 33818750 PMCID: PMC8500860 DOI: 10.1007/s13304-021-01044-0] [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: 12/28/2020] [Accepted: 03/25/2021] [Indexed: 11/01/2022]
Abstract
Pre-operative chemoradiotherapy (CRT) followed by surgical resection is still the standard treatment for locally advanced low rectal cancer. Nowadays new strategies are emerging to treat patients with a complete response to pre-operative treatment, rendering the optimal management still controversial and under debate. The primary aim of this study was to obtain a snapshot of tumor regression grade (TRG) distribution after standard CRT. Second, we aimed to identify a correlation between clinical tumor stage (cT) and TRG, and to define the accuracy of magnetic resonance imaging (MRI) in the restaging setting. Between January 2017 and June 2019, a cross sectional multicentric study was performed in 22 referral centers of colon-rectal surgery including all patients with cT3-4Nx/cTxN1-2 rectal cancer who underwent pre-operative CRT. Shapiro-Wilk test was used for continuous data. Categorical variables were compared with Chi-squared test or Fisher's exact test, where appropriate. Accuracy of restaging MRI in the identification of pathologic complete response (pCR) was determined evaluating the correspondence with the histopathological examination of surgical specimens.In the present study, 689 patients were enrolled. Complete tumor regression rate was 16.9%. The "watch and wait" strategy was applied in 4.3% of TRG4 patients. A clinical correlation between more advanced tumors and moderate to absent tumor regression was found (p = 0.03). Post-neoadjuvant MRI had low sensibility (55%) and high specificity (83%) with accuracy of 82.8% in identifying TRG4 and pCR.Our data provided a contemporary description of the effects of pre-operative CRT on a large pool of locally advanced low rectal cancer patients treated in different colon-rectal surgical centers.
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Affiliation(s)
- Paola Germani
- Department of Medical, Surgical and Health Sciences, University of Trieste, Strada di Fiume 447, Trieste, Italy.
- Department of General Surgery, Academic Hospital of Trieste, Strada di Fiume 447, Trieste, Italy.
| | | | - Daniel Léonard
- Colorectal Surgery Unit, Saint-Luc University Hospital, Université Catholique de Louvain (UCL), Brussels, Belgium
| | - Dajana Cuicchi
- Department of Medical and Surgical Sciences, Surgery of the Alimentary Tract, Sant'Orsola Hospital, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Ugo Elmore
- Department of Gastrointestinal Surgery, San Raffaele Scientific Institute, Vita e Salute University, Milano, Italy
| | | | | | - Laura D'Allens
- Department of Surgery, Cantonal Hospital Winterthur, Winterthur, Switzerland
| | - Seraina Faes
- Department of Visceral Surgery, Centre Hospitalier Universitaire Vaudois Lausanne, Lausanne University Hospital, Lausanne, Switzerland
| | - Marika Milani
- Department of Surgery, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Damiano Caputo
- Department of General Surgery, University Campus-Biomedico Roma, Roma, Italy
| | - Carmen Martinez
- Department of Medicine of the Autonomous University of Barcelona, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Jan Grosek
- Department of Abdominal Surgery, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Valerio Caracino
- Department of General Surgery UO III, Ospedale Santo Spirito, Pescara, Italy
| | - Niki Christou
- Division of Digestive Surgery, University Hospitals of Geneva, Genève, 1211, Switzerland
| | - Sapho X Roodbeen
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Umberto Bracale
- Department of Advanced Biomedical Sciences, Federico II University, Naples, Italy
| | - Aurelia Wildeboer
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Antonella Usai
- Department of Surgery, General and Urgent Surgery Unit, Regional Hospital "U. Parini", Aosta, Italy
| | - Michele Benedetti
- General Surgery Unit, "C. E G. Mazzoni" Hospital, Ascoli Piceno, Italy
| | | | - Giuseppe Piccinni
- Department of General Surgery, Santa Maria Hospital GVM Care and Research, Bari, Italy
| | - Marco Catarci
- General Surgery Unit, "C. E G. Mazzoni" Hospital, Ascoli Piceno, Italy
| | - Paolo Millo
- Department of Surgery, General and Urgent Surgery Unit, Regional Hospital "U. Parini", Aosta, Italy
| | - Nicole Bouvy
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | | | - Roel Hompes
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Frédéric Ris
- Division of Digestive Surgery, University Hospitals of Geneva, Genève, 1211, Switzerland
| | - Massimo Basti
- Department of General Surgery UO III, Ospedale Santo Spirito, Pescara, Italy
| | - Ales Tomazic
- Department of Abdominal Surgery, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Eduardo Targarona
- Department of Medicine of the Autonomous University of Barcelona, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Alessandro Coppola
- Department of General Surgery, University Campus-Biomedico Roma, Roma, Italy
| | - Andrea Pietrabissa
- Department of Surgery, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Dieter Hahnloser
- Department of Visceral Surgery, Centre Hospitalier Universitaire Vaudois Lausanne, Lausanne University Hospital, Lausanne, Switzerland
| | - Michel Adamina
- Department of Surgery, Cantonal Hospital Winterthur, Winterthur, Switzerland
| | - Massimo Viola
- Department of General Surgery, Cardinale Panico di Tricase Hospital, Lecce, Italy
| | - Mario Morino
- Department of Surgical Sciences, University of Torino, Torino, Italy
| | - Riccardo Rosati
- Department of Gastrointestinal Surgery, San Raffaele Scientific Institute, Vita e Salute University, Milano, Italy
| | - Gilberto Poggioli
- Department of Medical and Surgical Sciences, Surgery of the Alimentary Tract, Sant'Orsola Hospital, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Alex Kartheuser
- Colorectal Surgery Unit, Saint-Luc University Hospital, Université Catholique de Louvain (UCL), Brussels, Belgium
| | - Antonino Spinelli
- Colon and Rectal Surgery Unit, Humanitas Research Hospital, Milano, Italy
| | - Nicolò de Manzini
- Department of Medical, Surgical and Health Sciences, University of Trieste, Strada di Fiume 447, Trieste, Italy
- Department of General Surgery, Academic Hospital of Trieste, Strada di Fiume 447, Trieste, Italy
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Ono Y, Cates JMM, Gonzalez RS. Can histologic features predict neoadjuvant therapy response in rectal adenocarcinoma? Pathol Res Pract 2021; 226:153608. [PMID: 34530256 DOI: 10.1016/j.prp.2021.153608] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Revised: 08/30/2021] [Accepted: 08/31/2021] [Indexed: 02/07/2023]
Abstract
Current standard therapy for locally advanced rectal cancer (LARC) is neoadjuvant therapy followed by surgical resection; however, treatment response is variable among patients. This study aimed to identify histologic features that predict tumor response. This retrospective study included 105 patients with LARC, all of whom underwent biopsy followed by neoadjuvant therapy and subsequent surgical resection. Each patient's initial biopsy was evaluated for tumor grade, tumor budding, intraepithelial lymphocytes, intraepithelial neutrophils, desmoplasia, apoptosis, adjacent stromal lymphocytes, signet ring cells, mucinous features, tumoral Paneth cells, dirty necrosis, microscopic ulceration, and prominent lymphoid aggregates. These histologic features, along with patient age at diagnosis and tumor microsatellite status, were compared to tumor regression grades from the respective resection specimens. No histologic factors in tumor biopsies predictive of treatment response in post-therapy resection specimens were identified. Histologic features in pre-therapy biopsy samples of LARC do not predict subsequent response to neoadjuvant therapy. Effective and reliable methods to predict response to neoadjuvant therapy in rectal cancer remain elusive.
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Affiliation(s)
- Yuho Ono
- Beth Israel Deaconess Medical Center, Department of Pathology, 330 Brookline Avenue, Boston, MA 02215, United States
| | - Justin M M Cates
- Vanderbilt University Medical Center, Department of Pathology, Microbiology, and Immunology, 1161 21st Avenue South, Nashville, TN 37232, United States
| | - Raul S Gonzalez
- Beth Israel Deaconess Medical Center, Department of Pathology, 330 Brookline Avenue, Boston, MA 02215, United States.
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Planellas P, Cornejo L, Rodríguez-Hermosa JI, Maldonado E, Timoteo A, Hernández-Yagüe X, Farrés R, Codina-Cazador A. Is Metformin Associated With Improved Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer? J Surg Res 2021; 268:465-473. [PMID: 34418650 DOI: 10.1016/j.jss.2021.06.079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 06/14/2021] [Accepted: 06/29/2021] [Indexed: 01/26/2023]
Abstract
Efforts to determine whether metformin can increase the effectiveness of neoadjuvant chemoradiotherapy in rectal cancer have increased in recent years. However, retrospective studies have yielded inconclusive results. OBJECTIVES The aim of this study was to compare oncological outcomes and survival after neoadjuvant chemoradiotherapy in patients with rectal cancer taking metformin versus in those not taking metformin. METHODS This study analyzed 423 consecutive patients with locally advanced rectal cancer who underwent neoadjuvant chemoradiotherapy and curative surgery between January 2010 and May 2020; of these, 59 were taking metformin and 364 were not taking metformin. RESULTS Patients taking metformin had a lower proportion of tumor regression (6.8% versus 22.0%, P = 0.012) as well as a lower proportion of patients achieving a pathological complete response (6.8% versus 20.6%, P = 0.011). In the multivariate analysis, independent predictors of pathologic complete response were not taking metformin (OR: 5.26, 95% CI: 1.12-24.85, P= 0.035) and cT2 stage (OR: 3.49, 95% CI: 1.10-11.07, P= 0.034); the interval was also an independent predictor of tumor regression (OR: 1.78, 95% CI: 1.06-2.96, P= 0.028). No differences were observed in survival between groups. CONCLUSION Metformin was not associated with better tumor responses or survival after neoadjuvant treatment.
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Affiliation(s)
- Pere Planellas
- Department of General and Digestive Surgery, University Hospital of Girona; Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona Biomedical Research Institute (IDIBGI), Girona, Spain.
| | - Lidia Cornejo
- Girona Biomedical Research Institute (IDIBGI) Girona - Surgery Research Group, Spain
| | - Jose Ignacio Rodríguez-Hermosa
- Department of General and Digestive Surgery, University Hospital of Girona; Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
| | - Eloy Maldonado
- Department of General and Digestive Surgery, University Hospital of Girona; Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
| | - Ander Timoteo
- Department of General and Digestive Surgery, University Hospital of Girona; Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
| | - Xavier Hernández-Yagüe
- Section of Oncology, Institut Catala de Oncologia, "Doctor Josep Trueta" University Hospital, IdIBGi, Girona, Spain
| | - Ramon Farrés
- Department of General and Digestive Surgery, University Hospital of Girona; Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
| | - Antoni Codina-Cazador
- Department of General and Digestive Surgery, University Hospital of Girona; Department of Medical Sciences, Faculty of Medicine, University of Girona, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
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Santiago I, Barata MJ, Figueiredo N, Parés O, Matos C. Early conformational changes at tumour bed and long term response after neoadjuvant therapy in locally-advanced rectal cancer. Eur J Radiol 2021; 140:109742. [PMID: 33971571 DOI: 10.1016/j.ejrad.2021.109742] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Revised: 03/24/2021] [Accepted: 04/23/2021] [Indexed: 12/18/2022]
Abstract
OBJECTIVES To evaluate how changes in tumour scar depth angle and thickness in the post-neoadjuvant period relate to long-term response in locally-advanced rectal cancer patients. METHODS Informed consent was obtained from all patients and institutional review board approved this retrospective study. Sixty-nine consecutive locally-advanced rectal cancer patients who underwent neoadjuvant therapy and were selected for "Watch-and-Wait" were enrolled. Two radiologists, O1 and O2, blindly and independently reviewed the 1st and 2nd post-neoadjuvant therapy pelvic MRI T2-weighted images and recorded depth angle and thickness of the tumour scar. Value changes were calculated by simple subtraction (2nd-1st). Mann-Whitney U test was employed to assess for significant differences between sustained clinical complete responders (SCR), defined as patients with pathologic complete response or clinical complete response with a minimum follow-up of 1 year; and non-sustained complete responders (non-SCR). Interobserver agreement was estimated using intraclass correlation coefficient (ICC). Data on mrTRG, DWI and endoscopy at 1st and 2nd timepoints were retrieved for comparison. RESULTS In SCR, depth angle change between 1st (med = 10 weeks after end of radiotherapy) and 2nd (med = 23 weeks after end of radiotherapy) timepoints was significantly different (O1:p = 0.004; O2:p = 0.010): the SCR group showed a depth angle reduction (O1:med=-4.45; O2:med=-2.35), whereas non-SCRs showed a depth angle increase (O1:med=+2.60; O2:med=+7.40). Also, at 2nd timepoint, SCR scars were significantly thinner both for O1 (p = 0.003; SCR:med = 7.05 mm; non-SCR:med = 9.4 mm) and O2 (p = 0.006; SCR:med = 6.45 mm; non-SCR:med = 8.2 mm). A depth angle increase >21º between 1st and 2nd timepoints and a scar thickness >10 mm at 2nd timepoint were not sensitive but were highly specific for a non-SCR (91/94 %) for both observers. Interobserver agreement was good for scar depth angle change (ICC = 0.65) and excellent for scar thickness at 2nd timepoint (ICC = 0.84). Of the retrieved data, only DWI at 2nd timepoint was discriminative (p = 0.043) providing a similar sensitivity (33 %) and a slightly lower specificity (87.5 %). CONCLUSION Tumour scar expansion >21° between 1st and 2nd post-neoadjuvancy MRI and a scar thickness >10 mm at 2nd post-neoadjuvancy MRI may consistently indicate a non-SCR with high specificity in locally-advanced rectal cancer patients.
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Affiliation(s)
- Inês Santiago
- Radiology Department, Champalimaud Foundation, Avenida Brasília, Lisbon, 1400-038, Portugal; Nova Medical School, Campo Mártires da Pátria 130, Lisbon, 1169-056, Portugal.
| | - Maria-João Barata
- Radiology Department, Champalimaud Foundation, Avenida Brasília, Lisbon, 1400-038, Portugal
| | - Nuno Figueiredo
- Colorectal Surgery, Digestive Unit, Champalimaud Foundation, Avenida Brasília, Lisbon, 1400-038, Portugal
| | - Oriol Parés
- Radiation Oncology Department, Champalimaud Foundation, Avenida Brasília, Lisbon, 1400-038, Portugal
| | - Celso Matos
- Radiology Department, Champalimaud Foundation, Avenida Brasília, Lisbon, 1400-038, Portugal
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Zhuang Z, Liu Z, Li J, Wang X, Xie P, Xiong F, Hu J, Meng X, Huang M, Deng Y, Lan P, Yu H, Luo Y. Radiomic signature of the FOWARC trial predicts pathological response to neoadjuvant treatment in rectal cancer. J Transl Med 2021; 19:256. [PMID: 34112180 PMCID: PMC8194221 DOI: 10.1186/s12967-021-02919-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 05/31/2021] [Indexed: 01/06/2023] Open
Abstract
Background We aimed to develop a radiomic model based on pre-treatment computed tomography (CT) to predict the pathological complete response (pCR) in patients with rectal cancer after neoadjuvant treatment and tried to integrate our model with magnetic resonance imaging (MRI)-based radiomic signature. Methods This was a secondary analysis of the FOWARC randomized controlled trial. Radiomic features were extracted from pre-treatment portal venous-phase contrast-enhanced CT images of 177 patients with rectal cancer. Patients were randomly allocated to the primary and validation cohort. The least absolute shrinkage and selection operator regression was applied to select predictive features to build a radiomic signature for pCR prediction (rad-score). This CT-based rad-score was integrated with clinicopathological variables using gradient boosting machine (GBM) or MRI-based rad-score to construct comprehensive models for pCR prediction. The performance of CT-based model was evaluated and compared by receiver operator characteristic (ROC) curve analysis. The LR (likelihood ratio) test and AIC (Akaike information criterion) were applied to compare CT-based rad-score, MRI-based rad-score and the combined rad-score. Results We developed a CT-based rad-score for pCR prediction and a gradient boosting machine (GBM) model was built after clinicopathological variables were incorporated, with improved AUCs of 0.997 [95% CI 0.990–1.000] and 0.822 [95% CI 0.649–0.995] in the primary and validation cohort, respectively. Moreover, we constructed a combined model of CT- and MRI-based radiomic signatures that achieve better AIC (75.49 vs. 81.34 vs.82.39) than CT-based rad-score (P = 0.005) and MRI-based rad-score (P = 0.003) alone did. Conclusions The CT-based radiomic models we constructed may provide a useful and reliable tool to predict pCR after neoadjuvant treatment, identify patients that are appropriate for a 'watch and wait' approach, and thus avoid overtreatment. Moreover, the CT-based radiomic signature may add predictive value to the MRI-based models for clinical decision making. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-021-02919-x.
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Affiliation(s)
- Zhuokai Zhuang
- Department of Colorectal Surgery, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China
| | - Zongchao Liu
- Department of Biostatistics, Columbia University, New York, NY, 10032, USA
| | - Juan Li
- Department of Colorectal Surgery, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China
| | - Xiaolin Wang
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China
| | - Peiyi Xie
- Department of Radiology, Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510655, Guangdong, China
| | - Fei Xiong
- Department of Radiology, Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510655, Guangdong, China
| | - Jiancong Hu
- Department of Colorectal Surgery, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China
| | - Xiaochun Meng
- Department of Radiology, Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510655, Guangdong, China
| | - Meijin Huang
- Department of Colorectal Surgery, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China
| | - Yanhong Deng
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China.,Department of Medical Oncology, Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510655, Guangdong, China
| | - Ping Lan
- Department of Colorectal Surgery, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China
| | - Huichuan Yu
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China.
| | - Yanxin Luo
- Department of Colorectal Surgery, Sixth Affiliated Hospital, Sun Yat-sen University, 26 Yuancun Erheng Road, Guangzhou, 510655, Guangdong, China.
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Voogt ELK, Schaap DP, van den Berg K, Nieuwenhuijzen GAP, Bloemen JG, Creemers GJ, Willems J, Cnossen JS, Peulen HMU, Nederend J, van Lijnschoten G, Burger JWA, Rutten HJT. Improved response rate in patients with prognostically poor locally advanced rectal cancer after treatment with induction chemotherapy and chemoradiotherapy when compared with chemoradiotherapy alone: A matched case-control study. Eur J Surg Oncol 2021; 47:2429-2435. [PMID: 34030921 DOI: 10.1016/j.ejso.2021.05.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 04/16/2021] [Accepted: 05/07/2021] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION The addition of induction chemotherapy (ICT) to neoadjuvant chemoradiotherapy (CRT) has the potential to improve outcomes in patients with locally advanced rectal cancer (LARC). However, patient selection is essential to prevent overtreatment. This study compared the complete response (CR) rate after treatment with and without ICT of LARC patients with prognostically poor characteristics. METHODS All LARC patients who were treated with neoadjuvant CRT, whether or not preceded by ICT, and who underwent surgery or were considered for a wait-and-see strategy between January 2016 and March 2020 in the Catharina Hospital Eindhoven, were retrospectively selected. LARC was defined as any T4 tumour, or a T2/T3 tumour with extramural venous invasion and/or tumour deposits and/or N2 lymph node status, and/or mesorectal fascia involvement (T3 tumours only). Case-control matching was performed based on the aforementioned characteristics. RESULTS Of 242 patients, 178 (74%) received CRT (CRT-group) and 64 patients (26%) received ICT followed by CRT (ICT-group). In the ICT-group, 3 patients (5%) did not receive the minimum of three cycles. In addition, in this selected cohort, compliance with radiotherapy was 100% in the ICT-group and 97% in the CRT-group. The CR rate was 30% in the ICT-group and 15% in the CRT-group (p = 0.011). After case-control matching, the CR rate was 28% and 9%, respectively (p = 0.013). CONCLUSION Treatment including ICT seemed well tolerated and resulted in a high CR rate. Hence, this treatment strategy may facilitate organ preservation and improve survival in LARC patients with prognostically poor characteristics.
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Affiliation(s)
- E L K Voogt
- Department of Surgery, Catharina Hospital, Eindhoven, the Netherlands.
| | - D P Schaap
- Department of Surgery, Catharina Hospital, Eindhoven, the Netherlands
| | - K van den Berg
- Department of Medical Oncology, Catharina Hospital, Eindhoven, the Netherlands
| | | | - J G Bloemen
- Department of Surgery, Catharina Hospital, Eindhoven, the Netherlands
| | - G J Creemers
- Department of Medical Oncology, Catharina Hospital, Eindhoven, the Netherlands
| | - J Willems
- Department of Medical Oncology, Catharina Hospital, Eindhoven, the Netherlands
| | - J S Cnossen
- Department of Radiation Oncology, Catharina Hospital, Eindhoven, the Netherlands
| | - H M U Peulen
- Department of Radiation Oncology, Catharina Hospital, Eindhoven, the Netherlands
| | - J Nederend
- Department of Radiology, Catharina Hospital, Eindhoven, the Netherlands
| | - G van Lijnschoten
- Department of Pathology, PAMM Laboratory for Pathology and Medical Microbiology, Eindhoven, the Netherlands
| | - J W A Burger
- Department of Surgery, Catharina Hospital, Eindhoven, the Netherlands
| | - H J T Rutten
- Department of Surgery, Catharina Hospital, Eindhoven, the Netherlands; GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, the Netherlands
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Bong JW, Lim SB, Ryu H, Lee JL, Kim CW, Yoon YS, Park IJ, Yu CS, Kim JC. Effect of anaemia on the response to preoperative chemoradiotherapy for rectal cancer. ANZ J Surg 2021; 91:E286-E291. [PMID: 33404094 DOI: 10.1111/ans.16547] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 11/27/2020] [Accepted: 12/22/2020] [Indexed: 11/26/2022]
Abstract
BACKGROUNDS Radiation therapy with concurrent chemotherapy is an important treatment for rectal cancer, especially for advanced stage disease. Low serum haemoglobin levels are accepted as a negative indicator in the response to radiation therapy. This study aimed to evaluate the relationship between anaemia and the response to preoperative chemoradiotherapy for rectal cancer and its effect on oncologic outcomes. METHODS We retrospectively reviewed medical records of primary rectal cancer patients who were treated with preoperative chemoradiotherapy followed by total mesorectal excision between January 2011 and December 2015. Anaemia was defined as serum haemoglobin levels ≤9 g/dL before or during radiotherapy. Patients were divided into good and poor responders according to pathologic tumour regression grades. The effect of anaemia on the response to radiation therapy, recurrence-free survival and overall survival were analysed after subgroup analysis. RESULTS Overall, 301 and 394 patients were categorized into good and poor responder groups, respectively. Proportions of anaemia patients were higher in the poor responder group than in the good responder group (7.6% versus 4.0%, P = 0.042). Anaemia was associated with less pathologic complete regression but was not a risk factor for worse recurrence-free or overall survival. There was no significant difference in survival between patients with and without anaemia. CONCLUSION Haemoglobin levels ≤9 g/dL before or during radiotherapy were risk factors for achieving pathologic complete regression after preoperative chemoradiotherapy for rectal cancer. However, anaemia was not independently associated with worse survival outcomes.
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Affiliation(s)
- Jun Woo Bong
- Division of Colon and Rectal Surgery, Department of Surgery, Korea University Guro Hospital, Korea University College of Medicine, Seoul, South Korea
| | - Seok-Byung Lim
- Division of Colon and Rectal Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Hyoseon Ryu
- Division of Colon and Rectal Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Jong Lyul Lee
- Division of Colon and Rectal Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Chan Wook Kim
- Division of Colon and Rectal Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Yong Sik Yoon
- Division of Colon and Rectal Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - In Ja Park
- Division of Colon and Rectal Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Chang Sik Yu
- Division of Colon and Rectal Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Jin Cheon Kim
- Division of Colon and Rectal Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
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Guo SP, Chen C, Zeng ZF, Wang QX, Jiang W, Gao YH, Chang H. Serum Apolipoprotein A-I Predicts Response of Rectal Cancer to Neoadjuvant Chemoradiotherapy. Cancer Manag Res 2021; 13:2623-2631. [PMID: 33776480 PMCID: PMC7987273 DOI: 10.2147/cmar.s302677] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 02/26/2021] [Indexed: 12/16/2022] Open
Abstract
Background Serum lipids have been reported as prognosticators for malignancies, including rectal cancer (RC). Yet, their value in predicting the response of RC to neoadjuvant chemoradiotherapy (NACRT) remains unknown. This study aimed to assess the predictive abilities of serum lipids for a bad response, and to build a serum lipid-based prediction model. Methods In total, 751 patients diagnosed with stage cII–III RC and treated with NACRT plus surgery from January 2007 to August 2018 were retrospectively reviewed and randomly divided into two data sets, in a ratio of 1:1. Receiver operating characteristics (ROC) analysis was conducted in the development set to select possible predictors of bad NACRT response from pathoclinical factors, including serum lipids. Multivariate logistic regression was conducted to further determine independent predictors, which were then used to develop a prediction index (PI). Finally, the PI was verified in the validation set, through ROC analysis and chi-squared test. Results Five independent predictors were identified: tumor length ≥4 cm, cT4 stage, carcinoembryonic antigen ≥5.0 ng/mL, irradiation with three-dimensional conformal radiotherapy technique, and apolipoprotein A-I ≤1.20 g/L. Each of them was assigned a number of points. In the validation set, the area under the curve of PI appeared as 0.642 (95% confidence interval 0.586–0.697). The sensitivity, specificity, positive and negative predictive values, and concordance were 72.3%, 52.3%, 63.8%, 61.9%, and 63.0%, respectively. Conclusion Serum apolipoprotein A-I was found to correlate negatively with the RC response to NACRT. It could serve as a biomarker for guiding individualized treatment and a potential target for improving sensitivity to chemoradiation.
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Affiliation(s)
- Su-Ping Guo
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
| | - Chen Chen
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
| | - Zhi-Fan Zeng
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
| | - Qiao-Xuan Wang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
| | - Wu Jiang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China.,Department of Colorectal Surgery, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China
| | - Yuan-Hong Gao
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
| | - Hui Chang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
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A Comprehensive Evaluation of Associations Between Routinely Collected Staging Information and The Response to (Chemo)Radiotherapy in Rectal Cancer. Cancers (Basel) 2020; 13:cancers13010016. [PMID: 33375133 PMCID: PMC7792936 DOI: 10.3390/cancers13010016] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 12/10/2020] [Accepted: 12/17/2020] [Indexed: 12/22/2022] Open
Abstract
Simple Summary Rectal cancer patients are often treated with radiotherapy, either alone or combined with chemotherapy, prior to surgery to enable radical surgery on a non-resectable tumor or to lower the recurrence risk. For some patients, the tumor disappears completely after preoperative treatment, while others experience little or no benefit. Accurate prediction of therapy response before treatment is of great importance for a personalized treatment approach and intentional organ preservation. We performed a comprehensive evaluation of the predictive capacity of all routinely collected staging information at diagnosis in a population-based, completely staged patient material of 383 patients representing a real-life clinical situation. Size or stage of the rectal tumor were independent predictors of excellent response irrespective of preoperative treatment, with small/early-stage tumors being significantly more likely to reach a complete response. Levels of the tumor marker carcinoembryonic antigen (CEA) above upper normal limit halved the chance of response. Abstract Radiotherapy (RT) or chemoradiotherapy (CRT) are frequently used in rectal cancer, sometimes resulting in complete tumor remission (CR). The predictive capacity of all clinical factors, laboratory values and magnetic resonance imaging parameters performed in routine staging was evaluated to understand what determines an excellent response to RT/CRT. A population-based cohort of 383 patients treated with short-course RT (5 × 5 Gy in one week, scRT), CRT, or scRT with chemotherapy (scRT+CT) and having either had a delay to surgery or been entered into a watch-and-wait program were included. Complete staging according to guidelines was performed and associations between investigated variables and CR rates were analyzed in univariate and multivariate analyses. In total, 17% achieved pathological or clinical CR, more often after scRT+CT and CRT than after scRT (27%, 18% and 8%, respectively, p < 0.001). Factors independently associated with CR included clinical tumor stage, small tumor size (<3 cm), tumor level, and low CEA-value (<3.8 μg/L). Size or stage of the rectal tumor were associated with excellent response in all therapy groups, with small or early stage tumors being significantly more likely to reach CR (p = 0.01 (scRT), p = 0.01 (CRT) and p = 0.02 (scRT+CT). Elevated level of carcinoembryonic antigen (CEA) halved the chance of response. Extramural vascular invasion (EMVI) and mucinous character may indicate less response to RT alone.
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