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Ito S, Takamoto T, Nara S, Ban D, Mizui T, Nagata H, Takamizawa Y, Moritani K, Tsukamoto S, Kanemitsu Y, Kinugasa Y, Esaki M. RAS mutation associated with short surgically controllable period in colorectal liver metastases: a retrospective study. World J Surg Oncol 2024; 22:247. [PMID: 39267117 PMCID: PMC11391794 DOI: 10.1186/s12957-024-03529-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Accepted: 09/03/2024] [Indexed: 09/14/2024] Open
Abstract
BACKGROUND The prognostic implications of the RAS status in colorectal cancer liver metastasis (CRLM) remain unclear. This study investigated the prognostic significance of RAS status after curative hepatectomy, focusing on surgical controllability. METHODS This retrospective study included liver-only CRLM patients who underwent the first hepatectomy between 2015 and 2022 at the National Cancer Center Hospital. Recurrence-free survival (RFS), surgically controllable period (SCP), and overall survival (OS) were compared between RAS wild-type (RAS-wt) and mutant (RAS-mt) patients. Multivariate analyses were conducted to identify independent prognostic factors for each outcome and independent risk factors for less than 1 year SCP. RESULTS A total of 150 patients were evaluated, comprising 63 patients with RAS-mt status. There was no significant difference in RFS between RAS-mt and RAS-wt (7.00 vs. 8.03 months, p = 0.48). RAS-mt patients exhibited worse SCP (11.80 vs.21.13 months, p < 0.001) and OS (44.03 vs. 70.03 months, p < 0.001) compared to RAS-wt. Multivariate analysis identified RAS-mt as an independent prognostic factor for both OS (hazard ratio [HR]: 3.37, p < 0.001) and SCP (HR: 2.20, p < 0.001), and as an independent risk factor for less than 1 year of SCP (odds ratio, 2.31; p = 0.03). CONCLUSIONS CRLM with RAS mutations should be considered for strict surgical indications with preoperative chemotherapy and thorough examination, considering the possibility of short SCP.
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Affiliation(s)
- Sono Ito
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
- Department of Gastrointestinal Surgery, Tokyo Medical and Dental University, Tokyo, 113-8519, Japan
| | - Takeshi Takamoto
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan.
| | - Satoshi Nara
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Daisuke Ban
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Takahiro Mizui
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Hiroshi Nagata
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Yasuyuki Takamizawa
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Konosuke Moritani
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Shunsuke Tsukamoto
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Yukihide Kanemitsu
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Yusuke Kinugasa
- Department of Gastrointestinal Surgery, Tokyo Medical and Dental University, Tokyo, 113-8519, Japan
| | - Minoru Esaki
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital, Tokyo, 104-0045, Japan
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RONCATO ROSSANA, POLESEL JERRY, TOSI FEDERICA, PERUZZI ELENA, BRUGUGNOLI ERIKA, PANTANO CLAUDIALAURIA, FURFARO MARIA, GIROLAMO FILIPPODI, NANI ALESSANDRO, PANI ARIANNA, MILAN NOEMI, MATTIA ELENADE, SARTORE-BIANCHI ANDREA, CECCHIN ERIKA. The challenge of molecular selection in liver-limited metastatic colorectal cancer for surgical resection: a systematic review and meta-analysis in the context of current and future approaches. Oncol Res 2024; 32:1407-1422. [PMID: 39220128 PMCID: PMC11361904 DOI: 10.32604/or.2024.049181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 02/29/2024] [Indexed: 09/04/2024] Open
Abstract
Objectives Treatment of metastatic colorectal cancer (mCRC) includes resection of liver metastases (LM), however, no validated biomarker identifies patients most likely to benefit from this procedure. This meta-analysis aimed to assess the impact of the most relevant molecular alterations in cancer-related genes of CRC (i.e., RAS, BRAF, SMAD4, PIK3CA) as prognostic markers of survival and disease recurrence in patients with mCRC surgically treated by LM resection. Methods A systematic literature review was performed to identify studies reporting data regarding survival and/or recurrence in patients that underwent complete liver resection for CRC LM, stratified according to RAS, BRAF, PIK3CA, and SMAD4 mutational status. Hazard ratios (HRs) from multivariate analyses were pooled in the meta-analysis and various adjustment strategies for confounding factors were combined. The search was conducted in numerous databases, including MEDLINE (PubMed), Embase, Cumulative Index to Nursing and Allied Health Literature (CINAHL) (EBSCO host), and WHO Global Index Medicus, through March 18th, 2022. Meta-analyses, editorials, letters to the editor, case reports, studies on other primary cancers, studies with primary metastatic sites other than the liver, studies lacking specific oncological outcome variables or genetic data, non-English language studies, and studies omitting residual disease data from liver metastasectomy were excluded. The remaining 47 studies were summarized in a descriptive table which outlines the key characteristics of each study and final results were graphically presented. Results RAS mutation status was negatively associated with overall survival (OS) (HR, 1.68; 95% CI, 1.54-1.84) and recurrence free survival (RFS) (HR, 1.46; 95% CI, 1.33-1.61). A negative association was also found for BRAF regarding OS (HR, 2.64; 95% CI, 2.15-3.24) and RFS (HR, 1.89; 95% CI, 1.32-2.73) and SMAD4 regarding OS (HR, 1.93; 95% CI, 1.56-2.38) and RFS (HR, 1.95; 95% CI, 1.31-2.91). For PIK3CA only three studies were eligible and no significant association with either OS or RFS could be highlighted. Conclusion RAS, BRAF, and SMAD4 are negatively associated with OS and RFS in patients undergoing curative liver metastasectomy from colorectal cancer. No conclusion can be drawn for PIK3CA due to the limited literature availability. These data support the integration of RAS, BRAF, and SMAD4 mutational status in the surgical decision-making for colorectal liver metastasis. Nevertheless, we have to consider several limitations, the major ones being the pooling of results from studies that evaluated patient outcomes as either disease-free survival (DFS) or RFS; the inclusion of patients with minimal residual disease and unconsidered potential confounding factors, such as variability in resectability definitions, chemotherapy use, and a potential interaction between biological markers and pre- and post-resection pharmacological treatments.
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Affiliation(s)
- ROSSANA RONCATO
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
- Department of Medicine (DMED), University of Udine, Udine, 33100, Italy
| | - JERRY POLESEL
- Unit of Cancer Epidemiology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
| | - FEDERICA TOSI
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, 20122, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, 20122, Italy
| | - ELENA PERUZZI
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
| | - ERIKA BRUGUGNOLI
- Oncology Pharmacy Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori Dino Amadori, Meldola, 47014, Italy
| | | | - MARIA FURFARO
- Department of Pharmacy, Ca’ Foncello Treviso Regional Hospital, Piazzale Ospedale 1, Treviso, 31100, Italy
| | - FILIPPO DI GIROLAMO
- Department of Medical Surgical and Health Sciences, University of Trieste, Trieste, 34127, Italy
- Hospital Pharmacy, Cattinara Hospital, Azienda Sanitaria Universitaria Giuliano Isontina, Trieste, 34148, Italy
| | - ALESSANDRO NANI
- Department of Oncology and Onco-Hematology, Postgraduate School of Clinical Pharmacology and Toxicology, University of Milan, Milan, 20122, Italy
| | - ARIANNA PANI
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, 20122, Italy
| | - NOEMI MILAN
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
| | - ELENA DE MATTIA
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
| | - ANDREA SARTORE-BIANCHI
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, 20122, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, Milan, 20122, Italy
| | - ERIKA CECCHIN
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, 33081, Italy
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Allievi N, Sidhom M, Samuel MV, Tzivanakis A, Dayal S, Cecil T, Mohamed F, Moran B. Survival Analysis and Recurrence Patterns in 555 Patients with Colorectal Peritoneal Metastases Treated by Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy. Ann Surg Oncol 2024:10.1245/s10434-024-15942-1. [PMID: 39128977 DOI: 10.1245/s10434-024-15942-1] [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: 04/30/2024] [Accepted: 07/16/2024] [Indexed: 08/13/2024]
Abstract
BACKGROUND The presence at diagnosis, or development of, colorectal peritoneal metastases (CPM) is common in colorectal cancer. Cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) show promising results in selected patients with CPM. The current study aimed to describe oncologic outcomes of patients with CPM, focusing on recurrence patterns and risk factors for adverse events. METHODS We conducted a retrospective review of patients with CPM treated by CRS and HIPEC at a single institution between 2000 and 2021. RESULTS A total of 555 patients were included, of whom 480 (86.5%) had complete cytoreduction, with a median age of 59 years and median Peritoneal Cancer Index (PCI) of 6. Following complete cytoreduction, 5-year overall survival (OS) and disease-free survival (DFS) were 51% and 31%, respectively. In multivariable Cox regression, PCI >6 (hazard ratio [HR] 2.25), pathological node positivity (pN+; HR 1.94), and perineural invasion (HR 1.85) were associated with decreased OS, while PCI >6, pN+, and previous systemic metastases resulted in reduced DFS. Overall, 284 (62%) patients developed recurrence, of whom 97 (34%) had local recurrence (LR), 100 (35%) had systemic recurrence (SR), and 87 (31%) had combined recurrence (5-year OS: 49.3%, 46%, and 37.4%, respectively). Mutated KRAS (mKRAS) was associated with lower 5-year OS (55.8%) and DFS (27.9%) compared with wild-type KRAS (wtKRAS; 70.7% and 37.6%, respectively). In multivariable analyses, mKRAS was related to decreased OS (HR 1.82), DFS (HR 1.55), and SR (OS 1.89), but not to LR. CONCLUSIONS Complete cytoreduction results in good survival outcomes for patients with CPM. Burden of peritoneal disease and tumor biology are the main predictors of survival. Patients with mKRAS are a high-risk cohort, with increased probability of SR and reduced survival.
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Affiliation(s)
- Niccolo Allievi
- Peritoneal Malignancy Institute, Basingstoke North Hampshire Hospital Foundation Trust, Basingstoke, UK
| | - Mark Sidhom
- Peritoneal Malignancy Institute, Basingstoke North Hampshire Hospital Foundation Trust, Basingstoke, UK
| | - Mark Vasanth Samuel
- Peritoneal Malignancy Institute, Basingstoke North Hampshire Hospital Foundation Trust, Basingstoke, UK
| | - Alexios Tzivanakis
- Peritoneal Malignancy Institute, Basingstoke North Hampshire Hospital Foundation Trust, Basingstoke, UK
| | - Sanjeev Dayal
- Peritoneal Malignancy Institute, Basingstoke North Hampshire Hospital Foundation Trust, Basingstoke, UK
| | - Tom Cecil
- Peritoneal Malignancy Institute, Basingstoke North Hampshire Hospital Foundation Trust, Basingstoke, UK
| | - Faheez Mohamed
- Peritoneal Malignancy Institute, Basingstoke North Hampshire Hospital Foundation Trust, Basingstoke, UK
| | - Brendan Moran
- Peritoneal Malignancy Institute, Basingstoke North Hampshire Hospital Foundation Trust, Basingstoke, UK.
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Granata V, Fusco R, Setola SV, Brunese MC, Di Mauro A, Avallone A, Ottaiano A, Normanno N, Petrillo A, Izzo F. Machine learning and radiomics analysis by computed tomography in colorectal liver metastases patients for RAS mutational status prediction. LA RADIOLOGIA MEDICA 2024; 129:957-966. [PMID: 38761342 DOI: 10.1007/s11547-024-01828-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 05/13/2024] [Indexed: 05/20/2024]
Abstract
PURPOSE To assess the efficacy of machine learning and radiomics analysis by computed tomography (CT) in presurgical setting, to predict RAS mutational status in colorectal liver metastases. METHODS Patient selection in a retrospective study was carried out from January 2018 to May 2021 considering the following inclusion criteria: patients subjected to surgical resection for liver metastases; proven pathological liver metastases; patients subjected to enhanced CT examination in the presurgical setting with a good quality of images; and RAS assessment as standard reference. A total of 851 radiomics features were extracted using the PyRadiomics Python package from the Slicer 3D image computing platform after slice-by-slice segmentation on CT portal phase by two expert radiologists of each individual liver metastasis performed first independently by the individual reader and then in consensus. Balancing technique was performed, and inter- and intraclass correlation coefficients were calculated to assess the between-observer and within-observer reproducibility of features. Receiver operating characteristics (ROC) analysis with the calculation of area under the ROC curve (AUC), sensitivity (SENS), specificity (SPEC), positive predictive value (PPV), negative predictive value (NPV) and accuracy (ACC) were assessed for each parameter. Linear and non-logistic regression model (LRM and NLRM) and different machine learning-based classifiers were considered. Moreover, features selection was performed before and after a normalized procedure using two different methods (3-sigma and z-score). RESULTS Seventy-seven liver metastases in 28 patients with a mean age of 60 years (range 40-80 years) were analyzed. The best predictors, at univariate analysis for both normalized procedures, were original_shape_Maximum2DDiameter and wavelet_HLL_glcm_InverseVariance that reached an accuracy of 80%, an AUC ≥ 0.75, a sensitivity ≥ 80% and a specificity ≥ 70% (p value < < 0.01). However, a multivariate analysis significantly increased the accuracy in RAS prediction when a linear regression model (LRM) was used. The best performance was obtained using a LRM combining linearly 12 robust features after a z-score normalization procedure: AUC of 0.953, accuracy 98%, sensitivity 96%, specificity of 100%, PPV 100% and NPV 96% (p value < < 0.01). No statistically significant increase was obtained considering the tested machine learning both without normalization and with normalization methods. CONCLUSIONS Normalized approach in CT radiomics analysis allows to predict RAS mutational status in colorectal liver metastases patients.
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Affiliation(s)
- Vincenza Granata
- Division of Radiology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, Naples, Italy.
| | | | - Sergio Venanzio Setola
- Division of Radiology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, Naples, Italy
| | - Maria Chiara Brunese
- Department of Medicine and Health Sciences V. Tiberio, University of Molise, 86100, Campobasso, Italy
| | - Annabella Di Mauro
- Pathological Anatomy and Cytopathology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, 80131, Naples, Italy
| | - Antonio Avallone
- Clinical Sperimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, 80131, Naples, Italy
| | - Alessandro Ottaiano
- Clinical Sperimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, 80131, Naples, Italy
| | - Nicola Normanno
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", 47014, Mendola, Italy
| | - Antonella Petrillo
- Division of Radiology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, Naples, Italy
| | - Francesco Izzo
- Division of Epatobiliary Surgical Oncology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, 80131, Naples, Italy
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Tonello M, Baratti D, Sammartino P, Di Giorgio A, Robella M, Sassaroli C, Framarini M, Valle M, Macrì A, Graziosi L, Coccolini F, Lippolis PV, Gelmini R, Deraco M, Biacchi D, Aulicino M, Vaira M, De Franciscis S, D'Acapito F, Carboni F, Milone E, Donini A, Fugazzola P, Faviana P, Sorrentino L, Pizzolato E, Cenzi C, Del Bianco P, Sommariva A. Prognostic value of specific KRAS mutations in patients with colorectal peritoneal metastases. ESMO Open 2024; 9:102976. [PMID: 38613907 PMCID: PMC11033065 DOI: 10.1016/j.esmoop.2024.102976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 02/17/2024] [Accepted: 02/29/2024] [Indexed: 04/15/2024] Open
Abstract
BACKGROUND There is little evidence on KRAS mutational profiles in colorectal cancer (CRC) peritoneal metastases (PM). This study aims to determine the prevalence of specific KRAS mutations and their prognostic value in a homogeneous cohort of patients with isolated CRC PM treated with cytoreductive surgery and hyperthermic intraperitoneal chemotherapy. MATERIALS AND METHODS Data were collected from 13 Italian centers, gathered in a collaborative group of the Italian Society of Surgical Oncology. KRAS mutation subtypes have been correlated with clinical and pathological characteristics and survival [overall survival (OS), local (peritoneal) disease-free survival (LDFS) and disease-free survival (DFS)]. RESULTS KRAS mutations occurred in 172 patients (47.5%) out of the 362 analyzed. Two different prognostic groups of KRAS mutation subtypes were identified: KRASMUT1 (G12R, G13A, G13C, G13V, Q61H, K117N, A146V), median OS > 120 months and KRASMUT2 (G12A, G12C, G12D, G12S, G12V, G13D, A59E, A59V, A146T), OS: 31.2 months. KRASMUT2 mutations mainly occurred in the P-loop region (P < 0.001) with decreased guanosine triphosphate (GTP) hydrolysis activity (P < 0.001) and were more frequently related to size (P < 0.001) and polarity change (P < 0.001) of the substituted amino acid (AA). When KRASMUT1 and KRASMUT2 were combined with other known prognostic factors (peritoneal cancer index, completeness of cytoreduction score, grading, signet ring cell, N status) in multivariate analysis, KRASMUT1 showed a similar survival rate to KRASWT patients, whereas KRASMUT2 was independently associated with poorer prognosis (hazard ratios: OS 2.1, P < 0.001; DFS 1.9, P < 0.001; LDFS 2.5, P < 0.0001). CONCLUSIONS In patients with CRC PM, different KRAS mutation subgroups can be determined according to specific codon substitution, with some mutations (KRASMUT1) that could have a similar prognosis to wild-type patients. These findings should be further investigated in larger series.
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Affiliation(s)
- M Tonello
- Unit of Surgical Oncology of the Esophagus and Digestive Tract, Veneto Institute of Oncology IOV-IRCCS, Padua
| | - D Baratti
- Peritoneal Surface Malignancy Unit, Department of Surgery, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan
| | - P Sammartino
- Cytoreductive Surgery and HIPEC Unit, Department of Surgery 'Pietro Valdoni', Sapienza University of Rome, Rome
| | - A Di Giorgio
- Surgical Unit of Peritoneum and Retroperitoneum, Fondazione Policlinico Universitario A. Gemelli, Rome
| | - M Robella
- Surgical Oncology Unit, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin
| | - C Sassaroli
- Integrated Medical Surgical Research in Peritoneal Surface Malignancy, Abdominal Oncology Department, Istituto Nazionale per lo Studio e la Cura dei Tumori Fondazione Pascale IRCCS, Naples
| | - M Framarini
- General and Oncologic Department of Surgery, Morgagni-Pierantoni Hospital, AUSL Romagna, Forlì
| | - M Valle
- Peritoneal Tumours Unit, IRCCS, Regina Elena Cancer Institute, Rome
| | - A Macrì
- Peritoneal and Retroperitonel Surgical Unit-University Hospital 'G. Martino' Messina
| | - L Graziosi
- General and Emergency Surgery Department, University of Perugia, Santa Maria Della Misericordia Hospital, Perugia
| | - F Coccolini
- General Emergency and Trauma Surgery, Bufalini Hospital, Cesena; General Emergency and Trauma Surgery, Pisa University Hospital, Pisa
| | - P V Lippolis
- General and Peritoneal Surgery, Department of Surgery, Hospital University Pisa (AOUP), Pisa
| | - R Gelmini
- General and Oncological Surgery Unit, AOU of Modena University of Modena and Reggio Emilia
| | - M Deraco
- Peritoneal Surface Malignancy Unit, Department of Surgery, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan
| | - D Biacchi
- Cytoreductive Surgery and HIPEC Unit, Department of Surgery 'Pietro Valdoni', Sapienza University of Rome, Rome
| | - M Aulicino
- Surgical Unit of Peritoneum and Retroperitoneum, Fondazione Policlinico Universitario A. Gemelli, Rome
| | - M Vaira
- Surgical Oncology Unit, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin
| | - S De Franciscis
- Colorectal Surgical Oncology, Abdominal Oncology Department, Istituto Nazionale per lo Studio e la Cura dei Tumori Fondazione Pascale IRCCS, Naples
| | - F D'Acapito
- General and Oncologic Department of Surgery, Morgagni-Pierantoni Hospital, AUSL Romagna, Forlì
| | - F Carboni
- Peritoneal Tumours Unit, IRCCS, Regina Elena Cancer Institute, Rome
| | - E Milone
- Peritoneal and Retroperitonel Surgical Unit-University Hospital 'G. Martino' Messina
| | - A Donini
- General and Emergency Surgery Department, University of Perugia, Santa Maria Della Misericordia Hospital, Perugia
| | - P Fugazzola
- General surgery, Fondazione IRCCS Policlinico San Matteo, Pavia
| | - P Faviana
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University of Pisa, Pisa
| | - L Sorrentino
- General and Oncological Surgery Unit, AOU of Modena University of Modena and Reggio Emilia
| | - E Pizzolato
- Unit of Surgical Oncology of the Esophagus and Digestive Tract, Veneto Institute of Oncology IOV-IRCCS, Padua
| | - C Cenzi
- Clinical Research Unit, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - P Del Bianco
- Clinical Research Unit, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - A Sommariva
- Unit of Surgical Oncology of the Esophagus and Digestive Tract, Veneto Institute of Oncology IOV-IRCCS, Padua.
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Granata V, Fusco R, Brunese MC, Di Mauro A, Avallone A, Ottaiano A, Izzo F, Normanno N, Petrillo A. Machine learning-based radiomics analysis in predicting RAS mutational status using magnetic resonance imaging. LA RADIOLOGIA MEDICA 2024; 129:420-428. [PMID: 38308061 DOI: 10.1007/s11547-024-01779-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Accepted: 01/04/2024] [Indexed: 02/04/2024]
Abstract
PURPOSE To assess the efficacy of radiomics features, obtained by magnetic resonance imaging (MRI) with hepatospecific contrast agent, in pre-surgical setting, to predict RAS mutational status in liver metastases. METHODS Patients with MRI in pre-surgical setting were enrolled in a retrospective study. Manual segmentation was made by means 3D Slicer image computing, and 851 radiomics features were extracted as median values using the PyRadiomics Python package. The features were extracted considering the agreement with the Imaging Biomarker Standardization Initiative (IBSI). Balancing was performed through synthesis of samples for the underrepresented classes using the self-adaptive synthetic oversampling (SASYNO) approach. Inter- and intraclass correlation coefficients (ICC) were calculated to assess the between-observer and within-observer reproducibility of all radiomics characteristics. For continuous variables, nonparametric Wilcoxon-Mann-Whitney test was utilized. Benjamini and Hochberg's false discovery rate (FDR) adjustment for multiple testing was used. Receiver operating characteristics (ROC) analysis with the calculation of area under the ROC curve (AUC), sensitivity (SENS), specificity (SPEC), positive predictive value (PPV), negative predictive value (NPV) and accuracy (ACC) were assessed for each parameter. Linear and non-logistic regression model (LRM and NLRM) and different machine learning-based classifiers including decision tree (DT), k-nearest neighbor (KNN) and support vector machine (SVM) were considered. Moreover, features selection were performed before and after a normalized procedure using two different methods (3-sigma and z-score). McNemar test was used to assess differences statistically significant between dichotomic tables. All statistical procedures were done using MATLAB R2021b Statistics and Machine Toolbox (MathWorks, Natick, MA, USA). RESULTS Seven normalized radiomics features, extracted from arterial phase, 11 normalized radiomics features, from portal phase, 12 normalized radiomics features from hepatobiliary phase and 12 normalized features from T2-W SPACE sequence were robust predictors of RAS mutational status. The multivariate analysis increased significantly the accuracy in RAS prediction when a LRM was used, combining 12 robust normalized features extracted by VIBE hepatobiliary phase reaching an accuracy of 99%, a sensitivity 97%, a specificity of 100%, a PPV of 100% and a NPV of 98%. No statistically significant increase was obtained, considering the tested classifiers DT, KNN and SVM, both without normalization and with normalization methods. CONCLUSIONS Normalized approach in MRI radiomics analysis allows to predict RAS mutational status.
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Affiliation(s)
- Vincenza Granata
- Radiology Unit, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, Naples, Italy.
| | | | - Maria Chiara Brunese
- Department of Medicine and Health Sciences V. Tiberio, University of Molise, 86100, Campobasso, Italy
| | - Annabella Di Mauro
- Pathological Anatomy and Cytopathology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, 80131, Naples, Italy
| | - Antonio Avallone
- Clinical Sperimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, 80131, Naples, Italy
| | - Alessandro Ottaiano
- Clinical Sperimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, 80131, Naples, Italy
| | - Francesco Izzo
- Epatobiliary Surgical Oncology Unit, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, 80131, Naples, Italy
| | - Nicola Normanno
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS Di Napoli, 80131, Naples, Italy
| | - Antonella Petrillo
- Radiology Unit, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, Naples, Italy
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7
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Bernardi L, Roesel R, Aghayan DL, Majno-Hurst PE, De Dosso S, Cristaudi A. Preoperative chemotherapy in upfront resectable colorectal liver metastases: New elements for an old dilemma? Cancer Treat Rev 2024; 124:102696. [PMID: 38335813 DOI: 10.1016/j.ctrv.2024.102696] [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: 01/09/2024] [Accepted: 02/01/2024] [Indexed: 02/12/2024]
Abstract
The use of preoperative or "neoadjuvant" chemotherapy (NAC) has long been controversial for resectable colorectal liver metastases (CRLM). The European Society of Medical Oncology (ESMO) 2023 guidelines on metastatic colorectal cancer (CRC) indicate a combination of surgical/technical and oncologic/prognostic criteria as the two determinants for allocating patients to NAC or upfront hepatectomy. However, surgical and technical criteria have evolved, and oncologic prognostic criteria date from the pre-modern chemotherapy era and lack prospective validation. The traditional literature is interpreted as not supporting the use of NAC because several studies fail to demonstrate a benefit in overall survival (OS) compared to upfront surgery; however, OS may not be the most appropriate endpoint to consider. Moreover, the commonly quoted studies against NAC contain many limitations that may explain why NAC failed to demonstrate its value. The query of the recent literature focused primarily on other aspects than OS, such as surgical technique, the impact of side effects of chemotherapy, the histological growth pattern of metastases, or the detection of circulating tumor DNA, shows data that support a more widespread use of NAC. These should prompt a critical reappraisal of the use of NAC, leading to a more precise selection of patients who could benefit from it.
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Affiliation(s)
- Lorenzo Bernardi
- Department of Surgery, Lugano Regional Hospital, Ente Ospedaliero Cantonale (EOC), Via Tesserete 46, 6900 Lugano, Switzerland
| | - Raffaello Roesel
- Department of Surgery, Lugano Regional Hospital, Ente Ospedaliero Cantonale (EOC), Via Tesserete 46, 6900 Lugano, Switzerland
| | - Davit L Aghayan
- Department of Surgery, Ringerike Hospital, Vestre Viken Hospital Trust, Drammen, Norway
| | - Pietro E Majno-Hurst
- Department of Surgery, Lugano Regional Hospital, Ente Ospedaliero Cantonale (EOC), Via Tesserete 46, 6900 Lugano, Switzerland; Faculty of Biomedical Sciences, University of Southern Switzerland (USI), Via Buffi 13, 6900 Lugano, Switzerland
| | - Sara De Dosso
- Faculty of Biomedical Sciences, University of Southern Switzerland (USI), Via Buffi 13, 6900 Lugano, Switzerland; Medical Oncology Department, Oncology Institute of Southern Switzerland (IOSI), Ente Ospedaliero Cantonale (EOC), Via A. Gallino 12, 6500 Bellinzona, Switzerland.
| | - Alessandra Cristaudi
- Department of Surgery, Lugano Regional Hospital, Ente Ospedaliero Cantonale (EOC), Via Tesserete 46, 6900 Lugano, Switzerland; Faculty of Biomedical Sciences, University of Southern Switzerland (USI), Via Buffi 13, 6900 Lugano, Switzerland
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8
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Chandra P, Sacks GD. Contemporary Surgical Management of Colorectal Liver Metastases. Cancers (Basel) 2024; 16:941. [PMID: 38473303 DOI: 10.3390/cancers16050941] [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: 11/27/2023] [Revised: 02/13/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024] Open
Abstract
Colorectal cancer is the third most common cancer in the United States and the second most common cause of cancer-related death. Approximately 20-30% of patients will develop hepatic metastasis in the form of synchronous or metachronous disease. The treatment of colorectal liver metastasis (CRLM) has evolved into a multidisciplinary approach, with chemotherapy and a variety of locoregional treatments, such as ablation and portal vein embolization, playing a crucial role. However, resection remains a core tenet of management, serving as the gold standard for a curative-intent therapy. As such, the input of a dedicated hepatobiliary surgeon is paramount for appropriate patient selection and choice of surgical approach, as significant advances in the field have made management decisions extremely nuanced and complex. We herein aim to review the contemporary surgical management of colorectal liver metastasis with respect to both perioperative and operative considerations.
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Affiliation(s)
- Pratik Chandra
- Department of Surgery, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Greg D Sacks
- Department of Surgery, NYU Grossman School of Medicine, New York, NY 10016, USA
- VA New York Harbor Healthcare System, New York, NY 10010, USA
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9
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Takematsu T, Mima K, Hayashi H, Kitano Y, Nakagawa S, Hiyoshi Y, Okabe H, Imai K, Miyamoto Y, Baba H. RAS mutation status in combination with the JSHBPS nomogram may be useful for preoperative identification of colorectal liver metastases with high risk of recurrence and mortality after hepatectomy. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2024; 31:69-79. [PMID: 37897144 DOI: 10.1002/jhbp.1389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 09/30/2023] [Accepted: 10/05/2023] [Indexed: 10/29/2023]
Abstract
PURPOSE To investigate the prognostic impact of RAS mutations on the Japanese Society of Hepatobiliary and Pancreatic Surgeons (JSHBPS) nomogram score in patients with colorectal cancer liver metastasis (CRLM) following hepatectomy. METHODS We included 218 consecutive patients undergoing hepatectomy for CRLM between 2004 and 2020. The JSHBPS nomogram score was calculated using six preoperative clinical factors. The score ranged from 0 to 25, and higher scores indicated greater tumor burden. Associations of RAS mutations with disease-free survival (DFS) and overall survival (OS) by the JSHBPS nomogram score were examined. Multivariable Cox proportional hazard regression models were used to estimate adjusted hazard ratios (HRs) and confidence intervals (CIs). RESULTS RAS mutations were detected in 72 (33%) of the 218 patients. Multivariate analyses revealed that RAS mutations were independently associated with poor DFS (HR, 1.93; 95% CI: 1.20-3.10; p = .007) and OS (HR, 2.65; 95% CI: 1.59-4.71; p = .001) compared with wild-type RAS with JSHBPS nomogram scores ≤ 10. However, in patients with scores ≥ 11, the association of RAS mutations with DFS or OS was not statistically significant (p > .08). CONCLUSION RAS mutation status in combination with the JSHBPS nomogram may be useful for preoperatively identifying CRLM with high risk of recurrence and mortality after hepatectomy.
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Affiliation(s)
- Toru Takematsu
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Kosuke Mima
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hiromitsu Hayashi
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yuki Kitano
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Shigeki Nakagawa
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yukiharu Hiyoshi
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hirohisa Okabe
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Katsunori Imai
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yuji Miyamoto
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
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El Agy F, El Bardai S, Boukansa S, Bouguenouch L, Benbrahim Z, Mazaz K, Benjelloun EB, Ousadden A, Ouldim K, Ibrahimi SA, Chbani L. RAS Mutations Predict Recurrence-Free Survival and Recurrence Patterns in Colon Cancer: A Unicenter Study in Morocco. Cancer Control 2024; 31:10732748241229290. [PMID: 38270484 PMCID: PMC10812104 DOI: 10.1177/10732748241229290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 10/31/2023] [Accepted: 01/02/2024] [Indexed: 01/26/2024] Open
Abstract
PURPOSE To date, only a few studies have investigated the role of molecular alterations in cancer recurrence. This exploratory study aimed to evaluate the impact of molecular alterations on the time and site of recurrence in patients with stage I-IV CRC and to identify the risk factors predicting recurrence-free survival in colon cancer. METHODS A total of 270 patients were retrospectively included. We assessed the full RAS status using Sanger and pyrosequencing. MSI status was determined by immunohistochemical analysis. Molecular alterations were correlated with recurrence timing (early or late), recurrence patterns, and recurrence-free survival. Statistical analysis was performed using the Kaplan-Meier method and the log-rank test. RESULTS Of the 270 patients, 85 (31%) experienced recurrence, among whom 53% had mutant full RAS status, 48% had KRAS mutations, and 31.4% had KRAS p. G12V mutation subtype. Compared with those with late recurrence, patients with early recurrence were significantly older (P = 0.02) and more likely to have poorly differentiated tumors, a higher rate of positive lymph nodes, KRAS mutations, and especially KRAS p. G12V mutation variant. RAS mutation status, KRAS mutations, and rare mutations are more common in patients with lung cancer recurrence. Multivariate logistic regression analysis revealed that differentiation, perineural invasion, full RAS mutation status, and KRAS codon 13 mutations were independent factors for recurrence-free survival in colon cancer. CONCLUSION In this cohort, the timing and patterns of recurrence appeared to be associated with the patient's molecular profile. KRAS codon 12 mutations were the worst predictors of recurrence-free survival at all stages in our population.
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Affiliation(s)
- Fatima El Agy
- Laboratory of Biomedical and Translational Research, Faculty of Medicine and Pharmacy, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Sanae El Bardai
- Laboratory of Anatomic Pathology and Molecular Pathology, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Sara Boukansa
- Laboratory of Biomedical and Translational Research, Faculty of Medicine and Pharmacy, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Laila Bouguenouch
- Unit of Medical Genetics and Oncogenetics, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Zineb Benbrahim
- Department of Oncology, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Khalid Mazaz
- Department of General surgery, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - El Bachir Benjelloun
- Department of General surgery, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Abdelmalek Ousadden
- Department of General surgery, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Karim Ouldim
- Laboratory of Anatomic Pathology and Molecular Pathology, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Sidi Adil Ibrahimi
- Department of Gastroenterology, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Laila Chbani
- Laboratory of Anatomic Pathology and Molecular Pathology, Sidi Mohamed Ben Abdellah University, Fez, Morocco
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11
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Boshell D, Bester L. Radioembolisation of liver metastases. J Med Imaging Radiat Oncol 2023; 67:842-852. [PMID: 37343147 DOI: 10.1111/1754-9485.13549] [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: 01/15/2023] [Accepted: 06/05/2023] [Indexed: 06/23/2023]
Abstract
This review aims to present contemporary data for SIRT in the treatment of secondary hepatic malignancies including colorectal, neuroendocrine, breast and uveal melanoma.
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Affiliation(s)
- David Boshell
- Department of Radiology, St Vincent's Hospital, Sydney, New South Wales, Australia
| | - Lourens Bester
- Department of Radiology, University of Notre Dame, Sydney, New South Wales, Australia
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12
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Brandão GR, Trindade BO, Flores LHF, Motter SB, Alves CB, Remonti TAP, Lucchese AM, Junior ADP, Kalil AN. Does RAS Status Increase the Prevalence of Positive Resection Margin in Colorectal Liver Metastasis? A Systematic Review and Meta-Analysis. Am Surg 2023; 89:5638-5647. [PMID: 36896840 DOI: 10.1177/00031348231156763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
BACKGROUND Colorectal liver metastasis has a high incidence, and RAS oncogene mutation status carries significant prognostic information. We aimed to assess whether RAS-mutated patients present more or less frequently with positive margins in their hepatic metastasectomy. METHODS We performed a systematic review and meta-analysis of studies from PubMed, Embase, and Lilacs databases. We analyzed liver metastatic colorectal cancer studies, which included information on RAS status and had surgical margin analysis of the liver metastasis. Odds ratios were computed using a random-effect model due to anticipated heterogeneity. We further performed a subanalysis limited to studies that included only patients with KRAS instead of all-RAS mutations. RESULTS From the 2,705 studies screened, 19 articles were included in the meta-analysis. There were 7,391 patients. The prevalence of positive resection margin was not significantly different between patients carrier vs non-carrier for the all-RAS mutations (OR .99; 95% CI 0.83-1.18; P = .87), and for only KRAS mutation (OR .93; 95% CI 0.73-1.19; P = .57). CONCLUSIONS Despite the strong correlation between colorectal liver metastasis prognosis and RAS mutation status, our meta-analysis's results suggest no correlation between the RAS status and the prevalence of positive resection margins. The findings contribute to a better understanding of the RAS mutation's role in the surgical resections of colorectal liver metastasis.
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Affiliation(s)
| | | | | | | | - Cassio Bona Alves
- Surgical Oncology, Santa Casa de Misericordia de Porto Alegre, Porto Alegre, Brazil
| | | | | | | | - Antonio Nocchi Kalil
- Surgical Oncology, Santa Casa de Misericordia de Porto Alegre, Porto Alegre, Brazil
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13
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Granata V, Fusco R, De Muzio F, Brunese MC, Setola SV, Ottaiano A, Cardone C, Avallone A, Patrone R, Pradella S, Miele V, Tatangelo F, Cutolo C, Maggialetti N, Caruso D, Izzo F, Petrillo A. Radiomics and machine learning analysis by computed tomography and magnetic resonance imaging in colorectal liver metastases prognostic assessment. LA RADIOLOGIA MEDICA 2023; 128:1310-1332. [PMID: 37697033 DOI: 10.1007/s11547-023-01710-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 08/22/2023] [Indexed: 09/13/2023]
Abstract
OBJECTIVE The aim of this study was the evaluation radiomics analysis efficacy performed using computed tomography (CT) and magnetic resonance imaging in the prediction of colorectal liver metastases patterns linked to patient prognosis: tumor growth front; grade; tumor budding; mucinous type. Moreover, the prediction of liver recurrence was also evaluated. METHODS The retrospective study included an internal and validation dataset; the first was composed by 119 liver metastases from 49 patients while the second consisted to 28 patients with single lesion. Radiomic features were extracted using PyRadiomics. Univariate and multivariate approaches including machine learning algorithms were employed. RESULTS The best predictor to identify tumor growth was the Wavelet_HLH_glcm_MaximumProbability with an accuracy of 84% and to detect recurrence the best predictor was wavelet_HLH_ngtdm_Complexity with an accuracy of 90%, both extracted by T1-weigthed arterial phase sequence. The best predictor to detect tumor budding was the wavelet_LLH_glcm_Imc1 with an accuracy of 88% and to identify mucinous type was wavelet_LLH_glcm_JointEntropy with an accuracy of 92%, both calculated on T2-weigthed sequence. An increase statistically significant of accuracy (90%) was obtained using a linear weighted combination of 15 predictors extracted by T2-weigthed images to detect tumor front growth. An increase statistically significant of accuracy at 93% was obtained using a linear weighted combination of 11 predictors by the T1-weigthed arterial phase sequence to classify tumor budding. An increase statistically significant of accuracy at 97% was obtained using a linear weighted combination of 16 predictors extracted on CT to detect recurrence. An increase statistically significant of accuracy was obtained in the tumor budding identification considering a K-nearest neighbors and the 11 significant features extracted T1-weigthed arterial phase sequence. CONCLUSIONS The results confirmed the Radiomics capacity to recognize clinical and histopathological prognostic features that should influence the choice of treatments in colorectal liver metastases patients to obtain a more personalized therapy.
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Affiliation(s)
- Vincenza Granata
- Division of Radiology, Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli, Naples, Italy.
| | | | - Federica De Muzio
- Department of Medicine and Health Sciences V. Tiberio, University of Molise, 86100, Campobasso, Italy
| | - Maria Chiara Brunese
- Department of Medicine and Health Sciences V. Tiberio, University of Molise, 86100, Campobasso, Italy
| | - Sergio Venanzio Setola
- Division of Radiology, Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli, Naples, Italy
| | - Alessandro Ottaiano
- Clinical Experimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, 80131, Naples, Italy
| | - Claudia Cardone
- Clinical Experimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, 80131, Naples, Italy
| | - Antonio Avallone
- Clinical Experimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, 80131, Naples, Italy
| | - Renato Patrone
- Division of Hepatobiliary Surgical Oncology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, 80131, Naples, Italy
| | - Silvia Pradella
- Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy
- SIRM Foundation, Italian Society of Medical and Interventional Radiology (SIRM), 20122, Milan, Italy
| | - Vittorio Miele
- Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy
- SIRM Foundation, Italian Society of Medical and Interventional Radiology (SIRM), 20122, Milan, Italy
| | - Fabiana Tatangelo
- Division of Pathological Anatomy and Cytopathology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, 80131, Naples, Italy
| | - Carmen Cutolo
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84084, Salerno, Italy
| | - Nicola Maggialetti
- Department of Medical Science, Neuroscience and Sensory Organs (DSMBNOS), University of Bari "Aldo Moro", 70124, Bari, Italy
| | - Damiano Caruso
- Department of Medical Surgical Sciences and Translational Medicine, Radiology Unit-Sant'Andrea University Hospital, Sapienza-University of Rome, 00189, Rome, Italy
| | - Francesco Izzo
- Division of Hepatobiliary Surgical Oncology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, 80131, Naples, Italy
| | - Antonella Petrillo
- Division of Radiology, Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli, Naples, Italy
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14
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Joechle K, Amygdalos I, Schmidt F, Bednarsch J, Chrysos A, Meister FA, Czigany Z, Heise D, Berres ML, Bruners P, Ulmer TF, Neumann UP, Lang SA. Value of prognostic scoring systems in the era of multimodal therapy for recurrent colorectal liver metastases. HPB (Oxford) 2023; 25:1354-1363. [PMID: 37438185 DOI: 10.1016/j.hpb.2023.06.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 05/12/2023] [Accepted: 06/22/2023] [Indexed: 07/14/2023]
Abstract
BACKGROUND Various predictive scoring systems have been developed to estimate outcomes of patients undergoing surgery for colorectal liver metastases (CRLM). However, data regarding their effectiveness in recurrent CRLM (recCRLM) are very limited. METHODS Patients who underwent repeat hepatectomy for recCRLM at the University Hospital RWTH Aachen, Germany from 2010 to 2021 were included. Nine predictive scoring systems (Fong's, Nordlinger, Nagashima, RAS mutation, Tumor Burden, GAME, CERR, and Glasgow Prognostic score, Basingstoke Index) were evaluated by likelihood ratio (LR) χ2, linear trend (LT) χ2 and Akaike Information Criterion (AIC) for their predictive value regarding overall survival (OS) and recurrence free survival (RFS). RESULTS Among 150 patients, median RFS was 9 (2-124) months with a 5-year RFS rate of 10%. Median OS was 39 (4-131) months with a 5-year OS rate of 32%. For RFS and OS, the Nagashima score showed the best prognostic ability (LT χ2 3.00, LR χ2 9.39, AIC 266.66 and LT χ2 2.91, LR χ2 20.91, 290.36). DISCUSSION The Nagashima score showed the best prognostic stratification to predict recurrence as well as survival, and therefore might be considered when evaluating patients with recCRLM for repeat hepatectomy.
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Affiliation(s)
- Katharina Joechle
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Iakovos Amygdalos
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Felix Schmidt
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Jan Bednarsch
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Alexandros Chrysos
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Franziska A Meister
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Zoltan Czigany
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Daniel Heise
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Marie-Luise Berres
- Department of Internal Medicine III, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Philipp Bruners
- Department of Diagnostic und Interventional Radiology, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Tom F Ulmer
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Ulf P Neumann
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany
| | - Sven A Lang
- Department of General, Visceral and Transplantation Surgery, University Hospital RWTH Aachen, 52074, Aachen, Germany; Center for Integrated Oncology Aachen, Boon, Cologne and Duesseldorf (CIO ABCD), Site, Aachen, Germany.
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15
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Pham H, Dixon E. Integration of Next-Generation Sequencing in the Surgical Management of Colorectal Liver Metastasis. Ann Surg Oncol 2023; 30:6815-6823. [PMID: 37316745 DOI: 10.1245/s10434-023-13750-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 06/04/2023] [Indexed: 06/16/2023]
Abstract
Hepatic resection remains the treatment of choice for colorectal liver metastases. The advancement of surgical technique and use of perioperative systemic therapy has expanded the number and complexity of patients eligible for surgical resection. In recent years, investigation into gene mutations, such as RAS/RAF pathway, have led to targeted therapies that have significantly improved outcomes. Next-generation sequencing allows analysis of large number of genes that may have potential prognostic relevance in the clinical setting. This review summarizes the current applications of next-generation sequencing technology in metastatic colorectal cancer, focusing on its prognostic implications on patient management.
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Affiliation(s)
- Helen Pham
- Department of Surgery, Faculty of Medicine, University of Calgary, Foothills Medical Centre, Calgary, AB, Canada.
| | - Elijah Dixon
- Department of Surgery, Faculty of Medicine, University of Calgary, Foothills Medical Centre, Calgary, AB, Canada
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16
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Shimura Y, Komatsu S, Nagatani Y, Funakoshi Y, Sofue K, Kido M, Kuramitsu K, Gon H, Fukushima K, Urade T, So S, Yanagimoto H, Toyama H, Minami H, Fukumoto T. The Usefulness of Total Tumor Volume as a Prognostic Factor and in Selecting the Optimal Treatment Strategy of Chemotherapeutic Intervention in Patients with Colorectal Liver Metastases. Ann Surg Oncol 2023; 30:6603-6610. [PMID: 37386304 DOI: 10.1245/s10434-023-13746-3] [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: 02/09/2023] [Accepted: 05/31/2023] [Indexed: 07/01/2023]
Abstract
BACKGROUND Few reports have discussed the association between total tumor volume (TTV) and prognosis in patients with colorectal liver metastases (CRLM). The present study aimed to evaluate the usefulness of TTV for predicting recurrence-free survival and overall survival (OS) in patients receiving initial hepatic resection or chemotherapy, and to investigate the value of TTV as an indicator for optimal treatment selection for patients with CRLM. PATIENTS AND METHODS This retrospective cohort study included patients with CRLM who underwent hepatic resection (n = 93) or chemotherapy (n = 78) at the Kobe University Hospital. TTV was measured using 3D construction software and computed tomography images. RESULTS A TTV of 100 cm3 has been previously reported as a significant cut-off value for predicting OS of CRLM patients receiving initial hepatic resection. For patients receiving hepatic resection, the OS for those with a TTV ≥ 100 cm3 was significantly reduced compared with those with a TTV < 100 cm3. For patients receiving initial chemotherapy, there were no significant differences between the groups divided according to TTV cut-offs. Regarding OS of patients with TTV ≥ 100 cm3, there was no significant difference between hepatic resection and chemotherapy (p = 0.160). CONCLUSIONS TTV can be a predictive factor of OS for hepatic resection, unlike for initial chemotherapy treatment. The lack of significant difference in OS for CRLM patients with TTV ≥ 100 cm3, regardless of initial treatment, suggests that chemotherapeutic intervention preceding hepatic resection may be indicated for such patients.
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Affiliation(s)
- Yuhi Shimura
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Shohei Komatsu
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan.
| | - Yoshiaki Nagatani
- Department of Medical Oncology/Hematology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Yohei Funakoshi
- Department of Medical Oncology/Hematology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Keitaro Sofue
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Masahiro Kido
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Kaori Kuramitsu
- Department of Medical Oncology/Hematology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Hidetoshi Gon
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Kenji Fukushima
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Takeshi Urade
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Shinichi So
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Hiroaki Yanagimoto
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Hirochika Toyama
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Hironobu Minami
- Department of Medical Oncology/Hematology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Takumi Fukumoto
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
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Ruff SM, Shannon AH, Pawlik TM. The Role of Targeted Therapy in the Multi-Disciplinary Approach to Colorectal Liver Metastasis. Cancers (Basel) 2023; 15:3513. [PMID: 37444625 DOI: 10.3390/cancers15133513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 07/01/2023] [Accepted: 07/04/2023] [Indexed: 07/15/2023] Open
Abstract
Colorectal cancer (CRC) is the second most common cause of cancer-related mortality in the United States. Among newly diagnosed patients with CRC, 20% will present with metastatic disease and another 25% will develop metastases. The surgical resection of the primary tumor and metastatic disease sites confers the best chance at long-term survival. Unfortunately, many patients will recur after resection or present with unresectable disease. As such, metastatic CRC is commonly treated with a combination of surgery, systemic therapy, and/or liver-directed therapies. Despite best efforts, 5-year survival for unresectable metastatic CRC is only about 20%. CRC is a heterogeneous disease and the underlying genetic differences inform behavior, treatment strategy, and prognosis. Given the limitations of cytotoxic chemotherapy and the growing role of molecular profiling, research has focused on identifying and developing targeted therapies. We herein review how genetic profiling informs prognosis, crucial cell-signaling pathways that play a role in CRC carcinogenesis, and currently approved targeted therapies for metastatic CRC.
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Affiliation(s)
- Samantha M Ruff
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Alexander H Shannon
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Timothy M Pawlik
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH 43210, USA
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18
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Schwantes IR, Mayo SC. The genomics of liver metastases from colon and rectal cancer: An Invited Commentary (invitation from Lee Ocuin, MD and Kevin Behrns, MD) for the special issue of "Management of Advanced Primary and Secondary Liver Malignancies". Surgery 2023:S0039-6060(23)00167-8. [PMID: 37183133 DOI: 10.1016/j.surg.2023.03.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 03/30/2023] [Indexed: 05/16/2023]
Abstract
Over the past two decades, the treatment of patients with cancer has become increasingly structured around the identification of cancer mutations genetically driving the disease. Upfront knowledge of these data has implications for both the selection and omission of certain cytotoxic and targeted therapies. For patients with colon or rectal cancer metastatic to the liver, next-generation sequencing to identify these key mutational drivers should be done at the outset of diagnosis to understand the full spectrum of treatment options available to a patient. Mutational profiling for patients with colorectal liver metastasis initially led to the recognition of treatment resistance to epidermal growth factor inhibitors in patients with a KRAS mutation and now has expanded to include other targeted options. As the treatment options for patients with colorectal liver metastasis continue to evolve, it is increasingly important to integrate genomic data into selecting patients who will benefit from hepatic resection, ablative techniques, and liver-directed therapy. Herein, we review the most common mutations encountered in treating patients with colorectal liver metastasis, focusing specifically on epidermal growth factor receptor, KRAS/NRAS, BRAF, and the mismatch repair pathway with resultant implications to the medical and surgical treatment for these patients.
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Affiliation(s)
- Issac R Schwantes
- Oregon Health & Science University, Department of Surgery, Division of Surgical Oncology, Knight Cancer Institute, Portland, OR
| | - Skye C Mayo
- Oregon Health & Science University, Department of Surgery, Division of Surgical Oncology, Knight Cancer Institute, Portland, OR.
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19
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Newhook TE, Overman MJ, Chun YS, Dasari A, Tzeng CWD, Cao HST, Raymond V, Parseghian C, Johnson B, Nishioka Y, Kawaguchi Y, Uppal A, Vreeland TJ, Jaimovich A, Arvide EM, Cristo JV, Wei SH, Raghav KP, Morris VK, Lee JE, Kopetz S, Vauthey JN. Prospective Study of Perioperative Circulating Tumor DNA Dynamics in Patients Undergoing Hepatectomy for Colorectal Liver Metastases. Ann Surg 2023; 277:813-820. [PMID: 35797554 DOI: 10.1097/sla.0000000000005461] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
OBJECTIVE To evaluate the association of perioperative ctDNA dynamics on outcomes after hepatectomy for CLM. SUMMARY BACKGROUND DATA Prognostication is imprecise for patients undergoing hepatectomy for CLM, and ctDNA is a promising biomarker. However, clinical implications of perioperative ctDNA dynamics are not well established. METHODS Patients underwent curative-intent hepatectomy after preoperative chemotherapy for CLM (2013-2017) with paired prehepatectomy/postoperative ctDNA analyses via plasma-only assay. Positivity was determined using a proprietary variant classifier. Primary endpoint was recurrence-free survival (RFS). Median follow-up was 55 months. RESULTS Forty-eight patients were included. ctDNA was detected before and after surgery (ctDNA+/+) in 14 (29%), before but not after surgery (ctDNA+/-) in 19 (40%), and not at all (ctDNA-/-) in 11 (23%). Adverse tissue somatic mutations were detected in TP53 (n = 26; 54%), RAS (n = 23; 48%), SMAD4 (n = 5; 10%), FBXW7 (n = 3; 6%), and BRAF (n = 2; 4%). ctDNA+/+ was associated with worse RFS (median: ctDNA+/+, 6.0 months; ctDNA+/-, not reached; ctDNA-/-, 33.0 months; P = 0.001). Compared to ctDNA+/+, ctDNA+/- was associated with improved RFS [hazard ratio (HR) 0.24 (95% confidence interval (CI) 0.1-0.58)] and overall survival [HR 0.24 (95% CI 0.08-0.74)]. Adverse somatic mutations were not associated with survival. After adjustment for prehepatectomy chemotherapy, synchronous disease, and ≥2 CLM, ctDNA+/- and ctDNA-/- were independently associated with improved RFS compared to ctDNA+/+ (ctDNA+/-: HR 0.21, 95% CI 0.08-0.53; ctDNA-/-: HR 0.21, 95% CI 0.08-0.56). CONCLUSIONS Perioperative ctDNA dynamics are associated with survival, identify patients with high recurrence risk, and may be used to guide treatment decisions and surveillance after hepatectomy for patients with CLM.
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Affiliation(s)
- Timothy E Newhook
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Michael J Overman
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yun Shin Chun
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Arvind Dasari
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ching-Wei D Tzeng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Hop S Tran Cao
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Christine Parseghian
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Benny Johnson
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yujiro Nishioka
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yoshikuni Kawaguchi
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Abhineet Uppal
- Department of Colon and Rectal Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Elsa M Arvide
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jenilette V Cristo
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Steven H Wei
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Kanwal P Raghav
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Van K Morris
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jeffrey E Lee
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jean-Nicolas Vauthey
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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20
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Celis-Pinto JC, Fernández-Velasco AA, Corte-Torres MD, Santos-Juanes J, Blanco-Agudín N, Piña Batista KM, Merayo-Lloves J, Quirós LM, Fernández-Vega I. PINK1 Immunoexpression Predicts Survival in Patients Undergoing Hepatic Resection for Colorectal Liver Metastases. Int J Mol Sci 2023; 24:ijms24076506. [PMID: 37047483 PMCID: PMC10095114 DOI: 10.3390/ijms24076506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 03/26/2023] [Accepted: 03/29/2023] [Indexed: 04/03/2023] Open
Abstract
PTEN-induced kinase-1 (PINK1) is the initiator of the canonical mitophagy pathway. Our aim was to study the immunoexpression of PINK1 in surgical specimens from ninety patients with metastatic colorectal adenocarcinoma (CRC) to the liver (CRLM). Tissue arrays were produced, and immunohistochemical studies were analyzed by the H-Score method. The mean immunoexpression of PINK1 in normal tissues was between 40 to 100 points. In tumoral tissues, positive PINK1 immunoexpression was observed in all samples, and no differences were noted between CRCs. In CRLMs, a significant under-expression was noted for PINK1 from the rectum (71.3 ± 30.8; p < 0.042) compared to other sites. Altered PINK1 immunoexpression in CRCs, either higher than 100 points or lower than 40 points, was associated with worse overall survival (OS) (p < 0.012) due to a shorter post-metastatic survival (PMS) (p < 0.023), and it was found to be a significant independent predictor of prognosis in a multivariate model for OS and PMS (HR = 1.972, 95% CI 0.971–4.005; p = 0.022. HR = 2.023, 95% CI 1.003–4.091; p = 0.037, respectively). In conclusion, altered PINK1 immunoexpression determined in CRCs with resected CRLM predicts a worse prognosis, possibly due to the abnormal function of mitophagy.
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21
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Concors S, Haddad A, Vauthey JN. Modeling the Prediction of Early Treatment Failure After Hepatectomy for Colorectal Liver Metastases. Ann Surg Oncol 2023; 30:3182-3183. [PMID: 36952148 DOI: 10.1245/s10434-023-13343-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 02/27/2023] [Indexed: 03/24/2023]
Affiliation(s)
- Seth Concors
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Antony Haddad
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jean Nicolas Vauthey
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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22
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Granata V, Fusco R, Setola SV, Galdiero R, Maggialetti N, Patrone R, Ottaiano A, Nasti G, Silvestro L, Cassata A, Grassi F, Avallone A, Izzo F, Petrillo A. Colorectal liver metastases patients prognostic assessment: prospects and limits of radiomics and radiogenomics. Infect Agent Cancer 2023; 18:18. [PMID: 36927442 PMCID: PMC10018963 DOI: 10.1186/s13027-023-00495-x] [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: 01/31/2023] [Accepted: 03/07/2023] [Indexed: 03/18/2023] Open
Abstract
In this narrative review, we reported un up-to-date on the role of radiomics to assess prognostic features, which can impact on the liver metastases patient treatment choice. In the liver metastases patients, the possibility to assess mutational status (RAS or MSI), the tumor growth pattern and the histological subtype (NOS or mucinous) allows a better treatment selection to avoid unnecessary therapies. However, today, the detection of these features require an invasive approach. Recently, radiomics analysis application has improved rapidly, with a consequent growing interest in the oncological field. Radiomics analysis allows the textural characteristics assessment, which are correlated to biological data. This approach is captivating since it should allow to extract biological data from the radiological images, without invasive approach, so that to reduce costs and time, avoiding any risk for the patients. Several studies showed the ability of Radiomics to identify mutational status, tumor growth pattern and histological type in colorectal liver metastases. Although, radiomics analysis in a non-invasive and repeatable way, however features as the poor standardization and generalization of clinical studies results limit the translation of this analysis into clinical practice. Clear limits are data-quality control, reproducibility, repeatability, generalizability of results, and issues related to model overfitting.
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Affiliation(s)
- Vincenza Granata
- Division of Radiology, "Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli", Naples, Italy.
| | - Roberta Fusco
- Medical Oncology Division, Igea SpA, Napoli, Italy.,Italian Society of Medical and Interventional Radiology (SIRM), SIRM Foundation, Via della Signora 2, Milan, 20122, Italy
| | - Sergio Venanzio Setola
- Division of Radiology, "Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli", Naples, Italy
| | - Roberta Galdiero
- Division of Radiology, "Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli", Naples, Italy
| | - Nicola Maggialetti
- Department of Medical Science, Neuroscience and Sensory Organs (DSMBNOS), University of Bari "Aldo Moro", Bari, 70124, Italy
| | - Renato Patrone
- Division of Epatobiliary Surgical Oncology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, Naples, 80131, Italy
| | - Alessandro Ottaiano
- Clinical Sperimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, Napoli, 80131, Italy
| | - Guglielmo Nasti
- Clinical Sperimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, Napoli, 80131, Italy
| | - Lucrezia Silvestro
- Clinical Sperimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, Napoli, 80131, Italy
| | - Antonio Cassata
- Clinical Sperimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, Napoli, 80131, Italy
| | - Francesca Grassi
- Division of Radiology, "Università degli Studi della Campania Luigi Vanvitelli", Naples, 80138, Italy
| | - Antonio Avallone
- Clinical Sperimental Abdominal Oncology Unit, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, Napoli, 80131, Italy
| | - Francesco Izzo
- Division of Epatobiliary Surgical Oncology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, Naples, 80131, Italy
| | - Antonella Petrillo
- Division of Radiology, "Istituto Nazionale Tumori IRCCS Fondazione Pascale - IRCCS di Napoli", Naples, Italy
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23
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The Impact of KRAS Status on the Required Surgical Margin Width for Colorectal Liver Metastasis Resection. J Clin Med 2023; 12:jcm12062313. [PMID: 36983314 PMCID: PMC10051553 DOI: 10.3390/jcm12062313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/09/2023] [Accepted: 03/15/2023] [Indexed: 03/18/2023] Open
Abstract
Local recurrence after colorectal liver metastasis (CRLM) resection severely affects survival; however, the required surgical margin width remains controversial. This study investigated the impact of KRAS status on surgical margin width and local recurrence rate (LRR) post-CRLM resection. Overall, 146 resected CRLMs with KRAS status (wild-type KRAS (wtKRAS): 98, KRAS mutant (mKRAS): 48) were included. The LRR for each group, R1 (margin positive) and R0 (margin negative), was analyzed by KRAS status. R0 was further stratified into Ra (margin ≥ 5 mm) and Rb (margin < 5 mm). Patients with local recurrence had significantly worse 5-year overall survival than those without local recurrence (p = 0.0036). The mKRAS LRR was significantly higher than wtKRAS LRR (p = 0.0145). R1 resection resulted in significantly higher LRRs than R0 resection for both wtKRAS and mKRAS (p = 0.0068 and p = 0.0204, respectively), and while no significant difference was observed in the Ra and Rb LRR with wtKRAS, the Rb LRR with mKRAS (33.3%) was significantly higher than Ra LRR (5.9%) (p = 0.0289). Thus, R0 resection is sufficient for CRLM with wtKRAS; however, CRLM with mKRAS requires resection with a margin of at least 5 mm to prevent local recurrence.
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24
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Plúa-Muñiz K, Bailón-Cuadrado M, Pérez-Saborido B, Pacheco-Sánchez D, Pinto P, Asensio-Díaz E. Survival analysis and identification of prognostic factors in colorectal liver metastasis after liver resection. Cir Esp 2023; 101:160-169. [PMID: 36108955 DOI: 10.1016/j.cireng.2022.09.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Accepted: 01/25/2022] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Liver resection is the only curative treatment for colorectal liver metastasis. The identification of predictive factors leads to personalize patient management to enhance their long-term outcomes. This population-based study aimed to characterize factors associated with, and survival impact of patients who received hepatectomy for colorectal liver metastasis. METHODS A retrospective cohort study of all the hepatectomies for colorectal liver metastasis performed at third-level hospital of Spain (2010-2018) was conducted. The Kaplan-Meier method was used for survival analyses. Multivariable Cox and regression models were used to determine prognostic factors associated with overall survival. RESULTS The 5-year overall survival and disease-free survival were 42 and 33%, respectively. Survival analysis showed that metastasis features (number, largest size, distribution, and extrahepatic disease) and postsurgical factors (transfusion, major complications, and positive margin resection), as well as non-mutated KRAS, showed a significant association with survival. Otherwise, on multivariate analysis, only 5 independent risk factors were identified: major size metastasis >4 cm, RAS mutation, positive margin resection, intraoperative transfusion, and major complications. CONCLUSIONS According to our findings, major size metastasis >4 cm, intraoperative transfusion, and major postoperative complications continue to be traditional prognostic factors. Meanwhile, the KRAS biomarker has a powerful impact as a survival prognostic factor.
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Affiliation(s)
- Katherine Plúa-Muñiz
- Unidad de Cirugía Hepatobiliopancréatica, Hospital Universitario Río Hortega, Valladolid, Spain.
| | - Martín Bailón-Cuadrado
- Unidad de Cirugía Hepatobiliopancréatica, Hospital Universitario Río Hortega, Valladolid, Spain
| | - Baltasar Pérez-Saborido
- Unidad de Cirugía Hepatobiliopancréatica, Hospital Universitario Río Hortega, Valladolid, Spain
| | - David Pacheco-Sánchez
- Unidad de Cirugía Hepatobiliopancréatica, Hospital Universitario Río Hortega, Valladolid, Spain
| | - Pilar Pinto
- Unidad de Cirugía Hepatobiliopancréatica, Hospital Universitario Río Hortega, Valladolid, Spain
| | - Enrique Asensio-Díaz
- Unidad de Cirugía Hepatobiliopancréatica, Hospital Universitario Río Hortega, Valladolid, Spain
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25
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Ruff SM, Pawlik TM. A Review of Translational Research for Targeted Therapy for Metastatic Colorectal Cancer. Cancers (Basel) 2023; 15:cancers15051395. [PMID: 36900187 PMCID: PMC10000872 DOI: 10.3390/cancers15051395] [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: 01/20/2023] [Revised: 02/12/2023] [Accepted: 02/20/2023] [Indexed: 02/25/2023] Open
Abstract
Colorectal cancer is the third most common cause of cancer-related death in the United States, with 20% of patients presenting with metastatic disease at the time of diagnosis. Metastatic colon cancer is often treated with a combination of surgery, systemic therapy (chemotherapy, biologic therapy, immunotherapy), and/or regional therapy (hepatic artery infusion pumps). Utilizing the molecular and pathologic features of the primary tumor to tailor treatment for patients may improve overall survival. Rather than a "one size fits all" approach, a more nuanced treatment plan guided by the unique features of a patient's tumor and the tumor's microenvironment can more effectively treat the disease. Basic science work to elucidate new drug targets, understand mechanisms of evasion, and develop drugs and drug combinations is critical to inform clinical trials and identify novel, effective therapies for metastatic colorectal cancer. Through the lens of key targets for metastatic colorectal cancer, this review discusses how work in the basic science lab translates into clinical trials.
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26
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Cherri S, Melocchi L, Gandolfi L, Rossi G, Zaniboni A. Integrated Decision-Making in the Treatment of Colon-Rectal Cancer: The Case of KRAS-Mutated Tumors. Life (Basel) 2023; 13:395. [PMID: 36836752 PMCID: PMC9967356 DOI: 10.3390/life13020395] [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: 12/26/2022] [Revised: 01/24/2023] [Accepted: 01/28/2023] [Indexed: 02/04/2023] Open
Abstract
In recent years, precision medicine has taken an increasing place in various branches of medical oncology, including colorectal cancer. Among the potentially relevant mutations for this cancer is the KRAS mutation, initially defined as "untargetable"; today, we see the birth of new molecules that target one of the variants of the KRAS mutation, KRAS G12C, having a significant impact on the therapeutic options for other malignancies, such as metastatic lung cancer. This fundamental step forward has stimulated scientific research on other potential targets of KRAS, both indirect and direct, and combination treatments aiming to overcome the mechanisms of resistance to these drugs that decrease in efficacy in colorectal cancer. What was once a negative predictive marker of response to anti-EGFR drugs today has become a potential target for targeted treatments. In turn, the prognostic role of the mutation has become extremely interesting, making it a potentially useful element in therapeutic decision-making, not only regarding oncological treatments but also in a more complex and complete manner within a global vision of the patient, involving other figures on the multidisciplinary team, such as surgeons, radiotherapists, and interventional radiologists.
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Affiliation(s)
- Sara Cherri
- Department of Clinical Oncology, Fondazione Poliambulanza, 25124 Brescia, Italy
| | - Laura Melocchi
- Department of Anatomical Pathology, Fondazione Poliambulanza, 25124 Brescia, Italy
| | - Laura Gandolfi
- Department of Anatomical Pathology, Fondazione Poliambulanza, 25124 Brescia, Italy
| | - Giulio Rossi
- Department of Anatomical Pathology, Fondazione Poliambulanza, 25124 Brescia, Italy
| | - Alberto Zaniboni
- Department of Clinical Oncology, Fondazione Poliambulanza, 25124 Brescia, Italy
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27
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Survival by Number and Sites of Resections of Recurrence after First Curative Resection of Colorectal Liver Metastases. J Gastrointest Surg 2022; 26:2503-2511. [PMID: 36127553 DOI: 10.1007/s11605-022-05456-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 08/06/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND Recurrence after curative hepatectomy for colorectal liver metastases (CRLM) is common. We sought to determine if number and sites of resections of recurrence after hepatectomy for CRLM impact survival. METHODS The study included patients who underwent resection of recurrence following complete curative-intent resection of CRLM during 1998-2016 at two academic medical centers in Houston, USA, and Rome, Italy. The survival impacts of number and sites of resections of recurrence were evaluated. Patients with synchronous extrahepatic disease at curative CRLM resection were excluded. RESULTS Among 2163 patients who underwent curative hepatectomy, 1456 (67.3%) developed a recurrence. Four hundred seventy-eight patients underwent one (322/478; 67.4%) or two or more (156/478; 32.6%) resections of recurrence. The 5-year overall survival (OS) rate was higher in patients with resected than unresected recurrence (70.2% vs. 24.0%; p < 0.001). In patients who underwent only one resection of recurrence, the 5-year OS rate differed by location (lung, 81.6%; liver, 64.3%; other, 54.1%). In patients who underwent two or more resections of recurrence, the 5-year OS rate was similar for liver-only resection (87.5%) and resection of liver and other sites (66.1%) (p = 0.223) and for liver-only resection and other-sites-only resection (80.7%) (p = 0.258); 5-year OS rate by site of first resection of recurrence did not differ between liver (78.5%) and lung (81.8%) (p = 0.502) but was worse for other sites (61.1%) than for lung (p = 0.045). CONCLUSION When recurrence after initial CRLM resection is resectable, the ability to undergo resection was associated with improved survival and can be considered as an option regardless of the number of recurrence and resection. Sites of resection of recurrence impact survival and should be considered.
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28
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Sakamoto K, Beppu T, Honda G, Kotake K, Yamamoto M, Takahashi K, Endo I, Hasegawa K, Itabashi M, Hashiguchi Y, Kotera Y, Kobayashi S, Yamaguchi T, Natsume S, Tabuchi K, Kobayashi H, Yamaguchi K, Tani K, Morita S, Miyazaki M, Sugihara K. Comprehensive data of 4502 patients newly diagnosed with colorectal liver metastasis between 2015 and 2017, and prognostic data of 2427 patients newly diagnosed with colorectal liver metastasis in 2013 and 2014: Third report of a nationwide survey in Japan. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2022; 30:570-590. [DOI: 10.1002/jhbp.1252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 08/18/2022] [Accepted: 09/14/2022] [Indexed: 11/06/2022]
Affiliation(s)
- Katsunori Sakamoto
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Hepato‐Biliary‐Pancreatic and Breast Surgery Ehime University Graduate School of Medicine Toon Ehime Japan
| | - Toru Beppu
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery Yamaga City Medical Center Kumamoto Japan
| | - Goro Honda
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery, Institute of Gastroenterology Tokyo Women's Medical University Shinjuku‐ku, Tokyo Japan
| | - Kenjiro Kotake
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery Sano City Hospital Sano Tochigi Japan
| | - Masakazu Yamamoto
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery Utsunomiya Memorial Hospital Utsunomiya Tochigi Japan
| | - Keiichi Takahashi
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery Tokyo Metropolitan Health and Hospitals Corporation Ohkubo Hospital Shinjuku‐ku, Tokyo Japan
| | - Itaru Endo
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Gastroenterological Surgery Yokohama City University Graduate School of Medicine Yokohama Kanagawa Japan
| | - Kiyoshi Hasegawa
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery, Hepato‐Biliary‐Pancreatic Surgery Division, Graduate School of Medicine The University of Tokyo Bunkyo‐ku, Tokyo Japan
| | - Michio Itabashi
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery, Institute of Gastroenterology Tokyo Women's Medical University Shinjuku‐ku, Tokyo Japan
| | - Yojiro Hashiguchi
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery Teikyo University School of Medicine Itabashi‐ku, Tokyo Japan
| | - Yoshihito Kotera
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery, Institute of Gastroenterology Tokyo Women's Medical University Shinjuku‐ku, Tokyo Japan
| | - Shin Kobayashi
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Hepatobiliary and Pancreatic Surgery National Cancer Center Hospital East Kashiwa‐shi Chiba Japan
| | - Tatsuro Yamaguchi
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital Bunkyo‐ku, Tokyo Japan
| | - Soichiro Natsume
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital Bunkyo‐ku, Tokyo Japan
| | - Ken Tabuchi
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Pediatrics Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital Bunkyo‐ku, Tokyo Japan
| | - Hirotoshi Kobayashi
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery Teikyo University Hospital Kawasaki Kanagawa Japan
| | - Kensei Yamaguchi
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Gastrointestinal Chemotherapy Cancer Institute Hospital of Japanese Foundation for Cancer Research Koto‐ku, Tokyo Japan
| | - Kimitaka Tani
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Surgery, Institute of Gastroenterology Tokyo Women's Medical University Shinjuku‐ku, Tokyo Japan
| | - Satoshi Morita
- Joint Committee for Nationwide Survey on Colorectal Liver Metastasis Bunkyo‐ku, Tokyo Japan
- Department of Biomedical Statistics and Bioinformatics Graduate School of Medicine, Kyoto University Sakyo‐ku, Kyoto Japan
| | - Masaru Miyazaki
- International University of Health and Welfare Narita Hospital Minato‐ku, Tokyo Japan
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Crutcher MM, Snook AE, Waldman SA. Overview of predictive and prognostic biomarkers and their importance in developing a clinical pharmacology treatment plan in colorectal cancer patients. Expert Rev Clin Pharmacol 2022; 15:1317-1326. [PMID: 36259230 PMCID: PMC9847576 DOI: 10.1080/17512433.2022.2138339] [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: 04/19/2022] [Accepted: 10/14/2022] [Indexed: 01/21/2023]
Abstract
INTRODUCTION Colorectal cancer (CRC) is the second most common cause of cancer-related death worldwide. Although overall survival for CRC patients has improved with earlier screening, survival continues to vary substantially across stages. Also, while the introduction of targeted therapies, including VEGF and EGFR inhibitors, has contributed to improving survival, better tools are needed to optimize patient selection and maximize therapeutic benefits. Emerging biomarkers can be used to guide pharmacologic decision-making, as well as monitor treatment response, clarify the need for adjuvant therapies, and indicate early signs of recurrence. This is a narrative review examining the current and evolving use of predictive and prognostic biomarkers in colorectal cancer. AREAS COVERED Areas covered include mutations of the MAPK (KRAS, BRAF) and HER2 pathways and their impacts on treatment decisions. In addition, novel methods for assessing tumor mutations and tracking treatment responses are examined. EXPERT OPINION The standard of care pathway for staging, and treatment selection and surveillance, of CRC will expand to include novel biomarkers in the next 5 years. It is anticipated that these new biomarkers will assist in decision-making regarding selection of targeted therapies and, importantly, in risk stratification for treatment decisions in patients at high risk for recurrence.
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Affiliation(s)
| | - Adam E. Snook
- Departmnet of Pharmacology & Experimental Therapeutics, Thomas Jefferson University, Philadelphia, PA 19107
- Department of Microbiology & Immunology, Thomas Jefferson University, Philadelphia, PA 19107
| | - Scott A. Waldman
- Departmnet of Pharmacology & Experimental Therapeutics, Thomas Jefferson University, Philadelphia, PA 19107
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Neoadjuvant Chemotherapy Followed by Radiofrequency Ablation May Be a New Treatment Modality for Colorectal Liver Metastasis: A Propensity Score Matching Comparative Study. Cancers (Basel) 2022; 14:cancers14215320. [PMID: 36358739 PMCID: PMC9654097 DOI: 10.3390/cancers14215320] [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: 09/26/2022] [Revised: 10/15/2022] [Accepted: 10/27/2022] [Indexed: 11/30/2022] Open
Abstract
Background: Most colorectal liver metastases (CRLM) are not candidates for liver resection. Radiofrequency ablation (RFA) plays a key role in selected CRLM patients. Neoadjuvant chemotherapy (NAC) followed by liver resection has been widely used for resectable CRLM. Whether NAC followed by radiofrequency ablation (RFA) can achieve a similar prognosis to NAC followed by hepatectomy remains is unclear. The present study aimed to provide a new treatment modality for CRLM patients. Methods: This comparative retrospective research selected CRLM patients from 2009 to 2022. They were divided into NAC + RFA group and NAC + hepatectomy group. The propensity score matching (PSM) was used to reduce bias. We used multivariate cox proportional hazards regression analysis to explore independent factors affecting prognosis. The primary study endpoint was the difference in the progression-free survival (PFS) between the two groups. Results: A total of 190 locally curable CRLM patients were in line with the inclusion criteria. A slight bias was detected in the comparison of basic clinical characteristics between the two groups. RFA showed a significant advantage in the length of hospital stay (median; 2 days vs. 7 days; p < 0.001). The 1- and 3-year PFS in the liver resection and the RFA groups was 57.4% vs. 86.9% (p < 0.001) and 38.8% vs. 55.3% (p = 0.035), respectively. The 1-year and 3-year OS in the liver resection and RFA groups was 100% vs. 96.7% (p = 0.191) and 73.8% vs. 73.6% (p = 0.660), respectively. Conclusions: NAC followed by RFA has rapid postoperative recovery, fewer complications, and better prognosis.
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Hewitt DB, Brown ZJ, Pawlik TM. The Role of Biomarkers in the Management of Colorectal Liver Metastases. Cancers (Basel) 2022; 14:cancers14194602. [PMID: 36230522 PMCID: PMC9559307 DOI: 10.3390/cancers14194602] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 09/17/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Colorectal cancer remains one of the most significant sources of cancer-related morbidity and mortality worldwide. The liver is the most common site of metastatic spread. Multiple modalities exist to manage and potentially cure patients with metastatic colorectal cancer. However, reliable biomarkers to assist with clinical decision-making are limited. Recent advances in genomic sequencing technology have greatly expanded our knowledge of colorectal cancer carcinogenesis and significantly reduced the cost and timing of the investigation. In this article, we discuss the current utility of biomarkers in the management of colorectal cancer liver metastases. Abstract Surgical management combined with improved systemic therapies have extended 5-year overall survival beyond 50% among patients with colorectal liver metastases (CRLM). Furthermore, a multitude of liver-directed therapies has improved local disease control for patients with unresectable CRLM. Unfortunately, a significant portion of patients treated with curative-intent hepatectomy develops disease recurrence. Traditional markers fail to risk-stratify and prognosticate patients with CRLM appropriately. Over the last few decades, advances in molecular sequencing technology have greatly expanded our knowledge of the pathophysiology and tumor microenvironment characteristics of CRLM. These investigations have revealed biomarkers with the potential to better inform management decisions in patients with CRLM. Actionable biomarkers such as RAS and BRAF mutations, microsatellite instability/mismatch repair status, and tumor mutational burden have been incorporated into national and societal guidelines. Other biomarkers, including circulating tumor DNA and radiomic features, are under active investigation to evaluate their clinical utility. Given the plethora of therapeutic modalities and lack of evidence on timing and sequence, reliable biomarkers are needed to assist clinicians with the development of patient-tailored management plans. In this review, we discuss the current evidence regarding biomarkers for patients with CRLM.
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Margonis GA, Vauthey J. Precision surgery for colorectal liver metastases: Current knowledge and future perspectives. Ann Gastroenterol Surg 2022; 6:606-615. [PMID: 36091304 PMCID: PMC9444843 DOI: 10.1002/ags3.12591] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 06/05/2022] [Indexed: 11/08/2022] Open
Abstract
Precision surgery for colorectal liver metastases (CRLM) includes optimal selection of both the patient and surgery. Initial attempts of using clinical risk scores to identify patients for whom technically feasible surgery is oncologically futile failed. Since then, patient selection for single-stage hepatectomy followed three distinct approaches, all of which incorporated biomarkers. The BRAF V600E mutation, the G12V KRAS variant, and the triple mutation of RAS, TP53, and SMAD4 appear to be the most promising, but none can be used in isolation to deny surgery in otherwise resectable cases. Combining biomarkers with clinicopathologic factors that predict poor prognosis may be used to select patients for surgery, but external validation and matched analyses with medically treated counterparts are needed. Patient selection for special surgical procedures (two-stage hepatectomy [TSH], Associating Liver Partition and Portal vein Ligation for staged hepatectomy [ALPPS], and liver transplant [LT]) has been recently refined. Specifically, BRAF mutations and right-sided laterality have been proposed as separate contraindications to LT. A similar association of right-sided laterality, particularly when combined with RAS mutations, with very poor outcomes has been observed for ALPPS and has been suggested as a biologic contraindication. Data are scarce for TSH but RAS mutations may portend very poor survival following TSH completion. The selection of the best single-stage hepatectomy (optimal margin and type of resection) based on biomarkers remains debated, although there is some evidence that RAS may play a significant role. Lastly, although there are currently no criteria to select among the three special techniques based on their efficacy or appropriateness in different settings, RAS mutational status may be used to select patients for TSH, while right-sided tumor in conjunction with a RAS mutation may be a contraindication to LT and ALPPS.
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Affiliation(s)
- Georgios Antonios Margonis
- Department of SurgeryMemorial Sloan Kettering Cancer CenterNew YorkNew YorkUSA
- Department of General and Visceral SurgeryCharité Campus Benjamin FranklinBerlinGermany
| | - Jean‐Nicolas Vauthey
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
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Riesco-Martinez MC, Modrego A, Espinosa-Olarte P, La Salvia A, Garcia-Carbonero R. Perioperative Chemotherapy for Liver Metastasis of Colorectal Cancer: Lessons Learned and Future Perspectives. Curr Treat Options Oncol 2022; 23:1320-1337. [PMID: 35980520 DOI: 10.1007/s11864-022-01008-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/01/2022] [Indexed: 11/27/2022]
Abstract
OPINION STATEMENT Colorectal cancer (CRC) is a major public health problem and the 2nd leading-cause of cancer-related death worldwide. Around 30% of patients present with metastatic disease and 50% of those with early disease will eventually relapse. The metastatic spread occurs mainly to the liver, which is the exclusive site in 30-40% of the cases. Surgery is the main curative option for liver recurrence, but only one out of five patients are eligible for resection. Moreover, even if surgery is feasible, recurrence rate is high, occurring in up to 75% of patients. Therefore, additional treatment to improve these disappointing outcomes has been sought. Adjuvant and perioperative chemotherapy aim to eradicate early micrometastatic disease, decreasing recurrence rates, and improving survival outcomes. Different chemotherapy regimens, mainly extrapolated from the adjuvant experience, have showed conflicting results, with improvements in disease free but not in overall survival. The addition of targeted therapies to chemotherapy has improved response rates and resectability when administered preoperatively, but did not have an impact on survival in the adjuvant setting. There is a need to critically synthetize the available evidence on perioperative and conversion therapy from the past years, and appraise areas of current research and potential future directions.
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Affiliation(s)
- Maria C Riesco-Martinez
- Medical Oncology Department, Hospital Universitario 12 de Octubre, imas 12, UCM, Avda Cordoba km 5.4, 28041, Madrid, Spain
| | - Andrea Modrego
- Medical Oncology Department, Hospital Universitario 12 de Octubre, imas 12, UCM, Avda Cordoba km 5.4, 28041, Madrid, Spain
| | - Paula Espinosa-Olarte
- Medical Oncology Department, Hospital Universitario 12 de Octubre, imas 12, UCM, Avda Cordoba km 5.4, 28041, Madrid, Spain
| | - Anna La Salvia
- Medical Oncology Department, Hospital Universitario 12 de Octubre, imas 12, UCM, Avda Cordoba km 5.4, 28041, Madrid, Spain
| | - Rocio Garcia-Carbonero
- Medical Oncology Department, Hospital Universitario 12 de Octubre, imas 12, UCM, Avda Cordoba km 5.4, 28041, Madrid, Spain.
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Impact of anatomical liver resection on patient survival in KRAS-wild-type colorectal liver metastasis: A multicenter retrospective study. Surgery 2022; 172:1133-1140. [PMID: 35965146 DOI: 10.1016/j.surg.2022.05.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 05/10/2022] [Accepted: 05/12/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND Liver resection is a standard therapy for colorectal liver metastasis. However, the impact of anatomical resection and nonanatomical resection on the survival in patients with Kirsten rat sarcoma-wild-type and Kirsten rat sarcoma-mutated colorectal liver metastasis remain unclear. We investigated whether anatomical resection versus nonanatomical resection improves survival in colorectal liver metastasis stratified by Kirsten rat sarcoma mutational status. METHODS Among 639 consecutive patients with colorectal liver metastasis who underwent primary liver resection between January 2008 and December 2017, 349 patients were excluded due to their unknown Kirsten rat sarcoma mutational status, or due to receiving anatomical resection with concomitant non-anatomical resection, radiofrequency, or R2 resection. Accordingly, 290 patients with colorectal liver metastasis were retrospectively assessed. The relationships between resection types and survival were investigated in Kirsten rat sarcoma-wild-type and -mutated groups. RESULTS Anatomical resection was performed in 77/186 (41%) and 44/104 (42%) patients with Kirsten rat sarcoma-wild-type and Kirsten rat sarcoma-mutated genetic statuses, respectively. For both, the clinical-pathologic factors were comparable, except a larger maximum tumor size and surgical margin were observed in anatomical resection cases. Anatomical resection patients had significantly longer recurrence-free survival and overall survival than nonanatomical resection cases in the Kirsten rat sarcoma-wild-type group (recurrence-free survival, P < .001; overall survival, P = .005). No significant recurrence-free survival or overall survival differences were observed between Kirsten rat sarcoma-mutated anatomical resection and non-anatomical resection (recurrence-free survival, P = .132; overall survival, P = .563). Although, intrahepatic recurrence in Kirsten rat sarcoma-wild-type and -mutated colorectal liver metastasis was comparable (P = .973), extrahepatic recurrence was increased in Kirsten rat sarcoma-mutated versus -wild-type colorectal liver metastasis (P < .001). CONCLUSION In contrast to Kirsten rat sarcoma-mutated colorectal liver metastasis with higher extrahepatic recurrence after liver resection, local liver control via anatomical resection improved the postoperative survival in patients with Kirsten rat sarcoma-wild-type colorectal liver metastasis.
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A multicenter phase II trial evaluating the efficacy of bevacizumab plus mFOLFOX6 for R0 surgical resection in advanced colorectal liver metastases harboring mutant-type KRAS: NEXTO-mt trial. HPB (Oxford) 2022; 24:1245-1251. [PMID: 35216869 DOI: 10.1016/j.hpb.2022.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 01/13/2022] [Accepted: 02/02/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND The effect of bevacizumab plus mFOLFOX6 on downsizing of liver metastases for curative resection has not been well assessed for patients with advanced colorectal liver metastases (CRLMs). This multicenter phase II trial aimed to examine the efficacy and safety of bevacizumab plus mFOLFOX6 for advanced CRLMs harboring mutant-type KRAS. METHODS Patients with advanced CRLMs (tumor number of ≥5 and/or technically unresectable) harboring mutant-type KRAS were included. Surgical indication was evaluated every 4 cycles of bevacizumab plus mFOLFOX6. Liver resection was planned if the CRLMs were resectable. The primary endpoint was R0 resection rate. The secondary endpoints included overall survival (OS), recurrence-free survival, progression-free survival, and safety. RESULTS Between 2013 and 2017, 29 patients from six centers were registered. The rates of complete and partial responses were 0% and 62.1%, respectively. R0 and R1 resections were performed in 19 and 1 patient, respectively (R0 resection rate: 65.5%). No mortality occurred. During the median follow-up of 30.7 months, the 3-year OS rate for all the patients was 64.4% with the median survival of 49.1 months. CONCLUSION For advanced CRLMs harboring mutant-type KRAS, bevacizumab plus mFOLFOX6 achieved a high R0 resection rate, leading to favorable survival.
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Dias Carvalho P, Martins F, Mendonça S, Ribeiro A, Machado AL, Carvalho J, Oliveira MJ, Velho S. Mutant KRAS modulates colorectal cancer cells invasive response to fibroblast‐secreted factors through the HGF/C‐MET axis. Int J Cancer 2022; 151:1810-1823. [DOI: 10.1002/ijc.34225] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 07/07/2022] [Accepted: 07/19/2022] [Indexed: 11/06/2022]
Affiliation(s)
- Patrícia Dias Carvalho
- i3S ‐ Instituto de Investigação e Inovação em Saúde, Universidade do Porto Portugal
- IPATIMUP – Instituto de Patologia e Imunologia Molecular da Universidade do Porto Porto Portugal
- ICBAS ‐ Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto Porto Portugal
| | - Flávia Martins
- i3S ‐ Instituto de Investigação e Inovação em Saúde, Universidade do Porto Portugal
- IPATIMUP – Instituto de Patologia e Imunologia Molecular da Universidade do Porto Porto Portugal
- Department of Pathology FMUP – Faculty of Medicine of the University of Porto Porto Portugal
| | - Susana Mendonça
- i3S ‐ Instituto de Investigação e Inovação em Saúde, Universidade do Porto Portugal
- IPATIMUP – Instituto de Patologia e Imunologia Molecular da Universidade do Porto Porto Portugal
- Department of Pathology FMUP – Faculty of Medicine of the University of Porto Porto Portugal
| | - Andreia Ribeiro
- i3S ‐ Instituto de Investigação e Inovação em Saúde, Universidade do Porto Portugal
- IPATIMUP – Instituto de Patologia e Imunologia Molecular da Universidade do Porto Porto Portugal
| | - Ana Luísa Machado
- i3S ‐ Instituto de Investigação e Inovação em Saúde, Universidade do Porto Portugal
- IPATIMUP – Instituto de Patologia e Imunologia Molecular da Universidade do Porto Porto Portugal
- Department of Pathology FMUP – Faculty of Medicine of the University of Porto Porto Portugal
- Ciências Químicas e das Biomoléculas, Centro de Investigação em Saúde e Ambiente, Escola Superior de Saúde do Porto, Instituto Politécnico do Porto Porto Portugal
| | - Joana Carvalho
- i3S ‐ Instituto de Investigação e Inovação em Saúde, Universidade do Porto Portugal
- IPATIMUP – Instituto de Patologia e Imunologia Molecular da Universidade do Porto Porto Portugal
| | - Maria José Oliveira
- i3S ‐ Instituto de Investigação e Inovação em Saúde, Universidade do Porto Portugal
- INEB – Institute of Biomedical Engineering, University of Porto Porto Portugal
| | - Sérgia Velho
- i3S ‐ Instituto de Investigação e Inovação em Saúde, Universidade do Porto Portugal
- IPATIMUP – Instituto de Patologia e Imunologia Molecular da Universidade do Porto Porto Portugal
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Flood MP, Jain A, Mitchell C, Hewitt C, Ramsay R, Michael M, Heriot AG, Tie J. The impact of molecular and mismatch repair status on the survival outcomes of surgically treated patients with colorectal peritoneal metastases. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2022; 48:2218-2225. [PMID: 35750576 DOI: 10.1016/j.ejso.2022.06.014] [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: 03/15/2022] [Revised: 05/29/2022] [Accepted: 06/08/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Stratification of patients with colorectal peritoneal metastases (CRPM) using RAS/BRAF mutational status may refine patient selection for cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC). This study aimed to analyse the association of RAS/BRAF status and their variants, with clinicopathological variables and survival outcomes in patients who have undergone CRS ± HIPEC. METHODS A single centre, peritonectomy database was interrogated for patients with CRPM who underwent peritonectomy procedures between 2010 and 2020. RESULTS During the study period, 174 patients were included. Molecular status was obtained on 169 patients, with 68 (40.5%) KRAS, 25 (14.8%) BRAF and 6 (3.6%) NRAS mutations detected. Patients with BRAF mutations were more likely to be mismatch repair deficient (dMMR) (BRAF 20%, KRAS 4.4%, wild type 8.6%, p = 0.015). Most common BRAF and KRAS variants were, V600E (80%) and G12D (39.7%), respectively. BRAF V600E was independently associated with worse overall (median: 28 months, multivariate: HR 2.29, p = 0.026) and disease-free survival (median: 8 months, multivariate: HR 1.8, p = 0.047). KRAS G12V was a strong prognostic factor associated with disease-free survival (median: 9 months, HR 2.63, p = 0.016). dMMR patients (14/161, 8.7%) exhibited worse median overall survival compared to those with proficient MMR (dMMR 27 months, pMMR 29 months p = 0.025). CONCLUSION This study highlights the importance of molecular analysis in CRPM stratification. BRAF V600E mutations predict poor outcomes post CRS and HIPEC and may help refine patient selection for this procedure. Molecular analysis should be performed preoperatively to characterise prognosis and guide perioperative therapeutic options.
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Affiliation(s)
- Michael P Flood
- Peter MacCallum Cancer Centre, Division of Surgical Oncology, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Australia.
| | - Anshini Jain
- Peter MacCallum Cancer Centre, Division of Surgical Oncology, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Australia
| | - Catherine Mitchell
- Peter MacCallum Cancer Centre, Department of Molecular Pathology, Australia
| | - Chelsee Hewitt
- Peter MacCallum Cancer Centre, Department of Molecular Pathology, Australia
| | - Robert Ramsay
- Peter MacCallum Cancer Centre, Division of Surgical Oncology, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Australia
| | - Michael Michael
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Australia; Peter MacCallum Cancer Centre, Division of Medical Oncology, Australia
| | - Alexander G Heriot
- Peter MacCallum Cancer Centre, Division of Surgical Oncology, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Australia
| | - Jeanne Tie
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Australia; Peter MacCallum Cancer Centre, Division of Medical Oncology, Australia
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Hori Y, Seo S, Yoh T, Ueno K, Morino K, Toda R, Nishio T, Koyama Y, Fukumitsu K, Ishii T, Hata K, Masui T, Taura K, Hatano E. Impact of Preoperative CEA Uptrend on Survival Outcomes in Patients with Colorectal Liver Metastasis After Hepatectomy. Ann Surg Oncol 2022; 29:6745-6754. [PMID: 35691953 DOI: 10.1245/s10434-022-11973-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 05/16/2022] [Indexed: 12/17/2022]
Abstract
BACKGROUND Preoperative carcinoembryonic antigen (CEA) has been reported as a prognostic factor in patients with colorectal liver metastasis (CRLM) after hepatectomy. However, the impact of a preoperative "CEA uptrend" on prognosis after hepatectomy in these patients remains unknown. This study assessed the impact of CEA uptrend on prognosis in patients undergoing hepatectomy for CRLM. METHODS Consecutive patients with CRLM who underwent hepatectomy between 2009 and 2018 were retrospectively analyzed. Patients with CRLM for whom CEA was measured both around 1 month before (CEA-1m) and within 3 days (CEA-3d) before hepatectomy were enrolled. A CEA-3d higher than both the upper limit of normal (5 ng/ml) and CEA-1m was defined as a CEA uptrend. RESULTS Study participants comprised 212 patients with CRLM. Of these, 88 patients (41.5%) showed a CEA uptrend. CEA uptrend indicated better discriminatory ability (corrected Akaike information criteria, 733.72) and homogeneity (likelihood ratio chi-square value, 18.80) than CEA-3d or CEA-1m. Patients with CEA uptrend showed poorer overall survival than those without CEA uptrend (p < 0.001). After adjusting for known prognostic factors, the prognostic significance of CEA uptrend retained (hazard ratio 2.63, 95% confidence interval 1.63-4.26, p < 0.001). In subgroup analyses, the prognostic significance of CEA uptrend was retained irrespective of the status of RAS mutation or response to preoperative chemotherapy. CONCLUSIONS CEA uptrend offers better prediction of survival outcomes than conventional CEA measurements in patients undergoing hepatectomy for CRLM.
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Affiliation(s)
- Yutaro Hori
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Satoru Seo
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
| | - Tomoaki Yoh
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kentaro Ueno
- Department of Biomedical Statistics and Bioinformatics, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Koshiro Morino
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Rei Toda
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Takahiro Nishio
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yukinori Koyama
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Ken Fukumitsu
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Takamichi Ishii
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Koichiro Hata
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Toshihiko Masui
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kojiro Taura
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Etsuro Hatano
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
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Ytrrium-90 transarterial radioembolization in patients with gastrointestinal malignancies. Clin Transl Oncol 2022; 24:796-808. [PMID: 35013882 DOI: 10.1007/s12094-021-02745-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2021] [Accepted: 11/29/2021] [Indexed: 10/19/2022]
Abstract
Transarterial radioembolization (TARE) with yttrium-90 (Y90) is a promising alternative strategy to treat liver tumors and liver metastasis from colorectal cancer (CRC), as it selectively delivers radioactive isotopes to the tumor via the hepatic artery, sparring surrounding liver tissue. The landscape of TARE indications is constantly evolving. This strategy is considered for patients with hepatocellular carcinoma (HCC) with liver-confined disease and preserved liver function in whom neither TACE nor systemic therapy is possible. In patients with liver metastases from CRC, TARE is advised when other chemotherapeutic options have failed. Recent phase III trials have not succeeded to prove benefit in overall survival; however, it has helped to better understand the patients that may benefit from TARE based on subgroup analysis. New strategies and treatment combinations are being investigated in ongoing clinical trials. The aim of this review is to summarize the clinical applications of TARE in patients with gastrointestinal malignancies.
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Liu JM, Wang YY, Liu W, Xu D, Wang K, Xing BC. Long disease-free interval diminishes the prognostic value of primary tumor stage for patients with colorectal cancer liver metastases. HPB (Oxford) 2022; 24:737-748. [PMID: 35123859 DOI: 10.1016/j.hpb.2021.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 08/30/2021] [Accepted: 10/11/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND It is assumed that the impact of primary tumor stage (PTS) on prognosis gradually weakens with increasing disease-free interval (DFI) from colorectal cancer resection to liver metastases. METHODS Data from 733 patients undergoing hepatectomy in the Hepato-pancreato-biliary Surgery Department I of Peking University Cancer Hospital were retrospectively analyzed. Early and late metastases were defined as DFI ≤ and >12 months, respectively. RESULTS In early metastases group, patients with T4 stage had a significantly worse recurrence-free survival (RFS) and overall survival (OS) than those with T1-3 stage (P = 0.002 and P < 0.001, respectively). Patients with N1-2 stage disease also demonstrated a worse RFS and OS than those with N0 stage (P = 0.006 and P = 0.007, respectively). In late metastases group, patients with T4 and T1-3 stages as well as patients with N1-2 and N0 stages, had comparable RFS (P = 0.395 and P = 0.996, respectively) and OS (P = 0.387 and P = 0.684, respectively). T and N stages were independent prognostic predictors only in patients with early metastases. CONCLUSION The impact of PTS on prognosis is diminished with increasing DFI and limited only to patients with early metastases.
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Affiliation(s)
- Jia-Ming Liu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Hepatopancreatobiliary Surgery Department I, Peking University Cancer Hospital & Institute, 52 Fucheng Road, Haidian District, Beijing 100142, China
| | - Yan-Yan Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Hepatopancreatobiliary Surgery Department I, Peking University Cancer Hospital & Institute, 52 Fucheng Road, Haidian District, Beijing 100142, China
| | - Wei Liu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Hepatopancreatobiliary Surgery Department I, Peking University Cancer Hospital & Institute, 52 Fucheng Road, Haidian District, Beijing 100142, China
| | - Da Xu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Hepatopancreatobiliary Surgery Department I, Peking University Cancer Hospital & Institute, 52 Fucheng Road, Haidian District, Beijing 100142, China
| | - Kun Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Hepatopancreatobiliary Surgery Department I, Peking University Cancer Hospital & Institute, 52 Fucheng Road, Haidian District, Beijing 100142, China
| | - Bao-Cai Xing
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Hepatopancreatobiliary Surgery Department I, Peking University Cancer Hospital & Institute, 52 Fucheng Road, Haidian District, Beijing 100142, China.
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Choi M, Han DH, Choi JS, Choi GH. Can the presence of KRAS mutations guide the type of liver resection during simultaneous resection of colorectal liver metastasis? Ann Hepatobiliary Pancreat Surg 2022; 26:125-132. [PMID: 35431183 PMCID: PMC9136426 DOI: 10.14701/ahbps.21-127] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 01/03/2022] [Accepted: 01/14/2022] [Indexed: 12/03/2022] Open
Abstract
Backgrounds/Aims It is generally accepted that non-anatomical resection (NAR) in colorectal liver metastasis (CRLM) has comparable safety and efficacy compared to anatomical resection (AR); however, there are reports that AR may have better outcomes in KRAS mutated CRLM. This study aimed to determine the effects of KRAS mutations and surgical techniques on survival outcomes in CRLM patients. Methods Two hundred fifty patients who underwent hepatic resection of CRLM with known KRAS mutational status between 2007 and 2018 were analyzed. A total of 94 KRAS mutated CRLM and 156 KRAS wild-type CRLM were subdivided by surgical approach and compared for short- and long-term outcomes. Results In both KRAS wild-type and mutated type, there was no difference in estimated blood loss, postoperative complications, and 30-day mortality. There was no difference in disease-free survival (DFS) between AR and NAR in both groups (p = 0.326, p = 0.954, respectively). Finally, there was no difference in intrahepatic DFS between AR and NAR groups in both the KRAS groups (p = 0.165, p = 0.516, respectively). Conclusions The presence of KRAS mutation may not be a significant factor when deciding the approach in simultaneous resection of CRLM.
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Affiliation(s)
- Munseok Choi
- Department of Surgery, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Korea
| | - Dai Hoon Han
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jin Sub Choi
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Gi Hong Choi
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Newhook TE, Vauthey JN. Colorectal liver metastases: state-of-the-art management and surgical approaches. Langenbecks Arch Surg 2022; 407:1765-1778. [DOI: 10.1007/s00423-022-02496-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 03/10/2022] [Indexed: 02/06/2023]
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Nishioka Y, Paez-Arango N, Boettcher FO, Kawaguchi Y, Newhook TE, Chun YS, Tzeng CWD, Tran Cao HS, Lee JE, Vreeland TJ, Vauthey JN. Neither Surgical Margin Status nor Somatic Mutation Predicts Local Recurrence After R0-intent Resection for Colorectal Liver Metastases. J Gastrointest Surg 2022; 26:791-801. [PMID: 34725784 DOI: 10.1007/s11605-021-05173-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 09/04/2021] [Indexed: 01/31/2023]
Abstract
BACKGROUND We evaluated the associations of surgical margin status and somatic mutations with the incidence of local recurrence (LR) and oncologic outcomes in patients undergoing R0-intent (microscopically negative margin) resection of colorectal liver metastases (CLM). METHODS Patients with CLM who underwent initial R0-intent resection and analysis of tumor tissue using next-generation sequencing during 2001-2018 were analyzed. Recurrences were classified as LR (at the resection margin), other intrahepatic recurrence, or extrahepatic recurrence. Predictors and survival effect of LR were evaluated using univariate and multivariate analysis. RESULTS Of 552 patients analyzed, 415 (75%) had R0 resection (margin width ≥ 1.0 mm), and 38 (7%) had LR. LR incidence was not affected by surgical margin width. RAS/TP53 co-mutation was associated with increased risk of intrahepatic recurrence (67% vs. 49%; p < 0.001) and overall recurrence (p < 0.001). However, incidence of LR did not differ significantly by RAS/TP53, BRAF, SMAD4, or FBXW7 mutation. Extrahepatic disease (hazard ratio [HR], 1.47; p = 0.034), > 8 cycles of preoperative chemotherapy (HR, 1.98; p = 0.033), tumor viability ≥ 50% (HR, 1.55; p = 0.007), RAS/TP53 co-mutation (HR, 1.69; p = 0.001), and SMAD4 mutation (HR, 2.44; p < 0.001) were independently associated with poor overall survival, but surgical margin status was not. CONCLUSIONS Although somatic mutations were associated with overall recurrence, neither surgical margin width nor somatic mutations affected LR risk after R0-intent hepatectomy for CLM. LR and prognosis were likely driven by individual tumor biology rather than surgical margins.
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Affiliation(s)
- Yujiro Nishioka
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA
| | - Natalia Paez-Arango
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA
| | - Federico Oppliger Boettcher
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA
| | - Yoshikuni Kawaguchi
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA.,Hepato-Biliary-Pancreatic Surgery Division, Department of Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Timothy E Newhook
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA
| | - Yun Shin Chun
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA
| | - Ching-Wei D Tzeng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA
| | - Hop S Tran Cao
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA
| | - Jeffrey E Lee
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA
| | - Timothy J Vreeland
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA.,Department of Surgery, Brooke Army Medical Center, Ft. Sam Houston, San Antonio, TX, USA
| | - Jean-Nicolas Vauthey
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1484, Houston, TX, 77030, USA.
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Tang W, Liu Y, Ji M, Liu T, Chen Y, Zhuang A, Mao Y, Chang W, Wei Y, Ren L, Xu J. Association of RAS/BRAF Status and Prognosis of Metastatic Colorectal Cancer: Analysis of 1002 Consecutive Cases. Ann Surg Oncol 2022; 29:3593-3603. [PMID: 35301609 DOI: 10.1245/s10434-021-11302-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 12/20/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND This study aimed to analyze the association of RAS/BRAF status and the prognosis of patients with metastatic colorectal cancer (mCRC) based on multi-disciplinary team (MDT) treatment mode. METHODS The study retrospectively analyzed 1002 consecutive mCRC patients with different tumor RAS/BRAF status at Zhongshan Hospital Fudan University from April 2012 to December 2018. The association of RAS/BRAF status with clinicopathologic features and prognosis was analyzed. RESULTS The mutation rate was 42.3% (424/1002) for RAS and 5.0% (50/1002) for BRAF. The RAS and BRAF mutations were mutually exclusive of each other. An association of RAS/BRAF status with sex (P < 0.001), age (P = 0.021), primary tumor location (P < 0.001), pathologic type (P < 0.001), differentiation (P < 0.001), metastatic organ (P < 0.001), carcinoembryonic antigen (CEA) (P < 0.001), and cancer antigen (CA)19-9 (P < 0.001) was observed. Overall survival (OS) was better for the RAS/BRAF wild-type patients than for the RAS-mutant patients, whereas the BRAF-mutant patients had the worst OS (51.0 vs 34.9 vs 18.9 months; P < 0.001). Regardless of RAS/BRAF status, metastases resection significantly improved OS (64.0 vs. 21.3 months; P < 0.001). Among the initially unresectable patients, the RAS/BRAF wild-type patients had a better conversional resection rate (32.9% vs 19.1% vs 0; P < 0.001) and a better OS (33.8 vs 23.3 vs 13.2 months; P = 0.005) than the RAS- and BRAF-mutant patients. Similarly, among the initially resectable patients, the RAS/BRAF wild-type patients had a better OS than the RAS- or BRAF- mutant patients (not assessable vs 51.7 vs 35.4 months; P = 0.005). CONCLUSIONS This large-sample study showed that regardless of metastases resection or no resection, RAS and BRAF mutations were associated with a poor prognosis. Resection of metastases could bring survival benefits for patients regardless of RAS/BRAF status.
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Affiliation(s)
- Wentao Tang
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.,Shanghai Engineering Research Centre of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
| | - Yu Liu
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Meiling Ji
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.,Shanghai Engineering Research Centre of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
| | - Tianyu Liu
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.,Shanghai Engineering Research Centre of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
| | - Yijiao Chen
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Aobo Zhuang
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yihao Mao
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wenju Chang
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.,Shanghai Engineering Research Centre of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
| | - Ye Wei
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.,Shanghai Engineering Research Centre of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
| | - Li Ren
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China. .,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China. .,Shanghai Engineering Research Centre of Colorectal Cancer Minimally Invasive Technology, Shanghai, China.
| | - Jianmin Xu
- Colorectal Cancer Centre, Zhongshan Hospital, Fudan University, Shanghai, China. .,Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China. .,Shanghai Engineering Research Centre of Colorectal Cancer Minimally Invasive Technology, Shanghai, China.
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Morató O, Villamonte M, Sánchez-Velázquez P, Pueyo-Périz E, Grande L, Ielpo B, Rosso E, Anselmo A, Burdío F. KRAS Assessment Following ESMO Recommendations for Colorectal Liver Metastases. Is It Always Worth It? Healthcare (Basel) 2022; 10:healthcare10030472. [PMID: 35326950 PMCID: PMC8951263 DOI: 10.3390/healthcare10030472] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 02/27/2022] [Accepted: 03/01/2022] [Indexed: 12/24/2022] Open
Abstract
Background: Genetic evaluation is essential in assessing colorectal cancer (CRC) and colorectal liver metastasis (CRLM). The aim of this study was to determine the pragmatic value of KRAS on oncological outcomes after CRLM according to the ESMO recommendations and to query whether it is necessary to request KRAS testing in each situation. Methods: A retrospective cohort of 126 patients who underwent surgery for hepatic resection for CRLM between 2009 and 2020 were reviewed. The patients were divided into three categories: wild-type KRAS, mutated KRAS and impractical KRAS according to their oncological variables. The impractical (not tested) KRAS group included patients with metachronous tumours and negative lymph nodes harvested. Disease-free survival (DFS), overall survival (OS) and hepatic recurrence-free survival (HRFS) were calculated by the Kaplan–Meier method, and a multivariable analysis was conducted using the Cox proportional hazards regression model. Results: Of the 108 patients identified, 35 cases had KRAS wild-type, 50 cases had a KRAS mutation and the remaining 23 were classified as impractical KRAS. Significantly longer medians for OS, HRFS and DFS were found in the impractical KRAS group. In the multivariable analyses, the KRAS mutational gene was the only variable that was maintained through OS, HRFS and DFS. For HRFS (HR: 13.63; 95% confidence interval (CI): 1.35–100.62; p = 0.010 for KRAS), for DFS (HR: 10.06; 95% CI: 2.40–42.17; p = 0.002 for KRAS) and for OS (HR: 4.55%; 95% CI: 1.37–15.10; p = 0.013). Conclusion: Our study considers the possibility of unnecessary KRAS testing in patients with metachronous tumours and negative lymph nodes harvested. Combining the genetic mutational profile (i.e., KRAS in specific cases) with tumour characteristics helps patient selection and achieves the best prognosis after CRLM resection.
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Affiliation(s)
- Olga Morató
- Department of Surgery, Division of Hepato-Biliary and Pancreatic Surgery, Hospital del Mar, Medical Research Institute (IMIM), University Pompeu Fabra, 08003 Barcelona, Spain; (M.V.); (P.S.-V.); (E.P.-P.); (L.G.); (B.I.); (F.B.)
- Correspondence: ; Tel.: +34-93-2483000
| | - Maria Villamonte
- Department of Surgery, Division of Hepato-Biliary and Pancreatic Surgery, Hospital del Mar, Medical Research Institute (IMIM), University Pompeu Fabra, 08003 Barcelona, Spain; (M.V.); (P.S.-V.); (E.P.-P.); (L.G.); (B.I.); (F.B.)
| | - Patricia Sánchez-Velázquez
- Department of Surgery, Division of Hepato-Biliary and Pancreatic Surgery, Hospital del Mar, Medical Research Institute (IMIM), University Pompeu Fabra, 08003 Barcelona, Spain; (M.V.); (P.S.-V.); (E.P.-P.); (L.G.); (B.I.); (F.B.)
| | - Eva Pueyo-Périz
- Department of Surgery, Division of Hepato-Biliary and Pancreatic Surgery, Hospital del Mar, Medical Research Institute (IMIM), University Pompeu Fabra, 08003 Barcelona, Spain; (M.V.); (P.S.-V.); (E.P.-P.); (L.G.); (B.I.); (F.B.)
| | - Luís Grande
- Department of Surgery, Division of Hepato-Biliary and Pancreatic Surgery, Hospital del Mar, Medical Research Institute (IMIM), University Pompeu Fabra, 08003 Barcelona, Spain; (M.V.); (P.S.-V.); (E.P.-P.); (L.G.); (B.I.); (F.B.)
| | - Benedetto Ielpo
- Department of Surgery, Division of Hepato-Biliary and Pancreatic Surgery, Hospital del Mar, Medical Research Institute (IMIM), University Pompeu Fabra, 08003 Barcelona, Spain; (M.V.); (P.S.-V.); (E.P.-P.); (L.G.); (B.I.); (F.B.)
| | - Edoardo Rosso
- Unité des Maladies de l’Appareil Digestif et Endocrine, Department of Surgery and Robotics, Centre Hospitalier de Luxembourg, L-1210 Luxembourg, Luxembourg;
| | - Alessandro Anselmo
- HPB and Transplant Unit, Department of Surgery, Policlinico Tor Vergata, 00173 Rome, Italy;
| | - Fernando Burdío
- Department of Surgery, Division of Hepato-Biliary and Pancreatic Surgery, Hospital del Mar, Medical Research Institute (IMIM), University Pompeu Fabra, 08003 Barcelona, Spain; (M.V.); (P.S.-V.); (E.P.-P.); (L.G.); (B.I.); (F.B.)
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Plúa-Muñiz K, Bailón-Cuadrado M, Pérez-Saborido B, Pacheco-Sánchez D, Pinto P, Asensio-Díaz E. Análisis de supervivencia e identificación de factores pronósticos de metástasis hepáticas de cáncer colorrectal tras resección hepática. Cir Esp 2022. [DOI: 10.1016/j.ciresp.2022.01.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Improved Survival over Time After Resection of Colorectal Liver Metastases and Clinical Impact of Multigene Alteration Testing in Patients with Metastatic Colorectal Cancer. J Gastrointest Surg 2022; 26:583-593. [PMID: 34506029 DOI: 10.1007/s11605-021-05110-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 06/20/2021] [Indexed: 01/31/2023]
Abstract
BACKGROUND The past 20 years have seen advances in colorectal cancer management. We sought to determine whether survival in patients undergoing resection of colorectal liver metastases (CLM) has improved in association with three landmark advances: introduction of irinotecan- and/or oxaliplatin-containing regimens, molecular targeted therapy, and multigene alteration testing. METHODS Patients undergoing CLM resection during 1998-2014 were identified and grouped by resection year. The influence of alterations in RAS, TP53, and SMAD4 was evaluated and validated in an external cohort including patients with unresectable metastatic colorectal cancer. RESULTS Of 1961 patients, 1599 met the inclusion criteria. Irinotecan- and/or oxaliplatin-containing regimens and molecular targeted therapy were used for more than 50% of patients starting in 2001 and starting in 2006, respectively, so patients were grouped as undergoing resection during 1998-2000, 2001-2005, or 2006-2014. Liver resectability indications expanded over time. The 5-year overall survival (OS) rate was significantly better in 2006-2014, vs. 2001-2005 (56.5% vs. 44.1%, P < 0.001). RAS alteration was associated with worse 5-year OS than RAS wild-type (44.8% vs. 63.3%, P < 0.001). However, OS did not differ significantly between patients with RAS alteration and wild-type TP53 and SMAD4 and patients with RAS wild-type in our cohort (P = 0.899) or the external cohort (P = 0.932). Of 312 patients with genetic sequencing data, 178 (57.1%) had clinically actionable alterations. CONCLUSION OS after CLM resection has improved with advances in medical therapy and surgical technique. Multigene alteration testing is useful for prognostication and identification of potential therapeutic targets.
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Meta-analysis on prognostic value of KRAS mutation in resected mass-forming cholangiocarcinoma. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2022; 48:1455-1463. [PMID: 35317947 DOI: 10.1016/j.ejso.2022.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 02/14/2022] [Accepted: 03/08/2022] [Indexed: 11/22/2022]
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49
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Li Y, Gong J, Shen X, Li M, Zhang H, Feng F, Tong T. Assessment of Primary Colorectal Cancer CT Radiomics to Predict Metachronous Liver Metastasis. Front Oncol 2022; 12:861892. [PMID: 35296011 PMCID: PMC8919043 DOI: 10.3389/fonc.2022.861892] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 02/07/2022] [Indexed: 12/18/2022] Open
Abstract
ObjectivesTo establish and validate a machine learning-based CT radiomics model to predict metachronous liver metastasis (MLM) in patients with colorectal cancer.MethodsIn total, 323 patients were retrospectively recruited from two independent institutions to develop and evaluate the CT radiomics model. Then, 1288 radiomics features were extracted to decode the imaging phenotypes of colorectal cancer on CT images. The optimal radiomics features were selected using a recursive feature elimination selector configured by a support vector machine. To reduce the bias caused by an unbalanced dataset, the synthetic minority oversampling technique was applied to resample the minority samples in the datasets. Then, both radiomics and clinical features were used to train the multilayer perceptron classifier to develop two classification models. Finally, a score-level fusion model was developed to further improve the model performance.ResultsThe area under the curve (AUC) was 0.78 ± 0.07 for the tumour feature model and 0.79 ± 0.08 for the clinical feature model. The fusion model achieved the best performance, with AUCs of 0.79 ± 0.08 and 0.72 ± 0.07 in the internal and external validation cohorts.ConclusionsRadiomics models based on baseline colorectal contrast-enhanced CT have high potential for MLM prediction. The fusion model combining radiomics and clinical features can provide valuable biomarkers to identify patients with a high risk of colorectal liver metastases.
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Affiliation(s)
- Yue Li
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jing Gong
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xigang Shen
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Menglei Li
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Huan Zhang
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Feng Feng
- Department of Radiology, Affiliated Tumor Hospital of Nantong University, Nantong, China
- *Correspondence: Feng Feng, ; Tong Tong,
| | - Tong Tong
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- *Correspondence: Feng Feng, ; Tong Tong,
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Viganò L, Jayakody Arachchige VS, Fiz F. Is precision medicine for colorectal liver metastases still a utopia? New perspectives by modern biomarkers, radiomics, and artificial intelligence. World J Gastroenterol 2022; 28:608-623. [PMID: 35317421 PMCID: PMC8900542 DOI: 10.3748/wjg.v28.i6.608] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 07/29/2021] [Accepted: 01/20/2022] [Indexed: 02/06/2023] Open
Abstract
The management of patients with liver metastases from colorectal cancer is still debated. Several therapeutic options and treatment strategies are available for an extremely heterogeneous clinical scenario. Adequate prediction of patients’ outcomes and of the effectiveness of chemotherapy and loco-regional treatments are crucial to reach a precision medicine approach. This has been an unmet need for a long time, but recent studies have opened new perspectives. New morphological biomarkers have been identified. The dynamic evaluation of the metastases across a time interval, with or without chemotherapy, provided a reliable assessment of the tumor biology. Genetics have been explored and, thanks to their strong association with prognosis, have the potential to drive treatment planning. The liver-tumor interface has been identified as one of the main determinants of tumor progression, and its components, in particular the immune infiltrate, are the focus of major research. Image mining and analyses provided new insights on tumor biology and are expected to have a relevant impact on clinical practice. Artificial intelligence is a further step forward. The present paper depicts the evolution of clinical decision-making for patients affected by colorectal liver metastases, facing modern biomarkers and innovative opportunities that will characterize the evolution of clinical research and practice in the next few years.
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Affiliation(s)
- Luca Viganò
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, Rozzano 20089, MI, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20072, MI, Italy
| | - Visala S Jayakody Arachchige
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, Rozzano 20089, MI, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele 20072, MI, Italy
| | - Francesco Fiz
- Nuclear Medicine, IRCCS Humanitas Research Hospital, Rozzano 20089, MI, Italy
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